Intention, emotion and action are important psychological factors in human
activities, which play an important role in the interaction between
individuals. How to model the interaction process between individuals by
analyzing the relationship of their intentions, emotions, and actions at the
cognitive level is challenging. In this paper, we propose a novel cognitive
framework of individual interaction. The core of the framework is that
individuals achieve interaction through external action driven by their inner
intention. Based on this idea, the interactions between individuals can be
constructed by establishing relationships between the intention, emotion and
action. Furthermore, we conduct analysis on the interaction between individuals
and give a reasonable explanation for the predicting results. To verify the
effectiveness of the framework, we reconstruct a dataset and propose three
tasks as well as the corresponding baseline models, including action abduction,
emotion prediction and action generation. The novel framework shows an
interesting perspective on mimicking the mental state of human beings in
cognitive science.

本文提出了一个新的认知框架，探讨了人际互动的关系，以意图、情感和行动来分析并建立起互动中的关系，通过行动确定互动过程从而预测结果，并在此基础上构建了行为绑架、情感预测和行动生成三种任务以及相应的基线模型来验证认知框架的有效性。