DocumentCode
2918040
Title
A mathematical value system model for agent in online social network
Author
Huang, Donghong ; Chi, Chi-Hung
Author_Institution
Sch. of Software, Tsinghua Univ., Beijing, China
fYear
2011
fDate
5-8 Dec. 2011
Firstpage
364
Lastpage
369
Abstract
Agent-based modeling is a powerful method for studying user´s behaviors in online social networks. Agent uses its value system to estimate the value of its behavior. A good value system model for agent can make the agent more intelligence and hence facilitate the development of intelligence system. However, the issue of modeling agent´s value system is not properly studied yet. In this paper, we propose a mathematical value system model for estimating the value of agent´s behavior in online social network. We use three evaluation dimensions as the universal equivalents for behaviors, and propose a weight function mechanism to estimate each dimension´s weight. We show the potential usage of our model by applying it to the case of online word-of-mouth advertising.
Keywords
advertising; multi-agent systems; social networking (online); agent-based modeling; intelligence system; mathematical value system model; online social network; online word-of-mouth advertising; weight function mechanism; Artificial intelligence; Games; Humans; Mathematical model; Social network services; Unified modeling language; Vectors; agent behavior; agent-based modeling; social network; value system;
fLanguage
English
Publisher
ieee
Conference_Titel
Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
Conference_Location
Melacca
Print_ISBN
978-1-4577-2151-9
Type
conf
DOI
10.1109/HIS.2011.6122133
Filename
6122133
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