• DocumentCode
    2789378
  • Title

    Framework of multi-agent information retrieval system based on ontology and its application

  • Author

    Wang, Jing-yan ; Zhu, Zhen

  • Author_Institution
    Foshan Univ., Foshan
  • Volume
    3
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    1615
  • Lastpage
    1620
  • Abstract
    In order to improve performance of existing information retrieval technology based on keyword matching, this paper introduces a framework of multi-agent information retrieval system based on ontology according to ontology theory and multi-agent theory. The design thought of system, functions of every agent, circulating mechanism and entire searching process are described in detail. This system model is applied in the urgency management of communal burst event after domain ontology is established under the collaboration of domain experts with ontology constructing engineers, can effectively makes information retrieval ascend to semantic level from syntax level, save userpsilas searching cost, and increase searching efficiency.
  • Keywords
    information retrieval; multi-agent systems; ontologies (artificial intelligence); circulating mechanism; domain ontology; keyword matching; multi-agent information retrieval system; multi-agent theory; ontology constructing engineers; ontology theory; searching process; Artificial intelligence; Automatic control; Collaboration; Control systems; Costs; Engineering management; Information retrieval; Machine learning; Ontologies; Visualization; Communal burst even; Information retrieval; Multi-agent; Ontology; System framework; Urgency management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620664
  • Filename
    4620664