Detecting and Mitigating Flaming in Online Platforms Against Women: A Step Towards Women Empowerment
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Abstract
The rise of information and communication technologies and social media platforms has provided unprecedented opportunities for women to thrive as entrepreneurs and participate in the public sphere. However, this has also led to increasing online abuse and harassment against women. A study was conducted to examine the psychological health status of the female population affected by online flaming behavior. A quantitative analysis was conducted on 202 female respondents in Chennai, focusing on their perceptions and experiences as victims or non-victims of this online flaming. The study found that technology adoption, such as machine learning, can help identify perpetrators, identify solutions, and formulate prevention measures to safeguard and enhance women’s status in society. The study suggests that digital social media platforms contribute to recovery from abuses through early detection and can mitigate campaigns to end online violence against women. The study aids policymakers in creating appropriate policies and regulations to address cyber abuse against women.
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References
S. Frenda, B. Ghanem, M. Montes-y-Gomez, and P. Rosso, Online hate speech against women: Automatic identification of misogyny and sexism on twitter, Journal of Intelligent & Fuzzy Systems, 2019;36:4743-52.
M. Kulkarni, S. Durve, and B. Jia, Cyberbully and Online Harassment: Issues Associated with Digital Wellbeing, arXiv preprint arXiv:2404.18989, 2024.
NCRB, National Crime Records Bureau (NCRB), 2023.
V. K. Singh, M. Chayko, R. Inamdar, and D. Floegel, Female librarians and male computer programmers? Gender bias in occupational images on digital media platforms, Journal of the Association for Information Science and Technology, 2020;71:1281-94.
O. Jurasz, Online violence against women: A Four Nations study, 2024.
U. Chakraborty and S. K. Biswal, Impact of social media participation on female entrepreneurs towards their digital entrepreneurship intention and psychological empowerment, Journal of Research in Marketing and Entrepreneurship, 2023.
B. Schivinski, M. Brzozowska-Wos, E. Stansbury, J. Satel, C. Montag, and H.M. Pontes, Exploring the role of social media use motives, psychological wellbeing, self-esteem, and affect in problematic social media use, Frontiers in Psychology, 2020;11:617140.
E. A. Jane, Online abuse and harassment, The international encyclopedia of gender, media, and communication, vol. 116, 2020.
K. Barker and O. Jurasz, Online misogyny, Journal of International Affairs, 2019;72: 95-114.
E. Harmer and K. Lumsden, Online othering: An introduction, Online othering: Exploring digital violence and discrimination on the web, pp. 1-33, 2019.
J. Ostini and S. Hopkins, Online harassment is a form of violence, The Conversation, 2015;8:1-4.
K. Mantilla, Gendertrolling: How misogyny went viral: How misogyny went viral: ABC-CLIO, 2015.
I. V. Andersen, Hostility online: Flaming, trolling, and the public debate, First Monday, 2021.
G. M. Chen, P. Pain, V. Y. Chen, M. Mekelburg, N. Springer, and F. Troger, You really have to have a thick skin: A cross-cultural perspective on how online harassment influences female journalists, Journalism, 2020;21:877-95.
R. Southern and E. Harmer, Othering political women: Online misogyny, racism and ableism towards women in public life, Online othering: Exploring digital violence and discrimination on the web, 2019:187-210.
B. Poland, Haters: Harassment, abuse, and violence online: U of Nebraska Press, 2016.
S. Banet-Weiser, Postfeminism and popular feminism, Feminist Media Histories, 2018;4:152-6.
S. Watson, Analysis shows horrifying extent of abuse sent to women MPs via Twitter, The Conversation, vol. 6, 2019.
L. Rosner, S. Winter, and N. C. Kramer, Dangerous minds? Effects of uncivil online comments on aggressive cognitions, emotions, and behavior, Computers in Human Behavior, 2016;58:461-70.
G. M. Chen and Y. M. M. Ng, Nasty online comments anger you more than me, but nice ones make me as happy as you, Computers in Human Behavior, 2017;71:181-8.
