GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Fab: content-based, collaborative recommendation
Communications of the ACM
Accessing nearby copies of replicated objects in a distributed environment
Proceedings of the ninth annual ACM symposium on Parallel algorithms and architectures
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Peer-to-peer based recommendations for mobile commerce
WMC '01 Proceedings of the 1st international workshop on Mobile commerce
Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence
Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence
Web Search Using a Genetic Algorithm
IEEE Internet Computing
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Routing Algorithms for DHTs: Some Open Questions
IPTPS '01 Revised Papers from the First International Workshop on Peer-to-Peer Systems
Using web helper agent profiles in query generation
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Making gnutella-like P2P systems scalable
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Towards the semantic web: knowledge representation in a dynamic, distributed environment
Towards the semantic web: knowledge representation in a dynamic, distributed environment
Latent semantic models for collaborative filtering
ACM Transactions on Information Systems (TOIS)
A music recommender based on audio features
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A new approach for combining content-based and collaborative filters
Journal of Intelligent Information Systems
A probabilistic music recommender considering user opinions and audio features
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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Most existing web search tools do not utilize previous search experiences of others to improve performance for the current user. In this article, we present a collaborative web agent designed to enable across-user collaboration in web search and recommendation. We use our distributed collaborative filtering (CF) algorithm based on a P2P overlay network of autonomous agents. Experiments show that our proposed scheme is more scalable than traditional centralized CF filtering systems and alleviates the sparsity problem in distributed CF.