ISSN 2394-5125
 

Research Article 


DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES

Prajakta Ingle Ramya Joshi,Neha Kaulgud, Aarti Suryawanshi,Meghana Lokhande.

Abstract
There is a rise in the use of technology in recent years. This technical evolution has given rise to a serious issue of cyber bullying. Cyber bullying can simply be defined as misusing technological advancements to bully/illtreat a person. Social networking sites in particular Twitter is becoming a platform for this type of bullying. The main purpose is to find an optimal algorithm to detect cyber bullying using Support Vector Machine (SVM) and convolutional neural network (CNN) .CNN yields more precise output than SVM.

Key words: cyberbullying, machine learning, support vector machine, convolutional neural network


 
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How to Cite this Article
Pubmed Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(19): 1090-1094. doi:10.31838/jcr.07.19.135


Web Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. http://www.jcreview.com/?mno=104077 [Access: September 15, 2020]. doi:10.31838/jcr.07.19.135


AMA (American Medical Association) Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(19): 1090-1094. doi:10.31838/jcr.07.19.135



Vancouver/ICMJE Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. JCR. (2020), [cited September 15, 2020]; 7(19): 1090-1094. doi:10.31838/jcr.07.19.135



Harvard Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande (2020) DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. JCR, 7 (19), 1090-1094. doi:10.31838/jcr.07.19.135



Turabian Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. 2020. DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (19), 1090-1094. doi:10.31838/jcr.07.19.135



Chicago Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. "DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7 (2020), 1090-1094. doi:10.31838/jcr.07.19.135



MLA (The Modern Language Association) Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande. "DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7.19 (2020), 1090-1094. Print. doi:10.31838/jcr.07.19.135



APA (American Psychological Association) Style

Prajakta Ingle Ramya Joshi ,Neha Kaulgud, Aarti Suryawanshi ,Meghana Lokhande (2020) DETECTING CYBER BULLYING ON TWITTER USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (19), 1090-1094. doi:10.31838/jcr.07.19.135