This paper is in the following e-collection/theme issue:

Peer-to-Peer Support and Online Communities (797) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111) Natural Language Processing (917) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Infodemiology and Infoveillance (1558) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Users' and Patients' Needs for Mental Health Services (502) Methods and New Tools in Mental Health Research (558)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49074, first published .
Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts

Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts

Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts

Authors of this article:

Seoyun Kim1 Author Orcid Image ;   Junyeop Cha1 Author Orcid Image ;   Dongjae Kim1 Author Orcid Image ;   Eunil Park1, 2 Author Orcid Image
Article Authors Cited by (13) Tweetations (3) Metrics

Journals

  1. ALASALI T, ORTAKCI Y. Clustering Techniques in Data Mining: A Survey of Methods, Challenges, and Applications. Computer Science 2024 View
  2. Zhu J, Jin R, Kenne D, Phan N, Ku W. User Dynamics and Thematic Exploration in r/Depression During the COVID-19 Pandemic: Insights From Overlapping r/SuicideWatch Users. Journal of Medical Internet Research 2024;26:e53968 View
  3. Diwanji V, Nguyen N, Coelho M, Burkett M, Chaif R, Okocha M. Pride, not prejudice: a cross-cultural big data analysis of consumer reactions to rainbow-washing in advertising. International Journal of Advertising 2025:1 View
  4. Akar E. Connecting for well-being: a role-based network analysis of online mental health communities. Behaviour & Information Technology 2025;44(18):4566 View
  5. Bologna F, Thalken R, Pepin K, Wilkens M. Endometriosis Communities on Reddit: Quantitative Analysis. Journal of Medical Internet Research 2025;27:e57987 View
  6. Rasool A, Aslam S, Hussain N, Imtiaz S, Riaz W. nBERT: Harnessing NLP for Emotion Recognition in Psychotherapy to Transform Mental Health Care. Information 2025;16(4):301 View
  7. Hossain M, Sanjara , Hossain M, Chaki S, Rahman M, Ali A. Revolutionizing Mental Health Sentiment Analysis With BERT-Fuse: A Hybrid Deep Learning Model. IEEE Access 2025;13:85428 View
  8. Rakhi Nagpal , Saravjeet Singh , Aditi Moudgil . Exploring Diverse Features: A Thorough Survey for Anxiety Disorders. EAI Endorsed Transactions on Pervasive Health and Technology 2025;11 View
  9. Alkalbani A, Alrawahi A, Salah A, Haghighi V, Zhang Y, Alkindi S, Sheng Q. A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions. Information 2025;16(6):489 View
  10. Collins A, Lekkas D, Heinz M, Annor J, Ruan F, Jacobson N. ChatGPT as therapy: A qualitative and network-based thematic profiling of shared experiences, attitudes, and beliefs on Reddit. Journal of Psychiatric Research 2025;191:277 View
  11. Lendvai G. Reddit in scholarly reception: a bibliometric assessment of the front page of the internet. Quality & Quantity 2025 View

Conference Proceedings

  1. Singh M, Kulkarni P, Sawant O, Mohite S, Pashte R. 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom). Unveiling the Layers of Mental Health: A Comprehensive Analysis View
  2. Hasan K, Saquer J, Ghosh M. 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC). Advancing Mental Disorder Detection: A Comparative Evaluation of Transformer and LSTM Architectures on Social Media View