DocumentCode :
3275338
Title :
The asymmetric diffusion of trust between communities: Simulations in dynamic social networks
Author :
Allodi, Luca ; Chiodi, Luca ; Cremonini, Marco
Author_Institution :
Univ. of Trento, Povo, Italy
fYear :
2011
fDate :
11-14 Dec. 2011
Firstpage :
3141
Lastpage :
3152
Abstract :
In this work, we present a model of social network showing non-trivial effects on the dynamics of trust and communication. Our model´s results meet the characteristics of a typical social network, such as the limited node degree, assortativeness, clustering and communities formation. Simulations have been run first to present some of the most fundamental relations among the main model´s attributes. Next, we focused on the emerging asymmetry with which trust develops within different communities in a network. In particular, we considered categories of nodes differing for their communication profiles and a specific example of bridge between two communities. The results are discussed to provide insights about the dynamic formation of communities based on trust relations. These results are the basis for future works with the aim of better understanding the dynamics of the diffusion of trust and its influence on a growing social network.
Keywords :
behavioural sciences computing; social networking (online); communication profiles; dynamic social networks; trust dynamics; trust relations; Analytical models; Communities; Correlation; History; Knowledge engineering; Peer to peer computing; Social network services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2011 Winter
Conference_Location :
Phoenix, AZ
ISSN :
0891-7736
Print_ISBN :
978-1-4577-2108-3
Electronic_ISBN :
0891-7736
Type :
conf
DOI :
10.1109/WSC.2011.6148013
Filename :
6148013
Link To Document :
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