Computer Science Department

Lehrstuhl für Dienstleistungsinformatik / e-Services Research Group

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Dr. Dietmar Jannach - Publications

Journals, Books, Book Chapters, Editorship, Conferences, Workshops, In German Other

Papers in journals

  1. Nunes, I. and Jannach, D.: "A Systematic Review and Taxonomy of Explanations in Decision Support and Recommender Systems". User-Modeling and User-Adapted Interaction, Vol. 27(3-5). Springer, 2017, pp. 393-444 (fulltext) (preprint) (BibTeX)
    Keywords: Explanations, Survey, Recommender Systems, Decision Support Systems
    @Article{NunesJannachUmuai2017,
    	author = {Ingrid Nunes and Dietmar Jannach},
    	title = {A Systematic Review and Taxonomy of Explanations in Decision Support and Recommender Systems},
    	journal = {User-Modeling and User-Adapted Interaction},
    	volume = {27},
    	number = {3--5},
    	publisher = {Springer},
    	year = {2017},
    	pages = {393--444},
    	keywords = {Explanations, Survey, Recommender Systems, Decision Support Systems},
    }
  2. Jannach, D., Ludewig, M. and Lerche, L.: "Session-based Item Recommendation in E-Commerce: On Short-Term Intents, Reminders, Trends, and Discounts". User-Modeling and User-Adapted Interaction, Vol. 27(3-5). Springer, 2017, pp. 351-392 (Preprint) (Fulltext) (BibTeX)
    Keywords: Recommender Systems, E-Commerce, Session-based Recommendation
    @Article{JannachLudewigLerche2017umuai,
    	author = {Dietmar Jannach and Malte Ludewig and Lukas Lerche},
    	title = {Session-based Item Recommendation in E-Commerce: On Short-Term Intents, Reminders, Trends, and Discounts},
    	journal = {User-Modeling and User-Adapted Interaction},
    	volume = {27},
    	number = {3--5},
    	publisher = {Springer},
    	year = {2017},
    	pages = {351--392},
    	keywords = {Recommender Systems, E-Commerce, Session-based Recommendation},
    }
  3. Jugovac, M. and Jannach, D.: "Interacting with Recommenders – Overview and Research Directions". ACM Transactions on Intelligent Interactive Systems (ACM TiiS), Vol. 7(3). 2017 (Preprint) (BibTeX)
    Keywords: Recommender Systems, User Interaction, Survey
    @Article{JugovacJannachforthcoming,
    	author = {Michael Jugovac and Dietmar Jannach},
    	title = {Interacting with Recommenders – Overview and Research Directions},
    	journal = {ACM Transactions on Intelligent Interactive Systems (ACM TiiS)},
    	volume = {7},
    	number = {3},
    	year = {2017},
    	keywords = {Recommender Systems, User Interaction, Survey},
    }
  4. Jugovac, M., Jannach, D. and Lerche, L.: "Efficient Optimization of Multiple Recommendation Quality Factors According to Individual User Tendencies". Expert Systems With Applications, Vol. 81. Elsevier BV, 2017, pp. 321-331 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Quality Optimization, Trade-Offs
    @Article{JugovacJannachLerche2017eswa,
    	author = {Michael Jugovac and Dietmar Jannach and Lukas Lerche},
    	title = {Efficient Optimization of Multiple Recommendation Quality Factors According to Individual User Tendencies},
    	journal = {Expert Systems With Applications},
    	volume = {81},
    	publisher = {Elsevier {BV}},
    	year = {2017},
    	pages = {321--331},
    	doi = {10.1016/j.eswa.2017.03.055},
    	keywords = {Recommender Systems, Quality Optimization, Trade-Offs},
    }
  5. Jannach, D., Resnick, P., Tuzhilin, A. and Zanker, M.: "Recommender Systems - Beyond Matrix Completion". Communications of the ACM, Vol. 59(11). Association for Computing Machinery (ACM), 2016, pp. 94-102 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Review, Human Computer Interaction
    @Article{JannachResnickEtAl2016,
    	author = {Dietmar Jannach and Paul Resnick and Alexander Tuzhilin and Markus Zanker},
    	title = {Recommender Systems - Beyond Matrix Completion},
    	journal = {Communications of the {ACM}},
    	volume = {59},
    	number = {11},
    	publisher = {Association for Computing Machinery ({ACM})},
    	year = {2016},
    	pages = {94--102},
    	doi = {10.1145/2891406},
    	keywords = {Recommender Systems, Review, Human Computer Interaction},
    }
  6. Nilashi, M., Jannach, D., bin Ibrahim, O., Esfahani, M. D. and Ahmadi, H.: "Recommendation quality, transparency, and website quality for trust-building in recommendation agents". Electronic Commerce Research and Applications, Vol. 19. Elsevier BV, 2016, pp. 70-84 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Trust Model, User Study, Structural Equation Modeling
    @Article{NilashiJannachEtAl2016,
    	author = {Mehrbakhsh Nilashi and Dietmar Jannach and Othman bin Ibrahim and Mohammad Dalvi Esfahani and Hossein Ahmadi},
    	title = {Recommendation quality, transparency, and website quality for trust-building in recommendation agents},
    	journal = {Electronic Commerce Research and Applications},
    	volume = {19},
    	publisher = {Elsevier {BV}},
    	year = {2016},
    	pages = {70--84},
    	doi = {10.1016/j.elerap.2016.09.003},
    	keywords = {Recommender Systems, Trust Model, User Study, Structural Equation Modeling},
    }
  7. Jannach, D., Jugovac, M. and Lerche, L.: "Supporting the Design of Machine Learning Workflows with a Recommendation System". ACM Transactions on Interactive Intelligent Systems, Vol. 6(1). Association for Computing Machinery (ACM), 2016 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Machine Learning Workflow, RapidMiner
    @Article{JannachJugovacEtAl2016,
    	author = {Dietmar Jannach and Michael Jugovac and Lukas Lerche},
    	title = {Supporting the Design of Machine Learning Workflows with a Recommendation System},
    	journal = {{ACM} Transactions on Interactive Intelligent Systems},
    	volume = {6},
    	number = {1},
    	publisher = {Association for Computing Machinery ({ACM})},
    	year = {2016},
    	doi = {10.1145/2852082},
    	keywords = {Recommender Systems, Machine Learning Workflow, RapidMiner},
    }
  8. Jannach, D., Schmitz, T. and Shchekotykhin, K.: "Parallel Model-Based Diagnosis on Multi-Core Computers". Journal of Artificial Intelligence Research, Vol. 55. AI Access Foundation, 2016, pp. 835-887 (Website) (Preprint) (BibTeX)
    Keywords: Model-based Diagnosis, Conflict Detection, Parallelization
    @Article{JannachSchmitzEtAl2016,
    	author = {Dietmar Jannach and Thomas Schmitz and Kostyantyn Shchekotykhin},
    	title = {Parallel Model-Based Diagnosis on Multi-Core Computers},
    	journal = {Journal of Artificial Intelligence Research},
    	volume = {55},
    	publisher = {AI Access Foundation},
    	year = {2016},
    	pages = {835--887},
    	doi = {10.1613/jair.5001},
    	keywords = {Model-based Diagnosis, Conflict Detection, Parallelization},
    }
  9. Jannach, D., Lerche, L., Kamehkhosh, I. and Jugovac, M.: "What recommenders recommend: an analysis of recommendation biases and possible countermeasures". User Modeling and User-Adapted Interaction, Vol. 25(5). Springer Nature, 2015, pp. 427-491. (2015 James Chen Award for best UMUAI paper) (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Bias, Evaluation Methodology
    @Article{JannachLercheEtAl2015,
    	author = {Dietmar Jannach and Lukas Lerche and Iman Kamehkhosh and Michael Jugovac},
    	title = {What recommenders recommend: an analysis of recommendation biases and possible countermeasures},
    	journal = {User Modeling and User-Adapted Interaction},
    	volume = {25},
    	number = {5},
    	publisher = {Springer Nature},
    	year = {2015},
    	pages = {427--491},
    	doi = {10.1007/s11257-015-9165-3},
    	keywords = {Recommender Systems, Bias, Evaluation Methodology},
    }
  10. Jannach, D., Lerche, L. and Jugovac, M.: "Item Familiarity as a Possible Confounding Factor in User-Centric Recommender Systems Evaluation". i-com Journal of Interactive Media, Vol. 14(1). Walter de Gruyter GmbH, 2015, pp. 29-39 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, User Study, Evaluation Methodology
    @Article{JannachLercheEtAl2015a,
    	author = {Dietmar Jannach and Lukas Lerche and Michael Jugovac},
    	title = {Item Familiarity as a Possible Confounding Factor in User-Centric Recommender Systems Evaluation},
    	journal = {i-com Journal of Interactive Media},
    	volume = {14},
    	number = {1},
    	publisher = {Walter de Gruyter {GmbH}},
    	year = {2015},
    	pages = {29--39},
    	doi = {10.1515/icom-2015-0018},
    	keywords = {Recommender Systems, User Study, Evaluation Methodology},
    }
  11. Nilashi, M., Jannach, D., Ibrahim, O. and Ithnin, N.: "Clustering- and regression-based multi-criteria collaborative filtering with incremental updates". Information Sciences, Vol. 293. Elsevier BV, 2015, pp. 235-250 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Mulit-criteria Ratings, Clustering
    @Article{NilashiJannachEtAl2015,
    	author = {Mehrbakhsh Nilashi and Dietmar Jannach and Othman Ibrahim and Norafida Ithnin},
    	title = {Clustering- and regression-based multi-criteria collaborative filtering with incremental updates},
    	journal = {Information Sciences},
    	volume = {293},
    	publisher = {Elsevier {BV}},
    	year = {2015},
    	pages = {235--250},
    	doi = {10.1016/j.ins.2014.09.012},
    	keywords = {Recommender Systems, Mulit-criteria Ratings, Clustering},
    }
  12. Bonnin, G. and Jannach, D.: "Automated Generation of Music Playlists: Survey and Experiments". ACM Computing Surveys, Vol. 47(2). Association for Computing Machinery (ACM), 2015 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Music Recommendation, Playlists, Survey
    @Article{BonninJannach2015,
    	author = {Geoffray Bonnin and Dietmar Jannach},
    	title = {Automated Generation of Music Playlists: Survey and Experiments},
    	journal = {{ACM} Computing Surveys},
    	volume = {47},
    	number = {2},
    	publisher = {Association for Computing Machinery ({ACM})},
    	year = {2015},
    	doi = {10.1145/2652481},
    	keywords = {Music Recommendation, Playlists, Survey},
    }
  13. Jannach, D., Schmitz, T., Hofer, B. and Wotawa, F.: "Avoiding, finding and fixing spreadsheet errors - A survey of automated approaches for spreadsheet QA". Journal of Systems and Software, Vol. 94. Elsevier BV, 2014, pp. 129-150 (Website) (Preprint) (BibTeX)
    Keywords: Spreadsheets, Quality Assurance, Software Engineering
    @Article{JannachSchmitzEtAl2014,
    	author = {Dietmar Jannach and Thomas Schmitz and Birgit Hofer and Franz Wotawa},
    	title = {Avoiding, finding and fixing spreadsheet errors - A survey of automated approaches for spreadsheet {QA}},
    	journal = {Journal of Systems and Software},
    	volume = {94},
    	publisher = {Elsevier {BV}},
    	year = {2014},
    	pages = {129--150},
    	doi = {10.1016/j.jss.2014.03.058},
    	keywords = {Spreadsheets, Quality Assurance, Software Engineering},
    }
  14. Jannach, D., Zanker, M. and Fuchs, M.: "Leveraging multi-criteria customer feedback for satisfaction analysis and improved recommendations". Information Technology & Tourism, Vol. 14(2). Springer Nature, 2014, pp. 119-149 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Multi-criteria Ratings, Customer Satisfaction Analysis
    @Article{JannachZankerEtAl2014,
    	author = {Dietmar Jannach and Markus Zanker and Matthias Fuchs},
    	title = {Leveraging multi-criteria customer feedback for satisfaction analysis and improved recommendations},
    	journal = {Information Technology {\&} Tourism},
    	volume = {14},
    	number = {2},
    	publisher = {Springer Nature},
    	year = {2014},
    	pages = {119--149},
    	doi = {10.1007/s40558-014-0010-z},
    	keywords = {Recommender Systems, Multi-criteria Ratings, Customer Satisfaction Analysis},
    }
  15. Gedikli, F., Jannach, D. and Ge, M.: "How should I explain? A comparison of different explanation types for recommender systems". International Journal of Human-Computer Studies, Vol. 72(4). Elsevier BV, 2014, pp. 367-382 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Explanation, User study
    @Article{GedikliJannachEtAl2014,
    	author = {Fatih Gedikli and Dietmar Jannach and Mouzhi Ge},
    	title = {How should I explain? A comparison of different explanation types for recommender systems},
    	journal = {International Journal of Human-Computer Studies},
    	volume = {72},
    	number = {4},
    	publisher = {Elsevier {BV}},
    	year = {2014},
    	pages = {367--382},
    	doi = {10.1016/j.ijhcs.2013.12.007},
    	keywords = {Recommender Systems, Explanation, User study},
    }
  16. Jannach, D. and Schmitz, T.: "Model-based diagnosis of spreadsheet programs: a constraint-based debugging approach". Automated Software Engineering, Vol. 23(1). Springer Nature, 2014, pp. 105-144 (Website) (Preprint) (BibTeX)
    Keywords: Spreadsheets, Software Engineering, Debugging, Constraint Satisfaction, Model-based Diagnosis
    @Article{JannachSchmitz2014,
    	author = {Dietmar Jannach and Thomas Schmitz},
    	title = {Model-based diagnosis of spreadsheet programs: a constraint-based debugging approach},
    	journal = {Automated Software Engineering},
    	volume = {23},
    	number = {1},
    	publisher = {Springer Nature},
    	year = {2014},
    	pages = {105--144},
    	doi = {10.1007/s10515-014-0141-7},
    	keywords = {Spreadsheets, Software Engineering, Debugging, Constraint Satisfaction, Model-based Diagnosis},
    }
  17. Jannach, D. and Zanker, M.: "Modeling and Solving Distributed Configuration Problems: A CSP-Based Approach". IEEE Transactions on Knowledge and Data Engineering, Vol. 25(3). Institute of Electrical and Electronics Engineers (IEEE), 2013, pp. 603-618 (Website) (Preprint) (BibTeX)
    Keywords: Constraint Satisfaction, Distributed AI, Configuration
    @Article{JannachZanker2013,
    	author = {Dietmar Jannach and Markus Zanker},
    	title = {Modeling and Solving Distributed Configuration Problems: A {CSP}-Based Approach},
    	journal = {{IEEE} Transactions on Knowledge and Data Engineering},
    	volume = {25},
    	number = {3},
    	publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    	year = {2013},
    	pages = {603--618},
    	doi = {10.1109/tkde.2011.236},
    	keywords = {Constraint Satisfaction, Distributed AI, Configuration},
    }
  18. Gedikli, F. and Jannach, D.: "Improving recommendation accuracy based on item-specific tag preferences". ACM Transactions on Intelligent Systems and Technology, Vol. 4(1). Association for Computing Machinery (ACM), 2013, pp. 1-19 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Tags, Social Web
    @Article{GedikliJannach2013,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Improving recommendation accuracy based on item-specific tag preferences},
    	journal = {{ACM} Transactions on Intelligent Systems and Technology},
    	volume = {4},
    	number = {1},
    	publisher = {Association for Computing Machinery ({ACM})},
    	year = {2013},
    	pages = {1--19},
    	doi = {10.1145/2414425.2414436},
    	keywords = {Recommender Systems, Tags, Social Web},
    }
  19. López, F., Jannach, D., Martínez, J. M., Timmerer, C., García, N. and Hellwagner, H.: "Bounded Non-deterministic Planning for Multimedia Adaptation". Applied Intelligence, Vol. 36(1). Kluwer Academic Publishers, 2012, pp. 29-60 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Bounded non-deterministic multimedia adaptation, Decision-making, MPEG-21, MPEG-7, Planning
    @Article{LopezJannachEtAl2012,
    	author = {L\'{o}pez, Fernando and Jannach, Dietmar and Mart\'{i}nez, Jos{\'e} M. and Timmerer, Christian and Garc\'{i}a, Narciso and Hellwagner, Hermann},
    	title = {Bounded Non-deterministic Planning for Multimedia Adaptation},
    	journal = {Applied Intelligence},
    	volume = {36},
    	number = {1},
    	publisher = {Kluwer Academic Publishers},
    	year = {2012},
    	pages = {29--60},
    	url = {http://dx.doi.org/10.1007/s10489-010-0242-3},
    	doi = {10.1007/s10489-010-0242-3},
    	keywords = {Bounded non-deterministic multimedia adaptation, Decision-making, MPEG-21, MPEG-7, Planning},
    }
  20. Shchekotykhin, K., Jannach, D. and Friedrich, G.: "xCrawl: A High-recall Crawling Method for Web Mining". Knowledge and Information Systems, Vol. 25(2). Springer Nature, 2010, pp. 303-326 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Information extraction, Information retrieval, Web crawling
    @Article{ShchekotykhinJannachEtAl2010,
    	author = {Shchekotykhin, Kostyantyn and Jannach, Dietmar and Friedrich, Gerhard},
    	title = {xCrawl: A High-recall Crawling Method for Web Mining},
    	journal = {Knowledge and Information Systems},
    	volume = {25},
    	number = {2},
    	publisher = {Springer Nature},
    	year = {2010},
    	pages = {303--326},
    	url = {http://dx.doi.org/10.1007/s10115-009-0266-3},
    	doi = {10.1007/s10115-009-0266-3},
    	keywords = {Information extraction, Information retrieval, Web crawling},
    }
  21. Jannach, D.: "Fast Computation of Query Relaxations for Knowledge-based Recommenders". AI Communications, Vol. 22(4). IOS Press, 2009, pp. 235-248 (Website) (Preprint) (BibTeX)
    Keywords: Constraint-based and interactive recommendation, Query relaxation
    @Article{Jannach2009,
    	author = {Jannach, Dietmar},
    	title = {Fast Computation of Query Relaxations for Knowledge-based Recommenders},
    	journal = {AI Communications},
    	volume = {22},
    	number = {4},
    	publisher = {IOS Press},
    	year = {2009},
    	pages = {235--248},
    	url = {http://dl.acm.org/citation.cfm?id=1662603.1662605},
    	keywords = {Constraint-based and interactive recommendation, Query relaxation},
    }
  22. Kuster, J., Jannach, D. and Friedrich, G.: "Extending the RCPSP for Modeling and Solving Disruption Management Problems". Applied Intelligence, Vol. 31(3). Kluwer Academic Publishers, 2009, pp. 234-253 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @Article{KusterJannachEtAl2009,
    	author = {Kuster, J\"{u}rgen and Jannach, Dietmar and Friedrich, Gerhard},
    	title = {Extending the RCPSP for Modeling and Solving Disruption Management Problems},
    	journal = {Applied Intelligence},
    	volume = {31},
    	number = {3},
    	publisher = {Kluwer Academic Publishers},
    	year = {2009},
    	pages = {234--253},
    	url = {http://dx.doi.org/10.1007/s10489-008-0119-x},
    	doi = {10.1007/s10489-008-0119-x},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  23. Jannach, D., Zanker, M. and Fuchs, M.: "Constraint-based recommendation in tourism: A multi-perspective case study". Information Technology & Tourism. Springer Nature, 2009, pp. 139-156 (Preprint) (BibTeX)
    Keywords: Knowledge-based and constraint-based recommendation, Tourism, Case study
    @Article{JannachZankerEtAl2009,
    	author = {Dietmar Jannach and Markus Zanker and Matthias Fuchs},
    	title = {Constraint-based recommendation in tourism: A multi-perspective case study},
    	journal = {Information Technology \& Tourism},
    	publisher = {Springer Nature},
    	year = {2009},
    	pages = {139--156},
    	keywords = {Knowledge-based and constraint-based recommendation, Tourism, Case study},
    }
  24. Jannach, D., Shchekotykhin, K. and Friedrich, G.: "Automated Ontology Instantiation from Tabular Web sources-The AllRight System". Journal of Web Semantics, Vol. 7(3). Elsevier BV, 2009, pp. 136-153 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Knowledge extraction, Ontology instantiation, Web crawling, Web mining
    @Article{JannachShchekotykhinEtAl2009,
    	author = {Jannach, Dietmar and Shchekotykhin, Kostyantyn and Friedrich, Gerhard},
    	title = {Automated Ontology Instantiation from Tabular Web sources-The AllRight System},
    	journal = {Journal of Web Semantics},
    	volume = {7},
    	number = {3},
    	publisher = {Elsevier {BV}},
    	year = {2009},
    	pages = {136--153},
    	url = {http://dx.doi.org/10.1016/j.websem.2009.04.002},
    	doi = {10.1016/j.websem.2009.04.002},
    	keywords = {Knowledge extraction, Ontology instantiation, Web crawling, Web mining},
    }
  25. Felfernig, A., Friedrich, G., Isak, K., Shchekotykhin, K., Teppan, E. and Jannach, D.: "Automated Debugging of Recommender User Interface Descriptions". Applied Intelligence, Vol. 31(1). Kluwer Academic Publishers, 2009, pp. 1-14 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Conversational Recommender Systems, Debugging, Model-based software development
    @Article{FelfernigFriedrichEtAl2009,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Isak, Klaus and Shchekotykhin, Kostyantyn and Teppan, Erich and Jannach, Dietmar},
    	title = {Automated Debugging of Recommender User Interface Descriptions},
    	journal = {Applied Intelligence},
    	volume = {31},
    	number = {1},
    	publisher = {Kluwer Academic Publishers},
    	year = {2009},
    	pages = {1--14},
    	url = {http://dx.doi.org/10.1007/s10489-007-0105-8},
    	doi = {10.1007/s10489-007-0105-8},
    	keywords = {Conversational Recommender Systems, Debugging, Model-based software development},
    }
  26. Kuster, J., Jannach, D. and Friedrich, G.: "Applying Local Rescheduling in response to schedule disruptions". Annals of Operations Research, Vol. 180(1). Springer Nature, 2008, pp. 265-282 (Website) (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @Article{KusterJannachEtAl2008,
    	author = {Jürgen Kuster and Dietmar Jannach and Gerhard Friedrich},
    	title = {Applying Local Rescheduling in response to schedule disruptions},
    	journal = {Annals of Operations Research},
    	volume = {180},
    	number = {1},
    	publisher = {Springer Nature},
    	year = {2008},
    	pages = {265--282},
    	doi = {10.1007/s10479-008-0488-x},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  27. Jannach, D. and Leopold, K.: "Knowledge-based Multimedia Adaptation for Ubiquitous Multimedia Consumption". Journal of Network and Computer Applications, Vol. 30(3). Academic Press Ltd., 2007, pp. 958-982 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @Article{JannachLeopold2007,
    	author = {Jannach, Dietmar and Leopold, Klaus},
    	title = {Knowledge-based Multimedia Adaptation for Ubiquitous Multimedia Consumption},
    	journal = {Journal of Network and Computer Applications},
    	volume = {30},
    	number = {3},
    	publisher = {Academic Press Ltd.},
    	year = {2007},
    	pages = {958--982},
    	url = {http://dx.doi.org/10.1016/j.jnca.2005.12.007},
    	doi = {10.1016/j.jnca.2005.12.007},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  28. Jannach, D. and Kreutler, G.: "Rapid Development of Knowledge-based Conversational Recommender Applications with Advisor Suite". Journal of Web Engineering, Vol. 6(2). Rinton Press, Incorporated, 2007, pp. 165-192 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based and Conversational Recommender Systems, Model-based software development, Web Engineering
    @Article{JannachKreutler2007,
    	author = {Jannach, Dietmar and Kreutler, Gerold},
    	title = {Rapid Development of Knowledge-based Conversational Recommender Applications with Advisor Suite},
    	journal = {Journal of Web Engineering},
    	volume = {6},
    	number = {2},
    	publisher = {Rinton Press, Incorporated},
    	year = {2007},
    	pages = {165--192},
    	url = {http://dl.acm.org/citation.cfm?id=2011243.2011249},
    	keywords = {Knowledge-based and Conversational Recommender Systems, Model-based software development, Web Engineering},
    }
  29. Zanker, M., Jessenitschnig, M., Jannach, D. and Gordea, S.: "Comparing Recommendation Strategies in a Commercial Context". IEEE Intelligent Systems, Vol. 22(3). IEEE Educational Activities Department, 2007, pp. 69-73 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Case studies, Evaluation
    @Article{ZankerJessenitschnigEtAl2007,
    	author = {Zanker, Markus and Jessenitschnig, Markus and Jannach, Dietmar and Gordea, Sergiu},
    	title = {Comparing Recommendation Strategies in a Commercial Context},
    	journal = {IEEE Intelligent Systems},
    	volume = {22},
    	number = {3},
    	publisher = {IEEE Educational Activities Department},
    	year = {2007},
    	pages = {69--73},
    	url = {http://dx.doi.org/10.1109/MIS.2007.49},
    	doi = {10.1109/MIS.2007.49},
    	keywords = {Recommender Systems, Case studies, Evaluation},
    }
  30. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "An Integrated Environment for the Development of Knowledge-Based Recommender Applications". International Journal of Electronic Commerce, Vol. 11(2). M. E. Sharpe, Inc., 2006, pp. 11-34 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Model-based software development, E-Commerce
    @Article{FelfernigFriedrichEtAl2006,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Zanker, Markus},
    	title = {An Integrated Environment for the Development of Knowledge-Based Recommender Applications},
    	journal = {International Journal of Electronic Commerce},
    	volume = {11},
    	number = {2},
    	publisher = {M. E. Sharpe, Inc.},
    	year = {2006},
    	pages = {11--34},
    	url = {http://dx.doi.org/10.2753/JEC1086-4415110201},
    	doi = {10.2753/JEC1086-4415110201},
    	keywords = {Knowledge-based Recommender Systems, Model-based software development, E-Commerce},
    }
  31. Jannach, D., Leopold, K., Timmerer, C. and Hellwagner, H.: "A Knowledge-based Framework for Multimedia Adaptation". Applied Intelligence, Vol. 24(2). Kluwer Academic Publishers, 2006, pp. 109-125 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @Article{JannachLeopoldEtAl2006,
    	author = {Jannach, Dietmar and Leopold, Klaus and Timmerer, Christian and Hellwagner, Hermann},
    	title = {A Knowledge-based Framework for Multimedia Adaptation},
    	journal = {Applied Intelligence},
    	volume = {24},
    	number = {2},
    	publisher = {Kluwer Academic Publishers},
    	year = {2006},
    	pages = {109--125},
    	url = {http://dx.doi.org/10.1007/s10489-006-6933-0},
    	doi = {10.1007/s10489-006-6933-0},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  32. Felfernig, A., Friedrich, G., Jannach, D. and Stumptner, M.: "Consistency-based Diagnosis of Configuration Knowledge Bases". Artificial Intelligence, Vol. 152(2). Elsevier BV, 2004, pp. 213-234 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems
    @Article{FelfernigFriedrichEtAl2004,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Stumptner, Markus},
    	title = {Consistency-based Diagnosis of Configuration Knowledge Bases},
    	journal = {Artificial Intelligence},
    	volume = {152},
    	number = {2},
    	publisher = {Elsevier {BV}},
    	year = {2004},
    	pages = {213--234},
    	url = {http://dx.doi.org/10.1016/S0004-3702(03)00117-6},
    	doi = {10.1016/S0004-3702(03)00117-6},
    	keywords = {Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems},
    }
  33. Ardissono, L., Felfernig, A., Friedrich, G., Goy, A., Jannach, D., Petrone, G., Schäfer, R. and Zanker, M.: "A Framework for the Development of Personalized, Distributed Web-based Configuration Systems". AI Magazine, Vol. 24(3). American Association for Artificial Intelligence, 2003, pp. 93-108 (Website) (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @Article{ArdissonoFelfernigEtAl2003,
    	author = {Ardissono, Liliana and Felfernig, Alexander and Friedrich, Gerhard and Goy, Anna and Jannach, Dietmar and Petrone, Giovanna and Sch\"{a}fer, Ralph and Zanker, Markus},
    	title = {A Framework for the Development of Personalized, Distributed Web-based Configuration Systems},
    	journal = {AI Magazine},
    	volume = {24},
    	number = {3},
    	publisher = {American Association for Artificial Intelligence},
    	year = {2003},
    	pages = {93--108},
    	url = {http://dl.acm.org/citation.cfm?id=958671.958679},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  34. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "Configuration Knowledge Representations for Semantic Web Applications". Artificial Intelligence in Engineering, Design, Analysis and Manufacturing (AI EDAM), Vol. 17(1). Cambridge University Press, 2003, pp. 31-50 (Website) (Website) (Preprint) (BibTeX)
    Keywords: Knowledge representation, Product Confiugration, Logic
    @Article{FelfernigFriedrichEtAl2003,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Stumptner, Markus and Zanker, Markus},
    	title = {Configuration Knowledge Representations for Semantic Web Applications},
    	journal = {Artificial Intelligence in Engineering, Design, Analysis and Manufacturing (AI EDAM)},
    	volume = {17},
    	number = {1},
    	publisher = {Cambridge University Press},
    	year = {2003},
    	pages = {31--50},
    	url = {http://dx.doi.org/10.1017/S0890060403171041},
    	doi = {10.1017/S0890060403171041},
    	keywords = {Knowledge representation, Product Confiugration, Logic},
    }
  35. Felfernig, A., Friedrich, G., Jannach, D., Russ, C. and Zanker, M.: "Multi-site product configuration of telecommunication switches". Computing, Vol. 1(2). 2002 (Preprint) (BibTeX)
    Keywords: Distributed configuration, Distributed problem solving, applications
    @Article{FelfernigFriedrichEtAl2002,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Christian Russ and Markus Zanker},
    	title = {Multi-site product configuration of telecommunication switches},
    	journal = {Computing},
    	volume = {1},
    	number = {2},
    	year = {2002},
    	keywords = {Distributed configuration, Distributed problem solving, applications},
    }
  36. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "Iterative Focusing for Finding Faults in Large Configurator Knowledge Bases". OEGAI Journal. 2002, pp. 13-22 (Preprint) (BibTeX)
    Keywords: Model-based debugging, Configuration, Hierarchical Problem Decomposition
    @Article{FelfernigFriedrichEtAl2002a,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Stumptner, Markus and Zanker, Markus},
    	title = {Iterative Focusing for Finding Faults in Large Configurator Knowledge Bases},
    	journal = {OEGAI Journal},
    	year = {2002},
    	pages = {13--22},
    	keywords = {Model-based debugging, Configuration, Hierarchical Problem Decomposition},
    }
  37. Felfernig, A., Friedrich, G. and Jannach, D.: "Conceptual modeling for configuration of mass-customizable products". Artificial Intelligence in Engineering, Vol. 15(2). Elsevier BV, 2001, pp. 165-176 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @Article{FelfernigFriedrichEtAl2001,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach},
    	title = {Conceptual modeling for configuration of mass-customizable products},
    	journal = {Artificial Intelligence in Engineering},
    	volume = {15},
    	number = {2},
    	publisher = {Elsevier {BV}},
    	year = {2001},
    	pages = {165--176},
    	doi = {10.1016/s0954-1810(01)00016-4},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }
  38. Felfernig, A., Friedrich, G. E. and Jannach, D.: "UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems". International Journal of Software Engineering and Knowledge Engineering, Vol. 10(4). 2000, pp. 449-469 (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @Article{FelfernigFriedrichEtAl2000,
    	author = {Alexander Felfernig and Gerhard E. Friedrich and Dietmar Jannach},
    	title = {UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems},
    	journal = {International Journal of Software Engineering and Knowledge Engineering},
    	volume = {10},
    	number = {4},
    	year = {2000},
    	pages = {449--469},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }

