情感检测技术综述

Jose Maria Garcia-Garcia, V. Penichet, M. Lozano
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引用次数: 83

摘要

情感检测已经成为任何与情感计算相关的项目中需要考虑的最重要的方面之一。由于这门新学科几乎无穷无尽的应用,情绪检测技术的发展已经成为企业部门一个相当有利可图的机会。过去几年出现了许多初创企业,几乎专门致力于某种特定类型的情绪检测技术。在本文中,我们提出了一个全面的审查目前的技术,以检测人类的情绪。为此,我们探索了可以解读情感的不同来源,以及现有的识别情感的技术。我们还探讨了一些应用了该技术的应用领域。这项调查让我们确定了当前情感检测技术的优点和缺点。我们在总结调查时强调了需要进一步研究和发展的方面。
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Emotion detection: a technology review
Emotion detection has become one of the most important aspects to consider in any project related to Affective Computing. Due to the almost endless applications of this new discipline, the development of emotion detection technologies has brought up as a quite profitable opportunity in the corporate sector. Many start-up enterprises have emerged in the last years, dedicated almost exclusively to a specific type of emotion detection technology. In this paper, we present a thorough review of current technologies to detect human emotions. To this end, we explore the different sources from which emotions can be read, along with existing technologies developed to recognize them. We also explore some application domains in which this technology has been applied. This survey has let us identify the strengths and shortcomings of current technology for emotion detection. We conclude the survey highlighting the aspects that requires further research and development.
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