Journal of Korean Society of Industrial and Systems Engineering (산업경영시스템학회지)

Society of Korea Industrial and System Engineering (한국산업경영시스템학회)
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Causal Relationship Analysis of Winning Factors in Football Game : Structural Equation Model

구조방정식 모형(SEM)을 이용한 축구 요인간 인과관계 분석

  • Kim, Ju-Hyung (School of Information and Computer Engineering, Hongik University) ;
  • Chang, Kyu-Chang (School of Information and Computer Engineering, Hongik University) ;
  • Kim, Sang-Hye (School of Information and Computer Engineering, Hongik University) ;
  • Park, Jung-Min (School of Information and Computer Engineering, Hongik University) ;
  • Ha, Chunghun (School of Information and Computer Engineering, Hongik University)
  • 김주형 (홍익대학교 정보컴퓨터공학부) ;
  • 장규창 (홍익대학교 정보컴퓨터공학부) ;
  • 김상혜 (홍익대학교 정보컴퓨터공학부) ;
  • 박정민 (홍익대학교 정보컴퓨터공학부) ;
  • 하정훈 (홍익대학교 정보컴퓨터공학부)
  • Received : 2015.04.16
  • Accepted : 2015.05.26
  • Published : 2015.06.30
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Abstract

Modern football has transformed into a scientific football based on data. With this trend, various methods for tactics studies and outcome prediction have been developed on the perspective of data analysis. In this paper, we propose a structural equation model for football game. We analyze critical factors that affect to the winning of game except psychological parts and the causal relationship between latent variables and observed variables is statistically verified through the proposed structural equation model. The results show that the Passing ability and the Ball possession affect to the Attack ability, and consequently it has a positive impact on the winning of game.

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References

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