Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes.

Journal: Studies in health technology and informatics
Published Date: Jan 1, 2017

Abstract

To visualize and compare three text analysis algorithms of sentiment (AFINN, Bing, Syuzhet), applied to 1549 ecologically assessed self-report stress notes obtained by smartphone, in order to gain insights about stress measurement and management.

Authors

  • Sunmoo Yoon
    School of Nursing, Columbia University Medical Center, New York, NY, USA.
  • Faith Parsons
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
  • Kevin Sundquist
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
  • Jacob Julian
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
  • Joseph E Schwartz
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
  • Matthew M Burg
    Departments of Internal Medicine and Anesthesiology, Yale University School of Medicine, New Haven, CT, USA.
  • Karina W Davidson
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
  • Keith M Diaz
    Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.

Keywords

External Resources

Popular Topics
Recent Journals