Books (top)

  1. Weihs, C., Jannach, D., Vatolkin, I. and Rudolph, G. (Eds.): "Music Data Analysis: Foundations and Applications". CRC Press, 2016 (Publisher site) (BibTeX)
    @Book{WeihsJannachEtAl2016,
    	title = {Music Data Analysis: Foundations and Applications},
    	editor  = {Claus Weihs and Dietmar Jannach and Igor Vatolkin and Guenter Rudolph},
    	publisher = {CRC Press},
    	year = {2016},
    }
  2. Jannach, D., Zanker, M., Felfernig, A. and Friedich, G.: "Recommender Systems - An Introduction". Cambridge University Press, 2010. (English, Japanese and Chinese version available) (Supporting website) (BibTeX)
    @Book{JannachZankerEtAl2010,
    	author = {Dietmar Jannach and Markus Zanker and Alexander Felfernig and Gerhard Friedich},
    	title = {Recommender Systems - An Introduction},
    	publisher = {Cambridge University Press},
    	year = {2010},
    }
  3. Jannach, D.: Blecker, T. and Friedrich, G. (Eds.): "Building intelligent electronic Services". Blecker, T. and Friedrich, G. (Eds.), Gito Verlag, 2006 (BibTeX)
    @Book{Jannach2006,
    	author = {Dietmar Jannach},
    	title = {Building intelligent electronic Services},
    	editor  = {Thorsten Blecker and Gerhard Friedrich},
    	publisher = {Gito Verlag},
    	year = {2006},
    }

Book chapters (top)

  1. Jannach, D. and Bonnin, G.: Weihs, C., Jannach, D., Vatolkin, I. and Rudolph, G. (Eds.): "Music Recommendation". In: Music Data Analysis: Foundations and Applications. Weihs, C., Jannach, D., Vatolkin, I. and Rudolph, G. (Eds.), CRC Press, 2016 (Preprint) (BibTeX)
    Keywords: Music Data Analysis, Recommender Systems
    @InCollection{JannachBonnin2016,
    	author = {Dietmar Jannach and Geoffray Bonnin},
    	title = {Music Recommendation},
    	booktitle = {Music Data Analysis: Foundations and Applications},
    	editor  = {Claus Weihs and Dietmar Jannach and Igor Vatolkin and Guenter Rudolph},
    	publisher = {CRC Press},
    	year = {2016},
    	keywords = {Music Data Analysis, Recommender Systems},
    }
  2. Jannach, D., Vatolkin, I. and Bonnin, G.: Weihs, C., Jannach, D., Vatolkin, I. and Rudolph, G. (Eds.): "Music Data: Beyond the Musical Signal". In: Music Data Analysis: Foundations and Applications. Weihs, C., Jannach, D., Vatolkin, I. and Rudolph, G. (Eds.), CRC Press, 2016 (BibTeX)
    Keywords: Music Data Analysis, Auxiliary Information
    @InCollection{JannachVatolkinEtAl2016,
    	author = {Dietmar Jannach and Igor Vatolkin and Geoffray Bonnin},
    	title = {Music Data: Beyond the Musical Signal},
    	booktitle = {Music Data Analysis: Foundations and Applications},
    	editor  = {Claus Weihs and Dietmar Jannach and Igor Vatolkin and Guenter Rudolph},
    	publisher = {CRC Press},
    	year = {2016},
    	keywords = {Music Data Analysis, Auxiliary Information},
    }
  3. Gedikli, F. and Jannach, D.: Alhajj, R. and Rokne, J. (Eds.): "Recommender Systems, Semantic-Based". In: Encyclopedia of Social Network Analysis and Mining. Alhajj, R. and Rokne, J. (Eds.), Springer, 2014, pp. 1501-1510 (Website) (Preprint) (BibTeX)
    Keywords: Recommender systems, Content-based approaches, Social Web
    @InCollection{GedikliJannach2014,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Recommender Systems, Semantic-Based},
    	booktitle = {Encyclopedia of Social Network Analysis and Mining},
    	editor  = {Reda Alhajj and Jon Rokne},
    	publisher = {Springer},
    	year = {2014},
    	pages = {1501--1510},
    	url = {http://link.springer.com/referenceworkentry/10.1007/978-1-4614-6170-8_116},
    	keywords = {Recommender systems, Content-based approaches, Social Web},
    }
  4. Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: Felfernig, A., Hotz, L., Bagley, C. and Tiihonen, J. (Eds.): "Knowledge Engineering for Configuration Systems". In: Knowledge-Based Configuration: From Research to Business Cases. Felfernig, A., Hotz, L., Bagley, C. and Tiihonen, J. (Eds.), Elsevier BV, 2014 (Preprint) (BibTeX)
    Keywords: Configuration Systems, Knowledge Engineering, Diagnosis, Constraints
    @InCollection{FriedrichJannachEtAl2014,
    	author = {Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {Knowledge Engineering for Configuration Systems},
    	booktitle = {Knowledge-Based Configuration: From Research to Business Cases},
    	editor  = {Alexander Felfernig and Lothar Hotz and Claire Bagley and Juha Tiihonen},
    	publisher = {Elsevier {BV}},
    	year = {2014},
    	keywords = {Configuration Systems, Knowledge Engineering, Diagnosis, Constraints},
    }
  5. Vargas-Vera, M., Nagy, M. and Jannach, D.: Tolk, A. and Jain, L. C. (Eds.): "An Approach to Knowledge Integration Applied to a Configuration Problem". In: Intelligence-Based Systems Engineering. Tolk, A. and Jain, L. C. (Eds.), Springer, 2011, pp. 75-105 (Preprint) (BibTeX)
    Keywords: Knowledge integration, Configuration, Knowledge-based systems
    @InCollection{Vargas-VeraNagyEtAl2011,
    	author = {Maria Vargas-Vera and Miklos Nagy and Dietmar Jannach},
    	title = {An Approach to Knowledge Integration Applied to a Configuration Problem},
    	booktitle = {Intelligence-Based Systems Engineering},
    	editor  = {Andreas Tolk and Lakhmi C. Jain},
    	publisher = {Springer},
    	year = {2011},
    	pages = {75--105},
    	keywords = {Knowledge integration, Configuration, Knowledge-based systems},
    }
  6. Jannach, D. and Gut, A.: Kaschek, R. and Delcambre, L. M. (Eds.): "Exception handling in web service processes". In: The evolution of conceptual modeling. Kaschek, R. and Delcambre, L. M. (Eds.), Springer, 2011, pp. 225-253 (Preprint) (BibTeX)
    Keywords: Web services, exception handling, conceptual modeling
    @InCollection{JannachGut2011,
    	author = {Dietmar Jannach and Alexander Gut},
    	title = {Exception handling in web service processes},
    	booktitle = {The evolution of conceptual modeling},
    	editor  = {Roland Kaschek and Lois M.L. Delcambre},
    	publisher = {Springer},
    	year = {2011},
    	pages = {225--253},
    	keywords = {Web services, exception handling, conceptual modeling},
    }
  7. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: Ricci, F., Rokach, L. and Shapira, B. (Eds.): "Constraint-Based Recommendation". In: Recommender Systems Handbook. Ricci, F., Rokach, L. and Shapira, B. (Eds.), Springer, 2011, pp. 187-215 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Interactive recommender systems
    @InCollection{FelfernigFriedrichEtAl2011,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Constraint-Based Recommendation},
    	booktitle = {Recommender Systems Handbook},
    	editor  = {Francesco Ricci and Lior Rokach and Bracha Shapira},
    	publisher = {Springer},
    	year = {2011},
    	pages = {187-215},
    	keywords = {Knowledge-based Recommender Systems, Interactive recommender systems},
    }
  8. Jannach, D., Zanker, M. and Jessenitschnig, M.: Sharda, N. (Ed.): "Developing Knowledge-Based Travel Advisor Systems: A Case Study". In: Tourism Informatics: Visual Travel Recommender Systems, Social Communities and User Interface Design. Sharda, N. (Ed.), IGI Global, 2009, pp. 38-53 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Case study, Tourism
    @InCollection{JannachZankerEtAl2009,
    	author = {Dietmar Jannach and Markus Zanker and Markus Jessenitschnig},
    	title = {Developing Knowledge-Based Travel Advisor Systems: A Case Study},
    	booktitle = {Tourism Informatics: Visual Travel Recommender Systems, Social Communities and User Interface Design},
    	editor  = {Nalin Sharda},
    	publisher = {{IGI} Global},
    	year = {2009},
    	pages = {38--53},
    	doi = {10.4018/978-1-60566-818-5.ch003},
    	keywords = {Recommender Systems, Case study, Tourism},
    }
  9. Jannach, D.: Chountas, P., Petrounias, I. and Kacprzyk, J. (Eds.): "Finding Preferred Query Relaxations in Content-Based Recommenders". In: Intelligent Techniques and Tools for Novel System Architectures. Chountas, P., Petrounias, I. and Kacprzyk, J. (Eds.), Springer, 2008, pp. 81-97. (Best papers from IEEE Intelligent Systems 2006) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommendation, Query Relaxation, Optimization
    @InCollection{Jannach2008,
    	author = {Dietmar Jannach},
    	title = {Finding Preferred Query Relaxations in Content-Based Recommenders},
    	booktitle = {Intelligent Techniques and Tools for Novel System Architectures},
    	editor  = {Panagiotis Chountas and Ilias Petrounias and Janusz Kacprzyk},
    	publisher = {Springer},
    	year = {2008},
    	pages = {81--97},
    	keywords = {Knowledge-based Recommendation, Query Relaxation, Optimization},
    }
  10. Kuster, J. and Jannach, D.: Chountas, P., Petrounias, I. and Kacprzyk, J. (Eds.): "Extending the Resource-Constrained Project Scheduling Problem for Disruption Management". In: Intelligent Techniques and Tools for Novel System Architectures. Chountas, P., Petrounias, I. and Kacprzyk, J. (Eds.), Springer, 2008, pp. 43-61. (Best papers from IEEE Intelligent Systems 2006) (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @InCollection{KusterJannach2008,
    	author = {Jürgen Kuster and Dietmar Jannach},
    	title = {Extending the Resource-Constrained Project Scheduling Problem for Disruption Management},
    	booktitle = {Intelligent Techniques and Tools for Novel System Architectures},
    	editor  = {Panagiotis Chountas and Ilias Petrounias and Janusz Kacprzyk},
    	publisher = {Springer},
    	year = {2008},
    	pages = {43--61},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  11. Jannach, D., Timmerer, C. and Hellwagner, H.: Furht, B. (Ed.): "Knowledge-Based Multimedia Adaptation Decision-Taking". In: Encyclopedia of Multimedia. Furht, B. (Ed.), Springer, 2009, pp. 485-487 (Preprint) (BibTeX)
    Keywords: Multimedia Adaptation, MPEG-21, Knowledge-based Planning
    @InCollection{JannachTimmererEtAl2009,
    	author = {Dietmar Jannach and Christian Timmerer and Hermann Hellwagner},
    	title = {Knowledge-Based Multimedia Adaptation Decision-Taking},
    	booktitle = {Encyclopedia of Multimedia},
    	editor  = {Borko Furht},
    	publisher = {Springer},
    	year = {2009},
    	pages = {485--487},
    	keywords = {Multimedia Adaptation, MPEG-21, Knowledge-based Planning},
    }
  12. Jannach, D.: Blecker, T. and Friedrich, G. (Eds.): "Research Issues in Knowledge-Based Configuration". In: Mass Customization Information Systems in Business. Blecker, T. and Friedrich, G. (Eds.), IGI Global, 2007, pp. 221-236 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Knowledge-based Systems, Research Topics
    @InCollection{Jannach2007,
    	author = {Dietmar Jannach},
    	title = {Research Issues in Knowledge-Based Configuration},
    	booktitle = {Mass Customization Information Systems in Business},
    	editor  = {Thorsten Blecker and Gerhard Friedrich},
    	publisher = {{IGI} Global},
    	year = {2007},
    	pages = {221--236},
    	doi = {10.4018/978-1-59904-039-4.ch011},
    	keywords = {Product Configuration Systems, Knowledge-based Systems, Research Topics},
    }
  13. Kreutler, G. and Jannach, D.: Blecker, T. and Friedrich, G. (Eds.): "Personalized Needs Acquisition in Web-based Configuration Systems". In: Mass Customization: Challenges and Solutions. Blecker, T. and Friedrich, G. (Eds.), Springer, 2006, pp. 27-42. (Best papers from IMCM'05) (Preprint) (BibTeX)
    Keywords: Configuration Systems, Personlization, Preferene Elicitation
    @InCollection{KreutlerJannach2006,
    	author = {Gerold Kreutler and Dietmar Jannach},
    	title = {Personalized Needs Acquisition in Web-based Configuration Systems},
    	booktitle = {Mass Customization: Challenges and Solutions},
    	editor  = {Thorsten Blecker and Gerhard Friedrich},
    	publisher = {Springer},
    	year = {2006},
    	pages = {27--42},
    	keywords = {Configuration Systems, Personlization, Preferene Elicitation},
    }
  14. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: Klein, M. and Omelayenko, B. (Eds.): "Transforming UML domain descriptions into Configuration Knowledge Bases for the Semantic Web". In: Knowledge Transformation for the Semantic Web, Vol. 95. Klein, M. and Omelayenko, B. (Eds.), IOS Press, 2003, pp. 154-168 (Preprint) (BibTeX)
    Keywords: Knowledge Acquisition, Configuration Systems, Modeling, UML
    @InCollection{FelfernigFriedrichEtAl2003,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {Transforming UML domain descriptions into Configuration Knowledge Bases for the Semantic Web},
    	booktitle = {Knowledge Transformation for the Semantic Web},
    	volume = {95},
    	editor  = {M. Klein and B. Omelayenko},
    	publisher = {IOS Press},
    	year = {2003},
    	pages = {154--168},
    	keywords = {Knowledge Acquisition, Configuration Systems, Modeling, UML},
    }
  15. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: Itoh, K., Hirota, T. and Kumagai, S. (Eds.): "Rapid Knowledge Base Development for Product Configuration Systems using the Unified Modeling Language". In: Domain Oriented Systems Development:: Practices and Perspectives. Itoh, K., Hirota, T. and Kumagai, S. (Eds.), CRC Press, 2003, pp. 119-138. (Best papers from DOSD'99 workshop) (Preprint) (BibTeX)
    Keywords: Knowledge Acquisition, Configuration Systems, Modeling, UML, Model-driven Software Development, Domain-specific Languages
    @InCollection{FelfernigFriedrichEtAl2003a,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Rapid Knowledge Base Development for Product Configuration Systems using the Unified Modeling Language},
    	booktitle = {Domain Oriented Systems Development:: Practices and Perspectives},
    	editor  = {Kiyoshi Itoh and Toyohiko Hirota and Satoshi Kumagai},
    	publisher = {CRC Press},
    	year = {2003},
    	pages = {119--138},
    	keywords = {Knowledge Acquisition, Configuration Systems, Modeling, UML, Model-driven Software Development, Domain-specific Languages},
    }
  16. Ardissono, L., Felfernig, A., Friedrich, G., Goy, A., Jannach, D., Schäfer, R. and Zanker, M.: Gasós, J. and Thoben, K.-D. (Eds.): "Web-Based Commerce in Complex Products and Services with Multiple Suppliers". In: E-Business Applications: Technologies for Tommorow’s Solutions. Gasós, J. and Thoben, K.-D. (Eds.), Springer, 2003, pp. 123-135 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InCollection{ArdissonoFelfernigEtAl2003,
    	author = {Liliana Ardissono and Alexander Felfernig and Gerhard Friedrich and Anna Goy and Dietmar Jannach and Ralph Schäfer and Markus Zanker},
    	title = {Web-Based Commerce in Complex Products and Services with Multiple Suppliers},
    	booktitle = {E-Business Applications: Technologies for Tommorow’s Solutions},
    	editor  = {Jorge Gasós and Klaus-Dieter Thoben},
    	publisher = {Springer},
    	year = {2003},
    	pages = {123--135},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  17. Schäfer, R., Schütz, W., Ceugniet, X., Mitchener, J., Ardissono, L., Goy, A., Zanker, M., Jannach, D., Felfernig, A., Simeoni, R. and Gavazzi, R.: Stanford-Smith, B. and Chiozza, E. (Eds.): "Personalised Customer Interaction for the Configuration of Products and Services in a Supply Chain". In: E-work and E-commerce: Novel solutions and practices for a global networked economy. Stanford-Smith, B. and Chiozza, E. (Eds.), IOS Press, 2001, pp. 298-304 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InCollection{SchaeferSchuetzEtAl2001,
    	author = {Ralph Schäfer and Wilken Schütz and Xavier Ceugniet and Jonathan Mitchener and Liliana Ardissono and Anna Goy and Markus Zanker and Dietmar Jannach and Alexander Felfernig and Rossana Simeoni and Roberto Gavazzi},
    	title = {Personalised Customer Interaction for the Configuration of Products and Services in a Supply Chain},
    	booktitle = {E-work and E-commerce: Novel solutions and practices for a global networked economy},
    	editor  = {B. Stanford-Smith and E. Chiozza},
    	publisher = {IOS Press},
    	year = {2001},
    	pages = {298--304},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }

