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Research Article
Sentiment Analysis of a Product based on User Reviews
Aziz Lokhandwala1
Usman Merchant2
Shamim Mirajkar3
Adil Shaikh4
1234Department of Information Technology, M.H. Saboo Siddik College of Engineering, Byculla, Mumbai – 400008, India.
Published Online: March-April 2022
Pages: 181-184
Cite this article
No DOIReferences
[1] A. Ethem, Introduction to Machine Learning, MIT Press. , 2010..
[2] D. Jurafsky and H. M. James, Speech and Language Processing, 2000.
[3] Q. Jiangtao, L. Chuanhui, L. Yinghong and L. Zhangxi, "Leveraging sentiment analysis at the aspects level to predict ratings of reviews," Information
Sciences, vol. 451–452, p. 295–309, 2018.
[4] A. Bagheri, M. Saraee and F. de Jong, "An Unsupervised Aspect Detection Model for Sentiment Analysis of Reviews," Lecture Notes in Computer
Science., vol. 7934, pp. 140-151, 2013.
[5] O. Alvaro, M. M. José and M. C. Rosa, "Sentiment analysis in Facebook
and its application to e-learning," Computers in Human Behavior, vol. 31, pp. 527-541, 2014.
[6] A. Orestes, C. Francisco, C. Jenny and Hamido, "A hybrid approach to the sentiment analysis problem at the sentence level," Knowledge-Based
Systems, vol. 108, pp. 110-124, 2016.
[7] M. Aminu, W. Nirmalie and L. Robert, "Contextual sentiment analysis for social media genres," Knowledge-Based Systems, vol. 108, pp. 92- 101,
2016.
[8] C. Tao, X. Ruifeng, H. Yulan, X. Yunqing and W. Xuan, "Learning User and Product Distributed Representations Using a Sequence Model for
Sentiment Analysis," IEEE Computational intelligence magazine, pp.
34-44, 2016.
[9] R. Marco, S. Fabio and Z. Markus, "Analyzing user reviews in tourism with topic models," Information Technology Tourism , vol. 16, p. 5–21, 2016.
[10] P. J. Anuja and D. Padma, "Application of Machine Learning Techniques to Sentiment Analysis," in IEEE conference, 2016.
[11] Z. Xueying and Z. Xianghan, "Comparison of Text Sentiment Analysis based on Machine Learning," in 15th International Symposium on Parallel
and Distributed Computing, 2016.
[12] Z. Yan, M. Melody and M. Teng-Sheng, "Multi-Layer Text Classification with Voting for Consumer Reviews," in IEEE International Conference on
Big Data (Big Data), 2016.
[13] Rahul , Vasundhara Raj ,Monika Sentiment Analysis on Product Reviews 2019 International Conference on Computing, Communication, and
Intelligent Systems (ICCCIS)
[14] Hemalatha S , Ramathmika Sentiment Analysis of Yelp Reviews by Machine Learning Proceedings of the International Conference on Intelligent
Computing and Control Systems (ICICCS 2019)
[2] D. Jurafsky and H. M. James, Speech and Language Processing, 2000.
[3] Q. Jiangtao, L. Chuanhui, L. Yinghong and L. Zhangxi, "Leveraging sentiment analysis at the aspects level to predict ratings of reviews," Information
Sciences, vol. 451–452, p. 295–309, 2018.
[4] A. Bagheri, M. Saraee and F. de Jong, "An Unsupervised Aspect Detection Model for Sentiment Analysis of Reviews," Lecture Notes in Computer
Science., vol. 7934, pp. 140-151, 2013.
[5] O. Alvaro, M. M. José and M. C. Rosa, "Sentiment analysis in Facebook
and its application to e-learning," Computers in Human Behavior, vol. 31, pp. 527-541, 2014.
[6] A. Orestes, C. Francisco, C. Jenny and Hamido, "A hybrid approach to the sentiment analysis problem at the sentence level," Knowledge-Based
Systems, vol. 108, pp. 110-124, 2016.
[7] M. Aminu, W. Nirmalie and L. Robert, "Contextual sentiment analysis for social media genres," Knowledge-Based Systems, vol. 108, pp. 92- 101,
2016.
[8] C. Tao, X. Ruifeng, H. Yulan, X. Yunqing and W. Xuan, "Learning User and Product Distributed Representations Using a Sequence Model for
Sentiment Analysis," IEEE Computational intelligence magazine, pp.
34-44, 2016.
[9] R. Marco, S. Fabio and Z. Markus, "Analyzing user reviews in tourism with topic models," Information Technology Tourism , vol. 16, p. 5–21, 2016.
[10] P. J. Anuja and D. Padma, "Application of Machine Learning Techniques to Sentiment Analysis," in IEEE conference, 2016.
[11] Z. Xueying and Z. Xianghan, "Comparison of Text Sentiment Analysis based on Machine Learning," in 15th International Symposium on Parallel
and Distributed Computing, 2016.
[12] Z. Yan, M. Melody and M. Teng-Sheng, "Multi-Layer Text Classification with Voting for Consumer Reviews," in IEEE International Conference on
Big Data (Big Data), 2016.
[13] Rahul , Vasundhara Raj ,Monika Sentiment Analysis on Product Reviews 2019 International Conference on Computing, Communication, and
Intelligent Systems (ICCCIS)
[14] Hemalatha S , Ramathmika Sentiment Analysis of Yelp Reviews by Machine Learning Proceedings of the International Conference on Intelligent
Computing and Control Systems (ICICCS 2019)
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