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10

AAAI
2015

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Estimating Temporal Dynamics of Human Emotions

8 years 24 days ago

Estimating Temporal Dynamics of Human Emotions

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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

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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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