Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes

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.

Detalles Bibliográficos
Autores principales: Yoon, Sunmoo, Parsons, Faith, Sundquist, Kevin, Julian, Jacob, Schwartz, Joseph E., Burg, Matthew M., Davidson, Karina W., Diaz, Keith M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5832438/
https://www.ncbi.nlm.nih.gov/pubmed/29295377
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author Yoon, Sunmoo
Parsons, Faith
Sundquist, Kevin
Julian, Jacob
Schwartz, Joseph E.
Burg, Matthew M.
Davidson, Karina W.
Diaz, Keith M
author_facet Yoon, Sunmoo
Parsons, Faith
Sundquist, Kevin
Julian, Jacob
Schwartz, Joseph E.
Burg, Matthew M.
Davidson, Karina W.
Diaz, Keith M
author_sort Yoon, Sunmoo
collection PubMed
description 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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spelling pubmed-58324382018-03-01 Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes Yoon, Sunmoo Parsons, Faith Sundquist, Kevin Julian, Jacob Schwartz, Joseph E. Burg, Matthew M. Davidson, Karina W. Diaz, Keith M Stud Health Technol Inform Article 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. 2017 /pmc/articles/PMC5832438/ /pubmed/29295377 Text en This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial (http://creativecommons.org/licenses/by-nc-sa/4.0/) License 4.0 (CC BY-NC 4.0).
spellingShingle Article
Yoon, Sunmoo
Parsons, Faith
Sundquist, Kevin
Julian, Jacob
Schwartz, Joseph E.
Burg, Matthew M.
Davidson, Karina W.
Diaz, Keith M
Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title_full Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title_fullStr Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title_full_unstemmed Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title_short Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes
title_sort comparison of different algorithms for sentiment analysis: psychological stress notes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5832438/
https://www.ncbi.nlm.nih.gov/pubmed/29295377
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