• DocumentCode
    2961804
  • Title

    An approach to integration of contextual information in case-based recommender systems

  • Author

    Supic, Haris

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Sarajevo, Sarajevo, Bosnia-Herzegovina
  • fYear
    2012
  • fDate
    25-27 Oct. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper we describe a case based approach to product recommendation process in which contextual information are integrated. The integration of contextual information into recommender systems adds an additional information value to the recommender data model. In order to evaluate the effects of the integration of contextual information, the case representation with integrated contextual information is compared with the case representation without contextual information. We compare these two approaches to case representation in terms of the two metrics widely used in information retrieval (recall and precision).
  • Keywords
    case-based reasoning; information retrieval; recommender systems; case representation; case-based recommender systems; contextual information integration; information retrieval; Cognition; Context; Context modeling; Data models; Motion pictures; Recommender systems; case representation; case-based recommendation; integration of contextual information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications (BIHTEL), 2012 IX International Symposium on
  • Conference_Location
    Sarajevo
  • Print_ISBN
    978-1-4673-4875-1
  • Electronic_ISBN
    978-1-4673-4874-4
  • Type

    conf

  • DOI
    10.1109/BIHTEL.2012.6412089
  • Filename
    6412089