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Develop an Interactive Model of Impact of Basketball Players and Team Performance

  • 2020
  • OriginalPaper
  • Chapter
Published in:
Author
Yun-Chi Huang
Published in
HCI International 2020 – Late Breaking Posters
Publisher
Springer International Publishing

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Abstract

This study aims to develop an analytical model of basketball team performance based on substitution method (Rotational, Fatigue, Best Fit), player’s usage percentage, and individual’s point produce (Calculation extended with field goal percentage/attempt of 2P, 3P and FT). The model is expected to predict game results and analyze team management strategies. This study develops four strategies based on the interactive model: (Rotational versus Best fit) Substitution and (Star player versus Average) Usage Rate with scoring value X (The individual player’s value of shooting percentage) and value S (The summation index of all scoring value). It is found that scoring performance of Best fit Substitution and star player Usage Rate strategy is highly predictable. Also scoring performance of Best fit Substitution is usually more precise than Rotational Substitution.

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Title
Develop an Interactive Model of Impact of Basketball Players and Team Performance
Author
Yun-Chi Huang
Copyright Year
2020
Book
HCI International 2020 – Late Breaking Posters

Print ISBN: 978-3-030-60699-2

Electronic ISBN: 978-3-030-60700-5

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-3-030-60700-5_41
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