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Models of Social Capital for Predicting Success in MMOs

Ahmad, Muhammad Aurangzeb and Srivastava, Jaideep Models of Social Capital for Predicting Success in MMOs. In: Proceedings of the ACM WebSci'11, June 14-17, Koblenz, Germany.

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Abstract

Social Capital refers to the tangible or intangible benefits that a person can acquire by the virtue of their position within a social network. Because of difficulties in operationalizing metrics of success and measuring social capital, the use of social capital for predictive modeling has been limited. In this paper we address this deficiency by proposing extensions to the standard metrics for measuring social capital and applying it to a domain where the success of agents in social networks can be measured more concretely. The results show that social capital based approaches give better results as compared to more traditional approaches which use previous performance or player similarity measures for performance

Item Type:Conference or Workshop Item (Paper)
Web Science Comments:Web Sci Conference 2011
Subjects:WS9 Sociology > WS93 Social Networks
WS6 Economics
ID Code:544
Deposited By: Lisa Sugiura
Deposited On:16 Jun 2011 15:36
Last Modified:25 Oct 2011 17:12

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