i-manager Publications

Study on Cyberbullying and the Challenges in using Hindi in Social Media

Nikhil Kotak*, Balaji Patil **

*-** School of Computer Engineering & Technology, MIT World Peace University, Pune, Maharashtra, India.

Periodicity:February - April'2021
DOI : https://doi.org/10.26634/jfet.16.3.18013

Abstract

As Internet has a wide acceptance all over the world, social media is providing content based on native languages. People in India are using native languages to express their opinions and views; however, a single word's meaning could differ from language to language. The study of cyberbullying in the native language is still a premature field where attention is required. This paper presents detailed information about cyberbullying and its various forms, statistics related to India, how it affects human psychology, and the legislation in India. Different papers, including languages other than English, were reviewed with positive and negative sides. A shared understanding of the need for developing a model concerning machine learning, an essential structure for developing a model for detecting cyberbullying in the native language is felt, and the challenges that occur with the data set have been reviewed.

Keywords

Cyberbullying, Cyberbullying Types, Cyber Law, Machine Learning, Hindi.

How to Cite this Article?

Kotak, N., and Patil, B. (2021). Study on Cyberbullying and the Challenges in using Hindi in Social Media. i-manager's Journal on Future Engineering and Technology, 16(3), 38-45. https://doi.org/10.26634/jfet.16.3.18013

References

[1]. Abbasi, S., Naseem, A., Shamim, A., & Qureshi, M. A. (2018, November). An empirical investigation of motives, nature and online sources of cyberbullying. In 2018, 14th International Conference on Emerging Technologies (ICET) (pp. 1-6). IEEE.

[2]. Abbass, Z., Ali, Z., Ali, M., Akbar, B., & Saleem, A. (2020, February). A framework to predict social crime through twitter tweets by using machine learning. In 2020, IEEE 14th International Conference on Semantic Computing (ICSC) (pp. 363-368). IEEE.

[3]. Akhter, S. (2018, December). Social media bullying detection using machine learning on Bangla text. In 2018, 10th International Conference on Electrical and Computer Engineering (ICECE) (pp. 385-388). IEEE.

[4]. Alduailej, A. H., & Khan, M. B. (2017, September). The challenge of cyberbullying and its automatic detection in Arabic text. In 2017, International Conference on Computer and Applications (ICCA) (pp. 389-394). IEEE.

[5]. Ali, W. N. H. W., Mohd, M., & Fauzi, F. (2018, November). Cyberbullying detection: An overview. In 2018, Cyber Resilience Conference (CRC) (pp. 1-3). IEEE.

[6]. Anand, M., & Eswari, R. (2019, March). Classification of abusive comments in social media using deep learning. In 2019, 3rd International Conference on Computing Methodologies and Communication (ICCMC) (pp. 974- 977). IEEE.

[7]. Andleeb, S., Ahmed, R., Ahmed, Z., & Kanwal, M. (2019, December). Identification and classification of cybercrimes using text mining technique. In 2019, International Conference on Frontiers of Information Technology (FIT) (pp. 227-2275). IEEE.

[8]. Bhaskar, U. (2019, October 22). Cyber-crime cases in India almost doubled in 2017, Mint.

[9]. Chavan, V. S., & Shylaja, S. S. (2015, August). Machine learning approach for detection of cyber-aggressive comments by peers on social media network. In 2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI) (pp. 2354- 2358). IEEE.

[10]. Devgan.in (n.d.). IPC Section 507. A Lawyers Reference [Website].

[11]. Djuraskovic, O. (2021, January 2). Cyberbullying Statistics, Facts, and Trends (2021) with Charts, FirstSite Guide.com [Blog].

[12]. Foong, Y. J., & Oussalah, M. (2017, September). Cyberbullying system detection and analysis. In 2017, European Intelligence and Security Informatics Conference (EISIC) (pp. 40-46). IEEE.

[13]. IT Act. (2000). The Information Technology Act, 2000. Government of India.

[14]. Keelery, S. (2021, February 25). Cyber stalking and bullying cases reported in India 2019, by leading state. Statista.

[15]. Patel, P., Kannoorpatti, K., Shanmugam, B., Azam, S., & Yeo, K. C. (2017, January). A theoretical review of social media usage by cyber-criminals. In 2017, International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-6). IEEE.

[16]. Snider, C. (n.d.) Social media statistics, CSD [Blog].

[17]. Zhang, P., Gao, Y., & Chen, S. (2019, May). Detect Chinese cyber bullying by analyzing user behaviors and language patterns. In 2019, 3rd International Symposium on Autonomous Systems (ISAS) (pp. 370-375). IEEE.

If you have access to this article please login to view the article or kindly login to purchase the article

Single Article

	North Americas,UK, Middle East,Europe		India	Rest of world
	USD	EUR	INR	USD-ROW
Online	15	15

ADD TO CART

Options for accessing this content:

If you would like institutional access to this content, please recommend the title to your librarian.
If you already have i-manager's user account: Login above and proceed to purchase the article.
New Users: Please register, then proceed to purchase the article.