• DocumentCode
    589114
  • Title

    Interactive Grouping of Friends in OSN: Towards Online Context Management

  • Author

    Bo Gao ; Berendt, Bettina ; Clarke, Daniel ; de Wolf, Ronald ; Peetz, T. ; Pierson, J. ; Sayaf, Rula

  • Author_Institution
    Dept. of Comput. Sci., Katholieke Univ. Leuven, Leuven, Belgium
  • fYear
    2012
  • fDate
    10-10 Dec. 2012
  • Firstpage
    555
  • Lastpage
    562
  • Abstract
    In Online Social Networks (OSNs), it can be difficult to maintain the context of a conversation or action, i.e. to know what the situation is and how to act appropriately. The resulting uncertainties may lead to privacy issues. We focus on one issue Context Collision in this paper, and motivate that a first step to address this issue is to help users distinguish groups of contacts within their OSN accounts. We conducted a small user study to investigate the criteria of users grouping the people they know. We summarized our participants´ strategy of labeling the groups and found that they perform the grouping mainly by their connections with others. We used these results in the design of FreeBu, a semi-automatic and interactive grouping tool, which is based on mining friend graph data for community detection and profile information for labeling.
  • Keywords
    Internet; social networking (online); OSN; community detection; context collision; interactive grouping; interactive grouping tool; online social networks; profile information; towards online context management; Communities; Context; Educational institutions; Facebook; Labeling; Privacy; context; online social networks; privacy; transparency tool; visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshops (ICDMW), 2012 IEEE 12th International Conference on
  • Conference_Location
    Brussels
  • Print_ISBN
    978-1-4673-5164-5
  • Type

    conf

  • DOI
    10.1109/ICDMW.2012.88
  • Filename
    6406401