Title :
The ML-Model for Multi-layer Social Networks
Author :
Magnani, Matteo ; Rossi, Luca
Author_Institution :
Dept. of Comput. Sci., Univ. of Bologna, Bologna, Italy
Abstract :
In this paper we introduce a new model to represent an interconnected network of networks. This model is fundamental to reason about the real organization of on-line social networks, where users belong to and interact on different networks at the same time. In addition we extend traditional SNA measures to deal with this multiplicity of networks and we apply the model to a real dataset extracted from two microblogging sites.
Keywords :
social networking (online); ML-model; dataset; microblogging sites; multilayer social networks; Context; Cultural differences; Facebook; Media; Twitter; Viruses (medical); Multi-layer networks; Social Network Analysis; Social Network Sites; centrality;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2011 International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-758-0
Electronic_ISBN :
978-0-7695-4375-8
DOI :
10.1109/ASONAM.2011.114
