A DATA MINING PROCESS FOR PRODUCTS QUALITY REVIEW SYSTEM

Authors

  • Aishwarya Author
  • Prof . Poojarani. N Author

DOI:

https://doie.org/10.5281/5a8eb257

Keywords:

Data Mining, NLP, E-Commerce,,

Abstract

 E-commerce platforms and retailers place a premium on customer feedback and reviews. Time 
and again, reviews have proved to be an important part of the final selection process.process. They are 
invaluable in assisting with the development of their item. and support. Feedback like this comes straight from 
customers and the More reviews are available for products with a larger user base. Simply said, there isn't 
enough time or resources to make it happen. time-consuming since one must go through each review and run 
an analysis. The use of NLP for this purpose is quite beneficial. Using Machine Learning techniques that 
provide thorough examination of Customer complaints and graphical representations of such complaints 
visualizations that help people draw conclusions about their company that can be put into action. 

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References

Ting Liu, Zhong Su, Honglei Guo, Yanyan Zhao, Che Wanxiang, and Che Wanxiang. Using Compressed

Sentences in Aspect-Based Emotion Analysis. IEEE/ACM Transactions on Audio, Speech, and Language

Processing 23, no. 12 (2015): 2111-2124

Robert Schwartz, James Lin, David Zajic, Bonnie J. Dorr, and Richard Schwartz. Using Sentence

Compression to Perform Document Summarization Tasks, "Multi-Candidate Reduction." 2BBN

Technologies, 9861 Broken Land Parkway, Columbia, MD 21046; University of Maryland, College Park,

Maryland, USA.

As cited by Trevor Cohn and Mirella Lapata

. Word Reduction Is Not the Only Way to Condense a Sentence. Pages 137-144, 22nd Annual Meeting of

the Association for Computational Linguistics (Coling 2008) Proceedings August of 2008 in Manchester.

. Niloufar Salehi Dastjerdi, Seyed Hamid Ghorashi, Roliana Ibrahim, and Shirin Noekhah. IJCSI

International Journal of Computer Science Issues, Volume 9, Number 4, Number 1, July 2012, ISSN (Online):

-0814, "A Frequent Pattern Mining Algorithm for Feature Extraction of Customer Reviews."

F.T. Martins,

Dipanjan Das Andre. "A Review of Machine-Generated Summaries" Presentation at CMU's Language

Technologies Institute on the 21st of November, 2007.

Credit goes to

Kapil Thadani and Kathleen McKeown. Using Joint Structural Inference to Compact Sentences.New York,

New York 10025, USA Computer Science Department Columbia University

The authors are LuWang, Hema Raghavan, and Vittorio Castelli.A Sentence Compression-Based

Framework for Query-Driven Document Summarization.T. J. Watson Research Centre, Yorktown Heights,

New York 10598, USA; Cornell University, Ithaca, New York 14853, USA.

Downloads.

Published

2023-08-21

How to Cite

A DATA MINING PROCESS FOR PRODUCTS QUALITY REVIEW SYSTEM . (2023). Phoenix: International Multidisciplinary Research Journal ( Peer Reviewed High Impact Journal ), 1(3), 57-62. https://doi.org/10.5281/5a8eb257