Collecting user access patterns for building user profiles and collaborative filtering

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Collecting user access patterns for building user profiles and collaborative filtering

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International Conference on Intelligent User Interfaces archive
Proceedings of the 4th international conference on Intelligent user interfaces table of contents

Los Angeles, California, United States

Pages: 57 - 64

Year of Publication: 1998

ISBN:1-58113-098-8

Author

Ahmad M. Ahmad Wasfi

School of Computer Sciences, University of Science, Malaysia, Penang 11800, Malaysia

Sponsors

SIGART: ACM Special Interest Group on Artificial Intelligence
SIGCHI: ACM Special Interest Group on Computer-Human Interaction

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 20, Downloads (12 Months): 108, Citation Count: 25

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references cited by index terms

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

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CITED BY 25

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	Paolo Gaudiano , Klaus Kater, ALife-WebGuide: an intelligent user interface for Web site navigation, Proceedings of the 5th international conference on Intelligent user interfaces, p.121-124, January 09-12, 2000, New Orleans, Louisiana, United States
	Al Mamunur Rashid , Istvan Albert , Dan Cosley , Shyong K. Lam , Sean M. McNee , Joseph A. Konstan , John Riedl, Getting to know you: learning new user preferences in recommender systems, Proceedings of the 7th international conference on Intelligent user interfaces, January 13-16, 2002, San Francisco, California, USA
	Byeong Man Kim , Qing Li , Chang Seok Park , Si Gwan Kim , Ju Yeon Kim, A new approach for combining content-based and collaborative filters, Journal of Intelligent Information Systems, v.27 n.1, p.79-91, July 2006
	J. Ben Schafer , Joseph A. Konstan , John Riedl, Meta-recommendation systems: user-controlled integration of diverse recommendations, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
	Hsinchun Chen, Introduction to the JASIST special topic section on web retrieval and mining: a machine learning perspective, Journal of the American Society for Information Science and Technology, v.54 n.7, p.621-624, May 2003
	Travis L. Bauer , David B. Leake, Detecting context-differentiating terms using competitive learning, ACM SIGIR Forum, v.37 n.2, p.4-17, Fall 2003
	Ricardo Carreira , Jaime M. Crato , Daniel Gonçalves , Joaquim A. Jorge, Evaluating adaptive user profiles for news classification, Proceedings of the 9th international conference on Intelligent user interface, January 13-16, 2004, Funchal, Madeira, Portugal
	Dong-Ho Kim , Vijayalakshmi Atluri , Michael Bieber , Nabil Adam , Yelena Yesha, A clickstream-based collaborative filtering personalization model: towards a better performance, Proceedings of the 6th annual ACM international workshop on Web information and data management, November 12-13, 2004, Washington DC, USA
	Michael Chau , Daniel Zeng , Hsinchun Chen , Michael Huang , David Hendriawan, Design and evaluation of a multi-agent collaborative Web mining system, Decision Support Systems, v.35 n.1, p.167-183, 01 April 2003
	Zan Huang , Wingyan Chung , Thian-Huat Ong , Hsinchun Chen, A graph-based recommender system for digital library, Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries, July 14-18, 2002, Portland, Oregon, USA
	Dongsong Zhang , Lina Zhou , Jay F. Nunamaker, Jr., A knowledge management framework for the support of decision making in humanitarian assistance/disaster relief, Knowledge and Information Systems, v.4 n.3, p.370-385, July 2002
	Qing Li , Byeong Man Kim, An approach for combining content-based and collaborative filters, Proceedings of the sixth international workshop on Information retrieval with Asian languages, p.17-24, July 07-07, 2003, Sappro, Japan
	Geoff Ellis , Alan Dix, Quantum web fields and molecular meanderings: visualising web visitations, Proceedings of the working conference on Advanced visual interfaces, May 25-28, 2004, Gallipoli, Italy
	Frank McCarey , Mel Ó. Cinnéide , Nicholas Kushmerick, Rascal: A Recommender Agent for Agile Reuse, Artificial Intelligence Review, v.24 n.3-4, p.253-276, November 2005
	Qing Li , Sung Hyon Myaeng , Byeong Man Kim, A probabilistic music recommender considering user opinions and audio features, Information Processing and Management: an International Journal, v.43 n.2, p.473-487, March 2007
	Johan Bollen , Michael L. Nelson , Gary Geisler , Raquel Araujo, Usage derived recommendations for a video digital library, Journal of Network and Computer Applications, v.30 n.3, p.1059-1083, August, 2007
	Robin Burke, Hybrid Recommender Systems: Survey and Experiments, User Modeling and User-Adapted Interaction, v.12 n.4, p.331-370, November 2002
	Rie Sawai , Masahiko Tsukamoto , Yin-Huei Loh , Tsutomu Terada , Shojiro Nishio, Functional Properties of Information Filtering, Proceedings of the 27th International Conference on Very Large Data Bases, p.511-520, September 11-14, 2001
	Nima Taghipour , Ahmad Kardan , Saeed Shiry Ghidary, Usage-based web recommendations: a reinforcement learning approach, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
	Annika Wærn, User Involvement in Automatic Filtering: An Experimental Study, User Modeling and User-Adapted Interaction, v.14 n.2-3, p.201-237, June 2004
	Ann Heylighen , Mathias Casaer , Herman Neuckermans, UnaWare: supporting tacit design knowledge exchange, International Journal of Web Based Communities, v.2 n.1, p.31-44, January 2006
	Sea Ling , Maria Indrawan , Seng W. Loke, RFID-based user profiling of fashion preferences: blueprint for a smart wardrobe, International Journal of Internet Protocol Technology, v.2 n.3/4, p.153-164, December 2007
	I-Ching Hsu, SXRS: An XLink-based Recommender System using Semantic Web technologies, Expert Systems with Applications: An International Journal, v.36 n.2, p.3795-3804, March, 2009
	Markus Zanker , Markus Jessenitschnig, Case-studies on exploiting explicit customer requirements in recommender systems, User Modeling and User-Adapted Interaction, v.19 n.1-2, p.133-166, February 2009

INDEX TERMS

Primary Classification:
I. Computing Methodologies
I.2 ARTIFICIAL INTELLIGENCE

Additional Classification:
H. Information Systems
H.1 MODELS AND PRINCIPLES
H.3 INFORMATION STORAGE AND RETRIEVAL
H.3.5 On-line Information Services
Subjects: Web-based services
H.5 INFORMATION INTERFACES AND PRESENTATION (I.7)
H.5.2 User Interfaces (D.2.2, H.1.2, I.3.6)
Subjects: Evaluation/methodology
H.5.3 Group and Organization Interfaces
Subjects: Web-based interaction

Keywords:
autonomous agent, classical information theory, collaborative filtering, content-based filtering, finite context-model

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