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Application of Social Big Data to Identify Trends of School Bullying Forms in South Korea
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Hayoung | - |
dc.contributor.author | Han, Yoonsun | - |
dc.contributor.author | Song, Juyoung | - |
dc.contributor.author | Song, Tae Min | - |
dc.date.accessioned | 2024-05-27T08:36:15Z | - |
dc.date.available | 2024-05-27T08:36:15Z | - |
dc.date.created | 2020-04-01 | - |
dc.date.issued | 2019-07-02 | - |
dc.identifier.citation | International Journal of Environmental Research and Public Health, Vol.16 No.14, p. 2596 | - |
dc.identifier.issn | 1661-7827 | - |
dc.identifier.uri | https://hdl.handle.net/10371/203768 | - |
dc.description.abstract | As the contemporary phenomenon of school bullying has become more widespread, diverse, and frequent among adolescents in Korea, social big data may off er a new methodological paradigm for understanding the trends of school bullying in the digital era. This study identified Term Frequency-Inverse Document Frequency (TF-IDF) and Future Signals of 177 school bullying forms to understand the current and future bullying experiences of adolescents from 436,508 web documents collected between 1 January 2013, and 31 December 2017. In social big data, sexual bullying rapidly increased, and physical and cyber bullying had high frequency with a high rate of growth. School bullying forms, such as "group assault" and "sexual harassment", appeared as Weak Signals, and "cyber bullying" was a Strong Signal. Findings considering five school bullying forms (verbal, physical, relational, sexual, and cyber bullying) are valuable for developing insights into the burgeoning phenomenon of school bullying. | - |
dc.language | 영어 | - |
dc.publisher | Multidisciplinary Digital Publishing Institute (MDPI) | - |
dc.title | Application of Social Big Data to Identify Trends of School Bullying Forms in South Korea | - |
dc.type | Article | - |
dc.identifier.doi | 10.3390/ijerph16142596 | - |
dc.citation.journaltitle | International Journal of Environmental Research and Public Health | - |
dc.identifier.wosid | 000480659300149 | - |
dc.identifier.scopusid | 2-s2.0-85070964556 | - |
dc.citation.number | 14 | - |
dc.citation.startpage | 2596 | - |
dc.citation.volume | 16 | - |
dc.description.isOpenAccess | Y | - |
dc.contributor.affiliatedAuthor | Han, Yoonsun | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.subject.keywordPlus | FUTURE SIGN | - |
dc.subject.keywordPlus | AGGRESSION | - |
dc.subject.keywordPlus | DEFINITION | - |
dc.subject.keywordAuthor | school bullying forms | - |
dc.subject.keywordAuthor | social big data | - |
dc.subject.keywordAuthor | TF-IDF | - |
dc.subject.keywordAuthor | Future Signals | - |
dc.subject.keywordAuthor | South Korea | - |
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