• 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