• International Journal of Computer Science & Network Security
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• 제22권10호
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• pp.246-256
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• 2022

Recently, parents and teachers consider physical education as a minor subject for students in elementary and secondary schools. Physical education performance has become increasingly significant as parents and schools pay more attention to physical schooling. The sports mining with distribution analysis model considers different factors, including the games, comments, conversations, and connection made on numerous sports interests. Using different machine learning/deep learning approach, children's athletic and academic interests can be tracked over the course of their academic lives. There have been a number of studies that have focused on predicting the success of students in higher education. Sports interest prediction research at the secondary level is uncommon, but the secondary level is often used as a benchmark to describe students' educational development at higher levels. An Automated Student Interest Prediction on Sports Mining using DL Based Bi-directional Long Short-Term Memory model (BiLSTM) is presented in this article. Pre-processing of data, interest classification, and parameter tweaking are all the essential operations of the proposed model. Initially, data augmentation is used to expand the dataset's size. Secondly, a BiLSTM model is used to predict and classify user interests. Adagrad optimizer is employed for hyperparameter optimization. In order to test the model's performance, a dataset is used and the results are analysed using precision, recall, accuracy and F-measure. The proposed model achieved 95% accuracy on 400^th instances, where the existing techniques achieved 93.20% accuracy for the same. The proposed model achieved 95% of accuracy and precision for 60%-40% data, where the existing models achieved 93% for accuracy and precision.

• 디지털융복합연구
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• 제19권5호
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• pp.423-432
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• 2021

본 연구 목적을 달성하기 위해 본 연구에서는 부산광역시 소재중인 남학생을 대상으로 편의표본추출법을 이용하여 410명의 표본을 선정하였다. 최종적으로 370명의 자료를 SPSS statistics 25.0 프로그램을 이용하여 빈도분석, 탐색적 요인분석, Cronbach's α 계수 산출, 상관관계분석을 통해 조사도구의 신뢰도와 타당도를 검증하였다. 가설검증을 위해 중다회귀분석을 실시하였으며, 이에 따른 결과는 다음과 같다. 첫째, 스포츠교육모형을 적용한 중학교 축구클럽활동 참여 학생의 역할인식은 책임감에 부분적으로 긍정적인 영향을 미치는 것으로 나타났다. 둘째, 스포츠교육모형을 적용한 중학교 축구클럽 활동 참여 학생의 역할인식은 자기주도 학습에 부분적으로 긍정적인 영향을 미치는 것으로 나타났다. 마지막으로 스포츠교육모형을 적용한 중학교 축구클럽 활동 참여 학생의 책임감은 자기주도 학습에 부분적으로 긍정적인 영향을 미치는 것으로 나타났다. 따라서 체육교사는 학생들이 축구 수업에서 다양한 역할경험을 통해 자신에게 적합한 역할을 선택하여 보다 능동적인 학습이 이루어질 수 있도록 해야 할 것이다.

• 한국산학기술학회논문지
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• 제20권2호
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• pp.552-561
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• 2019

본 연구에서는 해양 레저스포츠 체험센터가 제공하는 안전교육과 응급처치 대처능력, 체험만족도에 관한 구조적 관계 모형 검증을 규명하기 위하여 K도 S시에 위치한 해양레저스포츠 체험센터를 이용하는 남녀 307명을 대상으로 조사하였다. 자료수집기간은 지난해 6월 15일부터 8월 30일까지 조사를 받았다. 수집된 데이터는 SPSS/PC+ 20.0 및 Amos 16.0에 의해 통계적으로 분석되었다. 연구결과는 다음과 같다. 첫째, 해양레저스포츠 체험센터가 제공하는 안전교육이 응급처치 대처능력에 영향을 미치는 것으로 나타났다(t=3.425, p<.001). 둘째, 해양레저스포츠 체험센터의 안전교육은 체험 만족도에 영향을 미치는 것으로 나타났다(t=3.751, p<.001). 셋째, 해양레저스포츠 체험센터의 응급처치 대처능력은 체험 만족도에 영향을 미치는 것으로 나타났다(t=6.781, p<.001). 본 연구의 가설 검정을 위한 측정모형은 적합지수 .90이상으로 적합한 것으로 나타났다(GFI=.978, NFI=993, CFI=984). 이러한 연구 결과를 감안할 때, 해양 레저스포츠 체험센터를 이용하는 고객들은 의무적으로 안전교육을 받아야 해양 레저스포츠를 보다 안전하게 즐길 수 있고, 삶의 질을 높일 수 있기 때문에 안전교육 확대가 필요할 것으로 사료된다.

