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Mining Sentiment Words from Microblogs for Predicting Writer-Reader Emotion Transition
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Mining Sentiment Words from Microblogs for Predicting Writer-Reader Emotion Transition
The conversations between posters and repliers in microblogs form a valuable writer-reader emotion corpus. This paper adopts a log relative frequency ratio to investigate the linguistic features which affect emotion transitions, and applies the results to predict writers' and readers' emotions. A 4-class emotion transition predictor, a 2-class writer emotion predictor, and a 2-class reader emotion predictor are proposed and compared.
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