Emotion Analysis on Reddit Sample Clauses

Emotion Analysis on Reddit. ‌ With the emotion classifier developed, we may conduct further emotion analysis on a larger Reddit corpus to perform text summarization and emotion-cause pair ex- traction. For example, we may construct storylines according to different topics of the college aspect to provide insights in higher education. Then we would be able to know structure such as what and how people would normally start with or end with when posting concerns about college. This type of information may help in devel- oping chatbots in higher education. We may also use emotion classifier as a tool of automatically generating reasoning structures and content structures by associating concrete sentences with emotions. That is, we may use these emotional structures to summarize text by pairing sentences with their corresponding emotions, which is innovative when compared with existing methods of summarizing text based on topics. We may also extend the emotion classifier to other areas of contents on Reddit using similar approaches, such as healthcare. In this way, a more comprehensive emotion classifer would be developed with 9 emotions, which is a larger number of emotion categories than many existing emotion classifiers.
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