소셜 빅데이터를 활용한 한국 남녀 프로골프대회 텍스트마이닝 비교 분석

곽규훈,오원근 한국골프학회 2020 골프연구 Vol.14 No.2

[목적] 한국의 프로골퍼를 스타마케팅으로 활용할 수 있는 자료를 제공하는 측면에서 한국 프로골퍼 이미지를 수요자 중심으로 객관화시키는 목적으로 본 연구에서는 소셜 빅테이터를 활용하여 한국 남녀 프로골프대회 키워드로 텍스트마이닝을 비교 분석하 였다. [방법] 결과 도출을 위해 2008년도부터 2018년도까지 시간적 범위를 설정한 후, 한국 남녀 프로골프대회 키워드로 관련 기 사 및 댓글을 자료로 수집하여 텍스트마이닝, 의미연결망, 소셜데이터 분석을 실시하였다. [결과] 도출된 결과를 살펴보면, 첫째 언론기사의 텍스트 출현은 여자 프로골퍼의 빈도가 높았다. 둘째 연도별 남녀 프로골프선수 빈도는 여자 프로골퍼 상위 10위 선 수의 키워드가 상대적으로 높았으며, 여자는 상승패턴, 남자는 하락패턴 경향을 보였다. 셋째, 남녀 프로골프선수의 의미연결망 분석에서는 여자프로골퍼들이 강한 군집 연결망을 보였으며 해외 선수들의 관련 내용을 중심으로 네트워크가 강하게 구성되었다. 넷째 소셜빅데이터 분석에서는 남자가 부정적, 여자가 긍정적으로 강한 의미성을 보였다. [결론] 골프산업 기업들이 선수를 후원 하거나 스타마케팅 정책을 수립한다면, 해외파 여자 프로골퍼의 종합적 이미지가 팬들에게 호감을 줄 수 있어 이들을 선택하는 것이 소비자를 고려한 마케터의 최선책이라는 결론을 도출하였다. [Purpose] In order to provide data that uses Korean professional golfers as star marketing, this study analyzed text mining with keywords of Korean male and female professional golf tournaments using social big data, with the goal of objectively objectifying the professional golfer image projected on consumers. [Method] In order to derive the results, after setting the time range from 2008 to 2018, the related news articles and comments were collected with keywords of the Korean men and women professional golf competition, and text mining, semantic network analysis, and network analysis were conducted. [Result] According to the results, first, texts in the press articles appeared more frequently for female professional golfers. Second, the frequency of press articles on male and female professional golfers by year was relatively high in the keywords of the top 10 female professional golfers with the trend going upward for women and downward for men. Third, in the analysis of the semantic network of male and female professional golfers, female professional golfers showed a strong network of connections, and the network was strongly composed around the relevant content of overseas players. Fourth, in the analysis of social big data, males had significant negative significance and females had significant significance. [Conclusion] It is concluded that, when companies in the golf industry sponsor players or establish a star marketing policy, since the overall image of overseas women's professional golfers can appeal more to fans, they should choose them, which is deemed the best option for marketers considering consumers.

골프선수의 스포츠 정신력 측정도구 적합도 검증

곽규훈,곽한병 한국스포츠학회 2017 한국스포츠학회지 Vol.15 No.3

본 연구는 골프선수들을 대상으로 Rasch모형을 적용하여 스포츠 정신력 측정도구(4요인 20문항)의 적합도와 타당성을 검증하기 위한 목적으로 진행되었다. 이러한 목적을 달성하기 위하여 전국의 골프선수를 모집단으로 설정한 다음 편의표집법을 활용하여 연구협조의사를 밝힌 서울과 경기, 대전 및 대구지역에 거주하고 있는 골프선수를 대상으 로 자료를 수집하였으며 총 405부의 자료가 연구에 활용되었다. 연구목적에 따라 WINSTEP 3.65를 이용하여 PCAR 및 적합성 검증을 실시하였으며 다음과 같은 결과를 도출하였다. 첫째, 문항의 응답범주는 5점 범주 대신 3점 범주가 적 절한 응답범주로 나타났다. 둘째, 문항의 적합성에서는 전제 20문항 중 14문항이 적합하게 나타난 반면 6문항이 부적 합한 것으로 나타났다. 셋째, 문항의 문항 및 응답신뢰도는 골프선수를 대상으로 양호한 것으로 나타났다. The purpose of this study was to investigate item goodness-of-fit of Scale, Rasch rating scale model was applied to 4 dimensions 20 items of the Sport Mental Power Scale(SMPS) in a sample of Golf player(n=405). An assumption to test Rasch Model, which is satisfaction of unidimensionality, is regarded through PCAR test, and WINSTEPS 3.65 program is used to test the goodness-of-fit of items. The results of this study were: First, 3-point rating category was appropriate for the SMPS instead of the existing 5-point rating category. Second, as a result of analyzing the goodness-of-fit of the items, 14 items of the SMPS were suitable, but 6 items were not. Third, the item reliability of person separation and the person reliability of item separation of the SMPS was acceptable.

