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Title: :  Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review
PaperId: :  19155
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 1 2023
DUI:    16.0415/IJARIIE-19155
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Kavya PDayananda Sagar Academy of Technology and Management
Ananya M HegdeDayananda Sagar Academy of Technology and Management
Akanksha GiliyalDayananda Sagar Academy of Technology and Management
Geethika SDayananda Sagar Academy of Technology and Management
Dr. Pooja Nayak S Dayananda Sagar Academy of Technology and Management

Abstract

Computer Science Engineering
sentiment-analysis, consumer, classification, machine learning, KNN, Naive Bayes, SVM.
Customers are valued by a business not just for their financial impact, but also for how satisfied they are with the service they receive and it is subjective. Positive word-of-mouth is disseminated by satisfied consumers, and negative word-of-mouth by disappointed ones. Due to subjectivity, it is vital to examine a variety of perspectives rather than just one that conveys one person’s subjective viewpoint. In addition to the abundance of sources, the volume of data makes it impossible to manually sort through them to find the underlying trends, issues, or reasons of (dis)satisfaction. Sentiment analysis is a potent tool that enables users to both extract the necessary data and aggregate the overall sentiments of the reviews. For completing this goal, a number of strategies have gained attention in recent years. This paper examines the various Sentiment Analysis strategies of machine learning such as K-NN classifier, Naive Bayes classifier, Support Vector Machine (SVM), and Neural Networks.

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IJARIIE Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . "Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 1 2023 Page 1225-1231
MLA Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . "Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review." International Journal Of Advance Research And Innovative Ideas In Education 9.1(2023) : 1225-1231.
APA Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, & Dr. Pooja Nayak S . (2023). Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review. International Journal Of Advance Research And Innovative Ideas In Education, 9(1), 1225-1231.
Chicago Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . "Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 1 (2023) : 1225-1231.
Oxford Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . 'Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, 2023, p. 1225-1231. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Consumer_Approach_to_AI_Driven_Sentiment_Analyzer__A_Literature_Review_ijariie19155.pdf (Accessed : ).
Harvard Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . (2023) 'Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review', International Journal Of Advance Research And Innovative Ideas In Education, 9(1), pp. 1225-1231IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Consumer_Approach_to_AI_Driven_Sentiment_Analyzer__A_Literature_Review_ijariie19155.pdf (Accessed : )
IEEE Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S , "Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, pp. 1225-1231, Jan-Feb 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Consumer_Approach_to_AI_Driven_Sentiment_Analyzer__A_Literature_Review_ijariie19155.pdf [Accessed : ].
Turabian Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . "Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 1 ().
Vancouver Kavya P, Ananya M Hegde, Akanksha Giliyal, Geethika S, and Dr. Pooja Nayak S . Consumer Approach to AI Driven Sentiment Analyzer: A Literature Review. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(1) : 1225-1231. Available from: https://ijariie.com/AdminUploadPdf/Consumer_Approach_to_AI_Driven_Sentiment_Analyzer__A_Literature_Review_ijariie19155.pdf
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