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A. Vinciarelli
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The tutorial is an introduction to the main aspects of Artificial Social Intelligence (Social AI), the AI domain aimed at making machines socially intelligent, i.e., capable to make sense of the social landscape in the same way as people do. The focus will be on the most specific aspects of the field with respect to the rest of AI, including interdisciplinary connection with Human Sciences (Psychology, Anthropology, Sociology, etc.), methodological aspects of data collection, approaches for human behavior sensing, evaluation metrics, experimental design and Deep Learning methodologies for analysis and synthesis of human behavior. The tutorial will make use of data that will be shared with the participants and will provide the immediate opportunity to perform experiments in some of the main areas of Social AI, from the detection of mental health issues to generation of artificial emotions with virtual agents.
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