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Automatic Domain-Specific Sentiment Lexicon Generation with Label Propagation

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SentimentLexicon

Introduction

This project generate a sentiment lexicon which contains positive and negative dimension by few seed words for specified domain.

Run Step

You only import project to eclipse and run Main.java.

Environment

OS : Windows (contains bat file)
IDE : Exlipse Maven Porject
Language : Java

Data

Sample data are crawler from twitter. If you want to get more dataset or trained sentiment lexicon, you can go to our lab website link.

Library

  1. WordNet
  2. TweetNLP
  3. Stanford NLP

Reference

Y.-J. Tai and H.-Y. Kao, "Automatic Domain-Specific Sentiment Lexicon Generation with Label Propagation, "Proc. of the 15th International Conference on Information Integration and Web-based Applications & Services (iiWAS-2013), pp. 53-62, December 2-4, 2013. pdf

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Automatic Domain-Specific Sentiment Lexicon Generation with Label Propagation

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