DocumentCode :
1822402
Title :
Simulating human mobility and information diffusion
Author :
Collard, M. ; Collard, Philippe ; Stattner, Erick
Author_Institution :
LAMIA Lab., Univ. of the French West Indies & Guiana, Pointe-a-Pitre, France
fYear :
2013
fDate :
25-28 Aug. 2013
Firstpage :
197
Lastpage :
201
Abstract :
Human spatial motions determine geographic social contacts that influence the way an information is spread on a population or a community. As mobility is a transverse dimension to social practices it is important to better understand its role. With the Eternal-Return model we propose, we simulate an artificial world populated by heterogeneous agents who differ in their mobility. We have chosen a multi-agent framework perspective for this simulation. We endow the agents with simple rules on how to move around the space and how to establish proximity-contacts. This allows to distinguish different kinds of mobile agents, from sedentary ones to travelers. To summarize the dynamics induced by mobility over time, we define the mobility-based Social Proximity Network as being the network of all distinct contacts between agents. Its properties give insight in the process of information spreading. We conduct simulations to understand how an information can be broadcast when agent-nodes are in motion.
Keywords :
multi-agent systems; network theory (graphs); social networking (online); artificial world; eternal-return model; geographic social contacts; heterogeneous agents; human mobility; human spatial motions; information diffusion; information spreading process; mobile agents; mobility-based social proximity network; multi-agent framework perspective; proximity-contacts; social practices; Conferences; Diseases; Erbium; Mobile agents; Social network services; Space exploration; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2013 IEEE/ACM International Conference on
Conference_Location :
Niagara Falls, ON
Type :
conf
Filename :
6785708
Link To Document :
بازگشت