Application of machine learning model to estimation of usage intention of ultra lightweight vehicle sharing

Abstract

Ultra lightweight vehicle (ULV) is a compact electric vehicle. It is expected to become widespread as a transport in a decarbonized society. In recent years, the sharing service of ULV is expected. In the study, the user characteristics of the sharing service of ULV is analyzed using the results of a Web questionnaire survey conducted to understand the intentions of citizens. The FURIA, which is a fuzzy classification model capable of automatically extracting rules and membership functions, is used in this study.