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Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes

Yoon, Sunmoo; Parsons, Faith E.; Sundquist, Kevin J.; Julian, Jacob E.; Schwartz, Joseph E.; Burg, Matthew M.; Davidson, Karina W.; Diaz, Keith M.

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.

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Title
Medinfo 2017: Precision healthcare through informatics: Proceedings of the 16th World Congress on Medical and Health Informatics
Publisher
IOS Press
DOI
https://doi.org/10.3233/978-1-61499-830-3-1292

More About This Work

Academic Units
Center for Behavioral Cardiovascular Health
Published Here
June 14, 2018