MindMe: an AI-Powered personality assessment tool

Personality assessment plays a crucial role in various domains, such as clinical diagnosis, organizational settings, and academic achievement. While most existing assessment models rely on questionnaires or scales, this manuscript proposes an AI-based assessment application that utilizes physiological signals as input. The underlying model is developed in our previous research work and was built upon the big five personality model, encompassing extraversion, agreeableness, conscientiousness, emotional stability, and openness to experience. The manuscript presents the development of a user-friendly GUI application that simplifies the usage of this assessment model. The application supports real-time personality assessment by automatically connecting to physiological sensors and providing real-time signal visualization. It also generates comprehensive reports for offline analysis. The manuscript further discusses the related works on personality trait models and assessment methods, as well as the system analysis, design, and implementation. The proposed tool shows promise in simplifying the assessment process and enabling real-time personality assessment.