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Computer Science - General Issues | Intelligent Tutoring Systems - 12th International Conference, ITS 2014, Honolulu, HI, USA, June

Intelligent Tutoring Systems

12th International Conference, ITS 2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings

Trausan-Matu, S., Boyer, K., Crosby, M., Panourgia, K. (Eds.)

2014, XXX, 702 p. 155 illus.

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This book constitutes the refereed proceedings of the 12th International Conference on Intelligent Tutoring Systems, ITS 2014, held in Honolulu, HI, USA, in June 2014. The 31 revised full papers, 45 short papers, and 27 posters presented were carefully viewed and selected from 177 submissions. The specific theme of the ITS 2014 conference is "Creating fertile soil for learning interactions". Besides that, the highly interdisciplinary ITS conferences bring together researchers in computer science, learning sciences, cognitive and educational psychology, sociology, cognitive science, artificial intelligence, machine learning, and linguistics. The papers are organized in topical sections on affect; multimodality and metacognition; collaborative learning; data mining and student behavior; dialogue and discourse; generating hints, scaffolds and questions; game-based learning and simulation; graphical representations and learning; student strategies and problem solving; scaling ITS and assessment.

Content Level » Research

Keywords » bayesian networks - clustering - collaborative learning - computational thinking - data mining - machine learning algorithms - natural language processing - recommender system - reinforcement learning - semi-supervised learning - symbolic and algebraic manipulation - visualizations

Related subjects » Artificial Intelligence - General Issues - HCI - Information Systems and Applications

Table of contents 

Affect.- Multimodality and metacognition.- Collaborative learning.- Data mining and student behavior.- Dialogue and discourse.- Generating hints, scaffolds and questions.- Game-based learning and simulation.- Graphical representations and learning.- Student strategies and problem solving.- Scaling ITS and assessment.

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