Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents
Tao, Xiaohui, Li, Yuefeng, Lau, Raymond Y.K., & Geva, Shlomo (2010) Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents. In 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, IEEE, York University, Toronto, pp. 264-271.
Intelligent agents are an advanced technology utilized in Web Intelligence. When searching information from a distributed Web environment, information is retrieved by multi-agents on the client site and fused on the broker site. The current information fusion techniques rely on cooperation of agents to provide statistics. Such techniques are computationally expensive and unrealistic in the real world. In this paper, we introduce a model that uses a world ontology constructed from the Dewey Decimal Classification to acquire user profiles. By search using specific and exhaustive user profiles, information fusion techniques no longer rely on the statistics provided by agents. The model has been successfully evaluated using the large INEX data set simulating the distributed Web environment.
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|Item Type:||Conference Paper|
|Keywords:||Distributed Information Gathering , Information Fusion , Multi-agents , Ontology , specificity and exhaustivity|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2010 IEEE|
|Copyright Statement:||Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.|
|Deposited On:||22 Jun 2011 13:08|
|Last Modified:||23 Jun 2011 18:14|
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