Abstract | ||
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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 |
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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 Kim | 1 | 277 | 20.88 |
Qing Li | 2 | 452 | 30.64 |
Adele E. Howe | 3 | 644 | 76.36 |