• Title/Summary/Keyword: Sport data analysis

Search Result 597, Processing Time 0.03 seconds

A Study on Stride-to-stride Variability by Treadmill Walking (트레드밀을 이용한 보행간 Variability 분석에 관한 연구)

  • Choi, Jin-Seung;Kang, Dong-Won;Tack, Gye-Rae
    • Korean Journal of Applied Biomechanics
    • /
    • v.17 no.4
    • /
    • pp.1-8
    • /
    • 2007
  • The purpose of this study was to investigate the difference in the stride-to-stride variability between two treadmill conditions; traditional treadmill and special treadmill whose speed can be adjusted automatically by subject's walking speed. Eight male subjects (25.1 years, 172.7 cm, 66.6 kg) were participated in treadmill walking experiment. First, preferred walking speed (PWS) of each subject was determined. Second, each subject performed walking experiment with fixed PWS condition and with free PWS condition for 10 minutes. 3D motion capture system (Motion analysis Corp., USA) with 6 cameras was used to collect motion data with sampling frequency of 120Hz. Temporal and spatial variables for stride-to-stride variability were calculated. Coefficient of variance (CV) which quantifies the amount of variability and Detrended Fluctuation Analysis (DFA) which explains the structure (self-similarity) of the variability were used for analysis. Results showed that the amount of variability during free PWS condition was greater than that of fixed PWS condition. DFA results showed that there was a statistical difference between two treadmill conditions for the variables of step length, stance time, and double support time. From these results, it is possible that traditional treadmill study might give incorrect conclusion about gait variability study. Further study is necessary to clarify these matters by considering the number of subjects, experimental time, and gait variables for the study of stride-to-stride variability.

Kinematic Analysis of Secondary School Golf Player's Putting Stroke Motion (중등학생 골프선수의 퍼팅 스트로크 동작에 대한 운동학적 분석)

  • Ko, Jae-Yeon;Oh, Cheong-Hwan
    • Korean Journal of Applied Biomechanics
    • /
    • v.20 no.4
    • /
    • pp.447-455
    • /
    • 2010
  • The objective of this study was to analyze the difference in kinematic variables for successful and unsuccessful golf putting strokes. The study population included 8 male secondary school golf players who had played golf for over 3 years and whose handicap was 4 or lower. A hole was made on a 5-m-long artificial flat mat for practice, and an environment similar to that of a real green was created. The participants' motions were analyzed through 3D image analysis, and the difference in kinematic variables for successful and unsuccessful putting strokes in the same direction was determined. Data analysis revealed the following findings: The time spent for a segment of putting was the greatest for the backswing segment for both successful and unsuccessful strokes. During address and impact, the both changed to a larger extent. For successful putting strokes, the change in the elbow angle during the downswing was greater for the right elbow than for the left elbow. For both successful and unsuccessful putting strokes, the left shoulder angle increased during the segment from address to the turning point and decreased during the segment from the turning point to impact. In contrast, the right shoulder angle significantly differed between successful and unsuccessful putting strokes only during address. During successful and unsuccessful motions, the swing was executed with the moving displacement of the X-axis of the club head maintained almost constant along a straight light without back and forth movement. In the backswing segment, moving displacement of the Y- and Z-axes was greater in successful strokes than in unsuccessful strokes; however, this difference was very small for the Y-axis. The velocity of the club head for successful and unsuccessful motions significantly differed during address and at the turning point. The highest velocity of the ball was greater for successful than for unsuccessful putting strokes.

The Effect of Elderly Sports Activities Participation Motivation on Leisure Satisfaction (노인의 스포츠 활동 참여동기가 여가만족에 미치는 영향)

  • Oh, Kyung-A;Kim, Hwa-Ryong
    • Journal of the Korean Applied Science and Technology
    • /
    • v.35 no.4
    • /
    • pp.1295-1306
    • /
    • 2018
  • The purpose of this study was to verify the effect of elderly sports activities participation motivation on Leisure Satisfaction The participants were from elderly who the daily sports program. A total of 250 questionnaires were distributed from Sep. 1 to Oct. 31, 2018 and, after excluding 53 questionnaires that had missed or inappropriate answers thus low reliability, 197 questionnaires were included in effective sample. The collected data were analyzed using SPSS Statistics 21 and frequency analysis, exploratory factor analysis, reliability analysis, regression analysis were performed. The results, based on them, are as follows: First, Among the motivations for participating in the elderly sports activities, internal motivation influenced psychological satisfaction, educational satisfaction, psychological satisfaction. Second. external motive influenced social satisfaction, resting satisfaction. Third. amotivation influenced psychological satisfaction, educational satisfaction, resting satisfaction, environmental satisfaction.

