Title :
Web mining based on multi-agents
Author :
Zhan, Li ; Zhijing, Liu
Author_Institution :
Dept. of Comput. Sci., Xidian Univ., Xi´´an, China
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;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 2003. ICCIMA 2003. Proceedings. Fifth International Conference on
Print_ISBN :
0-7695-1957-1
DOI :
10.1109/ICCIMA.2003.1238106