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2015

Estimating Temporal Dynamics of Human Emotions

2 years 11 months ago
Estimating Temporal Dynamics of Human Emotions
Sentiment analysis predicts a one-dimensional quantity describing the positive or negative emotion of an author. Mood analysis extends the one-dimensional sentiment response to a multi-dimensional quantity, describing a diverse set of human emotions. In this paper, we extend sentiment and mood analysis temporally and model emotions as a function of time based on temporal streams of blog posts authored by a specific author. The model is useful for constructing predictive models and discovering scientific models of human emotions.
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun P
Added 27 Mar 2016
Updated 27 Mar 2016
Type Journal
Year 2015
Where AAAI
Authors Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
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