Collaborative Filtering

• Collaborative Filtering Sites
• Conferences and Workshops
• Projects and Systems
• Papers
• People

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Collaborative Filtering sites

• Berkeley Collaborative Filtering - links to projects and systems
• Collaborative Filtering - contains useful links, "General Information, Papers, Announcements, Tools, Products and Services" (SIG group)
• Information Filtering Resources - The "page is designed as a resource for people conducting research in information filtering. It was developed as part of the Information Filtering Project at the University of Maryland, and is maintained as a part of our ongoing research program."
• Profile - More on Information Filtering useful links
• Other Research Resources on Information Filtering

Conferences and workshops

• Conferences and Workshops - list of upcoming information filtering conferences
• CIKM'99 Workshop on Recommender Systems, November 1999
• IJCAI 99 Workshop: Machine Learning for Information Filtering, August 1999
• ACM SIGIR'99Workshop on Recommender Systems: Algorithms and Evaluation, University of California, Berkeley, August 19, 1999
• CHI' 99 Workshop Interacting with Recommender Systems, 15/16 May 1999
• The Fifteenth International Conference on Machine Learning - July 1998, with contribution about Collaborative Filtering
• AAAI Technical reports List of Recommender Systems Papers from the AAAI Workshop
• AAAI-98 Workshop on Recommender Systems
• Fifth DELOS Workshop on Filtering and Collaborative Filtering - Budapest, November 1997
• Berkeley Collaborative Filtering - Berkeley Workshop on Collaborative Filtering, March 16, 1996
• ICEIMT 1996: Summary Report on Workshop on "Collaborative Filtering"
• CHI'95 Proceedings - Papers from the conference

Projects and Systems

• WWW Collaboration Projects list of projects
• Freely Available Information Filtering Systems
• Project Aristotle(sm): Automated Categorization of Web Resources - projects, research, products and services
• GroupLens Home Page "The GroupLens Research Project is a research group in the Department of Computer Science and Engineering at the University of Minnesota. Members of the GroupLens Research Project are involved in many research projects related to the fields of information filtering, collaborative filtering, and recommender systems..."
• Jester - The on-line Joke Recommender that uses collaborative filtering to recommend jokes based on users ratings of a set of sample jokes.
• Select - Rating and filtering of scientific, technical and other network documents
• WebWatcher - a "tour guide" agent for the world wide web
• PHOAKS (People Helping One Another Know Stuff) - "exists to help us all help each other find appropriate and relevant web resources in a simple and timely manner."
• Yenta - a matchmaking system
• Profile - A Proactive Information Filter

Papers

• Automated Collaborative Filteringand Semantic Transports "This essay focuses on the conceptualization of the issues, comparisons of current technological developments to other historical/evolutionary processes, future of automated collaboration and its implications for economic and social development of the world, and suggestions of what we may want to pursue and avoid."
• Distributing Information for Collaborative Filtering on Usenet Net News by David A. Maltz: "one possible system for helping users find the information they want from the stacks of the global internet" is described.
• Empirical Analysis of Predictive Algorithms for Collaborative Filtering by J. Breese, D. Heckerman and C. Kadie
• Research on Collaborative Filtering

People

• Pattie Maes' Home Page, "Her areas of expertise are Artificial Intelligence, Artificial Life, Human Computer Interaction, Computer Supported Collaborative Work, Information Filtering and Electronic Commerce... Maes' group pioneered the use of machine learning to build such agents and invented a range of new algorithms such as collaborative filtering."
• John Riedl - GroupLens: Information Filtering is one of his research projects.
• Paul Resnick's homepage - one of research projects: Recommender Systems (Collaborative Filtering)
• Joaquin A. Delgado - publications about Information filtering
• Marko Balabanovic Home Page - projects and publications
• Lyle H. Ungar - Publications - Clustering and Collaborative Filtering, Auctions and Market-based Mechanisms, Neural Networks and Nonlinear Modeling, ...

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