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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
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Published Paper Details:
Paper Title
E-COMMERCE PRODUCT REVIEW SYSTEM USING SENTIMENTAL ANALYSIS
Authors
S.Devi, S.Bharath Kumar, S.Keerthivel, S.Ranjith
Keywords
Abstract
Sentiment analysis is such a groundwork space that understands and extracts the opinion from the given review and also the analysis method includes Natural Language Processing (NLP), linguistics, text analytics and classifying the polarity of the opinion. With in the field of sentiment analysis there are several algorithms exist to tackle natural language processing issues. On scrutiny with numerous algorithms like GA(Genetic Algorithm) and PCA(Principal component Analysis), it's that combining SVM(Support Vector Machine) with PSO(Particle swarm optimization) offers an improved accuracy for optimization for product reviews characteristic pretend product or not. In this paper we have used NLP for text preprocessing, Naive Bayes classifier for rating classification, and SVM algorithm to detect fake reviews and spam by providing a better accuracy.
IJCRT's Publication Details
Unique Identification Number - IJCRT2003217
Paper ID - 192593
Page Number(s) - 1540-1543
Pubished in - Volume 8 | Issue 3 | March 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
S.Devi, S.Bharath Kumar, S.Keerthivel, S.Ranjith, "E-COMMERCE PRODUCT REVIEW SYSTEM USING SENTIMENTAL ANALYSIS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 3, pp.1540-1543, March 2020, Available at :http://www.ijcrt.org/papers/IJCRT2003217.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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