Golf Club Selection with AI-Based Game Planning

被引:0
作者
Khazaeli, Mehdi [1 ]
Javadpour, Leili [2 ]
机构
[1] Univ Pacific, Sch Engn & Comp Sci, Stockton, CA 95211 USA
[2] Univ Pacific, Eberhardt Sch Business, Stockton, CA 95211 USA
关键词
sport analytics; AI; golf club selection; game planning;
D O I
10.3390/e26090800
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In the dynamic realm of golf, where every swing can make the difference between victory and defeat, the strategic selection of golf clubs has become a crucial factor in determining the outcome of a game. Advancements in artificial intelligence have opened new avenues for enhancing the decision-making process, empowering golfers to achieve optimal performance on the course. In this paper, we introduce an AI-based game planning system that assists players in selecting the best club for a given scenario. The system considers factors such as distance, terrain, wind strength and direction, and quality of lie. A rule-based model provides the four best club options based on the player's maximum shot data for each club. The player picks a club, shot, and target and a probabilistic classification model identifies whether the shot represents a birdie opportunity, par zone, bogey zone, or worse. The results of our model show that taking into account factors such as terrain and atmospheric features increases the likelihood of a better shot outcome.
引用
收藏
页数:9
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