초등학생의 자기주도적 학습에 미치는 줄넘기 활동의 재미 요인 : 줄넘기 학원 참여 여부에 따른 조절효과 검증

곽규훈 한국스포츠융복합정보학회 2024 스포츠융복합정보학회지 Vol.4 No.1

This study aimed to identify the enjoyment factors in jump rope activities that influence self-directed learning among elementary school students and to verify the moderating effect of participation in jump rope academies. Data were collected from 264 elementary school students in Gyeonggi-do who either attended a jump rope academy or participated regularly in jump rope activities. Based on the analysis, the following conclusions were drawn. First, the factors of enjoyment in jump rope activities that affect self-directed learning were identified. Motivation and cognitive factors of self-directed learning were found to be related to the enjoyment factors of recognition, health, and interest. Recognition, interest, and health, in that order, showed the highest contribution levels. Therefore, to enhance self-directed learning among elementary students, it is necessary to increase awareness and perceptions of recognition, interest, and health benefits through jump rope activities. Second, the analysis of the moderating effect of participation in jump rope academies indicated that academy participation did not have a moderating effect. Consequently, regular participation in jump rope activities, rather than academy involvement, is important.

Rasch 모형을 적용한 중국 골프장 선택인식 측정 척도 개발 및 탐색

곽규훈,박해원 한국골프학회 2020 골프연구 Vol.14 No.4

[목적] 이 연구는 한국인에게 맞는 중국 골프장 선택인식 측정 척도를 개발하고 타당화를 하는데 연구의 목적이 있 다. [방법] 중국 골프장 참여 경험이 있는 아마추어 골퍼를 연구대상으로 선정하였다. 연구에 사용된 문항은 사전 연 구와 전문가 집단에 의해 내용타당도가 확보된 문항을 구성하였다. 구성된 문항은 Rasch 모형을 적용하여 척도의 타 당도를 검증하였다. 자료처리는 Winsteps 프로그램을 이용하였다. [결과] 첫째, 연구에 사용된 5점 척도의 응답범주 는 적절한 것으로 나타났다. 둘째, 성별에 따른 차별기능문항을 분석한 결과 8문항(1번, 2번, 8번, 12번, 13번, 14번, 15번, 16번)에서 부적한 것으로 나타나 제거하였다. 셋째, 문항의 적합도를 검증한 결과 모든 문항에서 수용기준을 만족하는 것으로 나타났다. 넷째, 개인능력과 문항곤란도를 탐색한 결과 평균으로부터 적적하게 분포한 것으로 나타 났다. [결론] 최근 중국 내 골프 인기가 증가함에 따라 외국인 골프 관광객을 유입시키기 위한 중국 내 많은 골프장 이 다양한 노력을 하고 있는 현실이다. 이러한 관점에서 이 연구 결과는 한국인의 중국 내 골프장 선택과정을 위한 기초자료로 활용되길 기대한다. [Purpose] The purpose of this study is to develop and explore the measurement scale of Chinese golf course selection recognition by applying the Rasch rating scale model. [Method] To this end, Korean golfers who use golf courses in China were selected as the subject of the study. The question was composed in terms of content validity by a group of experts, and the validity of the scale was verified by applying the Rasch rating scale model. [Result] As a result, a Chinese golf course selection recognition measurement scale was developed that satisfies the acceptance criteria in the distribution of the suitability of the response category, the item suitability of the discriminatory function question, and the individual ability and difficulty of the subject. [Conclusion] Recently, as the popularity of golf in China has increased, the reality is that many golf courses in China are making various efforts to attract foreign golf tourists. From this point of view, we hope that the results of this study will be used as basic data for the Korean golf course selection process in China.

