• DocumentCode
    2640973
  • Title

    Video content recommendation for group based on viewing history and viewer preference

  • Author

    Seko, Shunichi ; Motegi, Manabu ; Yagi, Takashi ; Muto, Shinyo

  • Author_Institution
    NTT Cyber Solutions Lab., Japan
  • fYear
    2011
  • fDate
    9-12 Jan. 2011
  • Firstpage
    351
  • Lastpage
    352
  • Abstract
    This paper proposes an algorithm to estimate the useful content for known groups. The method makes it possible to recommend for the group such as friends, couple and family. As the first step, we focused on the preference between group members. Our algorithm estimates the preference using rating of individual for video genres and viewing history shared together. Then we judge that the content is useful for the group based on the preference. Evaluation tests show that our proposal algorithm is serendipitous.
  • Keywords
    content-based retrieval; recommender systems; video retrieval; recommendation systems; video content; video genres; viewer preference; viewing history; Classification algorithms; Equations; Focusing; History; Mathematical model; Proposals; TV;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2011 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4244-8711-0
  • Type

    conf

  • DOI
    10.1109/ICCE.2011.5722622
  • Filename
    5722622