Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.3

Submission
Last date
28-Jun-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-3. 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

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Detecting Toxic comments By Using LSTM-CNN Model
PaperId: :  24077
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-24077
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhalshankar S.TMIT College Of Railway Engineering & Research , Barshi
Shubham GuptaMIT College Of Railway Engineering & Research , Barshi
Akhilesh YadavMIT College Of Railway Engineering & Research , Barshi
Vaishnav MahadikMIT College Of Railway Engineering & Research , Barshi
Prajval PalwadeMIT College Of Railway Engineering & Research , Barshi
Prathamesh KhondhareMIT College Of Railway Engineering & Research , Barshi

Abstract

Computer Engineering
Toxic Comments, Convolutional Neural Network, Toxic Detection, Deep Learning, Text Classification, Machine Learning, Model Evaluation, Feature Extraction, Data Preprocessing
Nowadays users leave numerous comments on different social networks, news portals, and forums. Some of the comments are toxic or abusive. Due to the number of comments, it is unfeasible to manually moderate them, so most of the systems use some kind of automatic discovery of toxicity using machine learning models. In this work, we performed a systematic review o The state-of-the-art in toxic comment classification using machine learning methods. We have studied the impact of Support vector machines (SVM), Long Short- Term Memory Networks (LSTM), Convolutional Neural Networks (CNN), and Multilayer Perceptron (MLP) methods, in combination with word and character level embeddings, on identifying toxicity in text. We evaluated our approaches on Wikipedia comments from the Kaggle Toxic Comments Classification Challenge dataset. Regarding character-level classification, our best results occurred when using a CNN model.

Citations

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

IJARIIE Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. "Detecting Toxic comments By Using LSTM-CNN Model" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 2830-2841
MLA Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. "Detecting Toxic comments By Using LSTM-CNN Model." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 2830-2841.
APA Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, & Prathamesh Khondhare. (2024). Detecting Toxic comments By Using LSTM-CNN Model. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 2830-2841.
Chicago Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. "Detecting Toxic comments By Using LSTM-CNN Model." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 2830-2841.
Oxford Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. 'Detecting Toxic comments By Using LSTM-CNN Model', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 2830-2841. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Detecting_Toxic_comments_By_Using_LSTM_CNN_Model_ijariie24077.pdf (Accessed : ).
Harvard Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. (2024) 'Detecting Toxic comments By Using LSTM-CNN Model', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 2830-2841IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Detecting_Toxic_comments_By_Using_LSTM_CNN_Model_ijariie24077.pdf (Accessed : )
IEEE Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare, "Detecting Toxic comments By Using LSTM-CNN Model," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 2830-2841, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Detecting_Toxic_comments_By_Using_LSTM_CNN_Model_ijariie24077.pdf [Accessed : ].
Turabian Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. "Detecting Toxic comments By Using LSTM-CNN Model." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Bhalshankar S.T, Shubham Gupta, Akhilesh Yadav, Vaishnav Mahadik, Prajval Palwade, and Prathamesh Khondhare. Detecting Toxic comments By Using LSTM-CNN Model. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 2830-2841. Available from: https://ijariie.com/AdminUploadPdf/Detecting_Toxic_comments_By_Using_LSTM_CNN_Model_ijariie24077.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A Comparative Analysis of DevOps CI/Cd Tools: Optimizing Operational Efficiency of Software DeploymentComputer EngineeringSandeep Naduvinmani Download
An Overview of Cybersecurity in Connected and Autonomous Vehicles (CAVs) Computer EngineeringVaishali Kailas Shinde Download
"Lossless Data Hiding in the NTRU Cryptosystem Using Polynomial Encoding and Modulation"Computer EngineeringSanjana Sanjay Udare Download
"Real-Time Forest Fire Detection Using FireNet-CNN and Explainable AI Methods"Computer EngineeringPriyanka Navanath Bale Download
THE EVOLUTION OF JAVASCRIPT FRAMEWORKS: FROM JQUERY TO MODERN REACT/ANGULARCSEG.TAMILSELVAN Download
(BBMS) - BLOOD MANAGEMENT SYSTEMEngineeringInamullah Download
Deep Convolutional Neural Network-Based Recognition of Air-WritingComputer Engineering Dhongde.V.S Download
Medical Assistance Chatbot using Artificial Intelligence and Machine LearningComputer Engineering Shaikh Akhil Shadul Pasha Download
AGRICARD: ONE PLATFORM FOR ALL AGRICUTURAL NEEDSComputer Engineering Patil Kalpesh Prashant Download
CHANGE DETECTION APPROACH FOR DETECTING DEFORESTATIONComputer EngineeringAbhishek Kailas Tekale Download
Transforming Rural Administration Through Digital Innovation: The E-Gram Panchayat ApproachComputer EngineeringMiss. Mali Mansi Kishor Download
AI-Augmented Systems for Medication AdherenceComputer scienceSushritha Harthi H.Y Download
AI-Based Analytics for Chronic Obstructive Pulmonary DiseaseComputer scienceAnusha B.C Download
Dynamic AI Models for Real-Time ICU MonitoringComputer scienceMouna Shree Gowda Download
Predictive AI Models for Emergency Room TriageComputer scienceAkshatha H.U Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.