• DocumentCode
    2775147
  • Title

    A Hybrid Approach of Personalized Web Information Retrieval

  • Author

    Mittal, Namita ; Nayak, Richi ; Govil, MC ; Jain, KC

  • Author_Institution
    MNIT, Jaipur, India
  • Volume
    1
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 3 2010
  • Firstpage
    308
  • Lastpage
    313
  • Abstract
    This paper proposes a hybrid approach of personalized Web Information Retrieval that utilizes (1) ontology for retrieval of user´s context (2) user profile that is temporarily updated according to users´ browsing behavior and (3) collaborative filtering for considering recommendation of similar users. Empirical analysis reveals that Precision, Recall and F-Score of most of the queries for many users are improved with using the proposed method.
  • Keywords
    information retrieval; collaborative filtering; hybrid approach; personalized web information retrieval; user browsing behavior; user context retrieval; Collaborative filtering; Information Retrieval; Ontology; Personalization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-8482-9
  • Electronic_ISBN
    978-0-7695-4191-4
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2010.270
  • Filename
    5616572
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2775147