의미연결망 분석을 이용한 골프연구 동향

곽규훈 한국체육측정평가학회 2020 한국체육측정평가학회지 Vol.22 No.2

The purpose of research is to identify the trends in golf research using Semantic Network Analysis. Specifically, this study analyzed the key keywords of the annually realeased research subjects related to the golf industry of Korean golf research, and secondly, identified the characteristics of semantic network analysis according to the similarity index setting. Third, the core keyword meaning network characteristics of the research topic were identified based on the similarity index . For this reaserch, 308 thesis from 2013 to 2019 were selected as subjects of analysis among the academic journals of the Korea Golf Association, which publishes only golf research topics. And based on the Korean abstract, keyword data was established and refining and coding were carried out. The data processing is applied with Python package KoNLPy, and the results are as follows. First, the keywords for research topics related to the golf industry totally 3.85 and the average frequency of words was 12, with keywords for golf, analysis, players, participation, sports, golf courses, swings, games, leaders and consumption appearing more frequently. And it showed annual differences in the rankings of key keywords. Second, as a result of analyzing the semantic network per similarity-index using Pearson correlation coefficient, setting the correlation coefficient of 0.1 showed the best way to explain the cluster type between keywords. Third, the semantic network between golf, analysis, player, participation, exercise, golf course, performance, swing, leader and consumption keyword was divided into competition and athletic participation. In other words, golf research has identified that the direction of the research has been set according to the subject, positioning the knowledge structure. Hence, in order to establish the identity of golf, future research must be conducted in various academic range, including the development of original technologies that can be carried out in humanities, economics and convergence research in advance and it can create a systematic knowledge structure of the golf industry. 본 연구는 의미연결망 분석을 활용하여 골프연구의 동향을 파악하는데 목적이 있다. 구체적으로 본 연구는 첫째, 한국 골프연구의 연도별 발표된 골프산업 관련 연구주제의 핵심 키워드를 분석하였으며 둘째, 유사성 지수별 설정에 따라 의미연결망 분석의 특징을 확인하였다. 셋째, 설정한 유사성 지수에 의한 연구주제의 핵심 키워드 의미연결망 특성을 파악하였다. 이를 위해 골프연구 주제만 발간하는 한국골프학회 학술지 중 국문초록이 연구재단에 등록된 2013년부터 2019년도까지 게재된 308편 논문을 분석대상으로 선정하였다. 그리고 국문초록을 토대로 키워드 데이터를 구축하였으며 정제 및 코딩 작업을 진행하였다. 자료처리는 파이썬 패키지 KoNLPy를 적용하였으며 결과는 다음과 같다. 첫째, 골프산업 관련 연구주제 핵심 키워드는 총 3,85개, 단어 평균빈도는 12개로 나타나면서 골프, 분석, 선수, 참여, 운동, 골프장, 스윙, 경기, 지도자, 소비의 키워드 출현빈도가 높았다. 그리고 핵심 키워드의 순위에서 연도별 차이를 보였다. 둘째, 피어슨 상관계수를 활용한 유사성 지수별 의미연결망 분석을 실시한 결과, 상관계수 0.1을 설정하는 것이 키워드 간 군집형태를 최적으로 설명할 수 있는 형태를 보였다. 셋째, 골프, 분석, 선수, 참여, 운동, 골프장, 경기력, 스윙, 지도자, 소비 키워드 간 의미연결망에서는 경기와 운동 참여로 구분되었다. 즉 골프연구는 대상자에 따라 연구의 방향이 설정되어 해당 지식구조를 형성하고 있음을 규명하였다. 따라서 골프의 정체성을 확립시키기 위해서는 향후 연구들이 인문학, 경제학, 융복합 연구에서 수행될 수 있는 원천기술 개발 등 다양한 학문영역에서 진행되어야 골프산업의 체계적인 지식구조를 창출할 수 있을 것이다.

중고등부 골프선수의 체력 및 비거리 검사를 위한 준거지향 기준 설정

곽규훈(Kwak, Kyu-Hoon),최재일(Choi, Jae-Il) 한국체육과학회 2020 한국체육과학회지 Vol.29 No.4

This study is meaningful to distinguish the standard setting criteria for physical strength and driving distance tests into excellent and non excellent players through ROC analysis in order to increase the training efficiency of improving the performance of boys’ golfers in middle and high school. Among the high school boys’ golf players, 20 excellent players and 20 non-excellent players were selected. After that, they measured endurance, muscle strength, balance, flexibility, actual distance, and head speed by a single blind method, and set a standard values by ROC analysis. According to the results, there was a difference in the level of performance while there was a correlation between physical strength and driving distance of boy’s in middle and high school, And the standard value was set to sit up is 37.41, the step test is 72.35, the back strength is 120.52, the grip strength is 37.65, the balance is 44.75, the flexibility is 11.86, the actual distance is 223.75, and the head speed is 104.78. There was no problem with the sensitivity, specificity and accuracy of the ROC analysis. In order to conduct efficient training for boys golfers in middle and high school. if the trining goal is set to whether or not the standard value is achieved, It will be effective training, And the training sequence is balance, flexibility, head speed, grip strength, actual distance, step test, back strength, sit up. If you do it in the up order, it will be systematic training.

