Personality Analysis of Entrepreneurial Text for Entrepreneurship Education

Abstract

In this paper, we analyzed entrepreneurship-related text using the automatic personality trait estimation model to investigate the difference between entrepreneurship-related and other texts. We collected texts from fourteen participants of entre-preneurship-related classes and texts from different domains (impressions of other courses and tweets from Twitter). Next, we developed a personality estimation model using BERT and a feedforward network using Kaggle’s MBTI corpus. As a result of the analysis, we found significant personality differences between the entrepreneur-related and other texts in the judgment-perception dimension.