Editorship / Co-Editorship (top)

  1. Noia, T. D. and Jannach, D. (Eds.): "Journal on Data Semantics, Special Issue on Recommender Systems", Vol. 6(1). Springer, 2017 (Publisher link (Springer)) (BibTeX)
    @Book{NoiaJannach2017,
    	title = {Journal on Data Semantics, Special Issue on Recommender Systems},
    	volume = {6},
    	number = {1},
    	editor  = {Tommaso Di Noia and Dietmar Jannach},
    	publisher = {Springer},
    	year = {2017},
    }
  2. Proceedings of the 16th International Conference on Electronic Commerce and Web Technologies (EC-Web 2015). Valencia, Spain, 2015 (Publisher link (Springer)) (BibTeX)
    @Proceedings{Proceedings2015,
    	title = {Proceedings of the 16th International Conference on Electronic Commerce and Web Technologies ({EC}-Web 2015)},
    	address = {Valencia, Spain},
    	year = {2015},
    }
  3. Proceedings of the IJCAI 2015 Workshop on Preferences and Personalization (CPCR+ITWP+MPREF 2015). Buenos Aires, Argentina, 2015 (CPCR+ITWP Workshop homepage) (Proceedings at CEUR-WS.org) (BibTeX)
    @Proceedings{Proceedings2015a,
    	title = {Proceedings of the {IJCAI} 2015 Workshop on Preferences and Personalization ({CPCR}+{ITWP}+{MPREF} 2015)},
    	address = {Buenos Aires, Argentina},
    	year = {2015},
    }
  4. Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014 at ACM RecSys 2014). Foster City, California, USA, 2014 (Summary (ACM)) (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2014,
    	title = {Proceedings of the 6th Workshop on Recommender Systems and the Social Web ({RSWeb 2014} at {ACM RecSys 2014})},
    	address = {Foster City, California, USA},
    	year = {2014},
    }
  5. Adomavicius, G. and Jannach, D. (Eds.): "User Modeling and User-Adapted Interaction,Special Issue on Context-Aware Recommender Systems", Vol. 24(1-2). Springer, 2014 (Publisher website (Springer)) (BibTeX)
    @Book{AdomaviciusJannach2014,
    	title = {User Modeling and User-Adapted Interaction,Special Issue on Context-Aware Recommender Systems},
    	volume = {24},
    	number = {1--2},
    	editor  = {Gediminas Adomavicius and Dietmar Jannach},
    	publisher = {Springer},
    	year = {2014},
    }
  6. Proceedings of the 5th Workshop on Recommender Systems and the Social Web (RSWeb 2013 at ACM RecSys 2013). Hong Kong, China, 2013 (Summary (ACM)) (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2013,
    	title = {Proceedings of the 5th Workshop on Recommender Systems and the Social Web ({RSWeb 2013} at {ACM RecSys 2013})},
    	address = {Hong Kong, China},
    	year = {2013},
    }
  7. Proceedings of the AAAI 2013 Joint Workshop on Intelligent Techniques for Web Personalization and Recommendation (ITWP 2013). Bellevue, Washington, USA, 2013 (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2013a,
    	title = {Proceedings of the {AAAI} 2013 Joint Workshop on Intelligent Techniques for Web Personalization and Recommendation ({ITWP} 2013)},
    	address = {Bellevue, Washington, USA},
    	year = {2013},
    }
  8. Proceedings of the 4th Workshop on Recommender Systems and the Social Web (RSWeb 2012 at ACM RecSys 2012). Dublin, Ireland, 2012 (Abstract (ACM)) (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2013b,
    	title = {Proceedings of the 4th Workshop on Recommender Systems and the Social Web ({RSWeb 2012} at {ACM RecSys 2012})},
    	address = {Dublin, Ireland},
    	year = {2012},
    }
  9. Proceedings of the AAAI 2012 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2012). Toronto, Canada, 2012 (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2012,
    	title = {Proceedings of the {AAAI} 2012 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2012)},
    	address = {Toronto, Canada},
    	year = {2012},
    }
  10. Proceedings of the 5th ACM Conference on Recommender Systems (ACM RecSys 2011). Chicago, Illinois, USA, 2011 (BibTeX)
    @Proceedings{Proceedings2011,
    	title = {Proceedings of the 5th {ACM} Conference on Recommender Systems ({ACM RecSys 2011})},
    	address = {Chicago, Illinois, USA},
    	year = {2011},
    }
  11. Proceedings of the IJCAI 2011 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2011). Barcelona, Spain, 2011 (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2011a,
    	title = {Proceedings of the {IJCAI} 2011 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2011)},
    	address = {Barcelona, Spain},
    	year = {2011},
    }
  12. Proceedings of the IJCAI 2011 Workshop on Configuration (ConfWS 2011). Barcelona, Spain, 2011 (Workshop homepage) (Proceedings at CEUR-WS.org) (BibTeX)
    @Proceedings{Proceedings2011b,
    	title = {Proceedings of the {IJCAI} 2011 Workshop on Configuration ({ConfWS} 2011)},
    	address = {Barcelona, Spain},
    	year = {2011},
    }
  13. Zanker, M., Ricci, F., Jannach, D. and Terveen, L. (Eds.): "International Journal of Human-Computer Studies, Special Issue on Measuring the Impact of Personalization and Recommendation on User Behaviour", Vol. 68(8). Elsevier BV, 2010 (Editorial preprint) (BibTeX)
    @Book{ZankerRicciEtAl2010,
    	title = {International Journal of Human-Computer Studies, Special Issue on Measuring the Impact of Personalization and Recommendation on User Behaviour},
    	volume = {68},
    	number = {8},
    	editor  = {Markus Zanker and Francesco Ricci and Dietmar Jannach and Loren Terveen},
    	publisher = {Elsevier {BV}},
    	year = {2010},
    }
  14. Proceedings of the UMAP 2010 Joint Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2010). Big Island, Hawaii, USA, 2010 (Workshop homepage) (BibTeX)
    @Proceedings{Proceedings2010,
    	title = {Proceedings of the {UMAP} 2010 Joint Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2010)},
    	address = {Big Island, Hawaii, USA},
    	year = {2010},
    }
  15. Proceedings of the 1st Workshop on Recommender Systems and the Social Web (RSWeb 2009 at ACM RecSys 2009). New York City, New York, USA, 2009 (Abstract (ACM)) (Workshop homepage) (Proceedings) (BibTeX)
    @Proceedings{Proceedings2009,
    	title = {Proceedings of the 1st Workshop on Recommender Systems and the Social Web ({RSWeb 2009} at {ACM RecSys 2009})},
    	address = {New York City, New York, USA},
    	year = {2009},
    }
  16. Proceedings of the IJCAI 2009 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2009). Pasadena, California, USA, 2009 (Proceedings) (BibTeX)
    @Proceedings{Proceedings2009a,
    	title = {Proceedings of the {IJCAI} 2009 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2009)},
    	address = {Pasadena, California, USA},
    	year = {2009},
    }
  17. Jannach, D., Zanker, M. and Konstan, J. (Eds.): "AI Communications, Special issue on Recommender Systems", Vol. 21(2-3). IOS Press, 2008 (Publisher link (IOS Press)) (BibTeX)
    @Book{JannachZankerEtAl2008,
    	title = {AI Communications, Special issue on Recommender Systems},
    	volume = {21},
    	number = {2--3},
    	editor  = {Dietmar Jannach and Markus Zanker and Joseph Konstan},
    	publisher = {IOS Press},
    	year = {2008},
    }
  18. Proceedings of the AAAI 2008 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2008). Chicago, Illinois, USA, 2008 (BibTeX)
    @Proceedings{Proceedings2008,
    	title = {Proceedings of the {AAAI} 2008 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2008)},
    	address = {Chicago, Illinois, USA},
    	year = {2008},
    }
  19. Proceedings of the AAAI 2007 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2007). Vancouver, Canada, 2007 (BibTeX)
    @Proceedings{Proceedings2007,
    	title = {Proceedings of the {AAAI} 2007 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2007)},
    	address = {Vancouver, Canada},
    	year = {2007},
    }
  20. "Journal of the Austrian Society for Artificial Intelligence (ÖGAI), Special issue on Recommender Systems". 2006 (BibTeX)
    @Book{OEGAI2006,
    	title = {Journal of the Austrian Society for Artificial Intelligence (ÖGAI), Special issue on Recommender Systems},
    	year = {2006},
    }
  21. Proceedings of the IJCAI 2005 Workshop on Configuration (ConfWS 2005). Edinburgh, Scotland, 2005 (Proceedings) (BibTeX)
    @Proceedings{Proceedings2005,
    	title = {Proceedings of the {IJCAI} 2005 Workshop on Configuration ({ConfWS} 2005)},
    	address = {Edinburgh, Scotland},
    	year = {2005},
    }

Papers on international conferences (top)

