Machine Learning Driven Mental Stress Detection on Reddit Posts Using Natural Language Processing

Machine Learning Driven Mental Stress Detection on Reddit Posts Using Natural Language Processing

Abstract People’s mental conditions are often reflected in their social media activity due to the internet's anonymity. Psychiatric issues are often detected through such activities and can be addressed in their early stages, potentially preventing the consequences of unattended mental disorder...

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Bibliographic Details
Main Authors: Shaunak Inamdar, Rishikesh Chapekar, Shilpa Gite, Biswajeet Pradhan
Format: Article
Language:English
Published: Springer Nature 2023-03-01
Series:Human-Centric Intelligent Systems
Subjects:
Stress analysis
ELMo embeddings
Machine learning
Natural language processing
BERT
TF-IDF
Online Access:https://doi.org/10.1007/s44230-023-00020-8

Internet

https://doi.org/10.1007/s44230-023-00020-8

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