EEGS:一个透明的情绪模型
EEGS: A Transparent Model of Emotions
摘要:
本文介绍了我们的情感模型,EEGS的计算细节,并提供了一个概述的三阶段验证方法用于评估我们的模型,这也可以适用于其他计算模型的情绪。现有的情感建模文献中的一个主要差距是缺乏实现模型的计算/技术细节,这不仅使早期研究人员难以理解该领域,而且还阻止了专家研究人员开发模型的基准测试。我们在以前的工作中,通过介绍评估变量计算的技术细节,部分解决了这些问题。在本文中,我们提出了数学公式的基础上的理论前提评价理论的情绪强度的计算。此外,我们将讨论如何使我们的情感模型达到一个调节的情感状态的社会接受的自主智能体。我们希望本文将允许更好的知识透明度,准确的基准和情感建模领域的进一步发展。
英文摘要:
This paper presents the computational details of our emotion model, EEGS, and also provides an overview of a three-stage validation methodology used for the evaluation of our model, which can also be applicable for other computational models of emotion. A major gap in existing emotion modelling literature has been the lack of computational/technical details of the implemented models, which not only makes it difficult for early-stage researchers to understand the area but also prevents benchmarking of the developed models for expert researchers. We partly addressed these issues by presenting technical details for the computation of appraisal variables in our previous work. In this paper, we present mathematical formulas for the calculation of emotion intensities based on the theoretical premises of appraisal theory. Moreover, we will discuss how we enable our emotion model to reach to a regulated emotional state for social acceptability of autonomous agents. We hope this paper will allow a better transparency of knowledge, accurate benchmarking and further evolution of the field of emotion modelling.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。