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tmozgach / ent_ob

Entrepreneur’s online behavior
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Emotion classification #2

Open neowangkkk opened 6 years ago

neowangkkk commented 6 years ago

The two papers of emotion detection are very complicated. And it may not be a practical instruction to do the job. Dr. Yang told me he used dictionary-based method to decode the emotion in text. The dictionary he used is: http://www.saifmohammad.com/WebPages/NRC-Emotion-Lexicon.htm

It would be a bonus if you can explore the emotion classification. I suggest if you can firstly look into ways to do only classifying "positive" and "negative emotion". Any questions, let me know.

neowangkkk commented 6 years ago

Becerra - 2012 - Modeling collective emotions in online social systems.pdf

neowangkkk commented 6 years ago

Mäntylä, Graziotin, Kuutila - 2018 - The Evolution of Sentiment Analysis - A Review of Research Topics , Venues , and Top Cited Papers.pdf

neowangkkk commented 6 years ago

aaai18-roar.pdf

This is a latest emotion detection paper in AAAI 2018 conference (Feb 4-10 upcoming). Just for filing and reference. You don't need to dive into it but can have a quick scan to the abstract if have time.

neowangkkk commented 6 years ago

A very good one from Cornel (I think).

techniques for emotion classcification.pptx

tmozgach commented 6 years ago

positive/negative/neutral: https://medium.com/@sharonwoo/sentiment-analysis-with-nltk-422e0f794b8 https://www.kaggle.com/ngyptr/python-nltk-sentiment-analysis https://www.learndatasci.com/tutorials/sentiment-analysis-reddit-headlines-pythons-nltk/ https://stackoverflow.com/questions/32879532/stanford-nlp-for-python/40496870#40496870