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Information fusion in a cooperative ...

Shaban, Khaled Bashir.

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Information fusion in a cooperative multi-agent system for Web information retrieval.

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Information fusion in a cooperative multi-agent system for Web information retrieval./
作者:	Shaban, Khaled Bashir.
面頁冊數:	84 p.
附註:	Adviser: Otman Basir.
Contained By:	Masters Abstracts International41-02.
標題:	Engineering, System Science. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=MQ71825
ISBN:	0612718255

Information fusion in a cooperative multi-agent system for Web information retrieval.
Shaban, Khaled Bashir.

Information fusion in a cooperative multi-agent system for Web information retrieval. - 84 p.

Adviser: Otman Basir.

Thesis (M.Sc.)--University of Guelph (Canada), 2002.

This research work attempts to address some issues of the Web information retrieval problem. The explosive growth of information on the Web combined with the diverse users interests have caused a failure of existing tools to search the Web and motivated for effective alternatives. The strategy pursued to address these challenges is to have a distributed group of intelligent agents that are goal and pattern driven, autonomous, and rational in a cooperative and interactive setting. The system is capable of satisfying user needs, and shall introduce novel methodologies in receiving queries, retrieving answers, and presenting results. A multi-tier agent-based architecture in which a mediator agent fuses decisions collected from decision makers is presented. An intelligent fusion technique, the team consensus approach, is used to fuse agent decisions on the relevancy of retrieved information. The methodology models the interaction and brings team into consent. This thesis presents the proposal, and provides comparative analysis on results collected from a realized prototype of the system.

ISBN: 0612718255Subjects--Topical Terms:

1018128
Engineering, System Science.

Information fusion in a cooperative multi-agent system for Web information retrieval.
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