Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods

Author:

O’Carroll Bantum Erin,Elhadad Noémie,Owen Jason E.,Zhang Shaodian,Golant Mitch,Buzaglo Joanne,Stephen Joanne,Giese-Davis Janine

Funder

National Cancer Institute

Publisher

Springer Science and Business Media LLC

Reference31 articles.

1. Alm CO, Roth D, Sproat R. (2005). Emotions from text: machine learning for text-based emotion prediction. Proceedings of the Conference on Human Language Technology and Empirical Methods for Natural Language Processing. Pages 579–86.

2. Bantum, E. O., & Owen, J. E. (2009). Evaluating the validity of computerized content analysis programs for identification of emotional expression in cancer narratives. Psychological Assessment, 21, 79–88.

3. Brody S. & Elhadad N. (2010a). Detecting salient aspects in online reviews of health providers. AMIA Annual Symposium, pp. 202–206.

4. Brody, Samuel, and Noemie Elhadad. An unsupervised aspect-sentiment model for online reviews. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pp. 804–812. Association for Computational Linguistics, 2010b.

5. Coviello, L., Sohn, Y., Kramer, A. D., Marlow, C., Franceschetti, M., Christakis, N. A., & Fowler, J. H. (2014). Detecting emotional contagion in massive social networks. PloS One, 9(3), e90315.

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