• DocumentCode
    3092907
  • Title

    Context-aware, ontology-based recommendations

  • Author

    Räck, Christian ; Arbanowski, Stefan ; Steglich, Stephan

  • Author_Institution
    Fraunhofer FOKUS, Berlin
  • fYear
    2006
  • fDate
    23-27 Jan. 2006
  • Lastpage
    104
  • Abstract
    In this paper we study the synergy between user behavior, context data, and semantic information in order to enable future services to adapt to different situations based on the recommendations of a service-independent recommender. Therefore, we propose a system that delivers context-aware recommendations, which are based on provided feedback, context data, and an ontology-based content categorization scheme. We provide a detailed overview of the specification, a short description of a possible service scenario and a discussion of the results
  • Keywords
    information filters; ontologies (artificial intelligence); relevance feedback; context data; context-aware recommendations; ontology-based content categorization; semantic information; user behavior; Algorithm design and analysis; Context modeling; Context-aware services; Ontologies; Prediction algorithms; Prediction methods; Recommender systems; Search engines; Web pages; World Wide Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications and the Internet Workshops, 2006. SAINT Workshops 2006. International Symposium on
  • Conference_Location
    Phoenix, AZ
  • Print_ISBN
    0-7695-2510-5
  • Type

    conf

  • DOI
    10.1109/SAINT-W.2006.13
  • Filename
    1581380