情感智能与心理生理计算

随着人工智能第三次发展浪潮的到来, 人工智能进入了新阶段, 情感智能的研究对于人工智能的发展有着重大意义。情感智能在智能机器人、智能虚拟助手等领域具有广泛的应用前景, 通过心理生理计算来量化感知人的心理状态, 可赋予机器更好地识别、理解人类情感的能力, 并与用户产生更好的感性化交互。本文阐述了情感智能和心理生理计算的概念, 分析了目前情感智能发展的机遇与关键问题, 介绍了心理生理计算在生理信号获取、生物信息反馈干预和基于脑电、语音、眼动、表情、姿态的情感识别等方面的典型应用。情感智能与心理生理计算在情感识别上有较高的识别率, 能够利用多种模态进行情感识别, 在医疗、教育、娱乐、生产等多个领域都有广泛的发展与应用前景。

Emotional Intelligence and Computational Psychophysiology

With the arrival of the third wave of development of Artificial Intelligence, Artificial Intelligence has entered a new stage, and the research of Emotional Intelligence is of great significance to the development of Artificial Intelligence. Emotional Intelligence has a wide range of application prospects in Intelligent Robots, Intelligent Virtual Assistants and other fields. Emotional Intelligence quantifies people's psychological state through Computational Psychophysiology, and Emotional Intelligence can enable machines to better recognize and understand human emotions, and produce better emotional interaction with users. The concepts of Emotional Intelligence and Computational Psychophysiology are expounded, the opportunities and key problems in the development of Emotional Intelligence analyzed, and the typical applications of Computational Psychophysiology in physiological signal acquisition, biological information feedback intervention and emotion recognition introduced based on EEG, speech, eye movement, expression and posture. Emotional Intelligence and Computational Psychophysiology have a high recognition rate in emotion recognition, which can use a variety of modals for emotion recognition, and have a wide range of development and application prospects in many fields such as medical treatment, education, entertainment, production and so on.