  1. Schmitz, T., Jannach, D., Hofer, B., Koch, P., Schekotihin, K. and Wotawa, F.: "A Decomposition-Based Approach to Spreadsheet Testing and Debugging". In: Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '17), Raleigh, North Carolina, USA. 2017 (preprint) (BibTeX)
    Keywords: Spreadsheet testing and debugging, Genetic Algorithm
    @InProceedings{schmitzetalvlhcc2017,
    	author = {Thomas Schmitz and Dietmar Jannach and Birgit Hofer and Patrick Koch and Konstantin Schekotihin and Franz Wotawa},
    	title = {A Decomposition-Based Approach to Spreadsheet Testing and Debugging},
    	booktitle = {Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '17), Raleigh, North Carolina, USA},
    	year = {2017},
    	keywords = {Spreadsheet testing and debugging, Genetic Algorithm},
    }
  2. Jannach, D. and Ludewig, M.: "When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation". In: Proceedings of the 11th ACM Conference on Recommender Systems (RecSys 2017). Como, Italy, 2017 (Slides) (Preprint) (BibTeX)
    Keywords: Session-Based Recommendation, Nearest Neighbors, Deep Learning
    @InProceedings{JannachLudewig2017c,
    	author = {Dietmar Jannach and Malte Ludewig},
    	title = {When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation},
    	booktitle = {Proceedings of the 11th {ACM} Conference on Recommender Systems ({RecSys 2017})},
    	address = {Como, Italy},
    	year = {2017},
    	keywords = {Session-Based Recommendation, Nearest Neighbors, Deep Learning},
    }
  3. Kamehkhosh, I. and Jannach, D.: "User Perception of Next-Track Music Recommendations". In: The 2017 Conference on User Modeling Adaptation and Personalization (UMAP 2017). Bratislava, Slovakia, 2017 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Music Recommendation, User Study
    @InProceedings{KamehkhoshJannach2017,
    	author = {Iman Kamehkhosh and Dietmar Jannach},
    	title = {User Perception of Next-Track Music Recommendations},
    	booktitle = {The 2017 Conference on User Modeling Adaptation and Personalization ({UMAP 2017})},
    	address = {Bratislava, Slovakia},
    	year = {2017},
    	keywords = {Recommender Systems, Music Recommendation, User Study},
    }
  4. Jannach, D. and Ludewig, M.: "Investigating Personalized Search in E-Commerce". In: FLAIRS 2017. Marco Island, Florida, USA, 2017 (Preprint) (BibTeX)
    Keywords: Search Result Personalization, Recommender Systems, E-Commerce
    @InProceedings{JannachLudewig2017b,
    	author = {Dietmar Jannach and Malte Ludewig},
    	title = {Investigating Personalized Search in E-Commerce},
    	booktitle = {{FLAIRS 2017}},
    	address = {Marco Island, Florida, USA},
    	year = {2017},
    	keywords = {Search Result Personalization, Recommender Systems, E-Commerce},
    }
  5. Jannach, D. and Lerche, L.: "Offline Performance vs. Subjective Quality Experience: A Case Study in Video Game Recommendation". In: ACM Symposium on Applied Computing (ACM SAC 2017). Marrakesh, Morocco, 2017 (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Offline-Online Study
    @InProceedings{JannachLerche2017,
    	author = {Dietmar Jannach and Lukas Lerche},
    	title = {Offline Performance vs. Subjective Quality Experience: A Case Study in Video Game Recommendation},
    	booktitle = {ACM Symposium on Applied Computing ({ACM SAC 2017})},
    	address = {Marrakesh, Morocco},
    	year = {2017},
    	keywords = {Recommender Systems, Offline-Online Study},
    }
  6. Jannach, D., Kamehkhosh, I. and Lerche, L.: "Leveraging Multi-Dimensional User Models for Personalized Next-Track Music Recommendation". In: ACM Symposium on Applied Computing (ACM SAC 2017). Marrakesh, Morocco, 2017 (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Music Recommndation
    @InProceedings{JannachKamehkhoshEtAl2017,
    	author = {Dietmar Jannach and Iman Kamehkhosh and Lukas Lerche},
    	title = {Leveraging Multi-Dimensional User Models for Personalized Next-Track Music Recommendation},
    	booktitle = {ACM Symposium on Applied Computing ({ACM SAC 2017})},
    	address = {Marrakesh, Morocco},
    	year = {2017},
    	keywords = {Recommender Systems, Music Recommndation},
    }
  7. Jannach, D. and Ludewig, M.: "Determining Characteristics of Successful Recommendations from Log Data – A Case Study". In: ACM Symposium on Applied Computing (ACM SAC 2017). Marrakesh, Morocco, 2017 (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, E-Commerce
    @InProceedings{JannachLudewig2017a,
    	author = {Dietmar Jannach and Malte Ludewig},
    	title = {Determining Characteristics of Successful Recommendations from Log Data – A Case Study},
    	booktitle = {ACM Symposium on Applied Computing ({ACM SAC 2017})},
    	address = {Marrakesh, Morocco},
    	year = {2017},
    	keywords = {Recommender Systems, E-Commerce},
    }
  8. Jannach, D. and Adomavicius, G.: "Recommendations with a Purpose". In: Proceedings of the 10th ACM Conference on Recommender Systems (RecSys 2016). Boston, Massachusetts, USA, 2016, pp. 7-10 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems
    @InProceedings{JannachAdomavicius2016,
    	author = {Dietmar Jannach and Gediminas Adomavicius},
    	title = {Recommendations with a Purpose},
    	booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems ({RecSys 2016})},
    	address = {Boston, Massachusetts, USA},
    	year = {2016},
    	pages = {7--10},
    	doi = {10.1145/2959100.2959186},
    	keywords = {Recommender Systems},
    }
  9. Schmitz, T. and Jannach, D.: "Finding errors in the Enron spreadsheet corpus". In: IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC). Cambridge, UK, 2016 (Website) (Preprint) (BibTeX)
    Keywords: Spreadsheet Errors, Visual Tools, Corpus of Errors
    @InProceedings{SchmitzJannach2016,
    	author = {Thomas Schmitz and Dietmar Jannach},
    	title = {Finding errors in the Enron spreadsheet corpus},
    	booktitle = {{IEEE} Symposium on Visual Languages and Human-Centric Computing ({VL}/{HCC})},
    	address = {Cambridge, UK},
    	year = {2016},
    	doi = {10.1109/vlhcc.2016.7739679},
    	keywords = {Spreadsheet Errors, Visual Tools, Corpus of Errors},
    }
  10. Jannach, D., Naveed, S. and Jugovac, M.: "User Control in Recommender Systems: Overview and Interaction Challenges". In: 17th International Conference on Electronic Commerce and Web Technologies (EC-Web 2016). Porto, Portugal, 2016 (Preprint) (BibTeX)
    Keywords: Recommender Systems, User Interaction, Explanations
    @InProceedings{JannachNaveedEtAl2016,
    	author = {Dietmar Jannach and Sidra Naveed and Michael Jugovac},
    	title = {User Control in Recommender Systems: Overview and Interaction Challenges},
    	booktitle = {17th International Conference on Electronic Commerce and Web Technologies ({EC-Web 2016})},
    	address = {Porto, Portugal},
    	year = {2016},
    	keywords = {Recommender Systems, User Interaction, Explanations},
    }
  11. Lerche, L., Jannach, D. and Ludewig, M.: "On the Value of Reminders within E-Commerce Recommendations". In: Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, (UMAP 2016). Halifax, Canada, 2016. (Best Student Paper Award) (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, E-Commerce, Reminding
    @InProceedings{LercheJannachEtAl2016,
    	author = {Lukas Lerche and Dietmar Jannach and Malte Ludewig},
    	title = {On the Value of Reminders within E-Commerce Recommendations},
    	booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, ({UMAP 2016})},
    	address = {Halifax, Canada},
    	year = {2016},
    	doi = {10.1145/2930238.2930244},
    	keywords = {Recommender Systems, E-Commerce, Reminding},
    }
  12. Jannach, D., Kamehkhosh, I. and Bonnin, G.: "Biases in Automated Music Playlist Generation". In: Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, UMAP 2016. Halifax, Canada, 2016 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Music Recommedation, Biases
    @InProceedings{JannachKamehkhoshEtAl2016,
    	author = {Dietmar Jannach and Iman Kamehkhosh and Geoffray Bonnin},
    	title = {Biases in Automated Music Playlist Generation},
    	booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, {UMAP 2016}},
    	address = {Halifax, Canada},
    	year = {2016},
    	doi = {10.1145/2930238.2930283},
    	keywords = {Music Recommedation, Biases},
    }
  13. Schekotihin, K., Schmitz, T. and Jannach, D.: "Efficient Sequential Model-Based Fault-Localization with Partial Diagnoses". In: Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016). New York, New York, USA, 2016, pp. 1251-1258 (Preprint) (BibTeX)
    Keywords: Model-based diagnosis, Interactive and Sequential Diagnosis, Conflicts
    @InProceedings{SchekotihinSchmitzEtAl2016,
    	author = {Konstantin Schekotihin and Thomas Schmitz and Dietmar Jannach},
    	title = {Efficient Sequential Model-Based Fault-Localization with Partial Diagnoses},
    	booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence ({IJCAI 2016})},
    	address = {New York, New York, USA},
    	year = {2016},
    	pages = {1251--1258},
    	keywords = {Model-based diagnosis, Interactive and Sequential Diagnosis, Conflicts},
    }
  14. Jannach, D., Lerche, L. and Jugovac, M.: "Item Familiarity as a Possible Confounding Factor in User-Centric Recommender Systems Evaluation". In: Poster Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015 Posters). Vienna, Austria, 2015 (Preprint) (CEUR-WS Proceedings) (BibTeX)
    Keywords: Recommender Systems, Evaluation, User Study
    @InProceedings{JannachLercheEtAl2015,
    	author = {Dietmar Jannach and Lukas Lerche and Michael Jugovac},
    	title = {Item Familiarity as a Possible Confounding Factor in User-Centric Recommender Systems Evaluation},
    	booktitle = {Poster Proceedings of the 9th ACM Conference on Recommender Systems ({RecSys 2015} Posters)},
    	address = {Vienna, Austria},
    	year = {2015},
    	keywords = {Recommender Systems, Evaluation, User Study},
    }
  15. Jannach, D., Lerche, L. and Jugovac, M.: "Adaptation and Evaluation of Recommendations for Short-term Shopping Goals". In: Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015). Vienna, Austria, 2015, pp. 211-218 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Evaluation, Real-world Data, Contextualization
    @InProceedings{JannachLercheEtAl2015a,
    	author = {Dietmar Jannach and Lukas Lerche and Michael Jugovac},
    	title = {Adaptation and Evaluation of Recommendations for Short-term Shopping Goals},
    	booktitle = {Proceedings of the 9th {ACM} Conference on Recommender Systems ({RecSys 2015})},
    	address = {Vienna, Austria},
    	year = {2015},
    	pages = {211--218},
    	doi = {10.1145/2792838.2800176},
    	keywords = {Recommender Systems, Evaluation, Real-world Data, Contextualization},
    }
  16. Jannach, D., Lerche, L. and Kamehkhosh, I.: "Beyond "Hitting the Hits" - Generating Coherent Music Playlist Continuations with the Right Tracks". In: Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015). Vienna, Austria, 2015, pp. 187-194 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Music Playlist Generation, Evaluation
    @InProceedings{JannachLercheEtAl2015b,
    	author = {Dietmar Jannach and Lukas Lerche and Iman Kamehkhosh},
    	title = {Beyond "Hitting the Hits" - Generating Coherent Music Playlist Continuations with the Right Tracks},
    	booktitle = {Proceedings of the 9th {ACM} Conference on Recommender Systems ({RecSys 2015})},
    	address = {Vienna, Austria},
    	year = {2015},
    	pages = {187--194},
    	doi = {10.1145/2792838.2800182},
    	keywords = {Recommender Systems, Music Playlist Generation, Evaluation},
    }
  17. Shchekotykhin, K., Jannach, D. and Schmitz, T.: "MergeXplain: Fast Computation of Multiple Conflicts for Diagnosis". In: Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015). Buenos Aires, Argentina, 2015, pp. 3221-3228 (Preprint) (BibTeX)
    Keywords: Model-based diagnosis, Conflicts, Constraints
    @InProceedings{ShchekotykhinJannachEtAl2015,
    	author = {Kostyantyn Shchekotykhin and Dietmar Jannach and Thomas Schmitz},
    	title = {{MergeXplain}: Fast Computation of Multiple Conflicts for Diagnosis},
    	booktitle = {Proceedings of the 24th International Joint Conference on Artificial Intelligence ({IJCAI 2015})},
    	address = {Buenos Aires, Argentina},
    	year = {2015},
    	pages = {3221--3228},
    	keywords = {Model-based diagnosis, Conflicts, Constraints},
    }
  18. Jannach, D., Jugovac, M. and Lerche, L.: "Adaptive Recommendation-based Modeling Support for Data Analysis Workflows". In: Proceedings of the 20th International Conference on Intelligent User Interfaces (IUI 2015). Atlanta, Georgia, USA, 2015, pp. 252-262 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommendation, Process Modeling, RapidMiner
    @InProceedings{JannachJugovacEtAl2015,
    	author = {Dietmar Jannach and Michael Jugovac and Lukas Lerche},
    	title = {Adaptive Recommendation-based Modeling Support for Data Analysis Workflows},
    	booktitle = {Proceedings of the 20th International Conference on Intelligent User Interfaces ({IUI} 2015)},
    	address = {Atlanta, Georgia, USA},
    	year = {2015},
    	pages = {252--262},
    	doi = {10.1145/2678025.2701380},
    	keywords = {Recommendation, Process Modeling, RapidMiner},
    }
  19. Jannach, D., Schmitz, T. and Shchekotykhin, K. M.: "Parallelized Hitting Set Computation for Model-Based Diagnosis". In: Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015). Austin, Texas, USA, 2015, pp. 1503-1510 (Preprint) (BibTeX)
    Keywords: Model-based Diagnosis, Artificial Intelligence, Parallelization
    @InProceedings{JannachSchmitzEtAl2015,
    	author = {Dietmar Jannach and Thomas Schmitz and Kostyantyn M. Shchekotykhin},
    	title = {Parallelized Hitting Set Computation for Model-Based Diagnosis},
    	booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI 2015})},
    	address = {Austin, Texas, {USA}},
    	year = {2015},
    	pages = {1503--1510},
    	keywords = {Model-based Diagnosis, Artificial Intelligence, Parallelization},
    }
  20. Jannach, D. and Fischer, S.: "Recommendation-based modeling support for data mining processes". In: Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014). Foster City, California, USA, 2014, pp. 337-340 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Applications, Data Mining
    @InProceedings{JannachFischer2014,
    	author = {Dietmar Jannach and Simon Fischer},
    	title = {Recommendation-based modeling support for data mining processes},
    	booktitle = {Proceedings of the 8th {ACM} Conference on Recommender Systems ({RecSys 2014})},
    	address = {Foster City, California, {USA}},
    	year = {2014},
    	pages = {337--340},
    	doi = {10.1145/2645710.2645755},
    	keywords = {Recommender Systems, Applications, Data Mining},
    }
  21. Lerche, L. and Jannach, D.: "Using graded implicit feedback for bayesian personalized ranking". In: Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014). Foster City, California, USA, 2014, pp. 353-356 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Implicit feedback, Ranking
    @InProceedings{LercheJannach2014,
    	author = {Lukas Lerche and Dietmar Jannach},
    	title = {Using graded implicit feedback for bayesian personalized ranking},
    	booktitle = {Proceedings of the 8th {ACM} Conference on Recommender Systems ({RecSys 2014})},
    	address = {Foster City, California, {USA}},
    	year = {2014},
    	pages = {353--356},
    	doi = {10.1145/2645710.2645759},
    	keywords = {Recommender Systems, Implicit feedback, Ranking},
    }
  22. Vatolkin, I., Bonnin, G. and Jannach, D.: "Comparing Audio Features and Playlist Statistics for Music Classification". In: European Conference on Data Analysis (ECDA 2014). Bremen, Germany, 2014, pp. 437-447 (Publisher link (Springer)) (Preprint) (BibTeX)
    Keywords: Music Classification, Playlists, Music Information Retrieval
    @InProceedings{VatolkinBonninEtAl2014,
    	author = {Igor Vatolkin and Geoffray Bonnin and Dietmar Jannach},
    	title = {Comparing Audio Features and Playlist Statistics for Music Classification},
    	booktitle = {European Conference on Data Analysis ({ECDA 2014})},
    	address = {Bremen, Germany},
    	year = {2014},
    	pages = {437--447},
    	keywords = {Music Classification, Playlists, Music Information Retrieval},
    }
  23. Bonnin, G. and Jannach, D.: "Evaluating the quality of generated playlists based on hand-crafted samples". In: Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR 2013). Curitiba, Brazil, 2013, pp. 263-268 (Preprint) (BibTeX)
    Keywords: Recommender systems, Music recommmendation, Playlists
    @InProceedings{BonninJannach2013,
    	author = {Geoffray Bonnin and Dietmar Jannach},
    	title = {Evaluating the quality of generated playlists based on hand-crafted samples},
    	booktitle = {Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR 2013)},
    	address = {Curitiba, Brazil},
    	year = {2013},
    	pages = {263--268},
    	keywords = {Recommender systems, Music recommmendation, Playlists},
    }
  24. Jannach, D., Baharloo, A. and Williamson, D.: "Toward an Integrated Framework for Declarative and Interactive Spreadsheet Debugging". In: Proceedings of the 8th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2013). Angers, France, 2013, pp. 117-124 (Website) (Preprint) (BibTeX)
    Keywords: Debugging, Spreadsheets, Model-based Diagnosis, Constraints
    @InProceedings{JannachBaharlooEtAl2013,
    	author = {Dietmar Jannach and Arash Baharloo and David Williamson},
    	title = {Toward an Integrated Framework for Declarative and Interactive Spreadsheet Debugging},
    	booktitle = {Proceedings of the 8th International Conference on Evaluation of Novel Approaches to Software Engineering ({ENASE 2013})},
    	address = {Angers, France},
    	year = {2013},
    	pages = {117--124},
    	doi = {10.5220/0004410601170124},
    	keywords = {Debugging, Spreadsheets, Model-based Diagnosis, Constraints},
    }
  25. Jannach, D., Lerche, L., Gedikli, F. and Bonnin, G.: "What Recommenders Recommend - An Analysis of Accuracy, Popularity, and Sales Diversity Effects". In: 21st Conference on User Modeling, Adaptation and Personalization (UMAP 2013). Rome, Italy, 2013, pp. 25-37 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Evaluation
    @InProceedings{JannachLercheEtAl2013,
    	author = {Dietmar Jannach and Lukas Lerche and Fatih Gedikli and Geoffray Bonnin},
    	title = {What Recommenders Recommend - An Analysis of Accuracy, Popularity, and Sales Diversity Effects},
    	booktitle = {21st Conference on User Modeling, Adaptation and Personalization (UMAP 2013)},
    	address = {Rome, Italy},
    	year = {2013},
    	pages = {25--37},
    	doi = {10.1007/978-3-642-38844-6_3},
    	keywords = {Recommender Systems, Evaluation},
    }
  26. Jannach, D., Zanker, M., Ge, M. and Gröning, M.: "Recommender Systems in Computer Science and Information Systems - A Landscape of Research". In: 13th International Conference on Electronic Commerce and Web Technologies (EC-Web 2012). Vienna, Austria, 2012, pp. 76-87 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Survey
    @InProceedings{JannachZankerEtAl2012,
    	author = {Dietmar Jannach and Markus Zanker and Mouzhi Ge and Marian Gröning},
    	title = {Recommender Systems in Computer Science and Information Systems - A Landscape of Research},
    	booktitle = {13th International Conference on Electronic Commerce and Web Technologies ({EC-Web 2012})},
    	address = {Vienna, Austria},
    	year = {2012},
    	pages = {76--87},
    	doi = {10.1007/978-3-642-32273-0_7},
    	keywords = {Recommender Systems, Survey},
    }
  27. Ge, M., Jannach, D., Gedikli, F. and Hepp, M.: "Effects of the placement of diverse items in recommendation lists". In: 14th International Conference on Enterprise Information Systems (ICEIS 2012). Wroclaw, Poland, 2012, pp. 201-208. (Best paper award. A revised version appeared as "Bringing Diversity to Recommendation Lists - An Analysis of the Placement of Diverse Items" in LNBIP Vol. 141) (Revised version) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Diversity, Evaluation
    @InProceedings{GeJannachEtAl2012,
    	author = {Mouzhi Ge and Dietmar Jannach and Fatih Gedikli and Martin Hepp},
    	title = {Effects of the placement of diverse items in recommendation lists},
    	booktitle = {14th International Conference on Enterprise Information Systems ({ICEIS 2012})},
    	address = {Wroclaw, Poland},
    	year = {2012},
    	pages = {201--208},
    	keywords = {Recommender Systems, Diversity, Evaluation},
    }
  28. Jannach, D., Karakaya, Z. and Gedikli, F.: "Accuracy improvements for multi-criteria recommender systems". In: Proceedings of the 13th ACM Conference on Electronic Commerce (ACM EC 2012). Valencia, Spain, 2012, pp. 674-689 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Multi-criteria ratings, Tourism
    @InProceedings{JannachKarakayaEtAl2012,
    	author = {Dietmar Jannach and Zeynep Karakaya and Fatih Gedikli},
    	title = {Accuracy improvements for multi-criteria recommender systems},
    	booktitle = {Proceedings of the 13th {ACM} Conference on Electronic Commerce ({ACM EC 2012})},
    	address = {Valencia, Spain},
    	year = {2012},
    	pages = {674--689},
    	doi = {10.1145/2229012.2229065},
    	keywords = {Recommender Systems, Multi-criteria ratings, Tourism},
    }
  29. Jannach, D., Gedikli, F., Karakaya, Z. and Juwig, O.: "Recommending Hotels based on Multi-Dimensional Customer Ratings". In: Proceedings of ENTER 2012 - eTourism Present and Future Services and Applications. Helsingborg, Sweden, 2012, pp. 320-331 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Multi-criteria ratings, Tourism
    @InProceedings{JannachGedikliEtAl2012,
    	author = {Dietmar Jannach and Fatih Gedikli and Zeynep Karakaya and Oliver Juwig},
    	title = {Recommending Hotels based on Multi-Dimensional Customer Ratings},
    	booktitle = {Proceedings of ENTER 2012 - eTourism Present and Future Services and Applications},
    	address = {Helsingborg, Sweden},
    	year = {2012},
    	pages = {320--331},
    	doi = {10.1007/978-3-7091-1142-0_28},
    	keywords = {Recommender Systems, Multi-criteria ratings, Tourism},
    }
  30. Gedikli, F., Bagdat, F., Ge, M. and Jannach, D.: "RF-Rec: Fast and Accurate Computation of Recommendations Based on Rating Frequencies". In: 13th IEEE Conference on Commerce and Enterprise Computing (CEC 2011). Luxembourg-Kirchberg, Luxembourg, 2011 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Accuracy, Computational efficiency
    @InProceedings{GedikliBagdatEtAl2011,
    	author = {Fatih Gedikli and Faruk Bagdat and Mouzhi Ge and Dietmar Jannach},
    	title = {{RF}-Rec: Fast and Accurate Computation of Recommendations Based on Rating Frequencies},
    	booktitle = {13th {IEEE} Conference on Commerce and Enterprise Computing ({CEC 2011})},
