Spatial analysis and visualization in the NBA using GIS applications

详细信息   

• 作者：Jensen ; Daniel ; M.A.
• 学历：M.A.
• 年：2014
• 关键词：Geographic information systems ; Data visualization
• 导师：Ban,Hyowon
• 毕业院校：California State University
• 专业：Geography,Geographic information science,Statistics
• ISBN：9781321370447
• CBH：1527009
• Country：USA
• 语种：English
• FileSize：6322741
• Pages：95

文摘

Basketball is a unique sport in which the use of space and time is greatly important for a team's success. Furthermore,the National Basketball Association (NBA) is undergoing drastic change in terms of the way teams approach spatial issues as well as the spatio-temporal technologies and analytics. Given these facts,Geographic Information Systems (GIS) provide the opportunity to develop new analytic and visual methodologies to perform spatial analysis for team performances and meet the league's changing needs. This project thus develops new approaches,methods,and toolsets using GIS to demonstrate its efficacy and potential for professional application in the NBA. The first application uses GIS to adapt Relative Motion analysis techniques to an existing play,seeking to represent the average motion characteristics entailed therein. The other application uses a tool developed to map,glean spatial statistics,and model the use and importance of floor spacing for teams in the NBA.