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Published in:
2015 | OriginalPaper | Chapter
On Utilizing Player Models to Predict Behavior in Crowdsourcing Tasks
Authors : Carlos Pereira Santos, Vassilis-Javed Khan, Panos Markopoulos
Published in: Social Informatics
Publisher: Springer International Publishing
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Player Modeling is a research field that studies player characteristics by analyzing in-game behavior. We aim to develop independent models, which are transferable and useful beyond a game’s context. We shall demonstrate the feasibility of this approach by applying player models to crowdsourcing to predict workers’ task completion effectiveness. Specifically, we model a user’s Need for Cognition based on in-game behavior, and based on that try to assign appropriate tasks to workers.