A study on demand forecasting for Jeju-bound tourists by travel purpose using seasonal ARIMA-Intervention model (계절형 ARIMA-Intervention 모형을 이용한 여행목적 별 제주 관광객 수 예측에 관한 연구)

  • Song, Junmo
    • Journal of the Korean Data and Information Science Society
    • /
    • v.27 no.3
    • /
    • pp.725-732
    • /
    • 2016
  • This study analyzes the number of Jeju-bound tourists according to travellers' purposes. We classify the travellers' purposes into three categories: "Rest and Sightseeing", "Leisure and Sport", and "Conference and Business". To see an impact of MERS outbreak occurred in May 2015 on the number of tourists, we fit seasonal ARIMA-Intervention model to the monthly arrivals data from January 2005 to March 2016. The estimation results show that the number of tourists for "Leisure and Sport" and "Conference and Business" were significantly affected by MERS outbreak whereas arrivals for "Rest and Sightseeing" were little influenced. Using the fitted models, we predict the number of Jeju-bound tourists.

Electromyographical Analyses of Muscle Activities of Upper Trunk for Ssireum Dutguri Technique (Electromyography 기법을 이용한 씨름 덧걸이 기술의 상체 근 동원 비교분석)

  • Shin, Sung-Hyu;Lim, Young-Tae;Kim, Tae-Hwan;Park, Ki-Ja;Kwon, Moon-Suk
    • Korean Journal of Applied Biomechanics
    • /
    • v.13 no.1
    • /
    • pp.95-108
    • /
    • 2003
  • The purposes of this study were to analyze the muscle activities and the characteristics of muscle recruiting patterns of upper trunk for Ssirum dutguri technique using three top-ranked elite Ssirum players. The EMG technique was used to record muscle activities of both right and left sides of latissimus dorsi, biceps brachii, and erector spinae. Six surface electrodes were placed on the surface of the selected muscles and one ground electrode was also attached on the back of neck(C7). One video camera was also used to record the Ssirum motion to define 4 events and 3 phases for further analysis. The raw EMG data were filtered with band pass filter (50-400 Hz) to remove artifacts and then low pass filtered (4 Hz) to find the linear envelope which resemble muscle tension curve. This filtered EMG data were normalized to MVIC for the purpose of comparion between the subjects. The results were indicated that each subject with different physical characteristics showed very different muscle activity patterns. Although Ssirum dutguri is considered as foot technique the player grasped opponent's satba(belt) with both hands when they play. Because of this reason, activities of upper trunk muscles were relatively high. However, direct comparison between upper and lower body muscles was not possible due to the lack of the data in present study. Interestingly, all threes subjects showed that erector spinae muscle activity was comparatively higher than those of latissimus dorsi and biceps brachii. This implies to reinforce back muscle as a routine of training to improve performance or to prevent back injury.

Bibliometric Analysis on Studies of Korean Intangible Cultural Property Dance : Focusing on Events in the Seoul Area (한국무형문화재 춤 연구의 계량서지학적 분석 : 서울지역 종목을 중심으로)

  • Yoo, Ji-Young;Kim, Jee-Young;Baek, Hyun-Soon
    • Journal of Korea Entertainment Industry Association
    • /
    • v.13 no.4
    • /
    • pp.139-147
    • /
    • 2019
  • This study conducted bibliometric analysis on studies of Korean intangible cultural heritage dance in the Seoul area and it aimed to figure out the tendencies of that research. For this, a list of Korean intangible cultural heritage dance studies of 24 events was collected and analysis was conducted through the big data analysis solution of TEXTOM. Text mining was used as the method for analysis. Research results showed that first, most of the studies were conducted on the Bongsan Talchum and studies on teaching and learning methods were especially actively conducted. On the other hand, there were not many studies on Gut and the need for research vitalization in that area was confirmed. Second, in studies on Cheoyongmu events, the term'contemporary Cheoyongmu' was used frequently. This can be considered the use of meaningful terms with regard to intangible cultural heritage dance that has changed throughout history. At this, the vitalization of research that can reveal the typicality of dance is demanded from research of other events as well. Third, there was a notable amount of research that compared and analyzed dance styles with regard to the Munmyoilmu. This was seen as the result of discussions in the Korean dancing world regarding archetypal dance styles expanding into academic discussions. Therefore, it was revealed that academic discussions can connect to academic outcomes apart from whether the matter is right or wrong.

