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Call for Papers:Vol.11 Issue.3

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Title: :  Sentiment Analysis in E-Commerce Platform
PaperId: :  23981
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23981
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Gnanappirathiba JHindusthan College of Engineering and Technology
Anjali VHindusthan College of Engineering and Technology
Atchaya THindusthan College of Engineering and Technology
Santhiya KHindusthan College of Engineering and Technology
Sathya SHindusthan College of Engineering and Technology

Abstract

Computer Science Engineering
Key Modules, Extracting Opinion Targets, Word Alignment Techniques, Extraction and Alignment
The proposed sentiment analysis framework for e-commerce platforms encompasses several key modules aimed at efficiently extracting opinion targets and opinion words from a given dataset. These modules include co-extracting opinion targets and words, partially supervised word alignment via POS tagging, and employing a constrained hill climbing algorithm for partially supervised candidate extraction. Additionally, the framework incorporates word alignment techniques and opinion association calculations to ascertain the confidence of extracted candidates. By iteratively refining candidate confidence through various stages of extraction and alignment, the framework enables accurate identification of opinion targets and words. The final step involves visualizing the graph of associated opinions and performing sentiment classification.

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IJARIIE Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. "Sentiment Analysis in E-Commerce Platform" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 2365-2371
MLA Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. "Sentiment Analysis in E-Commerce Platform." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 2365-2371.
APA Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, & Sathya S. (2024). Sentiment Analysis in E-Commerce Platform. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 2365-2371.
Chicago Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. "Sentiment Analysis in E-Commerce Platform." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 2365-2371.
Oxford Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. 'Sentiment Analysis in E-Commerce Platform', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 2365-2371. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_in_E_Commerce_Platform_ijariie23981.pdf (Accessed : 21 May 2024).
Harvard Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. (2024) 'Sentiment Analysis in E-Commerce Platform', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 2365-2371IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_in_E_Commerce_Platform_ijariie23981.pdf (Accessed : 21 May 2024)
IEEE Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S, "Sentiment Analysis in E-Commerce Platform," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 2365-2371, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_in_E_Commerce_Platform_ijariie23981.pdf [Accessed : 21 May 2024].
Turabian Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. "Sentiment Analysis in E-Commerce Platform." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 (21 May 2024).
Vancouver Gnanappirathiba J, Anjali V, Atchaya T, Santhiya K, and Sathya S. Sentiment Analysis in E-Commerce Platform. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 21 May 2024]; 10(3) : 2365-2371. Available from: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_in_E_Commerce_Platform_ijariie23981.pdf
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