Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents

Tao, Xiaohui and Li, Yuefeng and Lau, Raymond Y. K. and Geva, Shlomo (2010) Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents. In: WI 2010: IEEE/WIC/ACM International Conference on Web Intelligence, 31 Aug-3 Sep 2010, Toronto, Canada.

[img]
Preview
PDF (Documentation)
WI2010.pdf

Download (403Kb)

Abstract

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.


Statistics for USQ ePrint 19090
Statistics for this ePrint Item
Item Type: Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)
Refereed: Yes
Item Status: Live Archive
Additional Information: Permanent restricted access to published version due to publisher copyright policy.
Depositing User: epEditor USQ
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 19 May 2011 07:21
Last Modified: 03 Jul 2013 00:39
Uncontrolled Keywords: distributed information gathering; information fusion; multi-agents; ontology; specificity; exhaustivity
Fields of Research (FOR2008): 01 Mathematical Sciences > 0104 Statistics > 010401 Applied Statistics
08 Information and Computing Sciences > 0805 Distributed Computing > 080505 Web Technologies (excl. Web Search)
08 Information and Computing Sciences > 0807 Library and Information Studies > 080704 Information Retrieval and Web Search
Socio-Economic Objective (SEO2008): B Economic Development > 89 Information and Communication Services > 8903 Information Services > 890301 Electronic Information Storage and Retrieval Services
Identification Number or DOI: doi: 10.1109/WI-IAT.2010.76
URI: http://eprints.usq.edu.au/id/eprint/19090

Actions (login required)

View Item Archive Repository Staff Only