P. M. Valkenburg, Understanding selfeffects in social media, Human Communication Research, 2017;43:477-90.
J. Lee and C. Jin, The relationship between self-concepts and flaming behavior: Polarity of the online comments, Journal of Theoretical and Applied Information Technology, 2019;97:2518-29.
E. A. Jane, Gendered cyberhate as workplace harassment and economic vandalism, Feminist Media Studies, 2018;18:575-91.
E. A. Jane, Systemic misogyny exposed: Translating rapeglish from the manosphere with a random rape threat generator, International Journal of Cultural Studies, 2018;21:661-80.
N. Dehingia, https://gehweb.ucsd.edu/social-media-sexist-online-gender-basedviolence/, 2020.
I. S. Ismail and N. H. Shafie, English informal language learning through social networking sites among Malaysian university students, 2018.
M. F. Samat and N. A. Awang, Siti Nor Adawiah Hussin, Farahiyah Akmal Mat Nawi. Online Distance Learning Amidst COVID-19 Pandemic Among University Students: A Practicality of Partial Least Squares Structural Equation Modelling Approach, Asian Journal of University Education, 2020;16(3):220-33.
S. W. Azumah, N. Elsayed, Z. ElSayed, and M. Ozer, Cyberbullying in Text Content Detection: An Analytical Review, arXiv preprint arXiv:2303.10502, 2023.
F. Shah, A. Anwar, I. ul haq, H. Al-Salman, S. Hussain, and S. Al-Hadhrami, Artificial intelligence as a service for immoral content detection and eradication, Scientific Programming, 2022;2022:1-9.
V. Golzard, Economic empowerment of Iranian women through the internet, Gender in Management: An International Journal, 2020;35:1-18.
Z. Lin and L. Yang, Individual and collective empowerment: Women’s voices in the# MeToo movement in China, Asian Journal of Women’s Studies, 2019;25:117-31.
P. Manoj, S. Krishna, and R. Sebastian, Women Empowerment in Digital India and the Kerala Knowledge Economy, Academy of Marketing Studies Journal, vol. 27, 2023.
B. Huber and L. Q. Baena, Women scientists on TikTok: New opportunities to become visible and challenge gender stereotypes, Media and Communication, 2023;11:240-51.
T. State Planning Board, Kerala, India, https://spb.kerala.gov.in/sites/default/files/2022-03/ECNO_% 20ENG_21_% 20Vol_1.pdf,March 2022.
O. Ali and P. Manoj, Impact of Falling Price of Rubber-A Case Study of Kothamangalam Taluk in Ernakulam District, Indian Journal of Economics and Development, 2020;16:118-24.
L. Yuewen, The Dilemma of Women’s Voices in the Post-Epidemic Era: Misconceptions of Feminism on Digital Media Platforms-The Example of Sina Weibo, Psychology, 2023;13:88-103.
Z. Chenyu, An Exploration of Radical Feminism Based on Microblogging Platform-Taking the Blue Book on Social Mindset Released by Chinese Academy of Sciences as an Example, Sight and Sound, 2020;7:183-4.
F. B. Thomas, The Role of Purposive Sampling Technique as a Tool for Informal Choices in a Social Sciences in Research Methods, 2022.
S. Denieffe, Commentary: Purposive sampling: complex or simple? Research case examples, Journal of Research in Nursing: JRN, 2020;25: 662.
Y. M. Jung, Data analysis in quantitative research, 2019.
B. Melovic, A. J. Stojanovic, T. Backovic, B. Dudic, and Z. Kovacicova, Research of Attitudes toward Online Violence-Significance of Online Media and Social Marketing in the Function of Violence Prevention and Behavior Evaluation, Sustainability, 2020;12:10609.
P. Kumar, A. Gruzd, and P. Mai, Mapping out violence against women of influence on Twitter using the cyber-lifestyle routine activity theory, American behavioral scientist, 2021;65:689-711.