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

Theme Issue 2022: Health Natural Language Processing and Applications (CHIP) (27) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1821) Infodemiology and Infoveillance (1483) Information Quality in Digital Media (382) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1098) Information Seeking, Information Needs (535)

Published on in Vol 10, No 8 (2022): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/37862, first published .
Search Term Identification Methods for Computational Health Communication: Word Embedding and Network Approach for Health Content on YouTube

Search Term Identification Methods for Computational Health Communication: Word Embedding and Network Approach for Health Content on YouTube

Search Term Identification Methods for Computational Health Communication: Word Embedding and Network Approach for Health Content on YouTube

Authors of this article:

Chau Tong1 Author Orcid Image ;   Drew Margolin1 Author Orcid Image ;   Rumi Chunara2, 3 Author Orcid Image ;   Jeff Niederdeppe1, 4 Author Orcid Image ;   Teairah Taylor1 Author Orcid Image ;   Natalie Dunbar5 Author Orcid Image ;   Andy J King6, 7 Author Orcid Image
Article Authors Cited by (6) Tweetations (6) Metrics

Journals

  1. Hasan M, Islam M, Islam M, Chen D, Sanin C, Xu G. Applications of Artificial Intelligence for Health Informatics: A Systematic Review. Journal of Artificial Intelligence for Medical Sciences 2023;4(2):19 View
  2. Montero-Liberona C, Abuín-Penas J, Vilches-González H. Y AHORA QUE TERMINÓ LA EMERGENCIA SANITARIA MUNDIAL SOBRE MPOX 2022-2023: ¿CÓMO SON LOS MENSAJES COMUNICACIONALES EN SALUD SOBRE ESTA ENFERMEDAD CON MÁS VISUALIZACIONES EN YOUTUBE?. Vivat Academia 2024:1 View
  3. Liu J, Niederdeppe J, Tong C, Margolin D, Chunara R, Smith T, King A. Associations between news coverage, social media discussions, and search trends about celebrity deaths, screening, and other colorectal cancer-related events. Preventive Medicine 2024;185:108022 View
  4. Tong C, Margolin D, Niederdeppe J, Chunara R, Liu J, Jih-Vieira L, King A. Colorectal Cancer Racial Equity Post Volume, Content, and Exposure: Observational Study Using Twitter Data. Journal of Medical Internet Research 2025;27:e63864 View
  5. Garzón-Velandia D, Pennebaker J. A Linguistic Strategy to Measure Negative Affective Polarization Through Text Content. Journal of Language and Social Psychology 2025 View

Conference Proceedings

  1. Tong C. Proceedings of the 17th ACM Web Science Conference 2025. Unite or divide? Biased search queries and Google Search results in polarized politics View