How different genders use profanity on Twitter?

Social media, is often the go-to place where people discuss their opinions and share their feelings. As some platforms provide more anonymity than others, users have taken advantage of that privilege, by sitting behind the screen, the use of profanity has been able to create a toxic environment. Alt...

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Main Authors: Wong, Shang Cheong *, Teh, Phoey Lee *, Cheng, Chi-Bin
Format: Conference or Workshop Item
Language:English
Published: 2020
Subjects:
Online Access:http://eprints.sunway.edu.my/1358/
http://eprints.sunway.edu.my/1358/1/Phoey%20Lee%20Teh%20How%20different%20genders%20ICCDA%202020.pdf
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author Wong, Shang Cheong *
Teh, Phoey Lee *
Cheng, Chi-Bin
author_facet Wong, Shang Cheong *
Teh, Phoey Lee *
Cheng, Chi-Bin
author_sort Wong, Shang Cheong *
building SU Institutional Repository
collection Online Access
description Social media, is often the go-to place where people discuss their opinions and share their feelings. As some platforms provide more anonymity than others, users have taken advantage of that privilege, by sitting behind the screen, the use of profanity has been able to create a toxic environment. Although not all profanities are used to offend people, it is undeniable that the anonymity has allowed social media users to express themselves more freely, increasing the likelihood of swearing. In this study, the use of profanity by different gender classes is compiled, and the findings showed that different genders often employ swear words from different hate categories, e.g. males tend to use more terms from the “disability” hate group. Classification models have been developed to predict the gender of tweet authors, and results showed that profanity could be used to uncover the gender of anonymous users. This shows the possibility that profiling of cyberbullies can be done from the aspect of gender based on profanity usage.
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spelling sunway-13582020-08-26T07:09:51Z http://eprints.sunway.edu.my/1358/ How different genders use profanity on Twitter? Wong, Shang Cheong * Teh, Phoey Lee * Cheng, Chi-Bin QA75 Electronic computers. Computer science Social media, is often the go-to place where people discuss their opinions and share their feelings. As some platforms provide more anonymity than others, users have taken advantage of that privilege, by sitting behind the screen, the use of profanity has been able to create a toxic environment. Although not all profanities are used to offend people, it is undeniable that the anonymity has allowed social media users to express themselves more freely, increasing the likelihood of swearing. In this study, the use of profanity by different gender classes is compiled, and the findings showed that different genders often employ swear words from different hate categories, e.g. males tend to use more terms from the “disability” hate group. Classification models have been developed to predict the gender of tweet authors, and results showed that profanity could be used to uncover the gender of anonymous users. This shows the possibility that profiling of cyberbullies can be done from the aspect of gender based on profanity usage. 2020-03 Conference or Workshop Item PeerReviewed text en cc_by_nc_4 http://eprints.sunway.edu.my/1358/1/Phoey%20Lee%20Teh%20How%20different%20genders%20ICCDA%202020.pdf Wong, Shang Cheong * and Teh, Phoey Lee * and Cheng, Chi-Bin (2020) How different genders use profanity on Twitter? In: ICCDA 2020: Proceedings of the 4th International Conference on Compute and Data Analysis, 9-12 March 2020, Silicon Valley, USA. http://doi.org/10.1145/3388142.3388145 doi:10.1145/3388142.3388145
spellingShingle QA75 Electronic computers. Computer science
Wong, Shang Cheong *
Teh, Phoey Lee *
Cheng, Chi-Bin
How different genders use profanity on Twitter?
title How different genders use profanity on Twitter?
title_full How different genders use profanity on Twitter?
title_fullStr How different genders use profanity on Twitter?
title_full_unstemmed How different genders use profanity on Twitter?
title_short How different genders use profanity on Twitter?
title_sort how different genders use profanity on twitter?
topic QA75 Electronic computers. Computer science
url http://eprints.sunway.edu.my/1358/
http://eprints.sunway.edu.my/1358/
http://eprints.sunway.edu.my/1358/
http://eprints.sunway.edu.my/1358/1/Phoey%20Lee%20Teh%20How%20different%20genders%20ICCDA%202020.pdf