Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
SOAP: social agents providing people with useful information
GROUP '97 Proceedings of the international ACM SIGGROUP conference on Supporting group work: the integration challenge
A hybrid user model for news story classification
UM '99 Proceedings of the seventh international conference on User modeling
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Privacy-conscious P2P data sharing scheme with bogus profile distribution
Web Intelligence and Agent Systems
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This paper proposes a new method for realizing the web page recommendation system by sharing users' web browse history on an anonymous P2P network. Our scheme creates a user profile, a summary of the user's web browse trends, by analyzing the contents of the web pages browsed. The scheme then provides a P2P network to exchange web browse histories so as to create mutual web page recommendations. The novelty of our method lies in its P2P network formulation; it is formulated in a way so that users having similar user profiles are automatically connected, yet their user profiles are protected from being disclosed to other users. The proposed method intentionally distributes bogus user profiles on the P2P network, while not harming the efficiency of the web browse history sharing process.