The Effects of E-sports Broadcasting Commentator's Attributes on Broadcasting Attitude and Continuous Viewing Intention

  • Kim, Seyun
    • International journal of advanced smart convergence
    • /
    • v.10 no.1
    • /
    • pp.209-215
    • /
    • 2021
  • The purpose of this study is to determine the impact of broadcasters' broadcasting commentators' attributes on broadcasting conditions and the intention of continuous viewing of e-sports competitions. To achieve this goal, a survey was conducted on 300 university students who had experience watching e-sports competition broadcasting. The final 295 copies were selected as the final valid samples and data processing was carried out. Using SPSS 23, factor analysis, reliability analysis, correlation analysis, and simple and multiple regression analysis were performed. The result of this study was: First, reliability and attractiveness among the sub-factors of commentator attributes were shown to have a positive effect on broadcasting conditions. Second, reliability and attractiveness among the sub-factors of commentator attributes have a positive effect on the intent of continuous viewing. Third, broadcasting conditions have a positive effect on the intention of continuous viewing.

A Study on The Motivation of Chinese University Students to Exercise in The Context of COVID-19 and The Impact of a Healthy Lifestyle on Their Willingness to Continue Exercise

  • Park, Sunmun;Yang, Fangfang
    • International Journal of Advanced Culture Technology
    • /
    • v.10 no.3
    • /
    • pp.244-252
    • /
    • 2022
  • In order to find out the factors influencing students' willingness to continue exercise and increase their willingness to continue exercise, I conducted an investigation on Chinese college students' motivation to exercise and to improve their healthy lifestyle. Through a questionnaire survey of 312 Chinese university students, the motivation of sports participation, the promotion of healthy lifestyle and the willingness to continue exercise were measured. The questionnaire data were collected from November 2021 to January 2022. The questionnaires were collected and processed by SPSS, and the analysis methods were frequency analysis, reliability analysis and linear regression analysis. The results show that there is a significant relationship between the motivation of exercise and the healthy lifestyle of Chinese college students and the persistence intention, and the limitations of this study and suggestions for future research are discussed.

Effects of Informatization Mind on Information Development Efforts and Academic Achievement of University Students Major in Sports

  • Kim, Seyun
    • International Journal of Internet, Broadcasting and Communication
    • /
    • v.13 no.2
    • /
    • pp.166-172
    • /
    • 2021
  • The purpose of this study is to identify the impact of informatization minds of college students majoring in sports on information development efforts and academic achievement. Accordingly, a survey was conducted on 200 college students majoring in physical education at D University, and 197 students were selected as the final effective samples. Data processing was conducted using SPSS 23 for frequency analysis, reliability analysis, correlation analysis, and regression analysis. The results are as follows: First, recognition of the necessity of informatization education, a subfactor of the informatization mind, has a positive impact on informatino development efforts. Second, recognition of the necessity of informatization education, understanding and utilization of informatization concepts among sub-factors of informatization minds have a positive impact on the major learning achievement. Third, all the conversational factors in the informatization mind have a positive impact on study problem resolution. Fourth, information development efforts have a positive impact on the major learning achievement and the study problem resolution. Therefore, efforts are needed to increase the information mindset of college students major in sports.

Kinematic Analysis of Accuracy Evaluation of Pyeongwon Poomsae (정확성 평가결과에 따른 태권도 평원 품새 동작의 운동학적 분석)

  • Jo, Yong-Myung;Ryu, Jae-Kyun;Kim, Young-Suk
    • Korean Journal of Applied Biomechanics
    • /
    • v.25 no.4
    • /
    • pp.431-440
    • /
    • 2015
  • Objective : The purpose of this study was to investigate the relations between accuracy score and the motions which are performed in PyeongWon Poomsae, thereby developing objectivity in accuracy evaluations for Poomsae competitions. Method : The subjects were six male Poomsae players (age: $21.2{\pm}1.17yrs$, height: $173.4{\pm}3.95cm$, weight: $67.7{\pm}7.65kg$). A three-dimensional motion analysis was performed on the subjects using six high-speed cameras (60 frames/sec) and subjects' performed motions were evaluated by 5 evaluators. The entire Pyeong Poomsae was divided into 13 events and 9 phases; there were three pairs of symmetric phases among them: front kick & turning side kick phases (3PH, 3-1PH), arm motion & stance phases (4PH, 4-1PH), side kick with Hakdari-stance phases (5PH, 5-1PH). Performance time, change and range of COM, height of vertex, and foot of side kicks were analysed. The Data was analysed utilizing correlation analysis. Results : There was a positive correlation between accuracy score and the difference between right and left range of COM (X direction) at 4PH (r=0.921, p=0.009). Conclusion : The results of our study indicate that it is necessary to consider some of objective criterion such as performance time, COM range, and symmetrical movements in accuracy evaluations of Poomsae competitions.