Personality prediction using AI
Abstract
The analysis of personality traits using Machine Learning (ML) and Artificial Intelligence (AI) constitutes an emerging interdisciplinary field that brings together principles from psychology, computer science, and physics. The Ocean Model conceptualizes personality traits as dynamic and interrelated patterns, comparable to ocean waves that continuously form and dissipate over time. By leveraging ML and AI techniques to analyze these evolving patterns and fluctuations, it becomes feasible to infer and predict individual personality characteristics with a high degree of accuracy. This abstract presents an overview of the Ocean Model framework, examines its applicability in personality assessment, and discusses the challenges and limitations inherent in this approach.
Fields of Study & Subjects
Personality Traits and Psychology
Emotion and Mood Recognition
AI and HR Technologies
Publication details
- Journal / source
- International Journal of Science and Research Archive
- Volume
- 18
- Issue
- 2
- Pages
- 108–115
- Publication date
- 6 February 2026