@article{ART002987883},
author={Ju-Han Heo and Yong-Tae Woo},
title={An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2023},
volume={28},
number={8},
pages={119-126},
doi={10.9708/jksci.2023.28.08.119}
TY - JOUR
AU - Ju-Han Heo
AU - Yong-Tae Woo
TI - An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball
JO - Journal of The Korea Society of Computer and Information
PY - 2023
VL - 28
IS - 8
PB - The Korean Society Of Computer And Information
SP - 119
EP - 126
SN - 1598-849X
AB - In this paper, a new model was presented to objectively evaluate the defense ability of defenders in Korean professional baseball. In the proposed model, using Korean professional baseball game data from 2016 to 2019, a representative defender was selected for each team and defensive position to evaluate defensive ability. In order to evaluate the defense ability, a method of calculating the defense range for each position and dividing the calculated defense area was proposed. The defensive range for each position was calculated using the Convex Hull algorithm based on the point at which the defenders in the same position threw out the ball. The out conversion score and victory contribution score for both infielders and outfielders were calculated as basic scores using the defensive range for each position. In addition, double kill points for infielders and extra base points for outfielders were calculated separately and added together.
KW - Big Data Analysis for Baseball;Defence Ability Evaluation Model;Baseball Data Analysis;Baseball Defence Strategy
DO - 10.9708/jksci.2023.28.08.119
ER -
Ju-Han Heo and Yong-Tae Woo. (2023). An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball. Journal of The Korea Society of Computer and Information, 28(8), 119-126.
Ju-Han Heo and Yong-Tae Woo. 2023, "An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball", Journal of The Korea Society of Computer and Information, vol.28, no.8 pp.119-126. Available from: doi:10.9708/jksci.2023.28.08.119
Ju-Han Heo, Yong-Tae Woo "An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball" Journal of The Korea Society of Computer and Information 28.8 pp.119-126 (2023) : 119.
Ju-Han Heo, Yong-Tae Woo. An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball. 2023; 28(8), 119-126. Available from: doi:10.9708/jksci.2023.28.08.119
Ju-Han Heo and Yong-Tae Woo. "An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball" Journal of The Korea Society of Computer and Information 28, no.8 (2023) : 119-126.doi: 10.9708/jksci.2023.28.08.119
Ju-Han Heo; Yong-Tae Woo. An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball. Journal of The Korea Society of Computer and Information, 28(8), 119-126. doi: 10.9708/jksci.2023.28.08.119
Ju-Han Heo; Yong-Tae Woo. An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball. Journal of The Korea Society of Computer and Information. 2023; 28(8) 119-126. doi: 10.9708/jksci.2023.28.08.119
Ju-Han Heo, Yong-Tae Woo. An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball. 2023; 28(8), 119-126. Available from: doi:10.9708/jksci.2023.28.08.119
Ju-Han Heo and Yong-Tae Woo. "An Estimation Model for Defence Ability Using Big Data Analysis in Korea Baseball" Journal of The Korea Society of Computer and Information 28, no.8 (2023) : 119-126.doi: 10.9708/jksci.2023.28.08.119
