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
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;
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
DOI :
10.1109/PASSAT/SocialCom.2011.195