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Developing a standardized protocol for computational sentiment analysis research using health-related social media data.

Lu HeTingjue YinZhaoxian HuYunan ChenDavid A HanauerKai Zheng
Published in: Journal of the American Medical Informatics Association : JAMIA (2021)
A substantial degree of methodological and reporting inconsistencies exist in the extant literature that applied sentiment analysis to analyzing health-related social media data. The PATH protocol developed through this research may contribute to mitigating such issues in future relevant studies.
Keyphrases
  • social media
  • health information
  • randomized controlled trial
  • electronic health record
  • systematic review
  • big data
  • machine learning