Evaluating adaptive user profiles for news classification

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn , Issue , 2004, Pages 206-212

  Carreira, Ricardo ^a   Crato, Jaime M ^a   Gonçalves, Daniel ^a   Jorge, Joaquim A ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Bayesian classifier; Content Based filter; Mobile and ubiquitous computing; User profiles

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; INFORMATION RETRIEVAL; LEARNING SYSTEMS; MOBILE COMPUTING; PERSONAL DIGITAL ASSISTANTS; WEB BROWSERS;

BAYESIAN CLASSIFIERS; CONTENT-BASED FILTERS; MOBILE AND UBIQUITOUS COMPUTING; USER PROFILES;

ADAPTIVE SYSTEMS;

EID: 18744412644     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/964442.964481     Document Type: Conference Paper

References (17)

1. Abbattista, F., Degemmis, M., Fanizzi, N., Licchelli, O., Lops, P., Semeraro, G., and Zambetta, F. Learning User Profiles for Content-Based Filtering in e-Commerce, In Proceedings AI*AI Workshop su Apprendimento Automatico: Metodi e Applicazioni. Sienna, Italy. 2002.
2. Ahmad, M., Wasfi, A. Collecting User Access Patterns for Building User Profiles and Collaborative Filtering, In Proceedings Proceedings of the 4th international conference on Intelligent user interfaces, pp 57-64, ACM Press, 1998.
3. Anderson, C., Domingos, P, and Weld, D. Adaptive Web Navigation for Wireless Devices. In Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI-01), pp 704-712, Seattle, USA. August 4-14, 2001.
4. Anderson, C. and Horvitz, E. Web Montage: A Dynamic Personalized Start Page. In Proceedings of the 11th World Wide Web Conference (WWW 2002). ACM Press, Honolulu, USA. May 7-11 2002.
5. Armstrong, R., Freitag, D., Joachims, T. and Mitchell, T. WebWatcher: A Learning Apprentice for the World Wide Web. In Proceedings of the AAAI Spring Symposium on Information Gathering, pp 6-12, 1997.
6. Bederson, B., Hollan, J., Stewart, J., Rogers, D., Vick, D., A Zooming Web Browser, Human Factors in Web Development, Eds. Ratner, Grose, and Forsythe, Lawrence Erlbaum Assoc., pp 255-266, 1998.
7. Billsus, D. & Pazzani, M. 1999. A Hybrid User Model for News Story Classification In Proceedings of the Seventh International Conference on User Modeling. Banff, Canada, June 20-24, 1999.
8. Bueno, D., Conejo, R. and David, A. METIOREW: An Objective Oriented Content Based and Collaborative Recommending System. In Proceedings of the Twelfth ACM Conference on Hypertext and Hypermedia, pp 310-314, ACM Press, 2001.
9. Chan, P. Constructing Web User Profiles: A Non-invasive Learning Approach, In Proceedings WEBKDD99 Workshop on Web Usage Analysis and User Profiling, pp 39-55, Springer-Verlag, 1999.
10. Goecks, J., Shavlik, J. Learning Users' Interests by Unobtrusively Observing Their Normal Behavior. In Proceedings Intelligent User Interfaces 2000, pp 129-132, ACM Press, 2000.
11. Graham, P. "A plan for spam", 2002. available at http://www.paulgraham.com/spam.html.
12. Liberman, H. Letizia: An Agent that Assists Web Browsing. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), pp 924-929, Morgan Kaufmann publishers Inc, Montreal, Canada. 1995.
13. Ngu, D., Wu, X., SiteHelper: A Localized Agent that Helps Incremental Exploration of the World Wide Web, In Proceedings of the Sixth International World Wide Web Conference (WWW6), pp 691-700. Santa Clara, California, USA, April 7-11, 1997.
14. Pazzani, M., Muramatsu, J. and Billsus,. D. Syskill Webert: Identifying Interesting Web Sites. In Proceedings of the Thirteenth National Conference on Artificial Intelligence, pp 54-61, Portland, 1996.
15. Pazzani, M, Billsus, D., Learning and Revising User Profiles: The Identification of Interesting Web Sites, In Machine Learning, 27, pp 313-331, 1997.
16. Schwab, I., Kobsa, A., Koychev, I., Learning About Users from Observation, In Proceedings AAAI 2000 Spring Symposium: Adaptive User Interface, pp 241-247, 2000.
17. Versteegen, L. The Simple Bayesian Classifier as a Classification Algorithm, available on the Web at http://www.cs.kun.nl/nsccs/artikelen/leonv. ps.Z.2000.