    	address = {Luxembourg-Kirchberg, Luxembourg},
    	year = {2011},
    	doi = {10.1109/cec.2011.24},
    	keywords = {Recommender Systems, Accuracy, Computational efficiency},
    }
  31. Gedikli, F., Ge, M. and Jannach, D.: "Understanding Recommendations by Reading the Clouds". In: 12th International Conference on Electronic Commerce and Web Technologies (EC-Web 2011). Toulouse, France, 2011, pp. 196-208 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, User interaction, Explanations
    @InProceedings{GedikliGeEtAl2011,
    	author = {Fatih Gedikli and Mouzhi Ge and Dietmar Jannach},
    	title = {Understanding Recommendations by Reading the Clouds},
    	booktitle = {12th International Conference on Electronic Commerce and Web Technologies ({EC-Web 2011})},
    	address = {Toulouse, France},
    	year = {2011},
    	pages = {196--208},
    	doi = {10.1007/978-3-642-23014-1_17},
    	keywords = {Recommender Systems, User interaction, Explanations},
    }
  32. Kubatz, M., Gedikli, F. and Jannach, D.: "LocalRank - Neighborhood-Based, Fast Computation of Tag Recommendations". In: 12th International Conference on Electronic Commerce and Web Technologies (EC-Web 2011). Toulouse, France, 2011, pp. 258-269 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, User interaction, Explanations
    @InProceedings{KubatzGedikliEtAl2011,
    	author = {Marius Kubatz and Fatih Gedikli and Dietmar Jannach},
    	title = {{LocalRank} - Neighborhood-Based, Fast Computation of Tag Recommendations},
    	booktitle = {12th International Conference on Electronic Commerce and Web Technologies ({EC-Web 2011})},
    	address = {Toulouse, France},
    	year = {2011},
    	pages = {258--269},
    	doi = {10.1007/978-3-642-23014-1_22},
    	keywords = {Recommender Systems, User interaction, Explanations},
    }
  33. Ge, M., Helfert, M. and Jannach, D.: "Information quality assessment: Validating measurement dimensions and processes". In: Proceedings of the 9th European Conference on Information Systems (ECIS 2011). Helsinki, Finland, 2011 (Preprint) (BibTeX)
    Keywords: Information Systems, Information Quality
    @InProceedings{GeHelfertEtAl2011,
    	author = {Mouzhi Ge and Markus Helfert and Dietmar Jannach},
    	title = {Information quality assessment: Validating measurement dimensions and processes},
    	booktitle = {Proceedings of the 9th European Conference on Information Systems ({ECIS 2011})},
    	address = {Helsinki, Finland},
    	year = {2011},
    	keywords = {Information Systems, Information Quality},
    }
  34. Gedikli, F. and Jannach, D.: "Neighborhood-Restricted Mining and Weighted Application of Association Rules for Recommenders". In: 11th International Conference on Web Information Systems Engineering (WISE 2010). Hong Kong, China, 2010, pp. 157-165 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Association Rule Mining
    @InProceedings{GedikliJannach2010,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Neighborhood-Restricted Mining and Weighted Application of Association Rules for Recommenders},
    	booktitle = {11th International Conference on Web Information Systems Engineering ({WISE 2010})},
    	address = {Hong Kong, China},
    	year = {2010},
    	pages = {157--165},
    	doi = {10.1007/978-3-642-17616-6_15},
    	keywords = {Recommender Systems, Collaborative Filtering, Association Rule Mining},
    }
  35. Gedikli, F. and Jannach, D.: "Recommending based on rating frequencies". In: Proceedings of the 4th ACM Conference on Recommender Systems (RecSys 2010). Barcelona, Spain, 2010, pp. 233-236 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Accuracy
    @InProceedings{GedikliJannach2010a,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Recommending based on rating frequencies},
    	booktitle = {Proceedings of the 4th {ACM} Conference on Recommender Systems ({RecSys 2010})},
    	address = {Barcelona, Spain},
    	year = {2010},
    	pages = {233-236},
    	doi = {10.1145/1864708.1864755},
    	keywords = {Recommender Systems, Collaborative Filtering, Accuracy},
    }
  36. Ge, M., Delgado-Battenfeld, C. and Jannach, D.: "Beyond Accuracy: Evaluating Recommender Systems by Coverage and Serendipity". In: Proceedings of the 4th ACM Conference on Recommender Systems (RecSys 2010). Barcelona, Spain, 2010, pp. 257-260 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Recommendation Quality
    @InProceedings{GeDelgado-BattenfeldEtAl2010,
    	author = {Mouzhi Ge and Carla Delgado-Battenfeld and Dietmar Jannach},
    	title = {Beyond Accuracy: Evaluating Recommender Systems by Coverage and Serendipity},
    	booktitle = {Proceedings of the 4th {ACM} Conference on Recommender Systems ({RecSys 2010})},
    	address = {Barcelona, Spain},
    	year = {2010},
    	pages = {257--260},
    	doi = {10.1145/1864708.1864761},
    	keywords = {Recommender Systems, Collaborative Filtering, Recommendation Quality},
    }
  37. Jannach, D. and Engler, U.: "Toward model-based debugging of spreadsheet programs". In: 9th Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2010). Kaunas, Lithuania, 2010, pp. 252-262 (Preprint) (BibTeX)
    Keywords: Spreadsheets, Debugging, Diagnosis, Constraints
    @InProceedings{JannachEngler2010,
    	author = {Dietmar Jannach and Ulrich Engler},
    	title = {Toward model-based debugging of spreadsheet programs},
    	booktitle = {9th Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2010)},
    	address = {Kaunas, Lithuania},
    	year = {2010},
    	pages = {252--262},
    	keywords = {Spreadsheets, Debugging, Diagnosis, Constraints},
    }
  38. Jannach, D. and Hegelich, K.: "A Case Study on the Effectiveness of Recommendations in the Mobile Internet". In: Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009). New York City, New York, 2009, pp. 205-208 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Recommender Systems, Case Study, Mobile Internet, Collaborative Filtering
    @InProceedings{JannachHegelich2009,
    	author = {Dietmar Jannach and Kolja Hegelich},
    	title = {A Case Study on the Effectiveness of Recommendations in the Mobile Internet},
    	booktitle = {Proceedings of the 3rd {ACM} Conference on Recommender Systems ({RecSys 2009})},
    	address = {New York City, New York},
    	year = {2009},
    	pages = {205--208},
    	doi = {10.1145/1639714.1639749},
    	keywords = {Recommender Systems, Case Study, Mobile Internet, Collaborative Filtering},
    }
  39. Shchekotykhin, K., Jannach, D. and Friedrich, G.: "xCrawl: A High-Recall Crawling Method for Web Mining". In: 8th IEEE International Conference on Data Mining (ICDM 2008). Pisa, Italy, 2008, pp. 550-559 (Website) (Preprint) (BibTeX)
    Keywords: Web Crawling, Data Mining
    @InProceedings{ShchekotykhinJannachEtAl2008,
    	author = {Kostyantyn Shchekotykhin and Dietmar Jannach and Gerhard Friedrich},
    	title = {{xCrawl}: A High-Recall Crawling Method for Web Mining},
    	booktitle = {8th {IEEE} International Conference on Data Mining ({ICDM 2008})},
    	address = {Pisa, Italy},
    	year = {2008},
    	pages = {550--559},
    	doi = {10.1109/icdm.2008.121},
    	keywords = {Web Crawling, Data Mining},
    }
  40. Jannach, D.: "Knowledge-based System Development with Scripting Technology: A Recommender System Example". In: Proceedings of the 20th International Conference on Software Engineering & Knowledge Engineering (SEKE 2008). San Francisco, California, USA, 2008, pp. 405-416 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Knowledge-based Software Development, Knowledge Representation
    @InProceedings{Jannach2008,
    	author = {Dietmar Jannach},
    	title = {Knowledge-based System Development with Scripting Technology: A Recommender System Example},
    	booktitle = {Proceedings of the 20th International Conference on Software Engineering {\&} Knowledge Engineering ({SEKE 2008})},
    	address = {San Francisco, California, {USA}},
    	year = {2008},
    	pages = {405--416},
    	keywords = {Knowledge-based Recommender Systems, Knowledge-based Software Development, Knowledge Representation},
    }
  41. Shchekotykhin, K. M., Jannach, D., Friedrich, G. and Kozeruk, O.: "AllRight: Automatic Ontology Instantiation from Tabular Web Documents". In: Proceedings of the 6th International Semantic Web Conference (ISWC 2007). Busan, Korea, 2007, pp. 466-479 (Website) (Preprint) (BibTeX)
    Keywords: Web Mining, Web Crawling, Semantic Web, Ontologies
    @InProceedings{ShchekotykhinJannachEtAl2007,
    	author = {Kostyantyn M. Shchekotykhin and Dietmar Jannach and Gerhard Friedrich and Olga Kozeruk},
    	title = {{AllRight}: Automatic Ontology Instantiation from Tabular Web Documents},
    	booktitle = {Proceedings of the 6th International Semantic Web Conference ({ISWC 2007})},
    	address = {Busan, Korea},
    	year = {2007},
    	pages = {466--479},
    	doi = {10.1007/978-3-540-76298-0_34},
    	keywords = {Web Mining, Web Crawling, Semantic Web, Ontologies},
    }
  42. Shchekotykhin, K. M., Jannach, D. and Friedrich, G.: "Clustering Web Documents with Tables for Information Extraction". In: Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007). Whistler, Canada, 2007, pp. 169-170 (Website) (Fulltext (ACM)) (BibTeX)
    Keywords: Web Mining, Web Crawling, Semantic Web, Ontologies
    @InProceedings{ShchekotykhinJannachEtAl2007a,
    	author = {Kostyantyn M. Shchekotykhin and Dietmar Jannach and Gerhard Friedrich},
    	title = {Clustering Web Documents with Tables for Information Extraction},
    	booktitle = {Proceedings of the 4th International Conference on Knowledge Capture ({K-CAP 2007})},
    	address = {Whistler, Canada},
    	year = {2007},
    	pages = {169--170},
    	doi = {10.1145/1298406.1298438},
    	keywords = {Web Mining, Web Crawling, Semantic Web, Ontologies},
    }
  43. Jannach, D. and Bundgaard-Joergensen, U.: "SAT: A Web-Based Interactive Advisor for Investor-Ready Business Plans". In: Proceedings of the International Conference on e-Business (ICE-B 2007). Barcelona, Spain, 2007, pp. 99-106 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender System, Decision Support System, E-Business, Business Plans
    @InProceedings{JannachBundgaard-Joergensen2007,
    	author = {Dietmar Jannach and Uffe Bundgaard-Joergensen},
    	title = {{SAT}: A Web-Based Interactive Advisor for Investor-Ready Business Plans},
    	booktitle = {Proceedings of the International Conference on e-Business ({ICE-B 2007})},
    	address = {Barcelona, Spain},
    	year = {2007},
    	pages = {99--106},
    	keywords = {Knowledge-based Recommender System, Decision Support System, E-Business, Business Plans},
    }
  44. Kuster, J., Jannach, D. and Friedrich, G.: "Local Rescheduling - A Novel Approach for Efficient Response to Schedule Disruptions". In: IEEE Symposium on Computational Intelligence in Scheduling (CISched 2007). Honolulu, Hawaii, USA, 2007, pp. 79-86. (Best student paper award) (Website) (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @InProceedings{KusterJannachEtAl2007,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach and Gerhard Friedrich},
    	title = {Local Rescheduling - A Novel Approach for Efficient Response to Schedule Disruptions},
    	booktitle = {{IEEE} Symposium on Computational Intelligence in Scheduling ({CISched 2007})},
    	address = {Honolulu, Hawaii, USA},
    	year = {2007},
    	pages = {79--86},
    	doi = {10.1109/SCIS.2007.367673},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  45. Kuster, J., Jannach, D. and Friedrich, G.: "Handling Alternative Activities in Resource-Constrained Project Scheduling Problems". In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007). Hyderabad, India, 2007, pp. 1960-1965 (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @InProceedings{KusterJannachEtAl2007a,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach and Gerhard Friedrich},
    	title = {Handling Alternative Activities in Resource-Constrained Project Scheduling Problems},
    	booktitle = {Proceedings of the 20th International Joint Conference on Artificial Intelligence ({IJCAI 2007})},
    	address = {Hyderabad, India},
    	year = {2007},
    	pages = {1960--1965},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  46. Jannach, D., Zanker, M., Jessenitschnig, M. and Seidler, O.: "Developing a Conversational Travel Advisor with ADVISOR SUITE". In: Proceedings of ENTER 2007 - Information and Communication Technologies in Tourism. Ljubljana, Slovenia, 2007, pp. 43-52 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender System, Sales Advisory System, E-Tourism
    @InProceedings{JannachZankerEtAl2007,
    	author = {Dietmar Jannach and Markus Zanker and Markus Jessenitschnig and Oskar Seidler},
    	title = {Developing a Conversational Travel Advisor with {ADVISOR} {SUITE}},
    	booktitle = {Proceedings of {ENTER} 2007 - Information and Communication Technologies in Tourism},
    	address = {Ljubljana, Slovenia},
    	year = {2007},
    	pages = {43--52},
    	doi = {10.1007/978-3-211-69566-1_5},
    	keywords = {Knowledge-based Recommender System, Sales Advisory System, E-Tourism},
    }
  47. Zanker, M., Bricman, M., Gordea, S., Jannach, D. and Jessenitschnig, M.: "Persuasive Online-Selling in Quality and Taste Domains". In: 7th International Conference on Electronic Commerce and Web Technologies (EC-Web 2006). Krakow, Poland, 2006, pp. 51-60 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, E-Tourism
    @InProceedings{ZankerBricmanEtAl2006,
    	author = {Markus Zanker and Marcel Bricman and Sergiu Gordea and Dietmar Jannach and Markus Jessenitschnig},
    	title = {Persuasive Online-Selling in Quality and Taste Domains},
    	booktitle = {7th International Conference on Electronic Commerce and Web Technologies ({EC-Web 2006})},
    	address = {Krakow, Poland},
    	year = {2006},
    	pages = {51--60},
    	doi = {10.1007/11823865_6},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, E-Tourism},
    }
  48. Kuster, J. and Jannach, D.: "Approaches to Efficient Resource-Constrained Project Rescheduling". In: Proceedings of the 3rd Starting AI Researchers' Symposium (STAIRS 2006). Riva del Garda, Italy, 2006, pp. 208-219 (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @InProceedings{KusterJannach2006,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach},
    	title = {Approaches to Efficient Resource-Constrained Project Rescheduling},
    	booktitle = {Proceedings of the 3rd Starting {AI} Researchers' Symposium ({STAIRS 2006})},
    	address = {Riva del Garda, Italy},
    	year = {2006},
    	pages = {208--219},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  49. Jannach, D.: "Finding Preferred Query Relaxations in Content-Based Recommenders". In: Proceedings of the 3rd IEEE Conference on Intelligent Systems (IS 2006). London, UK, 2006, pp. 355-360 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommendation, Query Relaxation, Optimization
    @InProceedings{Jannach2006,
    	author = {Dietmar Jannach},
    	title = {Finding Preferred Query Relaxations in Content-Based Recommenders},
    	booktitle = {Proceedings of the 3rd IEEE Conference on Intelligent Systems (IS 2006)},
    	address = {London, UK},
    	year = {2006},
    	pages = {355-360},
    	keywords = {Knowledge-based Recommendation, Query Relaxation, Optimization},
    }
  50. Kuster, J. and Jannach, D.: "Extending the Resource Constrained Project Scheduling Problem for Disruption Management". In: Proceedings of the 3rd IEEE Conference on Intelligent Systems (IS 2006). London, UK, 2006, pp. 95-102 (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms
    @InProceedings{KusterJannach2006a,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach},
    	title = {Extending the Resource Constrained Project Scheduling Problem for Disruption Management},
    	booktitle = {Proceedings of the 3rd IEEE Conference on Intelligent Systems (IS 2006)},
    	address = {London, UK},
    	year = {2006},
    	pages = {95--102},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms},
    }
  51. Jannach, D. and Zanker, M.: "Knowledge-Based Sales Advisory: Experiences and Future Directions". In: Proceedings of the International Conference on e-Business (ICE-B 2006). Setubal, Portugal, 2006, pp. 200-208 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, E-Business
    @InProceedings{JannachZanker2006,
    	author = {Dietmar Jannach and Markus Zanker},
    	title = {Knowledge-Based Sales Advisory: Experiences and Future Directions},
    	booktitle = {Proceedings of the International Conference on e-Business ({ICE-B 2006})},
    	address = {Setubal, Portugal},
    	year = {2006},
    	pages = {200--208},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, E-Business},
    }
  52. Jannach, D. and Liegl, J.: "Conflict-Directed Relaxation of Constraints in Content-Based Recommender Systems". In: Proceedings of the 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2006). Annecy, France, 2006, pp. 819-829 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommendation, Query Relaxation, Optimization
    @InProceedings{JannachLiegl2006,
    	author = {Dietmar Jannach and Johannes Liegl},
    	title = {Conflict-Directed Relaxation of Constraints in Content-Based Recommender Systems},
    	booktitle = {Proceedings of the 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems ({IEA/AIE} 2006)},
    	address = {Annecy, France},
    	year = {2006},
    	pages = {819--829},
    	doi = {10.1007/11779568_88},
    	keywords = {Knowledge-based Recommendation, Query Relaxation, Optimization},
    }
  53. Kuster, J. and Jannach, D.: "Handling Airport Ground Processes Based on Resource-Constrained Project Scheduling". In: Proceedings of the 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2006). Annecy, France, 2006, pp. 166-176 (Website) (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms, Airport Operations
    @InProceedings{KusterJannach2006b,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach},
    	title = {Handling Airport Ground Processes Based on Resource-Constrained Project Scheduling},
    	booktitle = {Proceedings of the 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems ({IEA/AIE} 2006)},
    	address = {Annecy, France},
    	year = {2006},
    	pages = {166--176},
    	doi = {10.1007/11779568_20},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms, Airport Operations},
    }
  54. Kuster, J. and Jannach, D.: "Approaches to Operative Decision Support in the Management of Aircraft Turnaround Disruptions". In: Proceedings of the 2nd International Conference on Research in Air Transportation (ICRAT 2006). Belgrade, Serbia, 2006, pp. 273-282 (Preprint) (BibTeX)
    Keywords: Operations Research, Scheduling, Disruption Management, Genetic Algorithms, Airport Operations
    @InProceedings{KusterJannach2006c,
    	author = {J{\"{u}}rgen Kuster and Dietmar Jannach},
    	title = {Approaches to Operative Decision Support in the Management of Aircraft Turnaround Disruptions},
    	booktitle = {Proceedings of the 2nd International Conference on Research in Air Transportation (ICRAT 2006)},
    	address = {Belgrade, Serbia},
    	year = {2006},
    	pages = {273--282},
    	keywords = {Operations Research, Scheduling, Disruption Management, Genetic Algorithms, Airport Operations},
    }
  55. Jannach, D.: "Techniques for Fast Query Relaxation in Content-Based Recommender Systems". In: Proceedings of the 29th Annual German Conference on Artificial Intelligence (KI 2006). Bremen, Germany, 2006, pp. 49-63 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommendation, Query Relaxation
    @InProceedings{Jannach2006a,
    	author = {Dietmar Jannach},
    	title = {Techniques for Fast Query Relaxation in Content-Based Recommender Systems},
    	booktitle = {Proceedings of the 29th Annual German Conference on Artificial Intelligence ({KI 2006})},
    	address = {Bremen, Germany},
    	year = {2006},
    	pages = {49--63},
    	doi = {10.1007/978-3-540-69912-5_5},
    	keywords = {Knowledge-based Recommendation, Query Relaxation},
    }
  56. Kreutler, G. and Jannach, D.: "Personalized Needs Acquisition in Web-based Configuration Systems". In: Mass Customization: Concepts-Tools-Realization (Proceedings of the 2005 International Mass Customization Meeting (IMCM 2005)). Klagenfurt, Austria, 2005, pp. 293-302 (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Sales Advisory System, Personalization, Preference Elicitation, E-Business
    @InProceedings{KreutlerJannach2005,
    	author = {Gerold Kreutler and Dietmar Jannach},
    	title = {Personalized Needs Acquisition in Web-based Configuration Systems},
    	booktitle = {Mass Customization: Concepts-Tools-Realization (Proceedings of the 2005 International Mass Customization Meeting ({IMCM 2005}))},
    	address = {Klagenfurt, Austria},
    	year = {2005},
    	pages = {293--302},
    	keywords = {Product Configuration Systems, Sales Advisory System, Personalization, Preference Elicitation, E-Business},
    }
  57. Jannach, D. and Kreutler, G.: "Personalized User Preference Elicitation for e-Services". In: The 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005). Hong Kong, China, 2005, pp. 604-611 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Preference Elicitation, E-Business
    @InProceedings{JannachKreutler2005,
    	author = {Dietmar Jannach and Gerold Kreutler},
    	title = {Personalized User Preference Elicitation for e-Services},
    	booktitle = {The 2005 {IEEE} International Conference on e-Technology, e-Commerce, and e-Services ({EEE 2005})},
    	address = {Hong Kong, China},
    	year = {2005},
    	pages = {604--611},
    	doi = {10.1109/EEE.2005.102},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Preference Elicitation, E-Business},
    }
  58. Jannach, D. and Kreutler, G.: "A Knowledge-Based Framework for the Rapid Development of Conversational Recommenders". In: Web Information Systems - WISE 2004. Brisbane, Australia, 2004, pp. 390-402 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business
    @InProceedings{JannachKreutler2004,
    	author = {Dietmar Jannach and Gerold Kreutler},
    	title = {A Knowledge-Based Framework for the Rapid Development of Conversational Recommenders},
    	booktitle = {Web Information Systems - {WISE} 2004},
    	address = {Brisbane, Australia},
    	year = {2004},
    	pages = {390--402},
    	doi = {10.1007/978-3-540-30480-7_40},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business},
    }
  59. Jannach, D., Leopold, K., Timmerer, C. and Hellwagner, H.: "Toward Semantic Web Services for Multimedia Adaptation". In: Web Information Systems - WISE 2004. Brisbane, Australia, 2004, pp. 641-652 (Website) (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{JannachLeopoldEtAl2004,
    	author = {Dietmar Jannach and Klaus Leopold and Christian Timmerer and Hermann Hellwagner},