• 한국학교ㆍ지역보건교육학회지
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• 제12권3호
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• pp.101-109
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• 2011

The purpose of this article is to introduce the Sports, Play, and Active Recreation for Kids (SPARK) physical education curriculum. SPARK is a model for health-related, research-based and evidence-based physical education programs in the United States. The outcome of school physical education can relate to public health, but there exists few evidence-based physical education programs reporting health-related variables. School physical education can provide more opportunities for children and adolescents to be physically active and to learn more about healthy lifestyles. However, physical education programs have been cut and eliminated due to lack of funding in the U.S. as in South Korea. Although facing these problems, SPARK programs have been implemented in over 50% of schools, after school programs and coordinated school health programs in the U.S. This article reviewed: (a) background information of the SPARK program, (b) examples of effective interventions, and (c) methods of dissemination to schools nationally in the U.S. The methods showed in SPARK may use as a model for researching, developing and implementing new physical education(PE) program and after school programs in Korea.

• 자연과학논문집
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• 제14권2호
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• pp.115-131
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• 2004

The purpose of this study was to investigate the differences of sports involvement and consumer attitude on fashion advertisement using sports star models(CAATTM) according to demographics and to investigate the effect of sports involvement to CAATTM. The subjects selected for final analysis were 398 adults living in Daejeon. The statistics used for analysis included factor analysis, ANOVA, multiple range test, regression, $Cronbach'\alpha$, and frequency. The results were as follow: 1. Sports Involvement was divided Cognitive Sports Involvement(CSI) and Emotional Sports Involvement(ESI). The CSI and ESI were different according to sex. And CSI was different according to age, education level and marriage status. 2. CATTM was divided into three factors: Emotional Attitude(EA), Cogitive Attitude(CA), and Ethical Attitude(ETA). CA was different according to sex, age, income, and marriage status. 3. The sports involvement affected CAATTM. People who were high in CSI and ESI showed high attitude in EA and CA.

• 유통과학연구
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• 제21권4호
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• pp.103-111
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• 2023

Purpose: The purpose of this study was to analyze Korean sports consumers' intention to stay using online sports products and services through online sports distribution platforms or return to using sports facilities and services in person. Research design, data and methodology: This study set up two models measuring consumers' recognition, attitude, and purchase intention toward online sports products and services based on involvement theory. An online survey was conducted and a total of 2,263 consumers participated in this study. Male participants were 1,256(55.5%) and female participants were 1,007(44.5%). Descriptive statistics were performed, and a path analysis was utilized to analyze the proposed model using SPSS 26 and SAS. Results: The results revealed two proposed models used in this study supported that consumers' online sports product and service recognition leads to a positive attitude toward online sports products and services. Moreover, consumers' positive online sports product and service attitudes were shown to lead to positive intentions to purchase online sports products and services. Conclusions: The findings revealed the recognition of consumers' online sports products and services led to positive attitudes and behavioral intentions. Implications were provided by suggesting the sports industry stick to developing online sports products and services until the endemic of COVID-19 is declared.

• 한국의상디자인학회지
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• 제9권1호
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• pp.203-219
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• 2007

The education chance and job opportunity of women have increased in the 19th century. Also, women tried to get the right and chance equal to men in this period. Therefore, the population of women participating in the sports have increased. And comfortable and practical pantaloons which men have been wearing were suggested to women. This study investigated the characteristics and change of women's sports wear relating to social change in the 19th century. The results of this study were as follows: 1. According to the social change, women participated in the sports activities with the opportunity equal to men, and the appropriate women's sports wear was needed. 2. Pantaloons which were suggested as the clothing reform movement became popular with the development of sports wear. 3. Simple, effective, comfortable and easy style sports wear was preferred. 4. Women accepted men's sports wear positively. 5. The women's sports wear varied according to the various kinds of sports. 6. The healthful design was preferred and harmful design was excluded. 7. Underwear was improved functionally and simplified. 8. The main materials were flannel, wool, tweed, homespun and serge, and the mail colors were brown, dark blue, gray and black.

