• DocumentCode
    3239989
  • Title

    Study on ontology-based personalized user modeling techniques in intelligent information retrievals

  • Author

    Huai, Yang

  • Author_Institution
    Dept. of Libr., Chengdu Univ. of Inf. Technol., Chengdu, China
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    204
  • Lastpage
    207
  • Abstract
    The increasingly innumerable network information makes the way for traditional people to find information become inefficient and tedious, while the personalized information service system let the information come to people, which is an efficient competition tool in the information explosion era. However, the current user´s interest in mining or personalized information recommendation technology is still of one insufficiency or another, so the personalized information recommendation technology needs to be studied more in depth. Ontology as a domain model provides people´s common understanding of the concept of domain and of the conceptual hierarchy, meanwhile its applications effectively reduces its dependence on natural language understanding technology. This paper proposes an ontology-based personalized information recommendation method; while maintaining the advantages of the currently existing personalized recommendation technology, it increases the semantic information, improving the accuracy of information recommendations, to make the personalized recommendation technology more perfect.
  • Keywords
    data mining; information retrieval; information services; ontologies (artificial intelligence); personal information systems; recommender systems; user modelling; information mining; intelligent information retrieval; network information; ontology-based personalized user modeling technique; personalized information recommendation technology; personalized information service system; semantic information; Irrigation; Semantics; intelligent information retrieval; ontology; personalization; user modeling techniques;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6014706
  • Filename
    6014706