• Title/Summary/Keyword: Sport data analysis

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The Effects of Start and Finish Distance on the Gait Variables during Walking (보행 시작과 멈추는 거리가 보행 변인에 미치는 영향)

  • Lim, Bee-Oh;An, Seung-Hyun;Lee, Sang-Woo;Do, In-Young
    • Korean Journal of Applied Biomechanics
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    • v.17 no.1
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    • pp.17-27
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    • 2007
  • It is essential for gait analysis to know the distance information. The purpose of this study was to investigate the effects of start and finish distance on the gait variable during walking. Six adolescent participated in this study. Start condition was given by six conditions.: walking forward from (1) one step, (2) three steps, (3) five steps, (4) ten steps, (5) one step after standing walk, and (6) three steps after standing walk, before contacting the force plate. Stop condition was given by four conditions. : stop after (1) one step, (2) two steps, (3) three steps, and (4) ten steps, passing force plate. Repeated measured one-way ANOVA was utilized for data analysis, and the significant level was set at .05. The largest change from the difference of gait velocity exists between the variables of ground reaction force. There were no significant differences in spatio-temporal and posture(angle) variables, as well as ground reaction force variables with walking over the three steps. There were significant differences in gait velocity, knee angle at heel contact, vertical impulse and ankle angle at toe off in short distance.

The Biomechanical Analysis of Throwing Motion for the Elementary Students - Developmental Approach - (초등학교 학생들의 발달단계에 따른 던지기 동작의 운동역학적 분석)

  • Lee, Dong-Woo
    • Korean Journal of Applied Biomechanics
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    • v.17 no.1
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    • pp.69-79
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    • 2007
  • The purpose of this study was to examine the characteristics of throwing motion in the elementary school students from the developmental point of view. For the purpose of this, total of nine subjects(each of three students in five, third, and first grades) were participated. They were asked to throw the ball as far as they can and the motions were videotaped with the 30frames/sec and 1/500 shutter speed. The successful motions for each subject were selected for three dimensional analysis. The collected data were analyzed using DV express 1.0 and Kwon3D 3.0 softwares. The results obtained from this study were as follows; 1. Total time for the throwing motion of the first grade was longer than that of the fifth and third grades. 2. The resultant displacement and velocity of COM for the fifth and third grades were greater than that of the frist grade. 3. The first grade tended to flex the trunk forward excessively during the throwing motion. 4. The fifth grade tended to place the upper arm close to the sagital plane and move the forearm and hand freely. 5. Looking at the greater variability of the angular velocity of the hand segment, the fifth grade seemed to have faster and more flexible movement of the wrist. 6. There were somewhat differences in the patterns and magnitudes of ground reaction forces among the different grades.

Kinematic Comparative Analysis of Short Turns between Skilled and Unskilled Alpine Skiers

  • Jo, Hyun Dai
    • Korean Journal of Applied Biomechanics
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    • v.29 no.4
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    • pp.219-226
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    • 2019
  • Objective: The purpose of this study is to provide a better understanding of short turn mechanism by describing short turns after kinematic analysis and provide skiers and winter sports instructors with data through which they are able to analyze right postures for turns in skiing in a systematic, rational and scientific manner. Method: For this, a mean difference of kinematic variables (ski-hip angle, ski-shoulder twist angle, pole checking angle, the center of gravity (CG) displacement, trunk forward lean angle) was verified against a total of 12 skiers (skilled and unskilled, 6 persons each), regarding motions from the up-start to down-end points for short turns. Results: There was no difference in a ski-hip twist angle. The ski-shoulder twist angle was large at the up-start point while a pole-checking angle was high at the down-end point in skilled skiers. Concerning the horizontal displacement of CG, skilled skiers were positioned on the right side at the upstart point. No significant difference was observed in the trunk forward lean angle. Conclusion: According to the ski-shoulder twist angle and CG horizontal displacement results, the upper body should be kept leant toward the pole. In addition, big turns should be made via edging and angulation. During pole checking, the hand holding the pole should be thrown and released toward a vector direction of the forearm.

