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Published since 1998
ISSN 1562-5419
16+
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Evaluation of interlocutors emotional state through sentiment analysis of messages for the anthropomorphic social agent

Антон Анатольевич Алексеев, Влада Владимировна Кугуракова, Денис Сергеевич Иванов
149-165
Abstract: In this paper, we study the process of evaluating the psychological portrait of a human for the purposes of enhancing the human-machine communication in the frame of the anthropomorphic social agent. We understand “psychological portrait” as the current emotional state of the interlocutor, which is evident by their way of talking and their choice of words. By correctly identifying human’s emotional state, the machine can issue an appropriate response. Our study further describes how the emotional state can be examined and how a proper response should be formed.
Keywords: human-machine communication, anthropomorphic social agent, emotional state, psychological portrait.

Anthropomorphic artificial social agent with simulated emotions and its implementation

Влада Владимировна Кугуракова, Максим Олегович Таланов, Надир Ринатович Манахов, Денис Сергеевич Иванов
254-268
Abstract: In this paper we describe an emotional human-machine interface as an anthropomorphic social agent which is able to comprehend emotions and react to emotional stimuli. We propose a neurobiologically inspired agent implementation that is based on mechanics of chemical and physiological processes within human brain. Implementation of model features simulation of neuromodulators such as dopamine, serotonin, and noradrenaline. Demonstration of emotions is achieved via combining aforementioned neuromodulators in different proportions. The Lȍvheim cube of emotions is used for this purpose. We also cover the topic of "uncanny valley" phenomenon. In conclusion of this paper we reached understanding of connection between mimics and motivation of individual. We have constructed realistic computation model which allows us to visualize agent's mimics in sync with his speech.
Keywords: intelligent agents, visualization, emotional artificial intelligence, neuromodulators, visual speech synthesis, expressive and controllable speech synthesis.
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Russian Digital Libraries Journal

ISSN 1562-5419

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