Cyber Bullying Detection for Hindi-English Language Using Machine Learning

8 Pages Posted: 6 Jun 2022

See all articles by Ninad Mehendale

Ninad Mehendale

University of Mumbai - K. J. Somaiya College of Engineering (K.J.S.C.E.); Ninad's research Lab

Karan Shah

K. J. Somaiya College of Engineering

Chaitanya Phadtare

K. J. Somaiya College of Engineering

Keval Rajpara

K. J. Somaiya College of Engineering

Date Written: May 21, 2022

Abstract

Nowadays, the internet is the world’s biggest platform for communicating, connecting as well as sharing ideas, content, photos, videos, views, and daily updates globally. Social media is multifarious, which makes it extensive and interactive. Twitter, YouTube, Instagram, Linked In, Facebook and Whatsapp are some of the largest platforms. However, the enhancement of social connectivity often creates negative impacts on society that contribute to a couple of bad phenomena such as online abuse, harassment cyberbullying, cybercrime and online trolling. Cyberbullying frequently leads to serious mental and physical distress, particularly for women and children, and even sometimes force them to attempt suicide. Therefore, the identification of bullying text or message on social media has gained a growing amount of attention among researchers. Therefore our focus is to design and develop an effective technique to detect online abusive and bullying messages by merging Natural language processing and machine learning to develop a model that can detect offensive or hateful words in English and Hinglish language.

Keywords: Hindi, English, Cyberbully, Hindlish, Machine learning

JEL Classification: Y9

Suggested Citation

Mehendale, Ninad and Shah, Karan and Phadtare, Chaitanya and Rajpara, Keval, Cyber Bullying Detection for Hindi-English Language Using Machine Learning (May 21, 2022). Available at SSRN: https://ssrn.com/abstract=4116143 or http://dx.doi.org/10.2139/ssrn.4116143

Ninad Mehendale (Contact Author)

University of Mumbai - K. J. Somaiya College of Engineering (K.J.S.C.E.) ( email )

Mumbai, MA Maharashtra 400007
India

Ninad's research Lab ( email )

M.G. Road, Naupada Thane
Thane, 400602
India

Karan Shah

K. J. Somaiya College of Engineering ( email )

India

Chaitanya Phadtare

K. J. Somaiya College of Engineering ( email )

India

Keval Rajpara

K. J. Somaiya College of Engineering ( email )

India

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