The Analysis of the transfer of angular momentum on upper extremity during free Throw Motion in Basketball (농구 자유투 동작시 상지분절의 각운동량 전이 분석)

  • Yang, Dong-Young
    • Korean Journal of Applied Biomechanics
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    • v.13 no.1
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    • pp.185-204
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    • 2003
  • The purpose of this study was to obtain the data for stable and accurate techniques of the free throw in basketball. The subjects of this study were seven male basketball player consisted of college students athletes. Free throw motions were taken by video camera. The three-dimensional coordinates was processed by DLT. The variables were the velocity, the angular velocity of the upper extremity segments, degree, and angular momentum. The result of analysis is summarized as follows. 1. The velocity and angular velocity of the upper extremity segment was showed an gradual increase and a smooth velocity transfer, transferring from proximal segment to distal segment at free throw motion in basketball. 2. The local term and remote term angular velocity momentum of the proximal segment showed larger than that of the distal segment in X, Y, Z axis component all. 3. The remote term angular momentum was showed larger than that of the local term angular momentum in X, Y, Z axis component all. 4. The angular motion of the upper trunk and upper arm, upper arm and forearm was showed in opposite direction and symmetrical angular momentum in local term angular momentum of the Y and Z axis component. 5. All the segments of upper extremity segment was showed left rotation in remote term angular momentum of the Y axis component and right rotation in remote term angular momentum of the Z axis component.

Kinetic Analysis of the Lower Body Joints on Golf Swing (골프 스윙시 하지의 운동역학적 분석)

  • Chang, Jae-Kwan;Ryu, Jae-Kyun
    • Korean Journal of Applied Biomechanics
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    • v.24 no.4
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    • pp.339-347
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    • 2014
  • The purpose of this study was to investigate joint torques of lower body segments on professional golfers. Three dimensional swing analysis was conducted on the seven subjects. Each subject was asked to swing with 45 inches of Callaway driver, where two force plates (9286AA, Kistler, Switzerland) were built, with his normal speed and tempo. The resultant joint moments of the lower extremities were computed using the kinematic variables of the segments, anthropometric measures and the ground reaction force data by inverse dynamics method. Based on the results of this study, the following conclusions were drawn; It was found that the left ankle joint torque at 3rd phase was increased toward extension on the X-axis and abduction on the Y-axis. The left knee joint torque was alternated from flexion to extension direction in order to lower down the body weight at the beginning of the downswing. The lumbar joint torque was alternated from flexion to extension in order to speed up the upper body rotation which could increase the club head speed ultimately.

Effect of Head Posture and Breathing Pattern on Muscle Activities of Sternocleidomastoid and Scalene during Inspiratory Respiration (흡기 호흡 시 머리자세와 호흡패턴이 목빗근과 목갈비근의 근활성도에 미치는 영향)

  • Koh, Eun-Kyung;Jung, Do-Young
    • Korean Journal of Applied Biomechanics
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    • v.23 no.3
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    • pp.279-284
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    • 2013
  • The purpose of this study was to determine the effect of head posture and respiratory pattern on muscle activities of sternocleidomastoid (SCM) and scalene during maximal respiration. The seventeen subjects with upper-costal breathing pattern were participated in this study. Surface electromyography was used to measure the muscles activities of SCM and scalene. The volume and velocity of inspiration were monitored by using the spirometer in each subject. Each subject was performed the 3-cycle of respiration in each condition. The mean values of three peak muscle activity in each muscle were used in the data analysis. A2 (head posture: forward head posture: FHP vs. neutral posture) X 2 (breathing pattern: costal vs. diaphragmatic) repeated-measures analysis of variance (ANOVA) was used to compare the normalized muscle activities of the SCM and scalene. The results showed that the muscle activities of SCM and scalene in diaphragmatic breathing were significantly lower than those in costal breathing for each head posture (p<.0125). The muscle activities of SCM in neutral position were lower than those in forward head position during costal breathing (p<.0125). The diaphragmatic breathing in neutral position of head is recommended to decrease the tension of the accessory inspiratory muscles during respiration in neck-pain patients with FHP.

Analysis of Model of Sport for All Participate Behavior with People with Physical Disabilities Applied to the TPB (계획행동이론을 적용한 지체장애인 생활체육 참여행동 모형 분석)

  • Lee, Hyun-Su
    • 한국체육학회지인문사회과학편
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    • v.51 no.2
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    • pp.431-440
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    • 2012
  • The purpose of this study was to positively examine whether people with physical disabilities participation behavior model of sport for all applying the theory of planned behavior was appropriate for explaining the participation behavior of sport for all and to investigate the effects of causality within the variables. For this study, a questionnaire was designed base on the contents of measuring total five sub variables drawn from Lee Hyun Su's(2011) via an expert conference. Through validity and reliability verification, the final questionnaire was developed. For data analysis, used PASW statistics 18.0, this study conducted Cronbach's α analysis and exploratory analysis to verify the questionnaire's validity and reliability. It also used SEM and CFA as well utilizing AMOS Ver. 7.0. The results of this study were shown below. First, according to the result of verifying the appropriateness of this study model, the model for this study was found to be appropriate since its evaluation indexes for the appropriateness of a model, such as Normed χ2, RMR, IFI, TLI, CFI, and RMSEA, satisfied the criteria for acceptance. Second, there was significantly positive (+) effect of behavioral attitudes on behavioral intention, subjective norms on behavioral intention, perceived behavioral control on behavioral intention, behavioral intention on actual behavior, and perceived behavioral control on actual behavior.

