TY - GEN
T1 - Refinement of the ACP2P by sharing user-feedbacks and learning query-responder-agent-relationships
AU - Mine, Tsunenori
AU - Kogo, Akihiro
AU - Amamiya, Satoshi
AU - Amamiya, Makoto
PY - 2009
Y1 - 2009
N2 - This paper proposes two methods for improving the retrieval accuracy of the Agent-Community-based Peer-to-Peer information retrieval (ACP2P) method. One uses user feedbacks exchanged in a community. The other uses query-learning methods that make a middle agent to learn query-responder agent relationships. The latter methods are useful not only for improving the retrieval accuracy, but also for reducing communication loads. We conduct several experiments with test collections so that the evaluation can be done in an objective manner. The experimental results illustrate the validity of our proposed methods.
AB - This paper proposes two methods for improving the retrieval accuracy of the Agent-Community-based Peer-to-Peer information retrieval (ACP2P) method. One uses user feedbacks exchanged in a community. The other uses query-learning methods that make a middle agent to learn query-responder agent relationships. The latter methods are useful not only for improving the retrieval accuracy, but also for reducing communication loads. We conduct several experiments with test collections so that the evaluation can be done in an objective manner. The experimental results illustrate the validity of our proposed methods.
UR - http://www.scopus.com/inward/record.url?scp=84899831458&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84899831458&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84899831458
SN - 9781615673346
T3 - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
SP - 1100
EP - 1101
BT - 8th International Joint Conference on Autonomous Agents and Multiagent Systems 2009, AAMAS 2009
PB - International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
T2 - 8th International Joint Conference on Autonomous Agents and Multiagent Systems 2009, AAMAS 2009
Y2 - 10 May 2009 through 15 May 2009
ER -