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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: November 2025
Volume 10 | Issue 11
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 114
Article Submitted : 18569
Article Published : 7856
Total Authors : 20766
Total Reviewer : 757
Total Countries : 142
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| Paper Title: | Multilingual Cyber-Bullying Detection System |
| Authors Name: | Prajakta A. Kuchewar , Pranay Raju Nagrale , Aditya Arjun Meshram , Sugat Ashokrao Moon , Ritesh Narayan Nagpure |
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IJRTI_188548
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| Published Paper Id: | IJRTI2311085 |
| Published In: | Volume 8 Issue 11, November-2023 |
| DOI: | |
| Abstract: | Cyberbullying may be a genuine issue that influences numerous individuals online, particularly on social media stages. Cyberbullying can happen totally different dialects, and it is vital to identify and avoid it in a multilingual setting. In this paper, we propose a Multilingual Cyberbullying Detection System (MCDS) that can recognize cyberbullying in five languages: English, Hindi (Hindi and Hindi-English code-mixed), Marathi, Bengali and Tamil. We utilize a combination of Natural Language Processing and Machine Learning methods to classify content messages as cyberbullying or not. We evaluate our system on several datasets and achieve high accuracy and F1-score and Recall. Our System can be amplified to other languages and domains, and can help to protect clients from online harassment and cyberbullying or abuse. The results of our experiments have shown an accuracy up-to 95% and F1-score up-to 94%. |
| Keywords: | Cyberbullying, Machine Learning, Multilingual Cyberbullying Detection for Indian languages. |
| Cite Article: | "Multilingual Cyber-Bullying Detection System", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 11, page no.647 - 652, November-2023, Available :http://www.ijrti.org/papers/IJRTI2311085.pdf |
| Downloads: | 000205291 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2311085
Registration ID:188548
Published In: Volume 8 Issue 11, November-2023
DOI (Digital Object Identifier):
Page No: 647 - 652 Country: Nagpur, Maharashtra, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2311085 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2311085 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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