Support System for Comparison of Two Things using ChatGPT

Abstract

In recent years, the demand for data analysis has increased, and with it, the environment for analysis is required. The basis of data analysis is comparison, and many studies have focused on the comparison of multiple text data in text analysis. In this case, a method is used in which characteristic words in the text are extracted and used for comparison. However, with this method, the perspective of the extracted words may not match, and it is difficult to use features with different perspectives for comparison. Therefore, the purpose of this study is to construct a system that outputs differences and common points simultaneously with viewpoints using ChatGPT's API, and to enable comparisons with matched viewpoints. As an experiment to evaluate the system, several prepared pairs were input into the system, and the validity of the results was evaluated from multiple perspectives based on questionnaires to the subjects.