남자 노인의 골프 수행력 향상을 위한 연구 : 동적 준비운동을 중심으로

곽규훈(Kyu-Hoon Kwak),정채원(Tchae-Won Jeong) 한국엔터테인먼트산업학회 2020 한국엔터테인먼트산업학회논문지 Vol.14 No.7

Koreas golf fever is as good as the United States, Europe and Japan, which are called golf powers. The senior golf population over 55 years old has exceeded 2.5 million, and they are more interested in improving golf performance than participating in golf. So, this study aims to emphasize the importance of dynamic preparation exercise by identifying the effects of dynamic preparation exercise on golf physical strength and golf batting in order to suggest a way to help the elderly mens golf performance. The experimental group(n=13) and the control group(n=14) were divided into two groups and repeated measurements were conducted by two-way ANOVA with pre- and post-design. As a result of the analysis, the flexibility factor showed a positive effect on golf physical strength, and in golf batting, head speed, distance, and attack angle showed interaction effect, which led to the conclusion that dynamic preparation exercise helped the golf performance of the elderly male. Therefore, the continuous dynamic preparation exercise led to positive transition to head speed and attack angle due to the increase in the flexibility of the body, which led to the improvement of distance and the increase in performance level.

여자 골프대회의 컷 통과 기준에 영향을 미치는 경기력 기술요인 분석

곽규훈(Kwak, Kyu-Hoon),박해원(Park, Hae-Won) 한국체육과학회 2020 한국체육과학회지 Vol.29 No.2

The purpose of this study is to analyze the technical factors affecting the cut-pass standard by using the data of the Korea Women’s Open Golf Championship and to provide information to improve the performance level of Korean women’s professional golfers. Kia Motors Korea Women’s Open Competition held in June 2019 was selected as a research data. After setting the group according to the cut-pass or not, an independent t-test was conducted to analyze the difference in performance skill factors among the groups. The analysis was performed using the SPSS 22.0 program. The two group showed differences in the average putt, average buddy rate, green hit rate, par save rate, par break rate, and recovery rate. The higher the recovery rate, the greater the likelihood of passing the cut. Therefore, efforts to improve the recovery rate will be necessary for a high level of performance.

중요타자의 참가지지가 시니어 남자 골프선수의 자아존중감, 참가노력 및 지속참가의사에 미치는 영향

곽규훈(Kwak, Kyu-Hoon),정구영(Jung, Goo-Young),성용석(Sung, Yong-Suk) 한국체육과학회 2019 한국체육과학회지 Vol.28 No.2

This study aims to define the effects of important others` participation support on senior male golf players` self-esteem, their efforts for participation, their continuous participation intention. To that end, this study analyzed the survey data of 1 02 participants in KPGA Champions Tour held in April 2018. The following conclusion thus was reached. First, family support had positive effects on the self-pride of self-esteem, on all sub-factors of efforts for participation, and on continuous participation intention. Further, friends and colleagues` support had positive effects only on a change to passion for efforts for participation and on partner search factors, thus suggesting that, in important others` participation support, the family support factor is the most important for senior male golf players. Second, in senior male golf players` self-esteem, the self-pride factor had positive effects on all sub-factors of continuous participation intention and efforts for participation, and the self-satisfaction factor of self-esteem had positive effects only on the partner search factor of efforts for participation, suggesting that the self-pride of self-esteem worked importantly for senior male golf players. Third, in senior male golf players` efforts for participation, partner search and monetary factors had positive effects on continuous participation intention, suggesting that the stronger the inclination of homogeneous group is and yet the more effective the economic help is, positive effects are created to bring on continuous participation in competitions. Hence, it is concluded that, for senior male golf players to continue to participate in competitions, family support and self-esteem improvement are important, and this makes it possible to reactivate the player`s life and to seek the individual`s happiness.

개인적 특성을 군집한 줄넘기 재미가 초등학생의 자기주도적 학습에 미치는 영향

곽규훈 ( Kwak Kyuhoon ),이준우 ( Lee Junwoo ) 대한체육학회 2021 대한스포츠융합학회지 (jcses) Vol.19 No.2

The purpose of this study was to investigate the effect of the fun of jumping rope, which clustered individual characteristics, on the self-directed learning of elementary school students, and to suggest strategies to induce voluntary actions of jumping rope participation in consideration of the individual characteristics of elementary school students. To achieve this, data were collected from 272 elementary school students located in Gyeonggi-do and Chungcheong-do using the survey tool completed by the pre-inspection, and the following results were obtained. First, the clusters considering individual characteristics were total 5 groups. 110 people in group1, 75 people in group2, 33 people in group 3, 27 people in group 4, and 27 people in group 5. Second, in group 1, interest and recognition among the fun of jumping rope, and in group 3, interest, health, and recognition, positively affected the motivation of elementary school students' self-directed learning. And the fun of skipping rope had a positive effect on the self-directed learning cognition of elementary school students by health and recognition in group 1, health in group 3, and interest and socializing in group 4. Among the fun of jumping rope, socializing in group 1 and interest in group 3 had a positive effect on the self-directed learning behavior of elementary school students.