• DocumentCode
    1720881
  • Title

    Implementation and analysis of mood-based music recommendation system

  • Author

    Junghyun Kim ; Seungjae Lee ; WonYoung Yoo

  • Author_Institution
    Content Res. Div., ETRI, Daejeon, South Korea
  • fYear
    2013
  • Firstpage
    740
  • Lastpage
    743
  • Abstract
    This paper presents probability based music mood model and implementation of music recommendation system using the mood model. We implement three types of mood-based music recommendation players, for PC and mobile devices, and web. We make users´ satisfaction test through web-based music recommendation service for three months. This paper shows analysis result of users´ satisfaction and mood reappearance test after listening to music, two months apart.
  • Keywords
    Internet; mobile computing; music; recommender systems; PC; Web-based music recommendation service; mobile devices; mood reappearance test; mood-based music recommendation system; probability based music mood model; user satisfaction; Mood; arousal-valence; music mood; recommendation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Communication Technology (ICACT), 2013 15th International Conference on
  • Conference_Location
    PyeongChang
  • ISSN
    1738-9445
  • Print_ISBN
    978-1-4673-3148-7
  • Type

    conf

  • Filename
    6488291