The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2012
Session ID : 1A2-S10
Conference information
1A2-S10 Estimation Method of Human Behavior Based on Context of Action and State(Cooperation between Human and Machine(2))
Genya IshidaTomohito TakuboAtsushi Ueno
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CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract
Estimation method for human operation is implemented based on context data of action and state in this paper. The human operation model is generated using Hidden Markov Model (HMM). Since MHH can deal with longitudinal data, the change of human operation and the situation around the human are modeled so that the current state predicts next human operation. The human operation model is implemented to a TV game so that the professional player model helps the beginner player.
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© 2012 The Japan Society of Mechanical Engineers
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