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Emotion modeling has been an energetic area of evaluation for almost 20 years now. In spite of the rising and quite a few body of work in emotion modeling, designing and creating emotion fashions stays an paintings, with few necessities and systematic ideas on the market to info the design course of, and to validate the following fashions. This state-of-the-paintings amount consists of extended variations of eight papers launched at two workshops: Necessities in Emotion Modeling, SEM 2011, held in Leiden, The Netherlands, in August 2011, which focused on the challenges, progress and open questions referring to emotion modeling necessities, and Emotional and Empathic Brokers, EEA 2012, held in conjunction with AAMAS 2012, in Valencia, Spain, in June 2012, which focused on strategies for reducing the complexity of affective fashions and model re-use. The papers have been organized into two sections: generic fashions and frameworks, and evaluations of specific fashions. They symbolize a sampling of the current efforts in the direction of the occasion of additional systematic methods for emotion modeling, in the direction of the occasion of necessities in emotion model design and validation, and in the direction of additional pragmatic approaches to model enchancment, along with model factor sharing and re-use. The themes range from efforts to stipulate minimal functionalities for agent emotion fashions and provide tools for systematic comparisons of numerous approaches by means of approaches to integrating a quantity of processing ranges inside an agent construction to papers exploring the simplest means of producing empathy and supportive conduct in digital brokers and makes an try and address the requirements for actual wanting modeling of affective expressions all through a quantity of varieties of social interaction (specific individual, group and cultural).
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