• 디지털융복합연구
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• 제19권5호
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• pp.461-468
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• 2021

이 연구는 2019년 남녀 핸드볼 세계선수권대회에 참가하는 모든 국가를 대상으로 국제핸드볼연맹이 제공한 공식 기록을 수집해 팀 경기 기록의 승패를 가리는 중요한 슈팅 변수를 규명하는 데 목적이 있다. 이 연구의 목적을 달성하기 위해 2019 핸드볼 세계선수권대회에 참가한 24개국 남녀대표팀의 총 192경기를 수집해 승패 그룹에 따른 대회 기록의 차이를 검증한 이후 8가지 슈팅 변수에 따라 승패요인을 분류하기 위해 데이터마이닝 기법의 하나인 의사결정 트리 방식(CART 알고리즘)을 적용해 분석했다. 분석 결과 9m 슈팅성공률과 Near 슈팅성공률이 남녀 모두에게 가장 중요한 요인으로 평가됐다. 남자는 9m 슈팅성공률이 32.5% 이상, Near 슈팅성공률이 67.5% 이상이면 83.3% 승리하며, 여자는 9m 슈팅성공률이 75%이상, Near 슈팅성공률이 51% 이상이면 75%를 승리한다. 또한, 여자팀은 페널티 요인 중 옐로카드는 승패를 결정짓는 중요 변수로 판단된다. 결론적으로 본 연구를 통하여 국제핸드볼 경기에서 승리와 패배 팀의 기록 특성 차이와 승패를 구분하는 중요 슈팅 변수를 남녀 모두에서 확인 할 수 있었다.

• Journal of Trauma and Injury
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• 제18권2호
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• pp.119-126
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• 2005

Background: Blunt thoracic trauma in children has a high morbidity and mortality. In this study, we assessed the significance of the injury pattern, mechanism and initial status in emergency department on severity and prognosis in pediatric blunt thoracic trauma patients. Method: We retrospectively reviewed medical records and chest X-ray and CT images of 111 pediatric blunt thoracic trauma patients from October 2000 to June 2005. Data recorded age, gender, season, injury mechanism, injury pattern, associated injury, length of hospital stay and cause of death. Result: Of all 111 patients, 68 patients were injured by motor vehicle accidents, 30 were falls, 5 were motorcycle accidents, 3 were sports accidents and 5 were miscellaneous. In thoracic trauma, single injury of lung contusion were 35 patients and 32 patients had multiple thoracic injuries. Hospital stay in school age group were longer than preschool age group. The causes of death were brain injury in 9, respiratory distress in 4, and hypovolemic shock in 2 patients. Emergently transfused and mechanically ventilated patients had higher mortality rates than other patients. Patients required emergency operation and patients with multiple thoracic injuries had higher mortality rates. Conclusion: In this study, patients with combined injury, emergency transfusion, mechanical ventilation, emergency operation, multiple injuries in chest X-ray had higher mortality rates. Therefore in these pediatric blunt thoracic trauma patients, accurate initial diagnosis and proper management is required.

• 한국운동역학회지
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• 제26권2호
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• pp.197-204
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• 2016

Objective: The purpose of this study was to analyze the kinematic factors of motion during air pistol shooting. Method: This study aimed to investigate changes in forces during movement and determine the factors that affect changes in force during the first, middle, and last periods of shooting an air pistol. Two ground reaction force systems (force platform), SCATT (a shooting training system), and EMG (electromyogram) to measure the action potentials in the muscles of the upper body were used in this study. Four university air pistol players (age: 19.75 years, height: 175.50 cm, body mass: $69.55{\pm}11.50kg$, career length: $6.25{\pm}6years$) who are training to progress to a higher rank were enrolled. Results: In terms of the actual shooting results, the mean score in the middle section was $42.48{\pm}1.74$ points, higher than those in the first and the last periods when using SCATT. The gunpoint moved 13.48 mm more vertically than horizontally in the target trajectory. With respect to action potentials of muscles measured using EMG, the highest action potentials during the aiming-shooting segments, in order higher to lower, were seen in the trapezius (intermediate region), trapezius (superior region), deltoid (lateral), and triceps brachii (long head). The action potentials of biceps brachii and brachioradialis turned out to be high during grasping motion, which is a preparatory stage. During the final segment, muscle fatigue appeared in the deltoid (lateral), biceps brachii (long head), brachioradialis, and trapezius (intermediate region). In terms of the ground reaction force, during the first period of shooting, there was a major change in the overall direction (left-right $F_x$, forward-backward $F_y$, vertical $F_z$) of the center of the mass. Conclusion: The development and application of a training program focusing on muscle groups with higher muscle fatigue is required for players to progress to a higher rank. Furthermore, players can improve their records in the first period if they take part in a game after warming up sufficiently before shooting in order to heighten muscle action potentials, and are expected to maintain a consistent shooting motion continuously by restoring psychological stability.

