eduzhai > Applied Sciences > Engineering >

Study on Sentiment & Opinion for Review Text Corpus

  • Save

... pages left unread,continue reading

Document pages: 9 pages

Abstract: Now a days, microscopic blogs became a very distinguished and famed communicating tool among different internet users. Millions of users share their opinions on different aspects everyday. Thus, microblogging websites play a significant role as a group of mixed resources of data for analysing opinion and sentiment. The main aim of Sentiment Analysis is to determine the sensibility of a speaker or a writer with respect to different topics for the overall contingent polarity of the document. Sentiment Analysis is also one of the major tasks in Natural Language Processing (NLP). The major challenges are focused on the edge of 4 V’s (Velocity, Variety, Volume & Veracity) where the data are purely unstructured. In this paper, a particular product reviews for different companies and categories are scanned for opinion mining purposes which may further be extended to different products also. Using the corpus, we build a classifier, used to determine positive, negative & neutral sentiments for a specified document. A conventional process for illustration of sentiment classification is proposed with a comprehensive procedure.

Please select stars to rate!

         

0 comments Sign in to leave a comment.

    Data loading, please wait...
×