Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS
PaperId: :  21186
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21186
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MONICA RAMC ENGINEERING COLLEGE
Dr. Charles Arockiaraj MAMC ENGINEERING COLLEGE

Abstract

COMPUTER SCIENCE
JAVA ,HTML,CSS
Mining opinion targets and opinion words from online reviews are critical tasks for fine-grained opinion mining. The fundamental component of this process is finding relationships between words that express opinions. In this work, we propose a unique technique based on the partially supervised alignment model, which treats the detection of opinion relations as an alignment process. We then utilize a graph-based co-ranking technique to estimate the confidence of each candidate. Finally, we identify the candidates with the highest confidence as opinion targets or opinion words. Our approach allows for more precise capture of opinion relations compared to previous techniques based on nearest neighbor principles, particularly for long-span connections. When dealing with informal online documents, our word alignment approach effectively mitigates the negative impact of parsing mistakes, unlike syntax-based solutions. By incorporating partial supervision, our suggested model outperforms typical unsupervised alignment models in terms of precision. Furthermore, in our graph-based co-ranking approach, while assessing candidate confidence, we penalize higher-degree vertices to reduce the likelihood of creating mistakes. Through experiments conducted on three corpora of varying sizes and languages, we have demonstrated that our method outperforms state-of-the-art approaches

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE MONICA R, and Dr. Charles Arockiaraj M. "EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 4 2023 Page 1061-1065
MLA MONICA R, and Dr. Charles Arockiaraj M. "EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS." International Journal Of Advance Research And Innovative Ideas In Education 9.4(2023) : 1061-1065.
APA MONICA R, & Dr. Charles Arockiaraj M. (2023). EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 1061-1065.
Chicago MONICA R, and Dr. Charles Arockiaraj M. "EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 4 (2023) : 1061-1065.
Oxford MONICA R, and Dr. Charles Arockiaraj M. 'EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, 2023, p. 1061-1065. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/EXPLORATION_OF_AN_ONLINE_PRODUCT_EVALUATION_SYSTEM_UTILIZING_RATINGS_AND_REVIEW_COMMENTS_ijariie21186.pdf (Accessed : 24 May 2024).
Harvard MONICA R, and Dr. Charles Arockiaraj M. (2023) 'EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 1061-1065IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/EXPLORATION_OF_AN_ONLINE_PRODUCT_EVALUATION_SYSTEM_UTILIZING_RATINGS_AND_REVIEW_COMMENTS_ijariie21186.pdf (Accessed : 24 May 2024)
IEEE MONICA R, and Dr. Charles Arockiaraj M, "EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, pp. 1061-1065, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/EXPLORATION_OF_AN_ONLINE_PRODUCT_EVALUATION_SYSTEM_UTILIZING_RATINGS_AND_REVIEW_COMMENTS_ijariie21186.pdf [Accessed : 24 May 2024].
Turabian MONICA R, and Dr. Charles Arockiaraj M. "EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 4 (24 May 2024).
Vancouver MONICA R, and Dr. Charles Arockiaraj M. EXPLORATION OF AN ONLINE PRODUCT EVALUATION SYSTEM UTILIZING RATINGS AND REVIEW COMMENTS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 24 May 2024]; 9(4) : 1061-1065. Available from: https://ijariie.com/AdminUploadPdf/EXPLORATION_OF_AN_ONLINE_PRODUCT_EVALUATION_SYSTEM_UTILIZING_RATINGS_AND_REVIEW_COMMENTS_ijariie21186.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 5/24/2024 9:22:06 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
12