MACHINE LEARNING BASED AUTOMATIC HATE SPEECH RECOGNITION SYSTEM

MACHINE LEARNING BASED AUTOMATIC HATE SPEECH RECOGNITION SYSTEM

Registration ID: IJNRD_217859

Published ID: IJNRD2404280

DOI: Click Here to Get

Sayyad Fardheen Ahmad , Dr.G.Rosline Nesa Kumari , Seelam Govardhan Reddy , Shaik.Basheer , Shaik Yasin

cyberbullying, machine learning, convolutional neural network, deep learning, feature extraction, text classification.

Cyberbullying is a serious trouble on online that impacts each old and young. This results in incidents like demise and despair. Content curation is increasing the need for social media structures. The following study uses facts on varieties of cyberbullying: hate tweets on Twitter and personal assaults on Wikipedia boards. Three function extraction strategies and four classifiers were used to decide the best method. For tweet records, the model achieves over 90% accuracy and for Wikipedia information, over 80% accuracy.

Published Paper   E-Certificate

"MACHINE LEARNING BASED AUTOMATIC HATE SPEECH RECOGNITION SYSTEM", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 4, page no.c416-c420, April-2024, Available :https://ijnrd.org/papers/IJNRD2404280.pdf

Volume 9 Issue 4, April-2024

Pages : c416-c420

Paper Reg. ID: IJNRD_217859

Published Paper Id: IJNRD2404280

Downloads: 000121111

Research Area: Engineering

Country: Chennai, Tamil Nadu, Tamil Nadu, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404280.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404280

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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