• 한국체육학회지인문사회과학편
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• 제55권5호
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• pp.291-306
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• 2016

본 연구에서는 여가스포츠 참여자 중 웨어러블 디바이스 사용자와 잠재적 사용자를 대상으로 하여 스포츠몰입(Sports Commitment)과 웨어러블 디바이스 수용의도 간의 관계를 UTAUT 모델을 활용하여 분석하였다. 편의표본추출법을 사용하여 표집된 239부의 설문지가 최종적으로 사용되었으며, SPSS 21과 AMOS 20 프로그램을 통해 분석하였다. 도출된 결과는 첫째, UTAUT 주요 4개 변인은 웨어러블 디바이스 수용의도와 사용행동에 유의한 영향을 미쳤으나 스포츠몰입 변인은 수용의도에 유의한 영향을 미치지 않았다. 둘째, 스포츠몰입과 웨어러블 디바이스 수용의도 간의 인과관계 사이에서 UTAUT 주요변인의 완전매개효과가 검증되었다.

• 디지털융복합연구
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• 제16권6호
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• pp.449-462
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• 2018

이 연구는 스포츠산업 분야 인재인 스포츠마케터 양성을 위한 역량기반 융합형 교육과정을 개발하는데 있다. 이를 위해 문헌조사, 심층인터뷰 및 직무분석을 실시하여 스포츠마케터가 되기 위한 필요 역량을 도출하고 역량 프로파일을 작성한 다음 전문가 검증을 거쳐 역량모델을 개발하였다. 스포츠마케터 역량모델은 경력유형별로 스포츠마케팅/PR과 스포츠이벤트로 구분하였으며 공통기본역량은 스포츠마인드 등 6개, 전문역량은 스포츠스폰서십 등 12개로 나타났다. 역량모델을 기반으로 개발된 스포츠마케터 교육과정은 스포츠산업의 이해, 스포츠마케팅커뮤니케이션, 스포츠관련 법률, 스포츠시설의 이해, 스포츠시설의 경영, 스포츠스폰서십, 스포츠미디어, 스포츠라이선싱, 스포츠에이전트, 이벤트 기획, 이벤트 운영, 제안서 작성법, 스포츠이벤트 현장실습으로 구성되었다. 개발된 스포츠마케터 양성 교육과정은 스포츠산업 관련 대학, 민간교육 기관에 활용되어 스포츠산업 인재 양성 및 보급에 기여할 것이다.

• 한국환경교육학회지:환경교육
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• 제12권1호
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• pp.189-204
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• 1999

Recently, the interest in artificial environment made by mankind as well as natural environment has been increased. This interest in the environment began to be reflected in the physical education, which environmental problems affect modern people's living quality as a crucial factor affecting directly or indirectly our life. Furthermore, since we entered the era of mass sports the physical education subject has dealt with destruction of natural environment by constructing golf courses, ski slopes, etc., destruction of ecosystem by water sports, mountaineering sports, aero sports, etc., and noise pollution near the sport facilities. Therefore, the purpose of this paper is to examine the means to reinforce environmental education in many ways in the physical education concerning environmental problems. For this purpose this paper analyzed the contents of the 7th curriculum for physical education which can be thought to be teaching materials for environmental education, and described the contents in detail. Also, this paper established the orientation and goals of environmental education in the physical education subject and examined some important teaching and learning methods. In addition, this paper suggested some considerations concerning environmental education and a textbook model for the development of physical education textbooks connecting with the 7th curriculum for physical education, which is to suggest a means to connect physical education with environmental education smoothly. The physical education has an attribute that its activities like swimming, climbing mountains, and camping are performed outdoor. The physical activities in the physical education are, of course, performed in the environment, so we had better implement the environmental education including such physical activities at the same time with physical education. Also, there should be efforts so that the education through environment, the education about environment, and the education in the environment can be implemented along with the physical education.