    	title = {Toward Semantic Web Services for Multimedia Adaptation},
    	booktitle = {Web Information Systems - {WISE} 2004},
    	address = {Brisbane, Australia},
    	year = {2004},
    	pages = {641--652},
    	doi = {10.1007/978-3-540-30480-7_66},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  60. Jannach, D.: "ADVISOR SUITE - A Knowledge-Based Sales Advisory-System". In: Proceedings of the 16th Eureopean Conference on Artificial Intelligence (ECAI 2004). Valencia, Spain, 2004, pp. 720-724 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business
    @InProceedings{Jannach2004,
    	author = {Dietmar Jannach},
    	title = {{ADVISOR} {SUITE} - {A} Knowledge-Based Sales Advisory-System},
    	booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence ({ECAI 2004})},
    	address = {Valencia, Spain},
    	year = {2004},
    	pages = {720--724},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business},
    }
  61. Jannach, D. and Kreutler, G.: "Advisor Suite: A Tool for Rapid Development of Maintainable Online Sales Advisory Systems". In: Web Engineering - 4th International Conference (ICWE 2004). Munich, Germany, 2004, pp. 266-270 (Website) (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business
    @InProceedings{JannachKreutler2004a,
    	author = {Dietmar Jannach and Gerold Kreutler},
    	title = {Advisor Suite: {A} Tool for Rapid Development of Maintainable Online Sales Advisory Systems},
    	booktitle = {Web Engineering - 4th International Conference ({ICWE} 2004)},
    	address = {Munich, Germany},
    	year = {2004},
    	pages = {266--270},
    	doi = {10.1007/978-3-540-27834-4_34},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business},
    }
  62. Jannach, D. and Kreutler, G.: "Building on-line sales assistance systems with ADVISOR SUITE". In: Proceedings of the 16th International Conference on Software Engineering & Knowledge Engineering (SEKE 2004). Banff, Canada, 2004, pp. 110-116 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business
    @InProceedings{JannachKreutler2004b,
    	author = {Dietmar Jannach and Gerold Kreutler},
    	title = {Building on-line sales assistance systems with {ADVISOR} {SUITE}},
    	booktitle = {Proceedings of the 16th International Conference on Software Engineering {\&} Knowledge Engineering (SEKE 2004)},
    	address = {Banff, Canada},
    	year = {2004},
    	pages = {110--116},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System, Personalization, Model-based Software Development, E-Business},
    }
  63. Jannach, D., Leopold, K. and Hellwagner, H.: "An Extensible Framework for Knowledge-Based Multimedia Adaptation". In: Proceedings of the 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2004). Ottawa, Canada, 2004, pp. 144-153 (Website) (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{JannachLeopoldEtAl2004a,
    	author = {Dietmar Jannach and Klaus Leopold and Hermann Hellwagner},
    	title = {An Extensible Framework for Knowledge-Based Multimedia Adaptation},
    	booktitle = {Proceedings of the 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems ({IEA/AIE} 2004)},
    	address = {Ottawa, Canada},
    	year = {2004},
    	pages = {144--153},
    	doi = {10.1007/978-3-540-24677-0_16},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  64. Felfernig, A., Friedrich, G., Jannach, D., Russ, C. and Zanker, M.: "Developing Constraint-Based Applications with Spreadsheets". In: Developments in Applied Artificial Intelligence - 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2003). Laughborough, UK, 2003, pp. 197-207 (Website) (Preprint) (BibTeX)
    @InProceedings{FelfernigFriedrichEtAl2003,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Christian Russ and Markus Zanker},
    	title = {Developing Constraint-Based Applications with Spreadsheets},
    	booktitle = {Developments in Applied Artificial Intelligence - 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems ({IEA/AIE} 2003)},
    	address = {Laughborough, UK},
    	year = {2003},
    	pages = {197--207},
    	doi = {10.1007/3-540-45034-3_20},
    }
  65. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "Acquiring Configuration Knowledge Bases in the Semantic Web Using UML". In: 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2002). Siguenza, Spain, 2002, pp. 352-357 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {Acquiring Configuration Knowledge Bases in the Semantic Web Using {UML}},
    	booktitle = {13th International Conference on Knowledge Engineering and Knowledge Management ({EKAW} 2002)},
    	address = {Siguenza, Spain},
    	year = {2002},
    	pages = {352--357},
    	doi = {10.1007/3-540-45810-7_31},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  66. Ardissono, L., Goy, A., Jannach, D., Schäfer, R., Zanker, M. and Simeoni, R.: "Personalised Configuration of Products and Services in Co-operating Markets". In: Proceedings of the 6th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES 2002). Crema, Italy, 2002 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoGoyEtAl2002,
    	author = {Liliana Ardissono and A. Goy and Dietmar Jannach and R. Schäfer and Markus Zanker and Rossana Simeoni},
    	title = {Personalised Configuration of Products and Services in Co-operating Markets},
    	booktitle = {Proceedings of the 6th International Conference on Knowledge-Based Intelligent Information \& Engineering Systems ({KES 2002})},
    	address = {Crema, Italy},
    	year = {2002},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  67. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Configuration Knowledge Representation Using UML/OCL". In: Proceedings of the 5th International Conference on the Unified Modeling Language (UML 2002). Dresden, Germany, 2002, pp. 49-62 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002a,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Configuration Knowledge Representation Using {UML/OCL}},
    	booktitle = {Proceedings of the 5th International Conference on the Unified Modeling Language ({UML 2002})},
    	address = {Dresden, Germany},
    	year = {2002},
    	pages = {49--62},
    	doi = {10.1007/3-540-45800-X_5},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  68. Ardissono, L., Felfernig, A., Friedrich, G., Goy, A., Jannach, D., Meyer, M., Petrone, G., Schäfer, R., Schütz, W. and Zanker, M.: "Personalizing on-line configuration of products and services". In: Proceedings of the 15th European Conference on Artificial Intelligence (ECAI 2002). Lyon, France, 2002, pp. 225-229 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2002,
    	author = {L. Ardissono and Alexander Felfernig and Gerhard Friedrich and A. Goy and Dietmar Jannach and M. Meyer and G. Petrone and R. Schäfer and W. Schütz and Markus Zanker},
    	title = {Personalizing on-line configuration of products and services},
    	booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence ({ECAI 2002})},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {225--229},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  69. Ardissono, L., Felfernig, A., Friedrich, G., Jannach, D., Zanker, M. and Schäfer, R.: "A Framework for Rapid Development of Advanced Web-based Configurator Applications". In: Proceedings of the 15th European Conference on Artificial Intelligence (ECAI 2002). Lyon, France, 2002, pp. 618-622 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2002a,
    	author = {Liliana Ardissono and Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker and Ralph Sch{\"{a}}fer},
    	title = {A Framework for Rapid Development of Advanced Web-based Configurator Applications},
    	booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence ({ECAI 2002})},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {618--622},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  70. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Semantic Configuration Web Services in the CAWICOMS Project". In: The Semantic Web - ISWC 2002 (Proceedings of the 1st International Semantic Web Conference). Sardinia, Italy, 2002, pp. 192-205 (Website) (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{FelfernigFriedrichEtAl2002b,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Semantic Configuration Web Services in the {CAWICOMS} Project},
    	booktitle = {The Semantic Web - {ISWC} 2002 (Proceedings of the 1st International Semantic Web Conference)},
    	address = {Sardinia, Italy},
    	year = {2002},
    	pages = {192--205},
    	doi = {10.1007/3-540-48005-6_16},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  71. Felfernig, A., Friedrich, G., Jannach, D., Zanker, M. and Schäfer, R.: "Knowledge Acquisition for Building and Integrating Product Configurators". In: The 3rd Working Conference on Infrastructures for Virtual Enterprises (PRO-VE 2002). Sesimbra, Portugal, 2002, pp. 193-200 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002c,
    	author = {Felfernig, A. and Friedrich, G. and Jannach, D. and Zanker, M. and Sch{\"a}fer, R.},
    	title = {Knowledge Acquisition for Building and Integrating Product Configurators},
    	booktitle = {The 3rd Working Conference on Infrastructures for Virtual Enterprises ({PRO-VE 2002})},
    	address = {Sesimbra, Portugal},
    	year = {2002},
    	pages = {193--200},
    	doi = {10.1007/978-0-387-35585-6_21},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  72. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Multi-site product configuration of telecommunication switches". In: Proceedings of the 2002 Conference on Artificial Intelligence and Applications (AIA 2002). Innsbruck, Austria, 2002, pp. 113-118 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{FelfernigFriedrichEtAl2002d,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Multi-site product configuration of telecommunication switches},
    	booktitle = {Proceedings of the 2002 Conference on Artificial Intelligence and Applications ({AIA 2002})},
    	address = {Innsbruck, Austria},
    	year = {2002},
    	pages = {113--118},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  73. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Web-Based Configuration of Virtual Private Networks with Multiple Suppliers". In: Proceedings of the 7th International Conference on Artificial Intelligence in Design (AID 2002). Cambridge, UK, 2002, pp. 41-61 (Website) (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Applications
    @InProceedings{FelfernigFriedrichEtAl2002e,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Zanker, Markus},
    	title = {Web-Based Configuration of Virtual Private Networks with Multiple Suppliers},
    	booktitle = {Proceedings of the 7th International Conference on Artificial Intelligence in Design ({AID 2002})},
    	address = {Cambridge, UK},
    	year = {2002},
    	pages = {41--61},
    	doi = {10.1007/978-94-017-0795-4_3},
    	keywords = {Distributed product configuration, Web Services, Applications},
    }
  74. Ardissono, L., Felfernig, A., Friedrich, G., Jannach, D., Schäfer, R. and Zanker, M.: "Intelligent Interfaces for Distributed Web-Based Product and Service Configuration". In: 1st Asia-Pacific Conference on Web Intelligence (WI 2001). Maebashi City, Japan, 2001, pp. 184-188 (Website) (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2001,
    	author = {Liliana Ardissono and Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Ralph Sch{\"{a}}fer and Markus Zanker},
    	title = {Intelligent Interfaces for Distributed Web-Based Product and Service Configuration},
    	booktitle = {1st Asia-Pacific Conference on Web Intelligence ({WI} 2001)},
    	address = {Maebashi City, Japan},
    	year = {2001},
    	pages = {184--188},
    	doi = {10.1007/3-540-45490-X_21},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  75. Ardissono, L., Felfernig, A., Friedrich, G., Jannach, D., Schäfer, R. and Zanker, M.: "The CAWICOMS Project". In: Elektronische Geschäftsprozesse, eBusiness Processes (EBP 2001). Klagenfurt, Austria, 2001, pp. 193-204 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2001a,
    	author = {Liliana Ardissono and Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Ralph Schäfer and Markus Zanker},
    	title = {The CAWICOMS Project},
    	booktitle = {Elektronische Geschäftsprozesse, eBusiness Processes ({EBP 2001})},
    	address = {Klagenfurt, Austria},
    	year = {2001},
    	pages = {193--204},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  76. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "Hierarchical Diagnosis of Large Configurator Knowledge Bases". In: Proceedings of the 2001 Joint German/Austrian Conference on Artificial Intelligence (KI 2001). Vienna, Austria, 2001, pp. 185-197 (Website) (Preprint) (BibTeX)
    Keywords: Model-based debugging, Configuration, Hierarchical Problem Decomposition
    @InProceedings{FelfernigFriedrichEtAl2001,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {Hierarchical Diagnosis of Large Configurator Knowledge Bases},
    	booktitle = {Proceedings of the 2001 Joint German/Austrian Conference on Artificial Intelligence ({KI} 2001)},
    	address = {Vienna, Austria},
    	year = {2001},
    	pages = {185--197},
    	doi = {10.1007/3-540-45422-5_14},
    	keywords = {Model-based debugging, Configuration, Hierarchical Problem Decomposition},
    }
  77. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Towards Distributed Configuration". In: Proceedings of the 2001 Joint German/Austrian Conference on Artificial Intelligence (KI 2001). Vienna, Austria, 2001, pp. 198-212 (Website) (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2001a,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Towards Distributed Configuration},
    	booktitle = {Proceedings of the 2001 Joint German/Austrian Conference on Artificial Intelligence ({KI} 2001)},
    	address = {Vienna, Austria},
    	year = {2001},
    	pages = {198--212},
    	doi = {10.1007/3-540-45422-5_15},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  78. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Distributed Configuration as Distributed Dynamic Constraint Satisfaction". In: Proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2001). Budapest, Hungary, 2001, pp. 434-444 (Website) (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2001b,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Distributed Configuration as Distributed Dynamic Constraint Satisfaction},
    	booktitle = {Proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems ({IEA/AIE} 2001)},
    	address = {Budapest, Hungary},
    	year = {2001},
    	pages = {434--444},
    	doi = {10.1007/3-540-45517-5_48},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  79. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Intelligent Support for Interactive Configuration of Mass-Customized Products". In: Proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2001). Budapest, Hungary, 2001, pp. 746-756 (Website) (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{FelfernigFriedrichEtAl2001c,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Intelligent Support for Interactive Configuration of Mass-Customized Products},
    	booktitle = {Proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems ({IEA/AIE} 2001)},
    	address = {Budapest, Hungary},
    	year = {2001},
    	pages = {746--756},
    	doi = {10.1007/3-540-45517-5_82},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  80. Felfernig, A., Friedrich, G., Jannach, D. and Stumptner, M.: "An Integrated Development Environment for The Design And Maintenance of Large Configuration Knowledge Bases". In: Proceedings of the 7th International Conference on Artificial Intelligence in Design (AID 2000). 2000, pp. 169-189 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2000,
    	author = {Felfernig, Alexander and Friedrich, Gerhard and Jannach, Dietmar and Stumptner, Markus},
    	title = {An Integrated Development Environment for The Design And Maintenance of Large Configuration Knowledge Bases},
    	booktitle = {Proceedings of the 7th International Conference on Artificial Intelligence in Design ({AID 2000})},
    	year = {2000},
    	pages = {169--189},
    	doi = {10.1007/978-94-011-4154-3_9},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  81. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Integrating Knowledge-Based Configuration Systems by Sharing Functional Architectures". In: Proceedings of the 12th International Conference on Knowledge Acquisition, Modeling and Management (EKAW 2000). Juan-les-Pins, France, 2000, pp. 312-327 (Website) (Preprint) (BibTeX)
    Keywords: Distributed Production Configuration Systems, Knowledge Acquisition, E-Business
    @InProceedings{FelfernigFriedrichEtAl2000a,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Integrating Knowledge-Based Configuration Systems by Sharing Functional Architectures},
    	booktitle = {Proceedings of the 12th International Conference on Knowledge Acquisition, Modeling and Management ({EKAW} 2000)},
    	address = {Juan-les-Pins, France},
    	year = {2000},
    	pages = {312--327},
    	doi = {10.1007/3-540-39967-4_24},
    	keywords = {Distributed Production Configuration Systems, Knowledge Acquisition, E-Business},
    }
  82. Felfernig, A., Jannach, D. and Zanker, M.: "Contextual Diagrams as Structuring Mechanisms for Designing Configuration Knowledge Bases in UML". In: Proceedings of the 3rd International Conference on the Unified Modeling Language (UML 2000). York, UK, 2000, pp. 240-254 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigJannachEtAl2000,
    	author = {Alexander Felfernig and Dietmar Jannach and Markus Zanker},
    	title = {Contextual Diagrams as Structuring Mechanisms for Designing Configuration Knowledge Bases in {UML}},
    	booktitle = {Proceedings of the 3rd International Conference on the Unified Modeling Language ({UML 2000})},
    	address = {York, UK},
    	year = {2000},
    	pages = {240--254},
    	doi = {10.1007/3-540-40011-7_17},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  83. Felfernig, A., Friedrich, G., Jannach, D. and Stumptner, M.: "Consistency-based diagnosis of configuration knowledge bases". In: Proceedings of the 14h European Conference on Artificial Intelligence (ECAI 2000). Berlin, Germany, 2000, pp. 146-150 (Website) (Preprint) (BibTeX)
    Keywords: Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems
    @InProceedings{FelfernigFriedrichEtAl2000b,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner},
    	title = {Consistency-based diagnosis of configuration knowledge bases},
    	booktitle = {Proceedings of the 14h European Conference on Artificial Intelligence ({ECAI 2000})},
    	address = {Berlin, Germany},
    	year = {2000},
    	pages = {146--150},
    	doi = {10.1016/S0004-3702(03)00117-6},
    	keywords = {Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems},
    }
  84. Felfernig, A., Friedrich, G. and Jannach, D.: "Generating product configuration knowledge bases from precise domain extended UML models". In: 12th International Conference on Software Engineering and Knowledge Engineering (SEKE 2000). Chicago, Illinois, USA, 2000, pp. 284-293 (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2000c,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach},
    	title = {Generating product configuration knowledge bases from precise domain extended UML models},
    	booktitle = {12th International Conference on Software Engineering and Knowledge Engineering ({SEKE 2000})},
    	address = {Chicago, Illinois, USA},
    	year = {2000},
    	pages = {284--293},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  85. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Cooperating Configuration Agents Supporting Supply Chain Integration of Customizable Products". In: Proceedings of the 4th International Conference on MultiAgent Systems. Boston, Massachusetts, USA, 2000, pp. 185-186 (Website) (Preprint) (BibTeX)
    Keywords: Distributed Production Configuration Systems, E-Business
    @InProceedings{FelfernigFriedrichEtAl2000d,
    	author = {A. Felfernig and G. Friedrich and D. Jannach and M. Zanker},
    	title = {Cooperating Configuration Agents Supporting Supply Chain Integration of Customizable Products},
    	booktitle = {Proceedings of the 4th International Conference on {MultiAgent} Systems},
    	address = {Boston, Massachusetts, USA},
    	year = {2000},
    	pages = {185--186},
    	doi = {10.1109/icmas.2000.858487},
    	keywords = {Distributed Production Configuration Systems, E-Business},
    }
  86. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "A Framework for the Development of Cooperative Configuration Agents". In: Intelligent Problem Solving, Methodologies and Approaches (Proceedings of the 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2000). New Orleans, Louisiana, USA, 2000, pp. 24-33 (Website) (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2000e,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {A Framework for the Development of Cooperative Configuration Agents},
    	booktitle = {Intelligent Problem Solving, Methodologies and Approaches (Proceedings of the 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems ({IEA/AIE} 2000)},
    	address = {New Orleans, Louisiana, USA},
    	year = {2000},
    	pages = {24--33},
    	doi = {10.1007/3-540-45049-1_4},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  87. Felfernig, A., Friedrich, G. and Jannach, D.: "Knowledge Base Construction for Product Configuration Systems using Executable Standard Design Descriptions". In: Proceedings of the 2nd World Manufacturing Congress (WMC 1999). Durham, UK, 1999, pp. 274-281 (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl1999,
    	author = {Felfernig, A. and Friedrich, G. and Jannach, D.},
    	title = {Knowledge Base Construction for Product Configuration Systems using Executable Standard Design Descriptions},
    	booktitle = {Proceedings of the 2nd World Manufacturing Congress ({WMC 1999})},
    	address = {Durham, UK},
    	year = {1999},
    	pages = {274--281},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }
  88. Felfernig, A., Friedrich, G. E. and Jannach, D.: "UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems". In: 11th International Conference on Software Engineering and Knowledge Engineering (SEKE 1999). Kaiserslautern, Germany, 1999, pp. 337-345 (Preprint) (BibTeX)
    Keywords: Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl1999a,
    	author = {Alexander Felfernig and Gerhard E. Friedrich and Dietmar Jannach},
    	title = {UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems},
    	booktitle = {11th International Conference on Software Engineering and Knowledge Engineering ({SEKE 1999})},
    	address = {Kaiserslautern, Germany},
    	year = {1999},
    	pages = {337--345},
    	keywords = {Product Configuration Sytstems, Knowledge Acquisition, Modeling, UML},
    }

