Formalization of Event Perception and Event Appraisal Process

Shikha Jain, Krishna Asawa
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引用次数: 2

Abstract

Integration of emotion in a virtual agent is a topic of research to depict human-like behavior in a simulated environment. For the last few decades, many researchers are working in the field of incorporating emotions in a virtual agent. In the emotion model, the behavior of an agent depends upon how the event is perceived by the agent with respect to the goal. Hence, perception of the event while considering the past experience, importance of event towards achieving goal, agent�s own capabilities and resources is an important process which directly influences the decision making and action selection. The proposed models, till date, are either too complex to adapt or are using a very few parameters to describe the event. So, in this paper, we propose an extension of perception process in an existing emotion model, EMIA and suggest the formalization of event perception and appraisal processes to make it adaptable. This has been carried out using five parameters for event description along-with fuzzy logic which makes the process more effective yet simple.
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事件知觉的形式化与事件评价过程
情感在虚拟代理中的整合是在模拟环境中描述类人行为的一个研究课题。在过去的几十年里,许多研究人员都在研究将情感融入虚拟代理的领域。在情感模型中,代理的行为取决于代理如何感知事件相对于目标。因此,在考虑过去经验、事件对实现目标的重要性、主体自身能力和资源的情况下对事件的感知是一个直接影响决策和行动选择的重要过程。到目前为止,提出的模型要么太复杂而难以适应,要么使用很少的参数来描述事件。因此,在本文中,我们提出了对现有情绪模型EMIA的感知过程的扩展,并建议将事件感知和评估过程形式化,使其具有适应性。这是使用事件描述的五个参数以及模糊逻辑进行的,这使得过程更有效但更简单。
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