Title :
Facencounter: Bridging the Gap between Offline and Online Social Networks
Author :
Gaito, Sabrina ; Rossi, Gian Paolo ; Zignani, Matteo
Author_Institution :
Dept. of Comput. Sci., Univ. degli Studi di Milano, Milan, Italy
Abstract :
Human beings are involved in a broad range of social relationships spanning from real life experiences to online media and social networks. This is leading people to act in a multilayered complex network whose relationships among different layers have still to be analyzed and understood in depth. In this paper, we focus on this problem by comparing and overlapping the online sociality (Facebook network) and the offline sociality (encounter network) of a group of students. First we describe the experiment we performed to trace the encounters, occurring with people both inside and outside the group of experimenters, and to gather information about their online friendships. On the basis of the obtained dataset, we obtain the relevant complex networks, whose separated analysis lead us to observe significant structural differences. Moreover, we study the correlations and overlap between the two interrelated networks, showing how users´ centralities change in the two networks. Finally, the information transfer across layers of the unified complex network enables us to obtain results about the effects on paths and centrality.
Keywords :
social networking (online); Facebook network; Facencounter; encounter network; information transfer across layers; interrelated networks; multilayered complex network; offline social networks; offline sociality; online friendships; online media; online social networks; online sociality; social relationships; unified complex network; user centralities; Communities; Complex networks; Correlation; Facebook; Humans; Measurement; centrality; contact; multidimensional network; multiplex; online social network;
Conference_Titel :
Signal Image Technology and Internet Based Systems (SITIS), 2012 Eighth International Conference on
Conference_Location :
Naples
Print_ISBN :
978-1-4673-5152-2
DOI :
10.1109/SITIS.2012.116