Personality classification has garnered significant interest in psychology, computational
social science, and Machine Learning (ML) due to its wide-ranging applications. This paper …

This machine learning paper analyzes the MBTI personality dataset, comprising 16
personality types. It employs a structured approach, including Exploratory Data Analysis …

People have different ways of thinking, feeling, and hence acting, which resulted in different
personalities. Understanding one's personality and how it can be automatically identified …

This research proposes an inventive methodology for deducing individuals' personality
types by amalgamating information from diverse social media platforms with scores from the …

The analysis of personality behavior has become important in many applications such as
educational hypermedia systems, psychotherapy, and business recommendation systems …

Personality is an essential component of our every day life. It has an impact on how we live,
speak, respond, and express ourselves, as well as on our mental health. Personality …

The popularity of social media services has led to an increase of personality-relevant data in
online spaces. While the majority of people who use these services tend to express their …

Personality recognition plays a pivotal role when developing user-centric solutions such as
recommender systems or decision support systems across various domains, including …

Personality analysis can help individuals gain self-awareness, improve decision-making
skills, and enhance relationships, while also providing valuable insights in fields like …

Previous research has revealed differences in personality traits among different genders,
age groups, and even cultures. However, existing methods have focused on one-fits-all …