Research Resources

Articles / Research Documents

• Training Binary Text Classifiers with NLTK-Trainer
  • http://streamhacker.com/2010/10/25/training-binary-text-classifiers-nltk-trainer/
• Text Classification and Sentiment Analysis with Naive Bayes Classifier
  • http://streamhacker.com/2010/05/10/text-classification-sentiment-analysis-naive-bayes-classifier/
• Building a NLTK FreqDist on Redis
  • http://streamhacker.com/2009/05/20/building-a-nltk-freqdist-on-redis/
• Twitter Sentiment Analysis
  • http://blog.prashant2228.com/2010/12/twitter-sentiment-analysis.html
• Twitter Sentiment Classification using Distand Supervision
  • http://www.stanford.edu/~alecmgo/papers/TwitterDistantSupervision09.pdf
• Expert Analysis: Is Sentiment Analysis an 80% solution?
  • http://www.informationweek.com/news/software/bi/showArticle.jhtml?articleID=224200667
• Opinion Mining and Sentiment Analysis (book)
  • http://www.cs.cornell.edu/home/llee/omsa/omsa-published.pdf
• Python Text Processing with NLTK 2.0 (book)
  • http://www.amazon.com/Python-Text-Processing-NLTK-Cookbook/dp/1849513600
• Using the Python NLTK Bayesian Classifier for word sense disambiguation - 92% accuracy
  • http://jimplush.com/blog/article/172

FOSS Projects

• https://github.com/japerk/nltk-trainer
• https://github.com/marcua/tweeql/tree/master/tweeql/extras/sentiment
• http://code.google.com/p/twitter-sentiment/
• https://github.com/mohitranka/TwitterSentiment
• https://github.com/feedbackmine/sentimenthub
• https://github.com/cyhex/smm

Proprietary Projects

• http://tweetfeel.com
• http://twitrratr.com
• http://text-processing.com/demo/sentiment
• http://socialmention.com
• http://radian6.com
• http://sysomos.com
• http://tweetzi.com
• http://twendz.com
• http://nssa.nextstagevolution.com/
• http://twittrading.com/
• http://twittersentimentengine.com/
• http://dtminredis.housing.salle.url.edu:8080/EmoLib/