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Title: :  A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS
PaperId: :  7820
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-7820
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Godge Isha SudhirAmrutvahini College of Engineering
Dang Poornima MaheshAmrutvahini College of Engineering
Arvikar Shruti SanjayAmrutvahini College of Engineering
Maske Rushikesh KantraoAmrutvahini College of Engineering

Abstract

Computer Engineering
Opinion Mining,Sentiment analysis ,Data mining
BOW stands by Bag-of-words is the most popular way to model text in statistical machine learning approaches in sentiment analysis. However, the performance of BOW sometimes remains limited due to some fundamental deficiencies in handling the polarity shift problem. We propose a model called dual sentiment analysis (DSA), to address this problem for sentiment classification. Data mining technique is the process of turning raw data into useful information. The main use of data mining is to fetch the required data and extract useful information from the data and to interpret the data. Traditional system, BOWs model is used along with DSA in order to classify the reviews as positive, negative and neutral. However, the performance of Bag of Words sometimes remains limited due to some fundamental deficiencies in handling the polarity shift problem. Proposed system uses a dictionary based classification for accurately classifying the reviews as negative, positive and neutral. To enhance the accuracy in the classification of neutral reviews, Support Vector Machine algorithm is implemented. Product owner and the user both can identify the quality of the product based on the sentiment graph that is generated based on the reviews for each of the product. A relative study of the sentiment graphs is performed in order to improve the efficiency of visual representation.

Citations

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IJARIIE Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. "A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 1848-1852
MLA Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. "A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 1848-1852.
APA Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, & Maske Rushikesh Kantrao. (2018). A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 1848-1852.
Chicago Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. "A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 1848-1852.
Oxford Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. 'A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 1848-1852. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_PRODUCT_REVIEW_SENTIMENT_ANALYSIS_ijariie7820.pdf (Accessed : 07 March 2020).
Harvard Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. (2018) 'A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 1848-1852IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_PRODUCT_REVIEW_SENTIMENT_ANALYSIS_ijariie7820.pdf (Accessed : 07 March 2020)
IEEE Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao, "A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 1848-1852, Mar-App 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_PRODUCT_REVIEW_SENTIMENT_ANALYSIS_ijariie7820.pdf [Accessed : 07 March 2020].
Turabian Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. "A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 (07 March 2020).
Vancouver Godge Isha Sudhir, Dang Poornima Mahesh, Arvikar Shruti Sanjay, and Maske Rushikesh Kantrao. A SURVEY ON PRODUCT REVIEW SENTIMENT ANALYSIS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 07 March 2020]; 4(2) : 1848-1852. Available from: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_PRODUCT_REVIEW_SENTIMENT_ANALYSIS_ijariie7820.pdf
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