ISSN 2394-5125
 

Research Article 


A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu.

Abstract
Today people are depending on reviews or opinions of previous customers in doing online shopping, viewing
movies and in social media. Also they are enthusiastic to give their opinions(views, feedbacks or ratings) on web. Some
reviews are truthful and genuine. But some customers do not give genuine opinions. Some reviewers generate negative
reviews to hike their products value and services for their profit in business. This way of creating fake reviews is known as
review spam. The survey work in this paper give an awareness on the techniques used for analyzing sentiments and fake
review detection. To perform fake review detection it is important for a researcher to know about Sentiment classification
techniques, feature selection methods and machine learning techniques. In this paper,review of methods for preprocessing
data ,feature selection methods, various machine learning techniques used in various papers are surveyed and presented .

Key words: Sentiment Analysis, Opinion mining, Review Spam, Machine Learning.


 
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How to Cite this Article
Pubmed Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . JCR. 2020; 7(5): 2761-2764. doi:10.31838/jcr.07.05.450


Web Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . http://www.jcreview.com/?mno=5698 [Access: August 18, 2021]. doi:10.31838/jcr.07.05.450


AMA (American Medical Association) Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . JCR. 2020; 7(5): 2761-2764. doi:10.31838/jcr.07.05.450



Vancouver/ICMJE Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . JCR. (2020), [cited August 18, 2021]; 7(5): 2761-2764. doi:10.31838/jcr.07.05.450



Harvard Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu (2020) A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . JCR, 7 (5), 2761-2764. doi:10.31838/jcr.07.05.450



Turabian Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. 2020. A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . Journal of Critical Reviews, 7 (5), 2761-2764. doi:10.31838/jcr.07.05.450



Chicago Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. "A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS ." Journal of Critical Reviews 7 (2020), 2761-2764. doi:10.31838/jcr.07.05.450



MLA (The Modern Language Association) Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu. "A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS ." Journal of Critical Reviews 7.5 (2020), 2761-2764. Print. doi:10.31838/jcr.07.05.450



APA (American Psychological Association) Style

P.N.V.S.Pavan Kumar, N.Kasiviswanath, A. Suresh Babu (2020) A SURVEY ON VARIOUS METHODS AND APPROACHES FOR ANALYZING SENTIMENTS . Journal of Critical Reviews, 7 (5), 2761-2764. doi:10.31838/jcr.07.05.450