Owner: Bingwei Liu
Email: bliu@binghamton.edu
This is a hadoop implementation of Naive Bayes classifier for movie reviews for the paper "Scalable sentiment classification for Big Data analysis using Naive Bayes Classifier" appear on 2013 IEEE International Conference on Big Data (Big Data 2013). Please cite the following paper if you are using this code in your research.
@INPROCEEDINGS{6691740, author={Bingwei Liu and Blasch, E. and Yu Chen and Dan Shen and Genshe Chen}, booktitle={Big Data, 2013 IEEE International Conference on}, title={Scalable sentiment classification for Big Data analysis using Na #x00EF;ve Bayes Classifier}, year={2013}, month={Oct}, pages={99-104}, keywords={Bayes methods;Big Data;data analysis;data mining;learning (artificial intelligence);pattern classification;text analysis;Big Data analysis;Mahout;NBC;dataset size;decision making;machine learning;movie reviews;naive Bayes classifier;opinion extraction;scalable sentiment classification;sentiment extraction;Accuracy;Data handling;Data storage systems;Information management;Mathematical model;Motion pictures;Training;Big data;Cloud computing;Polarity mining;sentiment classification}, doi={10.1109/BigData.2013.6691740},}