Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application
Purpose The purpose of this study is to analyze issues of sexual violence case in sports field reported in the press by using spline function model and text mining. In specific, spline function model is used to measure social interest level based on issue attention cycle theory and figure out the fl...
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| Format: | Article |
| Language: | Korean |
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Korea Institute of Sport Science
2021-03-01
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| Series: | Cheyuk gwahag yeon-gu |
| Subjects: | |
| Online Access: | http://kjss.sports.re.kr/upload/pdf/KISS_2021_v32n1_13.pdf |
| _version_ | 1811233866401185792 |
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| author | Hyo-Jun Yun |
| author_facet | Hyo-Jun Yun |
| author_sort | Hyo-Jun Yun |
| collection | DOAJ |
| description | Purpose The purpose of this study is to analyze issues of sexual violence case in sports field reported in the press by using spline function model and text mining. In specific, spline function model is used to measure social interest level based on issue attention cycle theory and figure out the flow of issues by applying text mining. Methods Study material is 2,660 news articles reported from January 1, 2017 to December 31, 2019 and press DB(Big Kinds) of Korea Press Foundation is used to collect study material. Results Social interest level on sexual violence case in sports field is dramatically increased due to disclosure of Sim player starting from Me Too movement started from the culture and art world. Because of this, as structural problem in sports field arises, social interest level comes to a climax, and then it was founded that the government’s countermeasures establishment and special audits by the Ministry of Education were in progress. From the perspective of the issue attention cycle, it has the stages of latent-occurrence-rising-decision-decay-disappearance, but the period from rising to declining is short, so it corresponds to a breaking issue attention cycle. Conclusion This study examines the progress of sexual violence case in sports field from rising to disappearance in the perspective of the issue attention cycle. With this incident, the world of sports is establishing sports ethics center and proceeding policies such as Basic Sports Act, and the future studies need to review the effectiveness of this policy. |
| first_indexed | 2024-04-12T11:27:25Z |
| format | Article |
| id | doaj.art-6b2d89dc33a341bda50781bdd57df5e0 |
| institution | Directory Open Access Journal |
| issn | 1598-2920 2233-7938 |
| language | Korean |
| last_indexed | 2024-04-12T11:27:25Z |
| publishDate | 2021-03-01 |
| publisher | Korea Institute of Sport Science |
| record_format | Article |
| series | Cheyuk gwahag yeon-gu |
| spelling | doaj.art-6b2d89dc33a341bda50781bdd57df5e02022-12-22T03:35:11ZkorKorea Institute of Sport ScienceCheyuk gwahag yeon-gu1598-29202233-79382021-03-01321132210.24985/kjss.2021.32.1.13496Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining applicationHyo-Jun YunPurpose The purpose of this study is to analyze issues of sexual violence case in sports field reported in the press by using spline function model and text mining. In specific, spline function model is used to measure social interest level based on issue attention cycle theory and figure out the flow of issues by applying text mining. Methods Study material is 2,660 news articles reported from January 1, 2017 to December 31, 2019 and press DB(Big Kinds) of Korea Press Foundation is used to collect study material. Results Social interest level on sexual violence case in sports field is dramatically increased due to disclosure of Sim player starting from Me Too movement started from the culture and art world. Because of this, as structural problem in sports field arises, social interest level comes to a climax, and then it was founded that the government’s countermeasures establishment and special audits by the Ministry of Education were in progress. From the perspective of the issue attention cycle, it has the stages of latent-occurrence-rising-decision-decay-disappearance, but the period from rising to declining is short, so it corresponds to a breaking issue attention cycle. Conclusion This study examines the progress of sexual violence case in sports field from rising to disappearance in the perspective of the issue attention cycle. With this incident, the world of sports is establishing sports ethics center and proceeding policies such as Basic Sports Act, and the future studies need to review the effectiveness of this policy.http://kjss.sports.re.kr/upload/pdf/KISS_2021_v32n1_13.pdfsports filedsexual violencespline function modelissue attention cycletext mining |
| spellingShingle | Hyo-Jun Yun Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application Cheyuk gwahag yeon-gu sports filed sexual violence spline function model issue attention cycle text mining |
| title | Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application |
| title_full | Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application |
| title_fullStr | Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application |
| title_full_unstemmed | Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application |
| title_short | Issue analysis on sexual violence case in sport field reported in the press: Spline function model and text mining application |
| title_sort | issue analysis on sexual violence case in sport field reported in the press spline function model and text mining application |
| topic | sports filed sexual violence spline function model issue attention cycle text mining |
| url | http://kjss.sports.re.kr/upload/pdf/KISS_2021_v32n1_13.pdf |
| work_keys_str_mv | AT hyojunyun issueanalysisonsexualviolencecaseinsportfieldreportedinthepresssplinefunctionmodelandtextminingapplication |