Cognitive graph transformer: integrating emotional semantics and lexical concepts for computational personality assessment

Abstract The widespread use of social media has facilitated the recognition of personality from user-generated online content. While numerous applications exist across diverse domains, such as recommender systems, most current studies focus on superficial, statistical, and explicit user content, the...

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Autores principales:	Shahryar Salmani Bajestani, Seyyed Ali Zendehbad, Mohammad Mahdi Khalilzadeh, Marjan Vatanpour, Elias Mazrooei Rad
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2026-05-01
Colección:	Scientific Reports
Materias:	Attention mechanism Cognitive modeling Graph neural network Natural language processing Personality trait detection Social networks
Acceso en línea:	https://doi.org/10.1038/s41598-026-42640-7
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