Prototyping Dialogue Agent for Increasing Self-Efficacy on Discussion Participation by Automatic Scoring of Opinions Using GPT-3

Abstract

Especially in Japan, most people tend to avoid participating in discussions and consensus building in society and organizations, which causes inappropriate consensus building. In this study, we focus on the element of self-efficacy to guide behavioral modification to solve this problem. We aim to improve efficacy by using a chatbot that automatically evaluates the user's opinion and provides feedback. As a result of preliminary discussion experiment, although the effectiveness of the proposed method on efficacy is not statistically proved, the result suggests that efficacy correlates with participation in discussions.