2024
DOI: 10.1109/access.2024.3390126
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TranSentGAT: A Sentiment-Based Lexical Psycholinguistic Graph Attention Network for Personality Prediction

Shahryar Salmani Bajestani,
Mohammad Mahdi Khalilzadeh,
Mahdi Azarnoosh
et al.

Abstract: Extended use of social media, lead to personality detection from online content shared by users.While it has numerous applications in different areas such as recommendation systems, most of existing studies focus on superficial, statistical, and explicit user contents, ignoring the knowledge hidden in semantic features. In this study, we proposed a method to explore psycholinguistic knowledge hidden in deep levels of users data for the task of personality prediction. We proposed a method utilizing fine-tuned d… Show more

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