Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.

Journal: Journal of biomedical semantics
PMID: 28253919

Abstract

BACKGROUND: Analysing public opinions on HPV vaccines on social media using machine learning based approaches will help us understand the reasons behind the low vaccine coverage and come up with corresponding strategies to improve vaccine uptake.

Authors

  • Jingcheng Du
    University of Texas Health Science Center at Houston, Houston, Texas, USA.
  • Jun Xu
    Department of Nephrology, The Affiliated Baiyun Hospital of Guizhou Medical University, Guizhou, China.
  • Hsingyi Song
    The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.
  • Xiangyu Liu
    School of Pharmacy, Shenyang Medical College, Shenyang 110034, People's Republic of China.
  • Cui Tao
    The University of Texas Health Science Center at Houston, USA.

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