Work

Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes

Year: 2017

Type: book-chapter

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.

Source: Studies in health technology and informatics

DOI: 10.3233/978-1-61499-830-3-1292

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

Institutions: Columbia University Irving Medical Center, Yale University

Language: English

Topic: Sentiment Analysis and Opinion Mining

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, National Institutes of Health, National Heart, Lung, and Blood Institute

Awards: G1013549364, Ecological Link of Psychosocial Stress to Exercise: Personalized Pathways

OpenAlex ID: W2786555673

FWCI: 1.25

Cites:

Cited by: 13

Related to: 10