Ajou University repository

Identifying Stakeholder Perspectives on Data Industry Regulation in South Korea
Citations

SCOPUS

0

Citation Export

DC Field Value Language
dc.contributor.author이유현-
dc.contributor.author정일영-
dc.date.issued2021-09-
dc.identifier.issn2287-9099-
dc.identifier.urihttps://aurora.ajou.ac.kr/handle/2018.oak/35488-
dc.description.abstractThe popularity of social networking sites (SNS) has facilitated communication between users. The usage of SNS helps users in their daily life in various ways such as sharing of opinions, keeping in touch with old friends, making new friends, and getting information. However, some users misuse SNS to belittle or hurt others using profanities, which is typical in cyberbullying incidents. Thus, in this study, we aim to identify profane words from the ASKfm corpus to analyze the profane word distribution across four different roles involved in cyberbullying based on lexicon dictionary. These four roles are: harasser, victim, bystander that assists the bully, and bystander that defends the victim. Evaluation in this study focused on occurrences of the profane word for each role from the corpus. The top 10 common words used in the corpus are also identified and represented in a graph. Results from the analysis show that these four roles used profane words in their conversation with different weightage and distribution, even though the profane words used are mostly similar. The harasser is the first ranked that used profane words in the conversation compared to other roles. The results can be further explored and considered as a potential feature in a cyberbullying detection model using a machine learning approach. Results in this work will contribute to formulate the suitable representation. It is also useful in modeling a cyberbullying detection model based on the identification of profane word distribution across different cyberbullying roles in social networks for future works.-
dc.language.isoEng-
dc.publisher한국과학기술정보연구원-
dc.titleIdentifying Stakeholder Perspectives on Data Industry Regulation in South Korea-
dc.typeArticle-
dc.citation.endPage30-
dc.citation.number3-
dc.citation.startPage14-
dc.citation.titleJournal of Information Science Theory and Practice-
dc.citation.volume9-
dc.identifier.bibliographicCitationJournal of Information Science Theory and Practice, Vol.9 No.3, pp.14-30-
dc.identifier.doi10.1633/JISTaP.2021.9.3.2-
dc.subject.keyworddata policy-
dc.subject.keyworddata industry-
dc.subject.keyworddata regulation-
dc.subject.keywordQ methodology-
dc.subject.keywordfocus group interviews-
dc.type.otherArticle-
Show simple item record

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

Related Researcher

Lee, Youhyun Image
Lee, Youhyun이유현
Department of Public Administration
Read More

Total Views & Downloads

File Download

  • There are no files associated with this item.