불쾌지수가 외야수의 경기 기록 데이터에 미치는 영향 = The Effect of Discomfort Index on Outfielder's Game Record Data

다국어 초록 (Multilingual Abstract)

In this study, the correlation between sports records and weather data was analyzed using the big data analysis method. To this end, data was collected by API and crawling, data was processed, statistics were performed, and data visualization was performed. The subject of this study was a player who entered the regular at-bat among outfielders in the 2019 KBO League. In addition, meteorological data were analyzed by using the unpleasant index and above 70 and below 70. As a result of the study, in the various hitting indicators, which are the records that pitchers intervene, the higher the unpleasant index, the better the outfielder's record, but pitchers, walks, pitches, pitching success rates, pitches per turn, pitches per game From the records of the back, it was found that the outfielder made the pitcher difficult. It is expected that this study will help the development of the sports data industry and the performance of baseball players, baseball teams, and coaching staff.

참고문헌 (Reference)

1 이장택, "한국프로야구 기록들의 장기추세" 한국데이터정보과학회 26 (26): 1-10, 2015

2 김세민, "일일 평균 습도가 투수의 탈삼진 기록에 미치는 영향" 대한산업경영학회 18 (18): 65-71, 2020

3 전인자, "웨어러블 기반의 스마트 모자를 이용한 생활기상지수 모니터링 시스템" 한국콘텐츠학회 9 (9): 477-484, 2009

4 강승애, "스포츠콘텐츠의 빅데이터 분석 활용과 전망" 한국융합보안학회 19 (19): 121-126, 2019

5 남기연, "스포츠 빅데이터 활용을 위한 방안" 한국스포츠엔터테인먼트법학회 22 (22): 85-102, 2019

6 이승훈, "미국 프로야구(MLB) 풀카운트 상황에서 투수의 구질, 구속 변화에 따른 투구 결과 분석" 한국체육과학회 28 (28): 973-981, 2019

7 김종민, "기상변화 및 불쾌지수에 따른 범죄발생 예측 모델" 한국융합보안학회 14 (14): 89-95, 2014

8 J. H. Hong, "The Effect of Golf Pre-Shop Routine on Club and Ball Data" The Graduate School of Choongang University 2019

9 S. M. Kim, "The Effect of Daily Average Temperature on The Batter’s Performance in Baseball Game : based on Big Data Analysis" The Graduate School of Hoseo University 2020

10 "SAS User Community"

11 송동우, "Prediction of the risk of fire occurrence according to the weather information using statistics and data mining techniques" 서울과학기술대학교 에너지환경대학원 2014

12 Y. N. Jeon, "A Study of The Athletic Satisfaction and Stress Factors of High School Baseball Players in The Case of Different Positions" The Graduate School of Kyungwon University 2010