@article{80006, title = {User models: theory, method, and practice}, address = {London, UK, UK}, author = {Robert B. Allen}, journal = {Int. J. Man-Mach. Stud.}, number = 5, pages = {511--543}, publisher = {Academic Press Ltd.}, volume = 32, year = 1990, url = {http://portal.acm.org/citation.cfm?id=80006&dl=GUIDE&coll=GUIDE&CFID=49137213&CFTOKEN=98745588}, issn = {0020-7373}, doi = {http://dx.doi.org/10.1016/S0020-7373(05)80032-X}, description = {User models: theory, method, and practice}, biburl = {http://www.bibsonomy.org/bibtex/2e33912e5e9e2d6e54576d68009cbd6f3/wnpxrz}, keywords = {models user imported} } @inproceedings{strohmaier2007a, title = {How Do Users Express Goals on the Web? - An Exploration of Intentional Structures in Web Search}, author = {M. Strohmaier and M. Lux and M. Granitzer and P. Scheir and S. Liaskos and E. Yu}, booktitle = {We Know'07 International Workshop on Collaborative Knowledge Management for Web Information Systems, in conjunction with WISE'07, Nancy, France}, year = 2007, biburl = {http://www.bibsonomy.org/bibtex/28cafb30efce0f039e1978a7a277f59fa/wnpxrz}, keywords = {user goal ir web search intentional} } @proceedings{DBLP:conf/kdd/1999web, title = {Web Usage Analysis and User Profiling, International WEBKDD'99 Workshop, San Diego, California, USA, August 15, 1999, Revised Papers}, booktitle = {WEBKDD}, editor = {Brij M. Masand and Myra Spiliopoulou}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = 1836, year = 2000, bibsource = {DBLP, http://dblp.uni-trier.de}, isbn = {3-540-67818-2}, biburl = {http://www.bibsonomy.org/bibtex/218a9697e8ca04f637487e79b6be9cc83/wnpxrz}, keywords = {user proj:mh profiling filtering collaborative proj:bk web profile} } @misc{gauch-ontologybased, title = {Ontology-Based User Profiles for Search and Browsing}, author = {Susan Gauch and Jason Chaffee and Alexander Pretschner}, year = 2002, url = {citeseer.ist.psu.edu/gauch02ontologybased.html}, description = {Ontology-Based User Profiles for Search and Browsing (ResearchIndex)}, biburl = {http://www.bibsonomy.org/bibtex/27e876459e3a889402eba7dbbe3595b46/wnpxrz}, keywords = {user imported ontology profile browsing search ir} } @inproceedings{988764, title = {Adaptive web search based on user profile constructed without any effort from users}, address = {New York, NY, USA}, author = {Kazunari Sugiyama and Kenji Hatano and Masatoshi Yoshikawa}, booktitle = {WWW '04: Proceedings of the 13th international conference on World Wide Web}, pages = {675--684}, publisher = {ACM Press}, year = 2004, url = {http://portal.acm.org/citation.cfm?id=988672.988764}, location = {New York, NY, USA}, isbn = {1-58113-844-X}, doi = {http://doi.acm.org/10.1145/988672.988764}, description = {Adaptive web search based on user profile constructed without any effort from users}, abstract = {Web search engines help users find useful information on the World Wide Web (WWW). However, when the same query is submitted by different users, typical search engines return the same result regardless of who submitted the query. Generally, each user has different information needs for his/her query. Therefore, the search result should be adapted to users with different information needs. In this paper, we first propose several approaches to adapting search results according to each user's need for relevant information without any user effort, and then verify the effectiveness of our proposed approaches. Experimental results show that search systems that adapt to each user's preferences can be achieved by constructing user profiles based on modified collaborative filtering with detailed analysis of user's browsing history in one day.