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IJSTR >> Volume 3- Issue 5, May 2014 Edition



International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616



Sentiment Classification In Hindi

[Full Text]

 

AUTHOR(S)

Sneha Mulatkar

 

KEYWORDS

Index Terms: Corpus, Gloss, Synset, WordNet, Disambiguation, Lexical analysis, Part-of-speech

 

ABSTRACT

Abstract: Sentiment Analysis is a Natural Language Processing and Information Extraction task that aims to obtain writer’s feelings expressed in positive or negative comments, questions and requests, by analyzing a large numbers of documents. Generally speaking, sentiment analysis aims to determine the attitude of a speaker or a writer with respect to some topic or the overall tonality of a document. In recent years, the exponential increase in the Internet usage and exchange of public opinion is the driving force behind Sentiment Analysis today.

 

REFERENCES

[1] “HarnessingWordNet Senses for Supervised Sentiment Classification”,Balamurali A,Aditya Joshi,Pushpak Bhattacharyya IITB-Monash Research Academy, IIT Bombay Dept. of Computer Science and Engineering, IIT Bombay.

[2] “A systematic Approach towards the Solution of the Polysemy Problem in Natural Language Processing” ,Abed Alhakim Freihat April 2011.

[3] “Sentiment Classification of Reviews Using SentiWordNet”, Ohana, B., Tierney, B.: Sentiment classification of reviews using SentiWordNet. 9th. IT&T Conference, Dublin Institute of Technology, Dublin, Ireland.

[4] “Movie Review Mining: a Comparison between Supervised and Unsupervised Classification Approaches”,Pimwadee Chaovalit Department of Information Systems University of Maryland, Baltimore County Lina Zhou Department of Information Systems University of Maryland, Baltimore County.

[5] “Sentiment Classification in Movie Reviews”,An Approach Using Subjectivity Filtering Daniel Pomerantz, McGill University.

[6] “Sentiment Analysis, Indian Institute of Technology”,Subhabrata Mukherjee, Bombay Department of Computer Science and Engineering, June 29, 2012.

[7] “Approach to Sentiment Analysis: Analytical Categories and Issues of Automation”, Repindex.

[8] Peter D. Turney, "Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews," presented at the Association for Computational Linguistics 40th Anniversary Meeting, New Brunswick, N.J., 2002.

[9] Hindi Word Sense Disambiguation,Manish Sinha Mahesh Reddy Department of computer Science and Engineering Indian Institute of Technology Bombay,Mumbai.

[10] Hindi Stemmer Anubha Jain and Sujoy Das ,Research scholar, Department of Computer Applications, MANIT, Bhopal ,Associate Professor, Department of Computer Applications, MANIT, Bhopa