Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2024.3461776
Abstract: Post COVID-19 and recent advancement in terms of language models, researchers have shown a lot of interest in analyzing social media posts for analyzing mental state of the users. Social media platforms are the epitome… read more here.
Keywords: contrastive networks; social media; depression; emotion aware ... See more keywords
A Novel Emotion-Aware Method Based on the Fusion of Textual Description of Speech, Body Movements, and Facial Expressions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3204940
Abstract: Emotion computing is a necessary part of advanced human–computer interaction. An appropriate description of a character’s facial expressions, body languages, and speaking styles in novels always enables readers to infer the character’s emotions. Moreover, multimodal… read more here.
Keywords: fusion; facial expressions; emotion aware; body movements ... See more keywords