DocumentCode
1502920
Title
A New Model for Growing Social Networks
Author
Buscarino, Arturo ; Frasca, Mattia ; Fortuna, Luigi ; Fiore, Angelo Sarra
Author_Institution
Univ. of Catania, Catania, Italy
Volume
6
Issue
3
fYear
2012
Firstpage
531
Lastpage
538
Abstract
In this paper, a new model of real social networks is introduced. The main characteristic of the model is an attachment mechanism based on the existence of network communities, a key feature of real social networks. Using numerical simulations, we show how this model shares with these networks several peculiarities (such as high levels of clustering, low values of the characteristic path length and node betweenness, division into communities and heterogeneous degree distribution), not captured in other network models.
Keywords
numerical analysis; social networking (online); attachment mechanism; characteristic path length; heterogeneous degree distribution; node betweenness; numerical simulations; real social networks; Communities; Complex networks; Facebook; Social network services; Communities; complex networks; social networks;
fLanguage
English
Journal_Title
Systems Journal, IEEE
Publisher
ieee
ISSN
1932-8184
Type
jour
DOI
10.1109/JSYST.2012.2192054
Filename
6189730
Link To Document