Sentiment analysis of product review Using Machine Learning

Chetan Dewasi; Harshit Sharma; Pawan Sen; Chitrajan Singh; Jai kumar

Sentiment analysis of product review Using Machine Learning

May 2023

Vol-9, Issue-3

Paper ID: 20513

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Machine Learning

Keywords

Machine Learning Amazon Product Sentiment Algorithm

Abstract

To fully grasp the thoughts and feelings of their customers, firms must do a sentiment analysis of the product reviews. Because they can handle vast volumes of data and are accurate at predicting sentiment, machine learning techniques have become widely employed in sentiment analysis in recent years. In this article, we provide a research on the use of machine learning algorithms for sentiment analysis of product evaluations. We train and assess a number of machine learning models using a dataset of Amazon product reviews. Our results show that machine learning models can achieve high accuracy in predicting sentiment, and that feature engineering is an important aspect of the model building process. We also go through the study's weaknesses and possible future research options.

License

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Author Information

#	Name	Institute / Affiliation
1	Chetan Dewasi	Arya Institute of Engineering & Technology , Jaipur
2	Harshit Sharma	Arya Institute of Engineering & Technology , Jaipur
3	Pawan Sen	Arya Institute of Engineering & Technology , Jaipur
4	Chitrajan Singh	Arya Institute of Engineering & Technology , Jaipur
5	Jai kumar	Arya Institute of Engineering & Technology , Jaipur

How to Cite

Use the following formats to cite this article in your research.

APA Style

Dewasi, Chetan, Sharma, Harshit, Sen, Pawan, Singh, Chitrajan, & kumar, Jai (2023). Sentiment analysis of product review Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 2606-2615.

MLA Style

Dewasi, Chetan, et al. "Sentiment analysis of product review Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 2606-2615.

IEEE Style

Chetan Dewasi, Harshit Sharma, Pawan Sen, Chitrajan Singh, and Jai kumar, "Sentiment analysis of product review Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 2606-2615, 2023.

Vancouver Style

Dewasi Chetan, Sharma Harshit, Sen Pawan, Singh Chitrajan, kumar Jai. Sentiment analysis of product review Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):2606-2615.

Harvard Style

Dewasi, Chetan, Sharma, Harshit, Sen, Pawan, Singh, Chitrajan, & kumar, Jai (2023) 'Sentiment analysis of product review Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 2606-2615.

Chicago Style

Dewasi, Chetan, et al. "Sentiment analysis of product review Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2606-2615.

Turabian Style

Dewasi, Chetan, et al. "Sentiment analysis of product review Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2606-2615.