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
Link To Document :
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