}, biburl = {http://www.bibsonomy.org/bibtex/23db95ec7dc4631629b638eb0230cc55a/wnpxrz}, keywords = {user profile search profiling imported adaptive ir web} } @inproceedings{500755, title = {Capturing knowledge of user preferences: ontologies in recommender systems}, address = {New York, NY, USA}, author = {Stuart E. Middleton and David C. De Roure and Nigel R. Shadbolt}, booktitle = {K-CAP '01: Proceedings of the 1st international conference on Knowledge capture}, pages = {100--107}, publisher = {ACM Press}, year = 2001, url = {http://portal.acm.org/citation.cfm?id=500755}, location = {Victoria, British Columbia, Canada}, isbn = {1-58113-380-4}, doi = {http://doi.acm.org/10.1145/500737.500755}, description = {Capturing knowledge of user preferences}, abstract = {Tools for filtering the World Wide Web exist, but they are hampered by the difficulty of capturing user preferences in such a dynamic environment. We explore the acquisition of user profiles by unobtrusive monitoring of browsing behaviour and application of supervised machine-learning techniques coupled with an ontological representation to extract user preferences. A multi-class approach to paper classification is used, allowing the paper topic taxonomy to be utilised during profile construction. The Quickstep recommender system is presented and two empirical studies evaluate it in a real work setting, measuring the effectiveness of using a hierarchical topic ontology compared with an extendable flat list.}, biburl = {http://www.bibsonomy.org/bibtex/26d0a7792db2c0f96bd0a495a56e57464/wnpxrz}, keywords = {ontology recommendersystems imported user preference} } @inproceedings{michlmayr07, title = {Learning User Profiles from Tagging Data and Leveraging them for Personal(ized) Information Access}, author = {Elke Michlmayr and Steve Cayzer}, booktitle = {Tagging and Metadata for Social Information Organization Workshop, WWW07}, year = 2007, biburl = {http://www.bibsonomy.org/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz}, keywords = {user profile learning personalization tagging} } @book{Berendt2007, title = {From Web to Social Web: Discovering and Deploying User and Content Profiles }, edition = {Lecture Notes in Computer Science}, editor = {B. Berendt and A. Hotho and D. Mladenic and G. Semeraro}, publisher = {Springer}, volume = 4736, year = 2007, url = {http://www.springer.com/dal/home?SGWID=1-102-22-173759307-0&changeHeader=true&referer=www.springeronline.com&SHORTCUT=www.springer.com/978-3-540-74950-9}, location = {Berlin, Germany}, isbn = {978-3-540-74950-9}, date = {September 18, 2006 Series:}, description = {From Web to Social Web: Discovering and Deploying User and Cont... - Data Mi...Journals, Books & Online Media | Springer}, abstract = {This book constitutes the refereed proceedings of the Workshop on Web Mining, WebMine 2006, held in Berlin, Germany, September 18th, 2006. Topics included are data mining based on analysis of bloggers and tagging, web mining, XML mining and further techniques of knowledge discovery. The book is especially valuable for those interested in the aspects of the Social Web (Web 2.0) and its inherent dynamic and diversity of user-generated content.}, biburl = {http://www.bibsonomy.org/bibtex/28aa8d9bcbb5a5bb3fc480d1e53b27236/wnpxrz}, keywords = {social user web profile} } @article{Zuckerman01, title = {Predictive statistical Models for User Modeling}, author = {I. Zuckerman and D. Albrecht}, journal = {User Modeling and User Adaptive Interaction}, number = {1-2}, pages = {5-18}, volume = 11, year = 2001, description = {WSD}, biburl = {http://www.bibsonomy.org/bibtex/289f2b37624703f3e2979ff35f53ebff2/wnpxrz}, keywords = {user modeling proj:et} } @inproceedings{Lee2005, title = {Automatic identification of user goals in Web search}, address = {New York, NY, USA}, author = {U. Lee and Z. Liu and J. Cho}, booktitle = {WWW '05: Proceedings of the 14th International World Wide Web Conference }, pages = {391--400}, publisher = {ACM Press}, year = 2005, url = {http://portal.acm.org/citation.cfm?id=1060745.1060804}, location = {Chiba, Japan}, isbn = {1-59593-046-9}, doi = {http://doi.acm.org/10.1145/1060745.1060804}, description = {Automatic identification of user goals in Web search}, biburl = {http://www.bibsonomy.org/bibtex/2685fdad7f625347be4e73dcf662f6a92/wnpxrz}, keywords = {search goal web user} } @inproceedings{horvitz1998, title = {The Lumiere project: Bayesian user modeling for inferring the goals and needs of software users}, address = {Madison, WI}, author = {E. Horvitz and J. Breese and D. Heckerman and D. Hovel and K. Rommelse}, booktitle = {In Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence}, month = {July}, pages = {256--265}, year = 1998, url = {citeseer.ist.psu.edu/horvitz98lumiegravere.html}, id = {573414}, priority = {0}, biburl = {http://www.bibsonomy.org/bibtex/2cbd57700237fc8822be71b8c4ccb445a/wnpxrz}, keywords = {user modeling bayesian goal} }