Identification of Collaborative Skills with Serious Games

BERDUN, FRANCO D.; ARMENTANO, MARCELO G.; AMANDI, ANALIA A.

Buenos Aires

Encuentro; Doctoral Consortium de la IJCAI SCHOOL 2014; 2014

In this work, we propose an approach for detecting collaborative skills in a group of people working towards a common goal. Our approach seeks to predict the future performance of the group as a team by using games that map actions to an interaction analysis model which measures the behavior of individuals. The proposal aims at analyzing the activity log generated by the game in each session, evaluating the collaborative process and identifying problems caused by any inadequate expression of the collaborative skills of individual members of the group.