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A personalized metasearch engine based on multiagent system
Joint Authors
Wang, Meijia
Lin, Yishuai
Li, Yingjian
Zhou, Boyu
Li, Qingshan
Source
The International Arab Journal of Information Technology
Issue
Vol. 16, Issue 6 (30 Nov. 2019), pp.978-986, 9 p.
Publisher
Publication Date
2019-11-30
Country of Publication
Jordan
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
By providing unified access to multiple underlying search engines, metasearch engine is an intuitiveway to increase the coverage of the WWW.
Great progress has been made in this area, butthe previous studies ignore the perspectives of users.
This paper proposes a personalization mechanism for metasearch engine based on multi-agent system to improve precision ratio.
The proposed mechanism obtains user interests from click-through data, schedules the appropriate underlying search engines according to the expertness model, and merges results based on user interest distribution.
Moreover, it also has the ability to provide personalized result recommendation.
Compared with the baseline results, experimental results show that the proposed personalization mechanism performs better on precision.
The proposed metasearch engine is feasible for providing useful search results more effectively
American Psychological Association (APA)
Wang, Meijia& Li, Qingshan& Lin, Yishuai& Li, Yingjian& Zhou, Boyu. 2019. A personalized metasearch engine based on multiagent system. The International Arab Journal of Information Technology،Vol. 16, no. 6, pp.978-986.
https://search.emarefa.net/detail/BIM-915137
Modern Language Association (MLA)
Wang, Meijia…[et al.]. A personalized metasearch engine based on multiagent system. The International Arab Journal of Information Technology Vol. 16, no. 6 (Nov. 2019), pp.978-986.
https://search.emarefa.net/detail/BIM-915137
American Medical Association (AMA)
Wang, Meijia& Li, Qingshan& Lin, Yishuai& Li, Yingjian& Zhou, Boyu. A personalized metasearch engine based on multiagent system. The International Arab Journal of Information Technology. 2019. Vol. 16, no. 6, pp.978-986.
https://search.emarefa.net/detail/BIM-915137
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 986
Record ID
BIM-915137