Title
A decentralized CF approach based on cooperative agents
Abstract
In this paper, we propose a decentralized collaborative filtering (CF) approach based on P2P overlay network for the autonomous agents' environment. Experiments show that our approach is more scalable than traditional centralized CF filtering systems and alleviates the sparsity problem in distributed CF.
Year
DOI
Venue
2006
10.1145/1135777.1135971
WWW
Keywords
Field
DocType
sparsity problem,traditional centralized cf,decentralized cf approach,decentralized collaborative,cooperative agent,autonomous agent,p2p overlay network,p2p,collaborative filtering,overlay network
World Wide Web,Autonomous agent,Collaborative filtering,Computer science,Computer network,Filter (signal processing),Overlay network,Scalability,Distributed computing
Conference
ISBN
Citations 
PageRank 
1-59593-323-9
4
0.46
References 
Authors
6
3
Name
Order
Citations
PageRank
Byeong Man Kim127720.88
Qing Li245230.64
Adele E. Howe364476.36