• DocumentCode
    2666290
  • Title

    A Directed Recommendation Algorithm for User Requests Based on Social Networks

  • Author

    Gao, Ya ; Zhang, Chunhong ; Wang, Yi ; Sun, Li

  • Author_Institution
    Mobile Life & New Media Lab., BUPT, Beijing, China
  • fYear
    2011
  • fDate
    24-26 Oct. 2011
  • Firstpage
    457
  • Lastpage
    462
  • Abstract
    In order to discover and target users\´ needs accurately and timely in the social network, a solution is proposed to take advantage of social relationship and context information to provide recommendation results for user needs. This paper presents a directed recommendation algorithm for user requests based on social networks, which combines users\´ profile, social relationship and context information to provide the targeted recommendation for the user\´s requests. With the help of the recommendation algorithm, the users can quickly and accurately locate the information they need. At last the algorithm was evaluated by the real social users data which was collected from a self-built social platform "YOU".
  • Keywords
    recommender systems; social networking (online); context information; directed recommendation algorithm; social networks; social relationship; Algorithm design and analysis; Context; Databases; Google; Heuristic algorithms; Keyword search; Social network services; Recommendation Algorithm; Social Network; Social Search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Embedded and Ubiquitous Computing (EUC), 2011 IFIP 9th International Conference on
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4577-1822-9
  • Type

    conf

  • DOI
    10.1109/EUC.2011.3
  • Filename
    6104568