빅데이터를 활용한 체육대학의 올바른 문화 확립을 위한 방안탐색

Abstract

Purpose: The purpose of this study is to analyze what kind of awareness the public has in the past and present through keywords related to the culture of training juniors in the physical education department by using big data analysis. Method: As a keyword for data search, keyword results for a culture of training juniors in 2011-2015 and 2016-2020, and the top 30 keywords were analyzed to compensate for the limitations of network simplification and network visualization centering on important nodes in the entire network. The N-gram network analysis and word cloud visualization were conducted in stages. Results: First, as a result of analyzing the top 10 keywords related to the culture of training juniors in the physical education department for the past 5 years from 2011 to 2015, the college of sports (3,454 cases), culture (2,167 cases), martial arts (1,696 cases), freshman (1,587 cases), seniors (1,415 cases), beatings (1,264 cases), military culture (1,093 cases), gatherings (968 cases), cigarettes (959 cases), and groups (784 cases) were found. Second, as a result of analyzing the top 10 keywords related to the culture of training juniors in the physical education department for the past 5 years from 2016 to 2020, the college of sports (2,636 cases), culture (2044 cases), freshmen (1,097 cases), norms (1,042 cases), clothing (568 cases), mobile phones (540 cases), anonymous (438 cases), privacy (409 cases), KakaoTalk (403 cases), and sanctions (399 cases) were found in the top 10. Conclusion: Ensuring individual autonomy among members, efforts to change the authoritarian order centered on professors, opening a violence-related grievance center in the department of physical education, and protecting students through an anonymous reporting system efforts to eradicate unfair culture from being inherited were suggested through regular surveys on the situation.