• DocumentCode
    2775829
  • Title

    Social Distance Drives the Convergence of Preferences in an Online Music Sharing Network

  • Author

    Tran, Lily ; Cebrian, Manuel ; Krumme, Coco ; Pentland, Alex

  • Author_Institution
    Media Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2011
  • fDate
    9-11 Oct. 2011
  • Firstpage
    637
  • Lastpage
    640
  • Abstract
    Music sharing websites with social network capabilities now allow us a greater insight into how people sift through cultural product choices through their relationships with others. Here, we look at the social network and listening activity on Herzio.com (http://www.herzio.com). We filter through the data and measure sharing activity based on different network features (social distance, friendship, and community structure) and one of the website´s features, music recommendations. We find that social distance drives sharing, with greater sharing occurring at the beginning of a period of activity.
  • Keywords
    Internet; information filtering; music; recommender systems; social networking (online); Herzio.com; community structure; cultural product choices; data filtering; friendship; music recommendations; music sharing Websites; online music sharing network; preference convergence; sharing activity measurement; social distance; social network capabilities; Communities; Convergence; Cultural differences; Detection algorithms; Global communication; Social network services; Web sites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4577-1931-8
  • Type

    conf

  • DOI
    10.1109/PASSAT/SocialCom.2011.195
  • Filename
    6113186