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情感分析不同算法的比较:心理压力记录

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

作者信息

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

机构信息

School of Nursing, Columbia University Medical Center, New York, NY, USA.

Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.

出版信息

Stud Health Technol Inform. 2017;245:1292.

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.

摘要

为了可视化并比较三种情感文本分析算法(AFINN、Bing、Syuzhet),这些算法应用于通过智能手机获取的1549份经过生态评估的自我报告压力记录,以便深入了解压力测量和管理。

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