Psychological Injury Factors of Excellent Alpine Snowboard Athlete (우수 알파인스노보드 선수의 심리적 부상요인)

  • Yoo, Ha-Na;Choi, Jae-Won;Kang, Sung-Goo;Lee, Kyung-Ha
    • Journal of Convergence for Information Technology
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    • v.11 no.1
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    • pp.143-155
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    • 2021
  • The purpose of this study is to adopt qualitative research methods for alpine snowboard athlete to analyze their injury factors in depth from a psychological perspective. Therefore, in-depth interviews were conducted on four outstanding Alpine Snowboard athlete, and the results were as follows. Among the factors of the injury of Alpine snowboard athlete, the psychological point of view was derived from five factors: 'Trait Anxiety', 'Personality Characteristic', 'Expectancies of Significant Others, 'Discrepancy between ability and expectation' and 'Trauma Injuries'. The five psychological injury factors have expressed the raw data of the subject in a case-oriented manner, and empirical and field-oriented interview data will enable in-depth analysis of psychological factors related to injury to future Alpine snowboard athlete and coaches. It is expected to be used as a basis for injury prevention and countermeasures. All data can be used as a basis for positive effects on the quality of life of athletes and athletes in winter sports.

Analysis of User Reviews of Running Applications Using Text Mining: Focusing on Nike Run Club and Runkeeper (텍스트마이닝을 활용한 러닝 어플리케이션 사용자 리뷰 분석: Nike Run Club과 Runkeeper를 중심으로)

  • Gimun Ryu;Ilgwang Kim
    • Journal of Industrial Convergence
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    • v.22 no.4
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    • pp.11-19
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    • 2024
  • The purpose of this study was to analyze user reviews of running applications using text mining. This study used user reviews of Nike Run Club and Runkeeper in the Google Play Store using the selenium package of python3 as the analysis data, and separated the morphemes by leaving only Korean nouns through the OKT analyzer. After morpheme separation, we created a rankNL dictionary to remove stopwords. To analyze the data, we used TF, TF-IDF and LDA topic modeling in text mining. The results of this study are as follows. First, the keywords 'record', 'app', and 'workout' were identified as the top keywords in the user reviews of Nike Run Club and Runkeeper applications, and there were differences in the rankings of TF and TF-IDF. Second, the LDA topic modeling of Nike Run Club identified the topics of 'basic items', 'additional features', 'errors', and 'location-based data', and the topics of Runkeeper identified the topics of 'errors', 'voice function', 'running data', 'benefits', and 'motivation'. Based on the results, it is recommended that errors and improvements should be made to contribute to the competitiveness of the application.

Kinematic Analysis of Women's Shot-Put Final Round at IAAF World Championships, Daegu 2011 (2011 대구세계육상선수권대회 여자 포환던지기 결선경기의 운동학적 분석)

  • Lee, Kyung-Il;Hong, Wan-Ki;Yun, Chung-Gul;Yun, Hee-Na;Choi, Monn-Young;Kim, Ja-Eun
    • Korean Journal of Applied Biomechanics
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    • v.21 no.5
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    • pp.639-644
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    • 2011
  • The purpose of this study was to provide quantified data on the throwing skills of world-class athletes and to analyze the kinematic variables for women shot-putters at the IAAF World Championships Daegu 2011. Three-dimensional motion analyses of the eight players who qualified for the final round were carried out to obtain the data. The Kwon3D XP program was used for image analysis of the kinematic data, which included the configurations of each joint. The following conclusions were arrived at. The throwing distance increased with an increase in the release speed, and a significant correlation (p <. 01) was observed between the throwing distance and release speed. It was also shown that players using the spin technique increased their release speed with a fast shoulder-rotation-angle speed. The release height varied with their height and showed a significant difference with the record. This showed that the release angle did not greatly influence the record for the game, but varied with their technical and physical characteristics. Therefore, an increase in release speed is required to improve the record.