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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
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: May 2023
Volume 8 | Issue 5
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 8
Issue Published : 84
Article Submitted : 7736
Article Published : 3946
Total Authors : 10256
Total Reviewer : 547
Total Countries : 81
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This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
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Published Paper Details
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| Paper Title: | Cyber bullying Detection on Social Networks Using Machine learning |
| Authors Name: | Syed Mohammed Nadeem , Dr K Pavan Kumar M.Tech, Ph.D |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_184159
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| Published Paper Id: | IJRTI2210012 |
| Published In: | Volume 7 Issue 10, October-2022 |
| DOI: | |
| Abstract: | Cyberbullying is a major problem encountered on internet that affects teenagers and also adults.It has lead to mishappenings like suicide and depression.Regulation of content on Social media platorms has become a growing need. The following study uses data from two different forms of cyberbullying, hate speech tweets from Twittter and comments based on personal attacks from Wikipedia forums to build a model based on detection of Cyberbullying in text data using Natural Language Processing and Machine learning. Three methods for Feature extraction and four classifiers are studied to outline the best approach. For Tweet data the model provides accuracies above 90% and for Wikipedia data it gives accuracies above 80%. |
| Keywords: | Cyberbullying, Hate speech, Personal attacks, Machine learning, Feature extraction, Twitter, Wikipedia |
| Cite Article: | "Cyber bullying Detection on Social Networks Using Machine learning", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 10, page no.73 - 81, October-2022, Available :http://www.ijrti.org/papers/IJRTI2210012.pdf |
| Downloads: | 000202433 |
| 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 |
| Publication Details: |
Published Paper ID: IJRTI2210012
Registration ID:184159
Published In: Volume 7 Issue 10, October-2022
DOI (Digital Object Identifier):
Page No: 73 - 81 Country: Kurnool, AP, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2210012 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2210012 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
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