Title :
Contagion of Habitual Behaviour in Social Networks: An Agent-Based Model
Author :
Klein, Michel C. A. ; Mogles, Nataliya ; Treur, Jan ; van Wissen, A.
Author_Institution :
Agent Syst. Res. Group, VU Univ. Amsterdam, Amsterdam, Netherlands
Abstract :
This paper introduces a computational model for contagion and change of habitual behaviour in a social network. It considers both the level of individual mechanisms of habit formation, involving a person´s attitudes, goals, intentions and relevant environmental cues, and the level of social mechanisms for the impact of others in a social network. Simulation experiments with the model for small-world networks show that the model exhibits realistic behaviour. The model can be used as an aid for physicians and policymakers addressing lifestyle formation and spread in a population under considered policies.
Keywords :
behavioural sciences; multi-agent systems; social networking (online); agent-based model; computational model; environmental cues; habit formation; habitual behaviour change; habitual behaviour contagion; individual mechanisms; lifestyle formation; person attitudes; physicians formation; small-world networks; social mechanisms; social networks; Adaptation models; Biological system modeling; Computational modeling; Context; Cost accounting; Position measurement; Social network services; Social Contagion; Social behavior modeling;
Conference_Titel :
Privacy, Security, Risk and Trust (PASSAT), 2012 International Conference on and 2012 International Confernece on Social Computing (SocialCom)
Conference_Location :
Amsterdam
Print_ISBN :
978-1-4673-5638-1
DOI :
10.1109/SocialCom-PASSAT.2012.88