ACP2P: Agent-community-based peer-to-peer information retrieval - An evaluation

Tsunenori Mine, Akihiro Kogo, Makoto Amamiya

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Agent-Community-based Peer-to-Peer Information Retrieval (ACP2P) method[1],[2] uses agent communities to manage and look up information of interest to users. An agent works as a delegate of its user and searches for information that the user wants by communicating with other agents. The communication between agents is carried out in a peer-to-peer computing architecture. Retrieving information relevant to a user query is performed with content files which consist of original and retrieved documents, and two histories: a query/retrieved document history and a query/sender agent history. The ACP2P is implemented using the Multi-Agent Kodama framework. In this paper, we present some mathematical aspects of the ACP2P method with respect to the relationships between communication loads and the number of records that are stored both in the two histories and retrieved document content files, and discuss the experimental results, for which illustrate the validity of this approach. The results confirm the mathematical conjectures we presented and show that the two histories are more useful for reducing the communication load than a naive method employing 'multicast' techniques, and lead to a higher retrieval accuracy than the naive method.

Original languageEnglish
Title of host publicationAgents and Peer-to-Peer Computing - 4th International Workshop, AP2PC 2005, Revised Papers
Pages145-158
Number of pages14
DOIs
Publication statusPublished - Dec 1 2006
Event4th International Workshop on Agents and Peer-to-Peer Computing, AP2PC 2005 - Utrecht, Netherlands
Duration: Jul 25 2005Jul 25 2005

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4118 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other4th International Workshop on Agents and Peer-to-Peer Computing, AP2PC 2005
CountryNetherlands
CityUtrecht
Period7/25/057/25/05

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All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Mine, T., Kogo, A., & Amamiya, M. (2006). ACP2P: Agent-community-based peer-to-peer information retrieval - An evaluation. In Agents and Peer-to-Peer Computing - 4th International Workshop, AP2PC 2005, Revised Papers (pp. 145-158). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4118 LNAI). https://doi.org/10.1007/11925941_12