TraitBertGCN: Personality Trait Prediction Using BertGCN with Data Fusion Technique

TraitBertGCN: Personality Trait Prediction Using BertGCN with Data Fusion Technique

Abstract Personality prediction via different techniques is an established and trending topic in psychology. The advancement of machine learning algorithms in multiple fields also attracted the attention of Automatic Personality Prediction (APP). This research proposes a novel TraitBertGCN method wi...

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Bibliographic Details
Main Authors: Muhammad Waqas, Fengli Zhang, Asif Ali Laghari, Ahmad Almadhor, Filip Petrinec, Asif Iqbal, Mian Muhammad Yasir Khalil
Format: Article
Language:English
Published: Springer 2025-03-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Automatic personality prediction
Bidirectional encoder representations from transformers
Graph convolutional network
TraitBertGCN
Data fusion
Online Access:https://doi.org/10.1007/s44196-025-00792-w
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https://doi.org/10.1007/s44196-025-00792-w

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