Papers on international workshops and symposia (peer reviewed) (top)

  1. Kamehkhosh, I., Jannach, D. and Ludewig, M.: "A Comparison of Frequent Pattern Techniques and a Deep Learning Method for Session-Based Recommendation". In: Proceedings of the ACM RecSys 2017 Workshop on Temporal Reasoning in User Modeling. Como, Italy, 2017 (fulltext) (BibTeX)
    Keywords: Recommender Systems, Session-based Recommendation, Deep Learning
    @InProceedings{KamehkhoshJannachLudewigRecTemp2017,
    	author = {Iman Kamehkhosh and Dietmar Jannach and Malte Ludewig},
    	title = {A Comparison of Frequent Pattern Techniques and a Deep Learning Method for Session-Based Recommendation},
    	booktitle = {Proceedings of the ACM RecSys 2017 Workshop on Temporal Reasoning in User Modeling},
    	address = {Como, Italy},
    	year = {2017},
    	keywords = {Recommender Systems, Session-based Recommendation, Deep Learning},
    }
  2. Jannach, D. and Adomavicius, G.: "Price and Profit Awareness in Recommender Systems". In: Proceedings of the ACM RecSys 2017 Workshop on Value-Aware and Multi-Stakeholder Recommendation. Como, Italy, 2017 (fulltext) (BibTeX)
    Keywords: Recommender Systems, Business Aspects, Profitability
    @InProceedings{JannachAdomaviciusVAMS2017,
    	author = {Dietmar Jannach and Gediminas Adomavicius},
    	title = {Price and Profit Awareness in Recommender Systems},
    	booktitle = {Proceedings of the ACM RecSys 2017 Workshop on Value-Aware and Multi-Stakeholder Recommendation},
    	address = {Como, Italy},
    	year = {2017},
    	keywords = {Recommender Systems, Business Aspects, Profitability},
    }
  3. Ludewig, M., Jugovac, M. and Jannach, D.: "A Light-Weight Heuristic Approach to Recipient Determination When Recommending New Items". In: Proceedings of the ACM RecSys Challenge 2017 Workshop. Como, Italy, 2017 (fulltext) (BibTeX)
    Keywords: Job Recommendation, Cold Start, Challenge
    @InProceedings{LudewigJugovacJannachRSC17,
    	author = {Malte Ludewig and Michael Jugovac and Dietmar Jannach},
    	title = {A Light-Weight Heuristic Approach to Recipient Determination When Recommending New Items},
    	booktitle = {Proceedings of the ACM RecSys Challenge 2017 Workshop},
    	address = {Como, Italy},
    	year = {2017},
    	keywords = {Job Recommendation, Cold Start, Challenge},
    }
  4. Shchekotykhin, K., Schmitz, T. and Jannach, D.: "Using Partial Diagnoses for Sequential Model-Based Fault Localization". In: Proceedings of the 27th International Workshop on Principles of Diagnosis (DX 2016). Denver, Colorado, USA, 2016. (Best paper award) (Preprint) (BibTeX)
    Keywords: Model-based Diagnosis, Sequential Diagnosis
    @InProceedings{ShchekotykhinSchmitzEtAl2016,
    	author = {Kostyantyn Shchekotykhin and Thomas Schmitz and Dietmar Jannach},
    	title = {Using Partial Diagnoses for Sequential Model-Based Fault Localization},
    	booktitle = {Proceedings of the 27th International Workshop on Principles of Diagnosis ({DX 2016})},
    	address = {Denver, Colorado, USA},
    	year = {2016},
    	keywords = {Model-based Diagnosis, Sequential Diagnosis},
    }
  5. Köcher, S., Jannach, D., Jugovac, M. and Holzmüller, H. H.: "Investigating Mere-Presence Effects of Recommendations on the Consumer Choice Process". In: Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2016 at RecSys 2016). Boston, Massachusetts, USA, 2016 (CEUR-WS Proceedings) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Decision Bias Effects
    @InProceedings{KoecherJannachEtAl2016,
    	author = {Sören Köcher and Dietmar Jannach and Michael Jugovac and Hartmut H. Holzmüller},
    	title = {Investigating Mere-Presence Effects of Recommendations on the Consumer Choice Process},
    	booktitle = {Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems ({IntRS} 2016 at {RecSys} 2016)},
    	address = {Boston, Massachusetts, USA},
    	year = {2016},
    	keywords = {Recommender Systems, Decision Bias Effects},
    }
  6. Kamehkhosh, I., Jannach, D. and Lerche, L.: "Personalized Next-Track Music Recommendation with Multi-dimensional Long-Term Preference Signals". In: Proceedings of the Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization (IFUP 2016 at UMAP 2016). Halifax, Canada, 2016 (Preprint) (BibTeX)
    Keywords: Music Recommendation, Long-term Preferences
    @InProceedings{KamehkhoshJannachEtAl2016,
    	author = {Iman Kamehkhosh and Dietmar Jannach and Lukas Lerche},
    	title = {Personalized Next-Track Music Recommendation with Multi-dimensional Long-Term Preference Signals},
    	booktitle = {Proceedings of the Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization ({IFUP 2016} at {UMAP 2016})},
    	address = {Halifax, Canada},
    	year = {2016},
    	keywords = {Music Recommendation, Long-term Preferences},
    }
  7. Schmitz, T., Hofer, B., Jannach, D. and Wotawa, F.: "Fragment-Based Diagnosis of Spreadsheets". In: Proceedings of the 3rd International Workshop on Software Engineering Methods in Spreadsheets (SEMS 2016). Vienna, Austria, 2016. (STAF 2016 Collocated Workshops) (Preprint) (BibTeX)
    Keywords: Spreadsheet Debugging, Testing, Software Engineering
    @InProceedings{SchmitzHoferEtAl2016,
    	author = {Thomas Schmitz and Birgit Hofer and Dietmar Jannach and Franz Wotawa},
    	title = {Fragment-Based Diagnosis of Spreadsheets},
    	booktitle = {Proceedings of the 3rd International Workshop on Software Engineering Methods in Spreadsheets ({SEMS 2016})},
    	address = {Vienna, Austria},
    	year = {2016},
    	keywords = {Spreadsheet Debugging, Testing, Software Engineering},
    }
  8. Shchekotykhin, K., Jannach, D. and Schmitz, T.: "A Divide-And-Conquer Method for Computing Multiple Conflicts for Diagnosis". In: Proceedings of the 26th International Workshop on Principles of Diagnosis (DX 2015). Paris, France, 2015 (CEUR-WS Proceedings) (Fulltext) (BibTeX)
    Keywords: Model-based diagnosis, Conflicts, Constraints
    @InProceedings{ShchekotykhinJannachEtAl2015,
    	author = {Kostyantyn Shchekotykhin and Dietmar Jannach and Thomas Schmitz},
    	title = {A Divide-And-Conquer Method for Computing Multiple Conflicts for Diagnosis},
    	booktitle = {Proceedings of the 26th International Workshop on Principles of Diagnosis ({DX} 2015)},
    	address = {Paris, France},
    	year = {2015},
    	keywords = {Model-based diagnosis, Conflicts, Constraints},
    }
  9. Jannach, D. and Schmitz, T.: "Using Calculation Fragments for Spreadsheet Testing and Debugging". In: Proceedings of the 2nd International Workshop on Software Engineering Methods in Spreadsheets (SEMS 2015 at ICSE 2015). Firenze, Italy, 2015 (Preprint) (BibTeX)
    Keywords: Spreadsheets, Debugging
    @InProceedings{JannachSchmitz2015,
    	author = {Dietmar Jannach and Thomas Schmitz},
    	title = {Using Calculation Fragments for Spreadsheet Testing and Debugging},
    	booktitle = {Proceedings of the 2nd International Workshop on Software Engineering Methods in Spreadsheets ({SEMS} 2015 at {ICSE} 2015)},
    	address = {Firenze, Italy},
    	year = {2015},
    	keywords = {Spreadsheets, Debugging},
    }
  10. Jannach, D., Kamehkhosh, I. and Bonnin, G.: "Analyzing the Characteristics of Shared Playlists for Music Recommendation". In: Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014 at RecSys 2014). Foster City, California, USA, 2014 (CEUR-WS Proceedings) (Preprint) (BibTeX)
    Keywords: Music recommendation, playlist generation
    @InProceedings{JannachKamehkhoshEtAl2014,
    	author = {Dietmar Jannach and Iman Kamehkhosh and Geoffray Bonnin},
    	title = {Analyzing the Characteristics of Shared Playlists for Music Recommendation},
    	booktitle = {Proceedings of the 6th Workshop on Recommender Systems and the Social Web ({RSWeb} 2014 at {RecSys} 2014)},
    	address = {Foster City, California, USA},
    	year = {2014},
    	keywords = {Music recommendation, playlist generation},
    }
  11. Jannach, D., Schmitz, T. and Shchekotykhin, K.: "Parallelized Hitting Set Computation for Model-Based Diagnosis". In: Proceedings of the 25th Workshop on Principles of Diagnosis (DX 2014). Graz, Austria, 2014 (Preprint) (BibTeX)
    Keywords: Model-based Diagnosis, Parallelization
    @InProceedings{JannachSchmitzEtAl2014,
    	author = {Dietmar Jannach and Thomas Schmitz and Kostyantyn Shchekotykhin},
    	title = {Parallelized Hitting Set Computation for Model-Based Diagnosis},
    	booktitle = {Proceedings of the 25th Workshop on Principles of Diagnosis ({DX} 2014)},
    	address = {Graz, Austria},
    	year = {2014},
    	keywords = {Model-based Diagnosis, Parallelization},
    }
  12. Jannach, D., Schmitz, T. and Shchekotykhin, K.: "Toward Interactive Spreadsheet Debugging". In: Proceedings of the 1st International Workshop on Software Engineering Methods in Spreadsheets (SEMS 2014). Delft, Netherlands, 2014 (Preprint) (BibTeX)
    Keywords: Spreadsheets, Debugging
    @InProceedings{JannachSchmitzEtAl2014a,
    	author = {Dietmar Jannach and Thomas Schmitz and Kostyantyn Shchekotykhin},
    	title = {Toward Interactive Spreadsheet Debugging},
    	booktitle = {Proceedings of the 1st International Workshop on Software Engineering Methods in Spreadsheets ({SEMS} 2014)},
    	address = {Delft, Netherlands},
    	year = {2014},
    	keywords = {Spreadsheets, Debugging},
    }
  13. Jannach, D.: "Toward automatically learned search heuristics for CSP-encoded configuration problems - results from an initial experimental analysis". In: Proceedings of the 15th International Workshop on Configuration (ConfWS 2013 at CWS 2013). Vienna, Austria, 2013 (CEUR-WS Proceedings) (Preprint) (BibTeX)
    Keywords: Configuration problems, constraint satisfaction
    @InProceedings{Jannach2013,
    	author = {Dietmar Jannach},
    	title = {Toward automatically learned search heuristics for CSP-encoded configuration problems - results from an initial experimental analysis},
    	booktitle = {Proceedings of the 15th International Workshop on Configuration ({ConfWS} 2013 at {CWS} 2013)},
    	address = {Vienna, Austria},
    	year = {2013},
    	keywords = {Configuration problems, constraint satisfaction},
    }
  14. Bonnin, G. and Jannach, D.: "A Comparison of Playlist Generation Strategies for Music Recommendation and a New Baseline Scheme". In: Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2013 at AAAI 2013). Bellevue, Washington, USA, 2013 (Preprint) (BibTeX)
    Keywords: Recommender systems, music recommmendation, playlists
    @InProceedings{BonninJannach2013,
    	author = {Geoffray Bonnin and Dietmar Jannach},
    	title = {A Comparison of Playlist Generation Strategies for Music Recommendation and a New Baseline Scheme},
    	booktitle = {Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2013 at {AAAI} 2013)},
    	address = {Bellevue, Washington, USA},
    	year = {2013},
    	keywords = {Recommender systems, music recommmendation, playlists},
    }
  15. Jannach, D., Lerche, L. and Gdaniec, M.: "Re-ranking recommendations based on predicted short-term interests - A protocol and first experiment". In: Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2013 at AAAI 2013). Bellevue, Washington, USA, 2013 (Preprint) (BibTeX)
    Keywords: Recommender systems, context, e-commerce
    @InProceedings{JannachLercheEtAl2013,
    	author = {Dietmar Jannach and Lukas Lerche and Matthäus Gdaniec},
    	title = {Re-ranking recommendations based on predicted short-term interests - A protocol and first experiment},
    	booktitle = {Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2013 at {AAAI} 2013)},
    	address = {Bellevue, Washington, USA},
    	year = {2013},
    	keywords = {Recommender systems, context, e-commerce},
    }
  16. Hubaux, A., Jannach, D., Drescher, C., Murta, L., Männistö, T., Czarnecki, K., Heymans, P., Nguyen, T. and Zanker, M.: "Unifying Software and Product Configuration: A Research Roadmap". In: Proceedings of the International Workshop on Configuration (ConfWS 2012 at ECAI 2012). Montpellier, France, 2012 (Preprint) (BibTeX)
    Keywords: Product configuration, software product lines
    @InProceedings{HubauxJannachEtAl2012,
    	author = {Arnaud Hubaux and Dietmar Jannach and Conrad Drescher and Leonardo Murta and Tomi Männistö and Krzysztof Czarnecki and Patrick Heymans and Tien Nguyen and Markus Zanker},
    	title = {Unifying Software and Product Configuration: A Research Roadmap},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2012 at {ECAI} 2012)},
    	address = {Montpellier, France},
    	year = {2012},
    	keywords = {Product configuration, software product lines},
    }
  17. Jannach, D. and Kalabis, L.: "Incremental prediction of configurator input values based on association rules - A case study". In: Proceedings of the International Workshop on Configuration (ConfWS 2011 at IJCAI 2011). Barcelona, Spain, 2011 (Preprint) (BibTeX)
    Keywords: Product configuration, user interaction, rule mining
    @InProceedings{JannachKalabis2011,
    	author = {Dietmar Jannach and Lukas Kalabis},
    	title = {Incremental prediction of configurator input values based on association rules - A case study},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2011 at {IJCAI} 2011)},
    	address = {Barcelona, Spain},
    	year = {2011},
    	keywords = {Product configuration, user interaction, rule mining},
    }
  18. Ge, M., Gedikli, F. and Jannach, D.: "Placing High-Diversity Items in Top-N Recommendation Lists". In: Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2011 at IJCAI 2011). Barcelona, Spain, 2011 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Recommendation Quality
    @InProceedings{GeGedikliEtAl2011,
    	author = {Mouzhi Ge and Fatih Gedikli and Dietmar Jannach},
    	title = {Placing High-Diversity Items in Top-N Recommendation Lists},
    	booktitle = {Proceedings of the Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2011 at {IJCAI} 2011)},
    	address = {Barcelona, Spain},
    	year = {2011},
    	keywords = {Recommender Systems, Collaborative Filtering, Recommendation Quality},
    }
  19. Gedikli, F. and Jannach, D.: "Rating items by rating tags". In: Proceedings of the 2nd Workshop on Recommender Systems and the Social Web (RSWeb 2010 at RecSys 2010). Barcelona, Spain, 2010, pp. 25-32 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Social Web, Tags
    @InProceedings{GedikliJannach2010,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Rating items by rating tags},
    	booktitle = {Proceedings of the 2nd Workshop on Recommender Systems and the Social Web ({RSWeb} 2010 at {RecSys} 2010)},
    	address = {Barcelona, Spain},
    	year = {2010},
    	pages = {25--32},
    	keywords = {Recommender Systems, Collaborative Filtering, Social Web, Tags},
    }
  20. Ge, M., Delgado-Battenfeld, C. and Jannach, D.: "User-perceived recommendation quality - factoring in the user interface". In: Proceedings of the Workshop on User-Centric Evaluation of Recommender Systems and Their Interfaces (UCERSTI at RecSys 2010). Barcelona, Spain, 2010, pp. 22-25 (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Recommendation Quality
    @InProceedings{GeDelgado-BattenfeldEtAl2010,
    	author = {Mouzhi Ge and Carla Delgado-Battenfeld and Dietmar Jannach},
    	title = {User-perceived recommendation quality - factoring in the user interface},
    	booktitle = {Proceedings of the Workshop on User-Centric Evaluation of Recommender Systems and Their Interfaces ({UCERSTI} at {RecSys 2010})},
    	address = {Barcelona, Spain},
    	year = {2010},
    	pages = {22--25},
    	keywords = {Recommender Systems, Collaborative Filtering, Recommendation Quality},
    }
  21. Gedikli, F. and Jannach, D.: "Neighborhood-restricted mining and weighted application of association rules for recommenders". In: Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2010 at UMAP 2010). Big Island, Hawaii, USA, 2010, pp. 8-19 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Association Rule Mining
    @InProceedings{GedikliJannach2010a,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Neighborhood-restricted mining and weighted application of association rules for recommenders},
    	booktitle = {Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2010 at {UMAP} 2010)},
    	address = {Big Island, Hawaii, USA},
    	year = {2010},
    	pages = {8--19},
    	keywords = {Recommender Systems, Collaborative Filtering, Association Rule Mining},
    }
  22. Gedikli, F. and Jannach, D.: "Recommending based on rating frequencies: Accurate enough?". In: Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2010 at UMAP 2010). Big Island, Hawaii, USA, 2010, pp. 65-70 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Collaborative Filtering, Accuracy
    @InProceedings{GedikliJannach2010b,
    	author = {Fatih Gedikli and Dietmar Jannach},
    	title = {Recommending based on rating frequencies: Accurate enough?},
    	booktitle = {Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2010 at {UMAP} 2010)},
    	address = {Big Island, Hawaii, USA},
    	year = {2010},
    	pages = {65--70},
    	keywords = {Recommender Systems, Collaborative Filtering, Accuracy},
    }
  23. Hegelich, K. and Jannach, D.: "Effectiveness of different recommender algorithms in the Mobile Internet: A case study". In: Proceedings of the 7th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2009 at IJCAI 2009). Pasadena, California, USA, 2009, pp. 41-50 (Preprint) (BibTeX)
    Keywords: Recommender Systems, Case Study, Mobile Internet, Collaborative Filtering
    @InProceedings{HegelichJannach2009,
    	author = {Kolja Hegelich and Dietmar Jannach},
    	title = {Effectiveness of different recommender algorithms in the Mobile Internet: A case study},
    	booktitle = {Proceedings of the 7th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems ({ITWP} 2009 at {IJCAI} 2009)},
    	address = {Pasadena, California, USA},
    	year = {2009},
    	pages = {41--50},
    	keywords = {Recommender Systems, Case Study, Mobile Internet, Collaborative Filtering},
    }
  24. Zanker, M., Jannach, D., Silaghi, M. and Friedrich, G.: "A Distributed Generative CSP Framework for Multi-Site Product Configuration". In: Proceedings of the 12th International Workshop on Cooperative Information Agents (CIA 2008). Prague, Czech Republic, 2008, pp. 127-142 (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{ZankerJannachEtAl2008,
    	author = {M. Zanker and D. Jannach and M.C. Silaghi and G. Friedrich},
    	title = {A Distributed Generative {CSP} Framework for Multi-Site Product Configuration},
    	booktitle = {Proceedings of the 12th International Workshop on Cooperative Information Agents ({CIA} 2008)},
    	address = {Prague, Czech Republic},
    	year = {2008},
    	pages = {127--142},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  25. Shchekotykhin, K., Friedrich, G. and Jannach, D.: "On computing minimal conflicts for ontology debugging". In: Proceedings of the Workshop on Model-Based Systems (MBS 2008 at ECAI 2008). Patras, Greece, 2008, pp. 7-12 (Preprint) (BibTeX)
    Keywords: Ontologies, Model-based Debugging
    @InProceedings{ShchekotykhinFriedrichEtAl2008,
    	author = {Kostyantyn Shchekotykhin and Gerhard Friedrich and Dietmar Jannach},
    	title = {On computing minimal conflicts for ontology debugging},
    	booktitle = {Proceedings of the Workshop on Model-Based Systems ({MBS 2008} at {ECAI} 2008)},
    	address = {Patras, Greece},
    	year = {2008},
    	pages = {7--12},
    	keywords = {Ontologies, Model-based Debugging},
    }
  26. López, F., Martínez, J. M., Jannach, D., Timmerer, C., Hellwagner, H. and García, N.: "Multimedia Adaptation Decisions Modelled as Non-Deterministic Operations". In: Proceedings of the 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008). Klagenfurt, Austria, 2008 (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{LopezMartinezEtAl2008,
    	author = {F. López and J. M. Martínez and D. Jannach and C. Timmerer and H. Hellwagner and N. García},
    	title = {Multimedia Adaptation Decisions Modelled as Non-Deterministic Operations},
    	booktitle = {Proceedings of the 9th International Workshop on Image Analysis for Multimedia Interactive Services ({WIAMIS} 2008)},
    	address = {Klagenfurt, Austria},
    	year = {2008},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  27. Zanker, M., Bricman, M., Gordea, S., Jannach, D. and Jessenitschnig, M.: "Persuasive product recommendation". In: Proceedings of the Workshop on Recommender Systems at ECAI 2006. Riva del Garda, Italy, 2006, pp. 6-10 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommender Systems, Sales Advisory System
    @InProceedings{ZankerBricmanEtAl2006,
    	author = {Markus Zanker and Marcel Bricman and Sergiu Gordea and Dietmar Jannach and Markus Jessenitschnig},
    	title = {Persuasive product recommendation},
    	booktitle = {Proceedings of the Workshop on Recommender Systems at {ECAI} 2006},
    	address = {Riva del Garda, Italy},
    	year = {2006},
    	pages = {6--10},
    	keywords = {Knowledge-based Recommender Systems, Sales Advisory System},
    }
  28. Jannach, D. and Leopold, K.: "A Multimedia Adaptation Framework based on Semantic Web Technology". In: Proceedings of the 2nd European Semantic Web Conference (ESWC 2005). Heraklion, Greece, 2005, pp. 61-68 (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{JannachLeopold2005,
    	author = {Dietmar Jannach and Klaus Leopold},
    	title = {A Multimedia Adaptation Framework based on Semantic Web Technology},
    	booktitle = {Proceedings of the 2nd European Semantic Web Conference ({ESWC} 2005)},
    	address = {Heraklion, Greece},
    	year = {2005},
    	pages = {61--68},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  29. Jannach, D., Leopold, K., Hellwagner, H. and Timmerer, C.: "A Knowledge Based Approach for Multi-step Media Adaptation". In: Proceedings of the 6th International Symposium on Multimedia Software Engineering (ISMSE 2004). Miami, Florida, USA, 2004 (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{JannachLeopoldEtAl2004,
    	author = {Dietmar Jannach and Klaus Leopold and Hermann Hellwagner and Christian Timmerer},
    	title = {A Knowledge Based Approach for Multi-step Media Adaptation},
    	booktitle = {Proceedings of the 6th International Symposium on Multimedia Software Engineering ({ISMSE} 2004)},
    	address = {Miami, Florida, USA},
    	year = {2004},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  30. Leopold, K., Jannach, D. and Hellwagner, H.: "Knowledge-based media adaptation". In: Proceedings of SPIE, Vol. 5601 - Internet Multimedia Management Systems V. 2004, pp. 111-120 (Website) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{LeopoldJannachEtAl2004,
    	author = {Klaus Leopold and Dietmar Jannach and Hermann Hellwagner},
    	title = {Knowledge-based media adaptation},
    	booktitle = {Proceedings of SPIE, Vol. 5601 - Internet Multimedia Management Systems V},
    	year = {2004},
    	pages = {111--120},
    	doi = {10.1117/12.577420},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  31. Jannach, D.: "Preference-based Treatment of Empty Result Sets in Product Finders and Knowledge-based Recommenders". In: Proceedings of the 18th PUK Workshop - New Results in Planning, Scheduling, and Design (PUK 2004). Ulm, Germany, 2004, pp. 55-69 (Preprint) (BibTeX)
    Keywords: Knowledge-based Recommendation, Query Relaxation, Optimization
    @InProceedings{Jannach2004,
    	author = {Dietmar Jannach},
    	title = {Preference-based Treatment of Empty Result Sets in Product Finders and Knowledge-based Recommenders},
    	booktitle = {Proceedings of the 18th {PUK} Workshop - New Results in Planning, Scheduling, and Design ({PUK} 2004)},
    	address = {Ulm, Germany},
    	year = {2004},
    	pages = {55-69},
    	keywords = {Knowledge-based Recommendation, Query Relaxation, Optimization},
    }
  32. Jannach, D., Leopold, K., Hellwagner, H. and Timmerer, C.: "A Knowledge Based Approach for Multi-step Media Adaptation". In: Proceedings of the 5th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2004). Lisbon, Portugal, 2004 (Preprint) (BibTeX)
    Keywords: Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services
    @InProceedings{JannachLeopoldEtAl2004a,
    	author = {Dietmar Jannach and Klaus Leopold and Hermann Hellwagner and Christian Timmerer},
    	title = {A Knowledge Based Approach for Multi-step Media Adaptation},
    	booktitle = {Proceedings of the 5th International Workshop on Image Analysis for Multimedia Interactive Services ({WIAMIS} 2004)},
    	address = {Lisbon, Portugal},
    	year = {2004},
    	keywords = {Multimedia adaptation, MPEG-21, AI planning, Semantic Web Services},
    }
  33. Felfernig, A., Friedrich, G., Jannach, D., Russ, C. and Zanker, M.: "Developing Constraint-Based Applications with Spreadsheets". In: Proceedings of the International Workshop on Configuration (ConfWS 2003 at IJCAI 2003). Acapulco, Mexico, 2003, pp. 70-75 (Preprint) (BibTeX)
    Keywords: Constraint Satisfaction, Spreadsheets, Configuration
    @InProceedings{FelfernigFriedrichEtAl2003,
    	author = {A. Felfernig and G. Friedrich and D. Jannach and C. Russ and M. Zanker},
    	title = {Developing Constraint-Based Applications with Spreadsheets},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2003 at {IJCAI} 2003)},
    	address = {Acapulco, Mexico},
    	year = {2003},
    	pages = {70--75},
    	keywords = {Constraint Satisfaction, Spreadsheets, Configuration},
    }
  34. Felfernig, A., Friedrich, G., Jannach, D., Silaghi, M. and Zanker, M.: "Distributed Generated CSP approach towards multi-site product". In: Proceedings of the Workshop on Immediate Applications of Constraint Programming (ACP 2003). 2003, pp. 100-123 (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2003a,
    	author = {A. Felfernig and G. Friedrich and D. Jannach and M.C. Silaghi and M. Zanker},
    	title = {Distributed Generated CSP approach towards multi-site product},
    	booktitle = {Proceedings of the Workshop on Immediate Applications of Constraint Programming ({ACP} 2003)},
    	year = {2003},
    	pages = {100--123},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  35. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "UML as Semantic Web Service Description Language". In: Proceedings of the Workshop in Software Model Engineering (WiSME 2002 at UML 2002). Dresden, Germany, 2002 (Preprint) (BibTeX)
    Keywords: Modeling, UML, Semantic Web Services
    @InProceedings{FelfernigFriedrichEtAl2002,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {{UML} as Semantic Web Service Description Language},
    	booktitle = {Proceedings of the Workshop in Software Model Engineering ({WiSME} 2002 at {UML} 2002)},
    	address = {Dresden, Germany},
    	year = {2002},
    	keywords = {Modeling, UML, Semantic Web Services},
    }
  36. Ardissono, L., Felfernig, A., Friedrich, G., Goy, A., Jannach, D., Meyer, M., Petrone, G., Schäfer, R., Schütz, W. and Zanker, M.: "Customizing the Interaction with the User in On-Line Configuration Systems". In: Proceedings of the International Workshop on Configuration (ConfWS 2002 at ECAI 2002). Lyon, France, 2002, pp. 119-124 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2002,
    	author = {L. Ardissono and A. Felfernig and G. Friedrich and A. Goy and D. Jannach and M. Meyer and G. Petrone and R. Schäfer and W. Schütz and M. Zanker},
    	title = {Customizing the Interaction with the User in On-Line Configuration Systems},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2002 at {ECAI} 2002)},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {119--124},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  37. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "A joint Foundation for Configuration in the Semantic Web". In: Proceedings of the International Workshop on Configuration (ConfWS 2002 at ECAI 2002). Lyon, France, 2002, pp. 89-94 (Preprint) (BibTeX)
    Keywords: Knowledge Acquisition, Distributed Configuration Systems, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002a,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {A joint Foundation for Configuration in the Semantic Web},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2002 at {ECAI} 2002)},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {89--94},
    	keywords = {Knowledge Acquisition, Distributed Configuration Systems, Modeling, UML},
    }
  38. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Semantic Configuration Web Services in the CAWICOMS Project". In: Proceedings of the International Workshop on Configuration (ConfWS 2002 at ECAI 2002). Lyon, France, 2002, pp. 82-88 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, Agents, Personalization
    @InProceedings{FelfernigFriedrichEtAl2002b,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Semantic Configuration Web Services in the {CAWICOMS} Project},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2002 at {ECAI} 2002)},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {82--88},
    	keywords = {Distributed product configuration, Web Services, Agents, Personalization},
    }
  39. Zanker, M., Jannach, D., Silaghi, M. and Friedrich, G.: "Distributed generative CSP framework for multi-site product configuration". In: Proceedings of the International Workshop on Configuration (ConfWS 2002 at ECAI 2002). Lyon, France, 2002, pp. 77-81 (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{ZankerJannachEtAl2002,
    	author = {M. Zanker and D. Jannach and M.C. Silaghi and G. Friedrich},
    	title = {Distributed generative {CSP} framework for multi-site product configuration},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2002 at {ECAI} 2002)},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {77--81},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  40. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "Transforming UML domain descriptions into Configuration Knowledge Bases for the Semantic Web". In: Proceedings of the Workshop on Knowledge Transformation for the Semantic Web (KTSW 2002 at ECAI 2002). Lyon, France, 2002, pp. 11-18 (Preprint (PostScript)) (BibTeX)
    Keywords: Knowledge Acquisition, Configuration Systems, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002c,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {Transforming {UML} domain descriptions into Configuration Knowledge Bases for the Semantic Web},
    	booktitle = {Proceedings of the Workshop on Knowledge Transformation for the Semantic Web ({KTSW} 2002 at {ECAI} 2002)},
    	address = {Lyon, France},
    	year = {2002},
    	pages = {11--18},
    	keywords = {Knowledge Acquisition, Configuration Systems, Modeling, UML},
    }
  41. Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M. and Zanker, M.: "UML as knowledge acquisition frontend for Semantic Web configuration knowledge bases". In: Proceedings of the International Workshop on Rule Markup Languages for Business Rules on the Semantic Web (RuleML 2002). Sardinia, Italy, 2002, pp. 155-169 (Preprint) (BibTeX)
    Keywords: Knowledge Acquisition, Configuration Systems, Modeling, UML
    @InProceedings{FelfernigFriedrichEtAl2002d,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner and Markus Zanker},
    	title = {{UML} as knowledge acquisition frontend for Semantic Web configuration knowledge bases},
    	booktitle = {Proceedings of the International Workshop on Rule Markup Languages for Business Rules on the Semantic Web ({RuleML} 2002)},
    	address = {Sardinia, Italy},
    	year = {2002},
    	pages = {155--169},
    	keywords = {Knowledge Acquisition, Configuration Systems, Modeling, UML},
    }
  42. Ardissono, L., Felfernig, A., Friedrich, G., Goy, A., Jannach, D., Schäfer, R. and Zanker, M.: "Web-based Commerce of Complex Products and Services with Multiple Suppliers". In: Proceedings of the 15th Workshop on Planning, Scheduling, Configuration and Design (PUK 2001 at KI 2001). Vienna, Austria, 2001, pp. 1-8 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, E-Business, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2001,
    	author = {L. Ardissono and A. Felfernig and G. Friedrich and A. Goy and D. Jannach and R. Schäfer and M. Zanker},
    	title = {Web-based Commerce of Complex Products and Services with Multiple Suppliers},
    	booktitle = {Proceedings of the 15th Workshop on Planning, Scheduling, Configuration and Design ({PUK} 2001 at {KI} 2001)},
    	address = {Vienna, Austria},
    	year = {2001},
    	pages = {1--8},
    	keywords = {Distributed product configuration, Web Services, E-Business, Personalization},
    }
  43. Ardissono, L., Felfernig, A., Friedrich, G., Jannach, D., Schäfer, R. and Zanker, M.: "Customer-Adaptive and Distributed Online Product Configuration in the CAWICOMS Project". In: Proceedings of the International Workshop on Configuration (ConfWS 2001 at IJCAI 2001). Seattle, Washington, USA, 2001, pp. 8-14 (Preprint) (BibTeX)
    Keywords: Distributed product configuration, Web Services, E-Business, Personalization
    @InProceedings{ArdissonoFelfernigEtAl2001a,
    	author = {L. Ardissono and A. Felfernig and G. Friedrich and D. Jannach and R. Schäfer and M. Zanker},
    	title = {Customer-Adaptive and Distributed Online Product Configuration in the {CAWICOMS} Project},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2001 at {IJCAI} 2001)},
    	address = {Seattle, Washington, USA},
    	year = {2001},
    	pages = {8--14},
    	keywords = {Distributed product configuration, Web Services, E-Business, Personalization},
    }
  44. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Distributed Configuring". In: Proceedings of the International Workshop on Configuration (ConfWS 2001 at IJCAI 2001). Seattle, Washington, USA, 2001, pp. 18-24 (Preprint) (BibTeX)
    Keywords: Distributed Product Configuration, Distributed Problem Solving, Modeling
    @InProceedings{FelfernigFriedrichEtAl2001,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Distributed Configuring},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2001 at {IJCAI} 2001)},
    	address = {Seattle, Washington, USA},
    	year = {2001},
    	pages = {18--24},
    	keywords = {Distributed Product Configuration, Distributed Problem Solving, Modeling},
    }
  45. Felfernig, A., Friedrich, G. and Jannach, D.: "Conceptual Design for Configuration and Reconfiguration of Customizable Products". In: Proceedings of the Workshop on Advances in Conceptual Modeling in Design (ACMD 2000 at AID 2000). Worcester, Massachusetts, USA, 2000, pp. 5-21 (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @InProceedings{FelfernigFriedrichEtAl2000,
    	author = {A. Felfernig and G. Friedrich and D. Jannach},
    	title = {Conceptual Design for Configuration and Reconfiguration of Customizable Products},
    	booktitle = {Proceedings of the Workshop on Advances in Conceptual Modeling in Design ({ACMD} 2000 at {AID} 2000)},
    	address = {Worcester, Massachusetts, USA},
    	year = {2000},
    	pages = {5--21},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }
  46. Felfernig, A., Friedrich, G. E., Jannach, D. and Stumptner, M.: "Hierarchical diagnosis of large configurator knowledge bases". In: Proceedings of the 12th International Workshop on Principles of Diagnosis (DX 2001). Via Lattea, Italy, 2001, pp. 55-62 (Preprint) (BibTeX)
    Keywords: Model-based debugging, Configuration, Hierarchical Problem Decomposition
    @InProceedings{FelfernigFriedrichEtAl2001a,
    	author = {Alexander Felfernig and Gerhard E. Friedrich and Dietmar Jannach and Markus Stumptner},
    	title = {Hierarchical diagnosis of large configurator knowledge bases},
    	booktitle = {Proceedings of the 12th International Workshop on Principles of Diagnosis ({DX} 2001)},
    	address = {Via Lattea, Italy},
    	year = {2001},
    	pages = {55--62},
    	keywords = {Model-based debugging, Configuration, Hierarchical Problem Decomposition},
    }
  47. Felfernig, A., Friedrich, G. E., Jannach, D. and Stumptner, M.: "Exploiting Structural abstractions for consistency based diagnosis of large configurator knowledge bases". In: Proceedings of the International Workshop on Configuration (ConfWS 2000 at ECAI 2000). Berlin, Germany, 2000, pp. 23-28 (Preprint) (BibTeX)
    Keywords: Model-based debugging, Configuration, Hierarchical Problem Decomposition
    @InProceedings{FelfernigFriedrichEtAl2000a,
    	author = {Alexander Felfernig and Gerhard E. Friedrich and Dietmar Jannach and Markus Stumptner},
    	title = {Exploiting Structural abstractions for consistency based diagnosis of large configurator knowledge bases},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2000 at {ECAI} 2000)},
    	address = {Berlin, Germany},
    	year = {2000},
    	pages = {23--28},
    	keywords = {Model-based debugging, Configuration, Hierarchical Problem Decomposition},
    }
  48. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Distributed configuration as Distributed Dynamic Constraint Satisfaction". In: Proceedings of the International Workshop on Configuration (ConfWS 2000 at ECAI 2000). Berlin, Germany, 2000, pp. 35-40 (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2000b,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Distributed configuration as Distributed Dynamic Constraint Satisfaction},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2000 at {ECAI} 2000)},
    	address = {Berlin, Germany},
    	year = {2000},
    	pages = {35--40},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  49. Felfernig, A., Friedrich, G., Jannach, D. and Zanker, M.: "Integration of Distributed Constraint-Based Configurators". In: Proceedings of the International Workshop on Configuration (ConfWS 2000 at ECAI 2000). Berlin, Germany, 2000, pp. 29-34 (Preprint) (BibTeX)
    Keywords: Distributed Constraint Satisfaction, Product Configuration Systems
    @InProceedings{FelfernigFriedrichEtAl2000c,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
    	title = {Integration of Distributed Constraint-Based Configurators},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 2000 at {ECAI} 2000)},
    	address = {Berlin, Germany},
    	year = {2000},
    	pages = {29--34},
    	keywords = {Distributed Constraint Satisfaction, Product Configuration Systems},
    }
  50. Felfernig, A., Jannach, D. and Zanker, M.: "UML as domain-oriented language for the construction of complex knowledge-based configuration systems". In: Proceedings of the Workshop on Domain-oriented Software Development (DosD 1999). 1999 (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @InProceedings{FelfernigJannachEtAl1999,
    	author = {Alexander Felfernig and Dietmar Jannach and Markus Zanker},
    	title = {{UML} as domain-oriented language for the construction of complex knowledge-based configuration systems},
    	booktitle = {Proceedings of the Workshop on Domain-oriented Software Development ({DosD} 1999)},
    	year = {1999},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }
  51. Felfernig, A., Friedrich, G., Jannach, D. and Stumptner, M.: "Consistency based diagnosis of configuration knowledge-bases". In: Proceedings of the International Workshop on Configuration (ConfWS 1999 at AAAI 1999). Orlando, Florida, USA, 1999, pp. 41-47 (Website) (Fulltext) (BibTeX)
    Keywords: Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems
    @InProceedings{FelfernigFriedrichEtAl1999,
    	author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner},
    	title = {Consistency based diagnosis of configuration knowledge-bases},
    	booktitle = {Proceedings of the International Workshop on Configuration ({ConfWS} 1999 at {AAAI} 1999)},
    	address = {Orlando, Florida, USA},
    	year = {1999},
    	pages = {41--47},
    	doi = {10.1016/S0004-3702(03)00117-6},
    	keywords = {Configuration, Model-based Diagnosis, Debugging, Knowledge-based Systems},
    }
  52. Felfernig, A., Friedrich, G. E. and Jannach, D.: "Knowledge Acquisition for Configuration Systems: UML as a link between AI and Software Engineering". In: Proceedings of the 13th Workshop on Planning, Scheduling, Configuration and Design (PUK 1999). Würzburg, Germany, 1999, pp. 72-81 (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @InProceedings{FelfernigFriedrichEtAl1999a,
    	author = {Alexander Felfernig and Gerhard E. Friedrich and Dietmar Jannach},
    	title = {Knowledge Acquisition for Configuration Systems: {UML} as a link between {AI} and Software Engineering},
    	booktitle = {Proceedings of the 13th Workshop on Planning, Scheduling, Configuration and Design ({PUK} 1999)},
    	address = {Würzburg, Germany},
    	year = {1999},
    	pages = {72--81},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }

