BERT-OntoSent: combining BERT language model with sentiment ontology for enhanced sentiment analysis on social media

BERT-OntoSent: combining BERT language model with sentiment ontology for enhanced sentiment analysis on social media

Sentiment analysis on social media is vital but challenged by language complexity and context dependency. Existing methods often fall short. This paper presents BERT-OntoSent, a hybrid approach synergizing BERT's contextual power with ontology-based structured knowledge. We provide a detailed m...

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Bibliographic Details
Main Authors: Abdelweheb Gueddes, Mohamed Ali Mahjoub
Format: Article
Language:English
Published: Taylor & Francis Group 2025-07-01
Series:Journal of Information and Telecommunication
Subjects:
Sentiment analysis
BERT
ontology
hybrid approach
social media
Online Access:https://www.tandfonline.com/doi/10.1080/24751839.2025.2528363
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https://www.tandfonline.com/doi/10.1080/24751839.2025.2528363

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