Group Behavior Recognition using Dynamic Bayesian Networks
Konstantinos D. Gaitanis
Broschiertes Buch

Group Behavior Recognition using Dynamic Bayesian Networks

Understanding intentions, goals and actions that take place inside teams

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In this PhD thesis we analyze the concepts involvedin the decision making of groups of agents and applythese concepts in creating a framework for performinggroup behavior recognition. We present an overview ofthe intention theory, as studied by some greattheorists such as Searle, Bratmann and Cohen, andshow the link with more recent researches. We studythe advantages and drawbacks of some techniques inthe domain and create a new model for representingand detecting group behaviors, the aim being tocreate a unified approach of the problem. Most ofthis thesis is consecrated in the detailedpresent...