zhang-anagentbased-2002.pdf (412.13 kB)
An agent-based intelligent system for information gathering from world wide web environment
conference contribution
posted on 2002-01-01, 00:00 authored by C S Li, C Q Zhang, Zili ZhangZili ZhangTo use the vast amount of information efficiently and effectively from Web sites is very important for making informed decisions. There are, however, still many problems that need to be overcome in the information gathering research arena to enable the delivery of relevant information required by users. In this paper, an information gathering system is develop by means of multiple agents to solve those problems. We employed some ideas of Gaia's methodology and an open agent architecture to analyze and design the system. The system consists of a query preprocessing agent, information retrieval agent, information filtering agent, and information management agent. The filtering agent is trained with categorized documents and can provide users with the necessary information. The experimental results show that all agents in the system can work cooperatively to retrieve relevant information from the World Wide Web environment.
History
Event
Machine Learning and Cybernetics. Conference (2002 : Beijing, China)Pagination
1852 - 1857Publisher
IEEE XploreLocation
Beijing, ChinaPlace of publication
Piscataway, N.J.Start date
2002-11-04End date
2002-11-05ISBN-13
9780780375086ISBN-10
0780375084Language
engNotes
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.Publication classification
E1 Full written paper - refereedCopyright notice
2002 IEEEEditor/Contributor(s)
Y TangTitle of proceedings
2002 International Conference on Machine Learning and Cybernetics : proceedings : November 4-5, 2002, Prime Hotel, Beijing, ChinaUsage metrics
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