MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences

MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences

The rise of social media as a platform for self-expression and self-understanding has led to increased interest in using the Myers–Briggs Type Indicator (MBTI) to explore human personalities. Despite this, there needs to be more research on how other word-embedding techniques, machine learning algor...

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Bibliographic Details
Main Authors: Gregorius Ryan, Pricillia Katarina, Derwin Suhartono
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Information
Subjects:
personality
Myers–Briggs Type Indicator (MBTI)
natural language processing
machine learning
Word2Vec
SMOTE
Online Access:https://www.mdpi.com/2078-2489/14/4/217

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