DocumentCode
2167564
Title
Web mining based on multi-agents
Author
Zhan, Li ; Zhijing, Liu
Author_Institution
Dept. of Comput. Sci., Xidian Univ., Xi´´an, China
fYear
2003
fDate
27-30 Sept. 2003
Firstpage
90
Lastpage
95
Abstract
Web mining is an important sub-branch of data mining. The data mining technology normally adopts data integration method to generate data warehouse, on which to dig the relation rules, cluster characters and get the useful module prediction and knowledge evaluation. For Web data´s semi-structure and heterogeneous (mixed media) character, the Web mining technology is different to the pure mining based on database. In this paper we introduce a multi-agent cooperation module, which play as knowledge crawler, exaction machine, generalization machine and analysis machine. Through the communication between multi-agent system and agent naming server, these agents acquire useful knowledge.
Keywords
Internet; data mining; data warehouses; generalisation (artificial intelligence); mobile agents; multi-agent systems; Web mining; agent naming server; analysis machine; cluster characters; data integration method; data mining; data warehouse; exaction machine; generalization machine; knowledge crawler; knowledge evaluation; module prediction; multiagent cooperation module; multiagent system; relation rules; Character generation; Computer science; Crawlers; Data mining; Data warehouses; Databases; Information analysis; Mobile agents; Nonhomogeneous media; Web mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Multimedia Applications, 2003. ICCIMA 2003. Proceedings. Fifth International Conference on
Print_ISBN
0-7695-1957-1
Type
conf
DOI
10.1109/ICCIMA.2003.1238106
Filename
1238106
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