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Sentiment Analysis using Deep Learning Technique CNN with KMeans

Publisher : International Journal of Pure and Applied Mathematics

Campus : Coimbatore

School : School of Engineering

Department : Computer Science

Year : 2017

Abstract : Sentiment analysis has already started playing a vital role in most of social media. Whether it is social networking sites or video or audio based systems, people are interested in knowing the sentiments which will help them to identify whether the word is positive, negative or neutral. Sentiment analysis in turn helps to detect the emotions. In the proposed work sentiment analysis is used to find the review for a particular movie by using a novel combination of deep learning technique CNN and unsupervised learning method K means upon movie reviews, which gives a better estimation of the sentiments than the existing methods which are currently available. This minimal improvement in the accuracy is expected to get improved when applied to a larger corpus of big data where it will show its significance.

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