Title :
A Dynamic Community Creation Mechanism in Opportunistic Mobile Social Networks
Author :
Zhang, Daqing ; Wang, Zhu ; Guo, Bin ; Zhou, Xingshe ; Raychoudhury, Vaskar
Author_Institution :
Dept. of RST, Inst. TELECOM SudParis, Evry, France
Abstract :
Web-based social networking services enable like-minded people to collaborate and socialize with each other. With rich sensing and communication capabilities, mobile phones provide new possibilities for enhancing face-to-face social interaction among people who are both socially and physically close to each other. Research challenges arise as how to exploit the characteristics of people´s mobility patterns and form a social community with a specific goal in the mobile environment. In this paper, we present SOCKER - a dynamic community creation mechanism based on social-aware broker selection strategies. SOCKER gradually forms a mobile social community by dynamically selecting a broker during each opportunistic encounter, and the selected broker disseminates community creation requests to the encountered users for match-making. Based on real human mobility traces, extensive evaluations are conducted showing that SOCKER achieves high community completion ratio as well as high user social satisfaction, while incurring a small overhead.
Keywords :
mobile computing; mobile radio; social networking (online); SOCKER; Web-based social networking services; dynamic community creation mechanism; face-to-face social interaction; high user social satisfaction; match-making; mobile environment; mobile phones; mobility patterns; opportunistic mobile social networks; social community; social-aware broker selection strategies; Communities; Heuristic algorithms; Measurement; Mobile communication; Mobile computing; Social network services; Vectors; community creation; mobile social community; opportunistic networks;
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.2011.189