Papers in German magazines and journals (without peer review) (top)

  1. Jannach, D. and Lerche, L.: "Perspektiven in der Offline-Evaluation von Empfehlungsalgorithmen". HMD - Praxis der Wirtschaftsinformatik, Vol. 50(5). 2013, pp. 34-44 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Evaluation
    @Article{JannachLerche2013,
    	author = {Dietmar Jannach and Lukas Lerche},
    	title = {Perspektiven in der Offline-Evaluation von Empfehlungsalgorithmen},
    	journal = {HMD - Praxis der Wirtschaftsinformatik},
    	volume = {50},
    	number = {5},
    	year = {2013},
    	pages = {34--44},
    	doi = {10.1007/BF03340851},
    	keywords = {Recommender Systems, Evaluation},
    }
  2. Gedikli, F., Ge, M. and Jannach, D.: "Explaining Online Recommendations Using Personalized Tag Clouds". i-com, Vol. 10(1). 2011, pp. 3-11 (Website) (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Social Web, Tags, Explanations
    @Article{GedikliGeEtAl2011,
    	author = {Fatih Gedikli and Mouzhi Ge and Dietmar Jannach},
    	title = {Explaining Online Recommendations Using Personalized Tag Clouds},
    	journal = {i-com},
    	volume = {10},
    	number = {1},
    	year = {2011},
    	pages = {3--11},
    	doi = {10.1524/icom.2011.0002},
    	keywords = {Recommender Systems, Social Web, Tags, Explanations},
    }
  3. Felfernig, A., Gordea, S., Jannach, D., Teppan, E. and Zanker, M.: "A short Survey of Recommendation Technologies in Travel and Tourism". OEGAI Journal, Vol. 25(4). 2005, pp. 17-22 (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Travel and Tourism
    @Article{FelfernigGordeaEtAl2005,
    	author = {Alexander Felfernig and Sergiu Gordea and Dietmar Jannach and Erich Teppan and Markus Zanker},
    	title = {A short Survey of Recommendation Technologies in Travel and Tourism},
    	journal = {OEGAI Journal},
    	volume = {25},
    	number = {4},
    	year = {2005},
    	pages = {17--22},
    	keywords = {Recommender Systems, Travel and Tourism},
    }
  4. Felfernig, A., Friedrich, G., Jannach, D., Russ, C. and Zanker, M.: "Effektive Vertriebsunterstützung durch wissensbasbasierte Beratungssysteme". e & i - Elektrotechnik und Informationstechnik, Vol. 122(7). 2005, pp. 238-242 (Website) (Fulltext) (BibTeX)
    Keywords: Sales Support Systems, Advisory Systems
    @Article{FelfernigFriedrichEtAl2005,
    	author = {A. Felfernig and G. Friedrich and D. Jannach and C. Russ and M. Zanker},
    	title = {Effektive Vertriebsunterstützung durch wissensbasbasierte Beratungssysteme},
    	journal = {e {\&} i - Elektrotechnik und Informationstechnik},
    	volume = {122},
    	number = {7},
    	year = {2005},
    	pages = {238--242},
    	doi = {10.1007/bf03054435},
    	keywords = {Sales Support Systems, Advisory Systems},
    }
  5. Felfernig, A., Jannach, D., Russ, C. and Zanker, M.: Bartmann, D. (Ed.): "Wissensbasierte Technologien für die virtuelle Beratung von Fondsprodukten". In: Bankinformatik 2004: Strategien, Konzepte und Technologien für das Retail-Banking. Bartmann, D. (Ed.), Gabler Verlag, 2003, pp. 43-49 (Website) (Fulltext) (BibTeX)
    Keywords: Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain
    @InCollection{FelfernigJannachEtAl2003,
    	author = {Felfernig, Alexander and Jannach, Dietmar and Russ, Christian and Zanker, Markus},
    	title = {Wissensbasierte Technologien f{\"u}r die virtuelle Beratung von Fondsprodukten},
    	booktitle = {Bankinformatik 2004: Strategien, Konzepte und Technologien f{\"u}r das Retail-Banking},
    	editor  = {Dieter Bartmann},
    	publisher = {Gabler Verlag},
    	year = {2003},
    	pages = {43--49},
    	doi = {10.1007/978-3-322-90310-5_5},
    	keywords = {Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain},
    }
  6. Wimmer, A., Felfernig, A., Jannach, D., Mehlau, J., Russ, C. and Zanker, M.: Bartmann, D. (Ed.): "Produktmodellierung und Produktkonfiguration im Financial Planning". In: Bankinformatik 2004: Strategien, Konzepte und Technologien für das Retail-Banking. Bartmann, D. (Ed.), Gabler Verlag, 2003, pp. 43-49 (Website) (Fulltext) (BibTeX)
    Keywords: Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain
    @InCollection{WimmerFelfernigEtAl2003,
    	author = {Wimmer, Andreas and Felfernig, Alexander and Jannach, Dietmar and Mehlau, Jens and Russ, Christian and Zanker, Markus},
    	title = {Produktmodellierung und Produktkonfiguration im Financial Planning},
    	booktitle = {Bankinformatik 2004: Strategien, Konzepte und Technologien f{\"u}r das Retail-Banking},
    	editor  = {Dieter Bartmann},
    	publisher = {Gabler Verlag},
    	year = {2003},
    	pages = {43--49},
    	doi = {10.1007/978-3-322-90310-5_37},
    	keywords = {Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain},
    }
  7. Wimmer, A., Felfernig, A., Jannach, D., Mehlau, J., Russ, C. and Zanker, M.: "Produktmodellierung und Produktkonfiguration im Financial Planning". In: Banking and Information Technology (BIT), Vol. 4(1). ibi research, 2003, pp. 43-52 (Fulltext) (BibTeX)
    Keywords: Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain
    @InCollection{WimmerFelfernigEtAl2003a,
    	author = {Wimmer, Andreas and Felfernig, Alexander and Jannach, Dietmar and Mehlau, Jens and Russ, Christian and Zanker, Markus},
    	title = {Produktmodellierung und Produktkonfiguration im Financial Planning},
    	booktitle = {Banking and Information Technology ({BIT})},
    	volume = {4},
    	number = {1},
    	publisher = {ibi research},
    	year = {2003},
    	pages = {43--52},
    	keywords = {Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain},
    }
  8. Felfernig, A., Jannach, D., Russ, C. and Zanker, M.: "Wissensbasierte Technologien für die virtuelle Beratung von Fondsprodukten". In: Banking and Information Technology (BIT), Vol. 3(3). ibi research, 2002, pp. 46-52 (Fulltext) (BibTeX)
    Keywords: Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain
    @InCollection{FelfernigJannachEtAl2002,
    	author = {Felfernig, Alexander and Jannach, Dietmar and Russ, Christian and Zanker, Markus},
    	title = {Wissensbasierte Technologien für die virtuelle Beratung von Fondsprodukten},
    	booktitle = {Banking and Information Technology ({BIT})},
    	volume = {3},
    	number = {3},
    	publisher = {ibi research},
    	year = {2002},
    	pages = {46--52},
    	keywords = {Configuration and Recommender Systems, Sales Advisory Systems, Finance Domain},
    }
  9. Felfernig, A., Friedrich, G. and Jannach, D.: "Intelligente Produktkonfiguratoren als Voraussetzung für maßgeschneiderte Massenprodukte". e & i - Elektrotechnik und Informationstechnik, Vol. 116(3). 1999, pp. 201-207 (Website) (Preprint) (BibTeX)
    Keywords: Product Configuration Systems, Modeling, Knowledge Acquisition, UML
    @Article{FelfernigFriedrichEtAl1999,
    	author = {A. Felfernig and G. Friedrich and D. Jannach},
    	title = {Intelligente Produktkonfiguratoren als Voraussetzung für ma{\ss}geschneiderte Massenprodukte},
    	journal = {e {\&} i - Elektrotechnik und Informationstechnik},
    	volume = {116},
    	number = {3},
    	year = {1999},
    	pages = {201--207},
    	doi = {10.1007/bf03159041},
    	keywords = {Product Configuration Systems, Modeling, Knowledge Acquisition, UML},
    }

Other articles (top)

  1. Schmitz, T. and Jannach, D.: "An AI-based Interactive Tool for Spreadsheet Debugging". In: Showpieces presented at the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '17), Raleigh, North Carolina, USA. 2017 (BibTeX)
    Keywords: Spreadsheet testing and debugging, Genetic Algorithm
    @InProceedings{schmitzetalvlhcc2017sp,
    	author = {Thomas Schmitz and Dietmar Jannach},
    	title = {An AI-based Interactive Tool for Spreadsheet Debugging},
    	booktitle = {Showpieces presented at the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '17), Raleigh, North Carolina, USA},
    	year = {2017},
    	keywords = {Spreadsheet testing and debugging, Genetic Algorithm},
    }
  2. Jannach, D.: "Challenges of Session-Aware Recommendation in E-Commerce (Keynote)". In: Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios
    co-located with 11th ACM Conference on Recommender Systems (RecSys 2017). 2017, pp. 3-4 (Ceur-WS) (BibTeX)
    Keywords: Recommender Systems, Session-based Recommendation
    @InProceedings{jannachComplexRec2017,
    	author = {Dietmar Jannach},
    	title = {Challenges of Session-Aware Recommendation in E-Commerce (Keynote)},
    	booktitle = {Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios
    co-located with 11th ACM Conference on Recommender Systems (RecSys 2017)},
    	year = {2017},
    	pages = {3--4},
    	keywords = {Recommender Systems, Session-based Recommendation},
    }
  3. Jannach, D., Nunes, I. and Jugovac, M.: "Interacting with Recommender Systems (Extended Abstract)". In: Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI 2017 Companion Volume). Limassol, Cyprus, 2017, pp. 25-27. (non-reviewed) (Website) (Fulltext) (BibTeX)
    Keywords: Recommender Systems, User Interaction
    @InProceedings{JannachNunesEtAl2017,
    	author = {Dietmar Jannach and Ingrid Nunes and Michael Jugovac},
    	title = {Interacting with Recommender Systems (Extended Abstract)},
    	booktitle = {Proceedings of the 22nd International Conference on Intelligent User Interfaces ({IUI} 2017 Companion Volume)},
    	address = {Limassol, Cyprus},
    	year = {2017},
    	pages = {25--27},
    	doi = {10.1145/3030024.3030027},
    	keywords = {Recommender Systems, User Interaction},
    }
  4. Jannach, D., Lerche, L. and Bonnin, G.: Rötter, G. (Ed.): "Empfehlungssysteme, automatische Erzeugung von Wiedergabelisten und Musikdatenbanken". In: Handbuch Funktionale Musik: Psychologie - Technik - Anwendungsgebiete. Rötter, G. (Ed.), Springer, 2017, pp. 1-37 (Website) (Springer series) (BibTeX)
    Keywords: Music, Recommender Systems
    @InCollection{JannachLercheEtAl2017,
    	author = {Jannach, Dietmar and Lerche, Lukas and Bonnin, Geoffray},
    	title = {Empfehlungssysteme, automatische Erzeugung von Wiedergabelisten und Musikdatenbanken},
    	booktitle = {Handbuch Funktionale Musik: Psychologie - Technik - Anwendungsgebiete},
    	editor  = {R{\"o}tter, G{\"u}nther},
    	publisher = {Springer},
    	year = {2017},
    	pages = {1--37},
    	doi = {10.1007/978-3-658-14362-6_5-1},
    	keywords = {Music, Recommender Systems},
    }
  5. Shchekotykhin, K., Schmitz, T. and Jannach, D.: "Efficient Determination of Measurement Points for Sequential Diagnosis (Extended Abstract)". In: Proceedings of the 39th Joint German/Austrian Conference on Artificial Intelligence (KI 2016). Klagenfurt, Austria, 2016. (non-reviewed) (Preprint) (BibTeX)
    Keywords: Model-based diagnosis, Interactive diagnosis, Conflicts
    @InProceedings{ShchekotykhinSchmitzEtAl2016,
    	author = {Kostyantyn Shchekotykhin and Thomas Schmitz and Dietmar Jannach},
    	title = {Efficient Determination of Measurement Points for Sequential Diagnosis (Extended Abstract)},
    	booktitle = {Proceedings of the 39th Joint German/Austrian Conference on Artificial Intelligence ({KI} 2016)},
    	address = {Klagenfurt, Austria},
    	year = {2016},
    	keywords = {Model-based diagnosis, Interactive diagnosis, Conflicts},
    }
  6. Noia, T. D. and Jannach, D.: "Preface to the Special Issue on Recommender Systems". Journal on Data Semantics, Vol. 6(1). Springer, 2016 (Website) (BibTeX)
    Keywords: Recommender Systems
    @Article{NoiaJannach2016,
    	author = {Tommaso Di Noia and Dietmar Jannach},
    	title = {Preface to the Special Issue on Recommender Systems},
    	journal = {Journal on Data Semantics},
    	volume = {6},
    	number = {1},
    	publisher = {Springer},
    	year = {2016},
    	doi = {10.1007/s13740-015-0056-x},
    	keywords = {Recommender Systems},
    }
  7. Werthner, H., Alzua-Sorzabal, A., Cantoni, L., Dickinger, A., Gretzel, U., Jannach, D., Neidhardt, J., Pröll, B., Ricci, F., Scaglione, M., Stangl, B., Stock, O. and Zanker, M.: "Future research issues in IT and tourism". Information Technology & Tourism, Vol. 15(1). Springer, 2015, pp. 1-15 (Website) (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Tourism
    @Article{WerthnerAlzua-SorzabalEtAl2015,
    	author = {Hannes Werthner and Aurkene Alzua-Sorzabal and Lorenzo Cantoni and Astrid Dickinger and Ulrike Gretzel and Dietmar Jannach and Julia Neidhardt and Birgit Pröll and Francesco Ricci and Miriam Scaglione and Brigitte Stangl and Oliviero Stock and Markus Zanker},
    	title = {Future research issues in {IT} and tourism},
    	journal = {Information Technology {\&} Tourism},
    	volume = {15},
    	number = {1},
    	publisher = {Springer},
    	year = {2015},
    	pages = {1--15},
    	doi = {10.1007/s40558-014-0021-9},
    	keywords = {Recommender Systems, Tourism},
    }
  8. Hofer, B., Jannach, D., Schmitz, T., Shchekotykhin, K. and Wotawa, F.: "Tool-supported fault localization in spreadsheets: Limitations of current evaluation practice". In: Proceedings of the 1st Workshop on Software Engineering Methods in Spreadsheets (SEMS 2014). Delft, The Netherlands, 2014. (Position paper) (CEUR-WS Proceedings) (Preprint) (BibTeX)
    Keywords: Spreadsheets, Debugging, Evaluation
    @InProceedings{HoferJannachEtAl2014,
    	author = {Birgit Hofer and Dietmar Jannach and Thomas Schmitz and Kostyantyn Shchekotykhin and Franz Wotawa},
    	title = {Tool-supported fault localization in spreadsheets: Limitations of current evaluation practice},
    	booktitle = {Proceedings of the 1st Workshop on Software Engineering Methods in Spreadsheets ({SEMS} 2014)},
    	address = {Delft, The Netherlands},
    	year = {2014},
    	keywords = {Spreadsheets, Debugging, Evaluation},
    }
  9. Adomavicius, G. and Jannach, D.: "Preface to the special issue on context-aware recommender systems". User Modeling and User-Adapted Interaction, Vol. 24(1-2). Springer, 2013, pp. 1-5 (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{AdomaviciusJannach2013,
    	author = {Gediminas Adomavicius and Dietmar Jannach},
    	title = {Preface to the special issue on context-aware recommender systems},
    	journal = {User Modeling and User-Adapted Interaction},
    	volume = {24},
    	number = {1-2},
    	publisher = {Springer},
    	year = {2013},
    	pages = {1--5},
    	doi = {10.1007/s11257-013-9139-2},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  10. Agrawal, V., Baier, J., Bekris, K., Chen, Y., d'Avila Garcez, A. S., Hitzler, P., Haslum, P., Jannach, D., Law, E., Lecue, F., Lamb, L. C., Matuszek, C., Palacios, H., Srivastava, B., Shastri, L., Sturtevant, N., Stern, R., Tellex, S. and Vassos, S.: "Reports of the AAAI 2012 Conference Workshops". AI Magazine, Vol. 33(4). 2012 (Publisher link (AAAI)) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{AgrawalBaierEtAl2012,
    	author = {Vikas Agrawal, Jorge Baier, Kostas Bekris, Yiling Chen, Artur S. d'Avila Garcez, Pascal Hitzler, Patrik Haslum, Dietmar Jannach, Edith Law, Freddy Lecue, Luis C. Lamb, Cynthia Matuszek, Hector Palacios, Biplav Srivastava, Lokendra Shastri, Nathan Sturtevant, Roni Stern, Stefanie Tellex, Stavros Vassos},
    	title = {Reports of the AAAI 2012 Conference Workshops},
    	journal = {AI Magazine},
    	volume = {33},
    	number = {4},
    	year = {2012},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  11. Jannach, D.: "Progress and Challenges in Product Configuration Systems Development". IEEE Intelligent Informatics Bulletin, Vol. 12(1). 2011, pp. 6-7 (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{Jannach2011,
    	author = {Dietmar Jannach},
    	title = {Progress and Challenges in Product Configuration Systems Development},
    	journal = {{IEEE} Intelligent Informatics Bulletin},
    	volume = {12},
    	number = {1},
    	year = {2011},
    	pages = {6--7},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  12. Jannach, D.: "Book review: Das Spiel (by Alexander Ockl)". Zeitschrift für Führung und Organisation, Vol. 2011(2). 2011, pp. 132. (also appeared as "Was ein Fussballspiel und IT-Projekte gemeinsam haben" in Computerwoche, 20/11, 2011, p. 53) (BibTeX)
    Keywords: Book review, Business and IT
    @Article{Jannach2011a,
    	author = {Dietmar Jannach},
    	title = {Book review: Das Spiel (by Alexander Ockl)},
    	journal = {Zeitschrift für Führung und Organisation},
    	volume = {2011},
    	number = {2},
    	year = {2011},
    	pages = {132},
    	keywords = {Book review, Business and IT},
    }
  13. Zanker, M., Ricci, F., Jannach, D. and Terveen, L.: "Measuring the impact of personalization and recommendation on user behaviour". International Journal of Human-Computer Studies, Vol. 68(8). Elsevier BV, 2010, pp. 469-471. (Preface to special issue) (Website) (Preprint) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{ZankerRicciEtAl2010,
    	author = {Markus Zanker and Francesco Ricci and Dietmar Jannach and Loren Terveen},
    	title = {Measuring the impact of personalization and recommendation on user behaviour},
    	journal = {International Journal of Human-Computer Studies},
    	volume = {68},
    	number = {8},
    	publisher = {Elsevier {BV}},
    	year = {2010},
    	pages = {469--471},
    	doi = {10.1016/j.ijhcs.2010.04.002},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  14. Jannach, D. and Zanker, M.: "Recommender Systems in the Web 2.0 Sphere". IEEE Intelligent Informatics Bulletin, Vol. 10(1). 2009, pp. 4-5 (Fulltext) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{JannachZanker2009,
    	author = {Dietmar Jannach and Markus Zanker},
    	title = {Recommender Systems in the Web 2.0 Sphere},
    	journal = {{IEEE} Intelligent Informatics Bulletin},
    	volume = {10},
    	number = {1},
    	year = {2009},
    	pages = {4--5},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  15. Jannach, D., Geyer, W., Dugan, C., Freyne, J., Anand, S. S., Mobasher, B. and Kobsa, A.: "Workshop on Recommender Systems and the Social Web". In: Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009). New York City, New York, USA, 2009, pp. 421-422 (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @InProceedings{JannachGeyerEtAl2009,
    	author = {Dietmar Jannach and Werner Geyer and Casey Dugan and Jill Freyne and Sarabjot Singh Anand and Bamshad Mobasher and Alfred Kobsa},
    	title = {Workshop on Recommender Systems and the Social Web},
    	booktitle = {Proceedings of the 3rd {ACM} Conference on Recommender Systems ({RecSys 2009})},
    	address = {New York City, New York, USA},
    	year = {2009},
    	pages = {421--422},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  16. Mobasher, B., Singh Anand, S., Kobsa, A. and Jannach, D.: "Intelligent Techniques for Web Personalization and Recommender Systems - AAAI 2008 Workshop reports". AI Magazine, Vol. 30(1). 2009 (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{MobasherSinghAnandEtAl2009,
    	author = {Mobasher, B. and Singh Anand, S. and Kobsa, A. and Jannach, D.},
    	title = {Intelligent Techniques for Web Personalization and Recommender Systems - AAAI 2008 Workshop reports},
    	journal = {AI Magazine},
    	volume = {30},
    	number = {1},
    	year = {2009},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  17. Jannach, D., Zanker, M. and Konstan, J.: "Preface to special issue on Recommender Systems". AI Communications, Vol. 21(2-3). IOS Press, 2008, pp. 95-96 (Website) (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{DietmarMarkusEtAl2008,
    	author = {Dietmar Jannach and Markus Zanker and Joseph Konstan},
    	title = {Preface to special issue on Recommender Systems},
    	journal = {AI Communications},
    	volume = {21},
    	number = {2-3},
    	publisher = {IOS Press},
    	year = {2008},
    	pages = {95--96},
    	doi = {10.3233/AIC-2008-0429},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  18. Mobasher, B., Singh Anand, S., Kobsa, A. and Jannach, D.: "Intelligent Techniques for Web Personalization - AAAI 2007 Workshop reports". AI Magazine, Vol. 28(4). 2009, pp. 123-124 (BibTeX)
    Keywords: Recommender Systems, Introduction/Summary
    @Article{MobasherSinghAnandEtAl2009a,
    	author = {Mobasher, B. and Singh Anand, S. and Kobsa, A. and Jannach, D.},
    	title = {Intelligent Techniques for Web Personalization - AAAI 2007 Workshop reports},
    	journal = {AI Magazine},
    	volume = {28},
    	number = {4},
    	year = {2009},
    	pages = {123--124},
    	keywords = {Recommender Systems, Introduction/Summary},
    }
  19. Jannach, D., Leopold, K., Timmerer, C. and Hellwagner, H.: "Semantic Multimedia Adaptation Services for MPEG-21 Digital Item Adaptation". Position paper for W3C Workshop on Frameworks for Semantics in Web Services. 2005 (Fulltext (w3.org)) (BibTeX)
    Keywords: Multimedia Adaptation, MPEG-21, Knowledge-based Planning
    @Misc{JannachLeopoldEtAl2005,
    	author = {Dietmar Jannach and Klaus Leopold and Christian. Timmerer and Hermann Hellwagner},
    	title = {Semantic Multimedia Adaptation Services for MPEG-21 Digital Item Adaptation},
    	year = {2005},
    	keywords = {Multimedia Adaptation, MPEG-21, Knowledge-based Planning},
    }
  20. Timmerer, C., Leopold, K., Jannach, D., Hellwagner, H. and Kimiaei, M.: "Report of CE on Conversion Parameters". ISO/IEC JTC 1/SC 29/WG 11 M11262. Palma De Mallorca, Spain, 2004. (Amendment to MPEG-21 standard) (BibTeX)
    Keywords: Multimedia Adaptation, MPEG-21, Knowledge-based Planning
    @Misc{TimmererLeopoldEtAl2004,
    	author = {Timmerer, C. and Leopold, K. and Jannach, D. and Hellwagner, H. and Kimiaei, M.},
    	title = {Report of CE on Conversion Parameters},
    	address = {Palma De Mallorca, Spain},
    	year = {2004},
    	keywords = {Multimedia Adaptation, MPEG-21, Knowledge-based Planning},
    }

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