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This research aims to create a text-based personality prediction system by utilizing machine learning and natural language processing methods. This methodology allows automatic (MBTI) personality types of prediction from the textual data extracted from social media profiles contrary to traditional methods where questionnaire is used. The goal is to classify a person’s psychological personality type from text based social signals captured from their social media profiles.

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Analyzing Social Media Text for Myer-Briggs Personality Type Prediction

  • 会议论文

  • 发表日期：

    2025年

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  • S. Bhargava,
  • Ramyadevi,
  • Anitha Julian,
  • Mayur Rele,
  • Gerardine Immaculate Mary,
  • M. Udaya Krishnan

摘要

This research aims to create a text-based personality prediction system by utilizing machine learning and natural language processing methods. This methodology allows automatic (MBTI) personality types of prediction from the textual data extracted from social media profiles contrary to traditional methods where questionnaire is used. The goal is to classify a person’s psychological personality type from text based social signals captured from their social media profiles.