Article | Proceedings of EmoVis 2016, ACM IUI 2016 Workshop on Emotion and Visualization, Sonoma, CA, USA, March 10, 2016 | Interactive Visual Analysis of Human Emotions from Text
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Title:
Interactive Visual Analysis of Human Emotions from Text
Author:
Michelle X. Zhou: Juji, Inc., Saratoga, CA, USA
DOI:
10.3384/ecp10301
Download:
Full text (pdf)
Year:
2016
Conference:
Proceedings of EmoVis 2016, ACM IUI 2016 Workshop on Emotion and Visualization, Sonoma, CA, USA, March 10, 2016
Issue:
103
Article no.:
001
Pages:
3-3
No. of pages:
1
Publication type:
Abstract and Fulltext
Published:
2016-03-01
ISBN:
978-91-7685-817-2
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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People’s write-ups, such as online reviews and personal micro-blogs, often reflect their emotions, ranging from just- in-the-moment sentiment to long-lasting mood. In this talk, I will first give an overview on modeling human emotions encapsulated in people’s write-ups. I will then sample two visual analytic systems that use very different methods to automatically extract and visualize human emotions from text for two very different purposes. The first is an interactive visual analytic system that automatically summarizes human sentiment captured in online reviews and leverages the power of a crowd to rectify the imperfections in machine sentiment analysis. The second is a timeline-based visual analytic tool that extracts and visualizes a person’s moods over time based on the person’s tweets. Finally, I will discuss the challenges of inferring human emotional DNA from text in general and potential research directions.

Proceedings of EmoVis 2016, ACM IUI 2016 Workshop on Emotion and Visualization, Sonoma, CA, USA, March 10, 2016

Author:
Michelle X. Zhou
Title:
Interactive Visual Analysis of Human Emotions from Text
DOI:
http://dx.doi.org/10.3384/ecp10301
References:
No references available

Proceedings of EmoVis 2016, ACM IUI 2016 Workshop on Emotion and Visualization, Sonoma, CA, USA, March 10, 2016

Author:
Michelle X. Zhou
Title:
Interactive Visual Analysis of Human Emotions from Text
DOI:
http://dx.doi.org/10.3384/ecp10301
Note: the following are taken directly from CrossRef
Citations:
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Last updated: 2017-02-21