• 디지털융복합연구
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• 제13권4호
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• pp.341-348
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• 2015

디지털 음악시장이 급속히 성장함에 따라 법률적 제도의 측면에서 창작의 주체인 저작권자들의 권익이 논쟁의 중심이 되고 있다. 전 세계 음악시장에서 이미 디지털 음악 매출이 음반매출을 추월하고 있으며 이러한 디지털 음악시장의 높은 상승세는 이전의 다운로드 방식에서 실시간 재생 서비스의 형태로 급속히 바뀌어 가고 있다. 이러한 추세는 국내 음악산업에서도 동일하며 이로 인해 음원 사용료 징수와 창작자들에 대한 이익분배는 큰 이슈가 되고 있다. 2013년 문체부에서는 음원 사용료 징수 규정을 발표하였는데 음원에 대하여 기존의 정액제가 아닌 종량제로 바뀌어 사용자가 이용횟수에 따라 요금을 지불하는 방식이 되었다. 그러나 종량제의 시행에도 불구하고 저작권자에게 돌아가는 이익은 여전히 낮고 소비자에게는 서비스 요금 인상을 가져오는 문제점을 가지고 있다. 그러므로 창작자들의 창작의식 고취와 소비자들의 만족도를 아울러 높일 수 있는 제도개선과 올바른 인식의 변화가 요구되어진다.

• 응용통계연구
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• 제28권6호
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• pp.1133-1146
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• 2015

경마 산업은 국내 합법 사행산업의 대부분을 차지하고 있다. 그러나 사행성 도박이라는 인식 하에 여타 스포츠 산업에 비해 활발한 통계적 분석이 이루어지지 않고 있다. 본 연구의 목적은 다양한 데이터마이닝 기법을 이용하여 우승마를 예측하는 모형 개발에 있다. 모형 적합에 사용한 데이터는 한국 마사회에서 제공하는 자료를 바탕으로 하였으며, 경마 성적표, 경주마 정보, 기수 정보, 조교사 정보 등을 사용하였다. 예측 모형은 크게 두 모형으로 나누어 순위를 기반으로 한 모형과 기록을 기반으로 한 모형으로 적합하였고, 분석 방법으로는 선형회귀분석, 랜덤 포레스트, 로지스틱 회귀 분석을 사용하였다. 그 결과 말 기본 정보와 과거 우승 경력, 기수의 과거 우승 경력 등이 순위 예측에 큰 영향을 미치는 것을 알 수 있었다. 모형 적합에 사용되지 않은 최근 1개월 간 데이터를 이용하여 단승식, 복승식, 삼복승식으로 배팅한 결과 모형 간 큰 차이가 없었고, 모두 양의 수익을 얻을 수 있었다.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제42권4호
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• pp.174-181
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• 2016

Objectives: This retrospective study aims to evaluate the prevalence of maxillofacial trauma in a developing country, along with its pattern, etiology and management. Data for the present study were collected from the Department of Dentistry, ESIC Medical College and Post Graduate Institute of Medical Sciences and Research, Chennai in India. Materials and Methods: The medical records of patients treated for maxillofacial injuries between May 2014 and November 2015 were retrospectively retrieved and analyzed for prevalence, pattern, etiology, and management of maxillofacial trauma. SPSS software version 16.0 was used for the data analysis. Results: Maxillofacial fractures accounts for 93.3% of total injuries. The mean and standard deviation for the age of the patients were $35.0{\pm}11.8$ years and with a minimum age of 5 years and maximum age of 75 years. Adults from 20 to 40 years age groups were more commonly involved, with a male to female ratio of 3:1. There was a statistically significantly higher proportion of males more commonly involved in accident and injuries (P <0.001). Conclusion: The most common etiology of maxillofacial injury was road traffic accidents (RTA) followed by falls and assaults, the sports injuries seem to be very less. In RTA, motorized two-wheelers (MTW) were the most common cause of incidents. The majority of victims of RTA were young adult males between the ages of 20 to 40 years. The malar bone and maxilla were the most common sites of fracture, followed by the mandible. The right side of the zygomatic complex was the predominant side of MTW injury. The majority of the zygomatic complex fractures were treated by conservative management. Open reduction and internal fixation were performed for indicated fracture patients.

