Sports recommender systems receive an increasing attention due to their potential of fostering healthy living, improving personal well-being, and increasing performances in sport. These systems support people in sports, for example, by the recommendation of healthy and performance boosting food items, the recommendation of training practices, talent and team recommendation, and the recommendation of specific tactics in competitions. With applications in the virtual world, for example, the recommendation of maps or opponents in e-sports, these systems already transcend conventional sports scenarios where physical presence is needed. On the basis of different working examples, we present an overview of sports recommender systems applications and techniques. Overall, we analyze the related state-of-the-art and discuss open research issues.
翻译:体育推荐系统因其在促进健康生活、改善个人福祉及提升运动表现方面的潜力而日益受到关注。这些系统支持人们参与体育运动,例如推荐健康且增强表现的食物、推荐训练实践、人才与团队推荐,以及比赛中特定战术的推荐。通过虚拟世界的应用(例如电子竞技中地图或对手的推荐),这些系统已超越需要身体在场的传统体育场景。基于不同的工作实例,我们概述了体育推荐系统的应用与技术。总体而言,我们分析了相关的最新技术进展,并探讨了开放的研究问题。