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A model of predicting performance of Olympic female weightlifters using time series analysis
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- 발행기관
- 국제문화기술진흥원 바로가기
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- 간행물
- International Journal of Advanced Culture Technology(IJACT) KCI 등재 바로가기
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- 통권
- Volume 8 Number 3 (2020.09)바로가기
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- 페이지
- pp.216-222
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- 저자
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- 언어
- 영어(ENG)
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- URL
- https://www.earticle.net/Article/A382651
※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.
원문정보
초록
- 영어
- The purpose of this study was to predict the performance of female weightlifters using time series analysis. Based on this purpose, a time series analysis was used to calculate the performance prediction model for women(58kg) among the domestic women weightlifters who participated in the Olympics. As a result of creating time series data based on 10 years of record and then evaluating the sequential charts of each athlete group, the female athletes' records did not show any seasonality or difference. In addition, after examining the independence of the data through the creation of a time series model, it was shown that the models produced conformed to the criteria for compliance and that there was no difference in the data, but there was a trend. Accordingly, Holt linear trend analysis of the exponential smoothing model was applied. As a result of deriving the prediction model of the athletes through this process, it was found that the women (58kg) who participated in the Olympics continued to improve within the range of 166.11kg to 184.1kg.
목차
Abstract
1. Introduction
2. Research Method
2.1 Research Subject and Data Collection
2.2 Research Procedure
2.3. Data Processing Method
3. Result
3.1. Women’s(58kg) Performance Prediction Model
3.2. Creating and Evaluating Predictive Models
4. Discussion
5. Conclusion and Suggestions
References
키워드
time series analysis prediction model performance female weightlifter저자
간행물 정보
발행기관
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- 발행기관명
- 국제문화기술진흥원 [The International Promotion Agency of Culture Technology]
- 설립연도
- 2009
- 분야
- 공학>공학일반
- 소개
- 본 진흥원은 문화기술(Culture Technology) 관련 산·학·연·관으로 구성된 비영리 단체이다. 문화기술(CT)은 정보통신기술(ICT), 문화적 사고 기반의 예술, 인문학, 디자인, 사회과학기술이 접목된 신융합기술(New Convergence Technology, NCT)로 정의한다. 인간의 삶의 질을 향상시키고, 진보된 방향으로 변화시키고, 문화기술 관련 분야의 학술 및 기술의 발전과 진흥에 공헌하기 위하여, 제3조의 필요한 사업을 행함을 그 목적으로 한다.
간행물
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- 간행물명
- International Journal of Advanced Culture Technology(IJACT)
- 간기
- 계간
- pISSN
- 2288-7202
- eISSN
- 2288-7318
- 수록기간
- 2013~2025
- 등재여부
- KCI 등재
- 십진분류
- KDC 600 DDC 700
이 권호 내 다른 논문 / International Journal of Advanced Culture Technology(IJACT) Volume 8 Number 3
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