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Title:
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USER PROFILES FROM PUZZLE GAMES |
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Author(s):
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Juan Feldman, Ariel Monteserin, Analía Amandi |
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ISBN:
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978-972-8939-75-5 |
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Editors:
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Katherine Blashki |
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Year:
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2012 |
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Edition:
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Single |
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Keywords:
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User profiles, Myers-Briggs Type Indicator, Games. |
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Type:
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Short Paper |
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First Page:
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72 |
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Last Page:
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76 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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The Myers-Briggs Type Indicator (MBTI) is a well-known psychological theory of human personality. In this paper, we propose to build a user profile to automatically detect the Sensing/Intuition dichotomy of the MBTI model. Particularly, our approach detects the personality characteristic of a user by analyzing how he/she interacts with puzzle games. For doing so, we define and train a Bayesian Network, which models different aspects of the interaction with the game, to infer the users Sensing-Intuition dichotomy. Experimental results have demonstrated that it is possible to obtain a high precision in this detection by using this type of games. We conclude that games are a promising environment in which the users personality characteristics can be detected. |
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