预测建模和个性化建模在提高运动成绩中的作用

Mohammad Ahsan, Md Ahmed, K. Azeem
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引用次数: 0

摘要

在体育运动中,输赢的差别往往可以归结为最小的差距。因此,运动员和教练都在不断地寻找超越竞争对手的方法。近年来有一个显著增长的领域是使用预测建模和个性化建模来提高运动成绩。预测性和个性化建模可以帮助运动员和教练在训练和准备比赛方面做出更明智的决定。通过识别弱点或预测潜在的伤害,这些模型可以帮助运动员采取积极的措施来解决这些问题。体育运动中的预测性和个性化建模也带来了挑战。尽管存在挑战,但预测和个性化建模在体育运动中的潜在好处是显而易见的。通过为运动员提供高度针对性的见解来优化他们的表现,预测建模和个性化建模帮助他们充分发挥潜力,在各自的运动中达到新的高度。因此,预计在未来几年中,预测和个性化建模的实施将进一步增加。
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Role of predictive modeling and personalized modeling in the enhancement of athletic performance
In sports, the difference between winning and losing can often come down to the smallest of margins. As such, athletes and coaches are constantly looking for ways to gain an edge over their competitors. One area that has seen significant growth in recent years is the use of predictive modeling and personalized modeling to enhance athletic performance. Predictive and personalized modeling helps athletes and coaches make more informed decisions about training and preparing for competitions. By identifying the areas of weakness or predicting potential injuries, these models can help athletes take proactive steps to address these issues. Predictive and personalized modeling in sports is also associated with challenges. Despite the challenges, the potential benefits of predictive and personalized modeling in sports are clear. By providing athletes with highly targeted insights into optimizing their performance, predictive modeling and personalized modeling help them to achieve their full potential and reach new heights in their respective sports. As a result, it is expected that there will be further increases in the implementation of predictive and personalized modeling in the forthcoming years.
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