Offensive Lineup Analysis in Basketball with Clustering Players Based on Shooting Style and Offensive Role

arXiv:2403.13821v1 Announce Type: new
Abstract: In a basketball game, scoring efficiency holds significant importance due to the numerous offensive possessions per game. Enhancing scoring efficiency necessitates effective collaboration among players with diverse playing styles. In previous studies, basketball lineups have been analyzed, but their playing style compatibility has not been quantitatively examined. The purpose of this study is to analyze more specifically the impact of playing style compatibility on scoring efficiency, focusing only on offense. This study employs two methods …

abstract analysis arxiv basketball clustering collaboration cs.lg diverse efficiency game importance per playing role scoring stat.ap studies style type