• 보건교육건강증진학회지
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• 제22권1호
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• pp.17-40
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• 2005

This study was aimed to analyze the status of the a health education and the health behavior, and to identify the effected factors of health promotion behavior based on Green's PRECEDE Model among high school students The data was collected by interview survey with self-administration questionnaire from the selected high school students during the end of the second semester, 2001, and 1,591 students are analyzed. The statistical method of the analysing for effected factors of health promotion behavior was used the Multiple Linear Regression Analysis by SPSS package program. The results of this study are as fellows. 1. The index of the health educational contents shows the 18.14 points per 86 points, 18.96 points in girl students, 17.53 points in boy students. 2. In the index of health promotion behaviors was 84.9 points per 140 full points in all average; 61 points per 100 points. The experienced rate of smoking was $35\%$ of all students, $38.5\%$ of boy students, $30.6\%$ of girl students each. The experienced rate of drinking was $62.2\%$ of all students, $61.6\%$ of boy students, $69.4\%$ of girl students. 3. The effected factors of the health promotions behaviors to analyse by multiple linear regression model was sports activity, the degree of satisfaction of their school life, the academic records of school, the present health conditions, their awareness for hazard of smoking for their health, the experiences of the smoking, their stresses(R$^2$ =0.174). and the factors as the experiences of drinking, their stresses, and the indexes for the health education contents in their school were added in girls students.

• 보건교육건강증진학회지
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• 제12권1호
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• pp.111-127
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• 1995

This study was designed to investigate the relationships between children's physical growth and health and their raising conditions and to find out the important conditions to improve their physical growth and health. The rasing conditions were classified into three major parts; i. e., family conditions, conditions of nutrition up-taking, and conditions of rest or sleep and exercise or play. Then, the questionnaire including the items to survey these three areas of raising condition and the items to evaluate the health status were given to children' mothers or fathers and filled up by them. The data of their 4 anthropometric measures; body weight, stature, sitting height and chest girth, were also collected from their latest records of health examination. The data of health status were converted to health scores representing 6 domains of health; digestive organs, respiratory organs, auto-nerve systems, fatigue, others and health as a whole. Then, correlations of raising conditions were determined with four antropometric measures and 6 health scores as criterion variables. Then, number of families to live together, and child's birth order in the domain of family conditions, habits of unbalanced diet, eating frequency of eggs, fruits, green and yellow vegetables, light colored vegetables, milk products in the domain of nutrition up-take, and the time for study at home, the place for play, the number of friends to play with together, the hours for playing out of door, the hours for playing sports, and the hours to move their body for assisting house keeping were picked out to investigate their relationships with physical growth and health status. Then, their habits of unbalanced diet and eating frequency of eggs, green or yellow colored vegetables, and milk products were found more influential conditions and more over, birth order, the time for study at home, the time to play out of door showed moderate degree of connection with physical growth and health status in early childhood.

• 한국의류산업학회지
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• 제17권6호
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• pp.1039-1049
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• 2015

The increase in the need for a 24 hour monitoring of biological signals has been accompanied by an increasing interest in wearable systems that can register ECG at any time and place. ECG-monitoring clothing is a wearable system that records heart function continuously, but there have been difficulties in making accurate measurements due to motion artifacts. Although various factors may cause noise in measurements due to motion, the variations in the body surface and clothing during movements that cause eventual the shifting and displacement of the electrodes is particularly noteworthy. Therefore, this study used biomedical body mapping and a motion-capture system to measure and analyze the changes in the body surface and garment during movements. It was deduced that the area where the friction and separation between the garment and skin is the lowest would be the appropriate location to place the ECG electrodes. For this study, 5 male and 5 female in their 20s were selected as subjects, and through their selected body movements, the changes in the garment and skin were analyzed using the motion-capture system. As a result, the area below the chest circumference and the area below the shoulder blades were proposed as the optimal location of electrode for ECG monitoring.

• 응용통계연구
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• 제21권3호
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• pp.441-453
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• 2008

프로스포츠 선수들의 연봉은 선수들의 개인 성적과 팀에 대한 기여도 등으로 결정된다는 가정하에 프로농구와 프로야구 선수들의 전년도 성적으로 다음해 연봉을 예측 분석하였다. 분석에 있어서 data visualization 기법을 통해 변수사이의 관계, 이상점 발견, 모형진단등을 하였다. 다중선형회귀 모형(Multiple Linear Regression)과 트리모형(Regression Tree)을 이용해서 자료를 분석하고 모델간 비교를 했으며, Cross-Validation을 이용해서 최적모델을 선택하였다. 특히, 자동으로 변수선택을 하는 stepwise regression방법을 그냥 사용하기보다는 먼저 설명변수들 사이의 관계나 설명변수와 반응변수 사이의 관계등을 조사하고 나서 이를 통해 선택된 변수들을 가지고 stepwise regression과 regression tree 방법론을 이용해서 적절한 변수 및 최종 모형을 선택하였다. 분석결과, 프로농구의 경우에는 경기당 득점, 어시스트, 자유투 성공수, 경력 등이 중요한 변수였고, 프로야구 투수의 경우에는 경력, 9이닝 당 삼진 수, 방어율, 피홈런 수 등이 중요한 변수였고, 프로야구 타자의 경우에는 경력, 안타 수, FA(자유계약)유무 여부 등이 중요한 변수였다.