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168彩票官方网站:揭秘大数据|训练篇:台上一分钟,台下十年功



发布日期:2021-02-28 00:38:01 发布者:Admin5  点击率:

Driven by modern technology, big data has gradually penetrated into the field of sports, and big data technology has been widely used in football, the world's largest sport. After the previous match between the national football team and the Maldives, it was revealed on the Internet that Luneng had shared the information of the referee through its own big data system with the national football team so that the players could understand the referee's enforcement style. Of course, the scope of application of big data is not just to understand the referee's law enforcement style. Player introduction, tactical layout, player training, technical and tactical arrangements and other fields are getting closer and closer to big data. However, unlike the first team that pays more attention to the use of big data to improve the players’ on-the-spot performance and the results of the game, the application of big data in the field of youth training needs to pay more attention to the long-term development of the players. Next, let us understand the Luneng Football School through several aspects. The role of big data in the growth of young players.

在现代技术的推动下,大数据已逐渐渗透到体育领域,大数据技术已广泛应用于世界上最大的运动足球中。在国家足球队和马尔代夫之间的上一场比赛之后,在互联网上透露,鲁能已经通过自己的大数据系统与国家足球队共享了裁判的信息,以便球员能够理解裁判的执法方式。当然,大数据的应用范围不仅仅是了解裁判的执法方式。玩家介绍,战术布局,玩家训练,技术和战术安排以及其他领域越来越接近大数据。但是,与第一支团队更注重使用大数据来改善球员的现场表现和比赛结果不同,大数据在青少年训练领域的应用需要更多的关注。为了球员的长远发展。接下来,让我们从几个方面来了解鲁能足球学校。大数据在年轻参与者成长中的作用。

The first thing we introduce is the training aspect. There is an old saying that goes well: One minute on stage, ten years off stage. Both players and actors want to show their best to the audience when they are on stage, but training performance often determines a player's chance of playing, and even his performance. Training and learning are the two parts that take up the most time in the learning and life of young players. The arrangement of training and learning needs to be completed with the cooperation of the teaching department and the competition training department. The training and learning schedule of players is also placed in the big data system. The place.

我们介绍的第一件事是培训方面。有句老话说得好:上台一分钟,下台十年。球员和演员都想在舞台上向观众展示自己的最佳状态,但是训练的表现通常决定了球员的上场机会,甚至他的表现。训练和学习是年轻球员学习和生活中花费时间最多的两个部分。培训和学习的安排需要在教学部门和竞赛培训部门的配合下完成。球员的训练和学习时间表也放在大数据系统中。这个地方。

Entering the big data system, we can see the training situation of any of the 22 youth training teams in the football academy, as well as the training situation of everyone. The statistical pie chart of the training name and attendance is displayed on the page after the click-in training. They record the training status of the players and the team throughout the season and the players' attendance.

进入大数据系统,我们可以看到足球学院的22个青年训练队中任何一支的训练情况,以及每个人的训练情况。单击参加培训后,页面上会显示培训名称和出席人数的统计饼图。他们记录了整个赛季中球员和球队的训练状态以及球员的出勤率。

In terms of attendance, a player’s season performance has a lot to do with the player’s attendance time. Most of the player’s attendance time statistics are affected by injuries. The lack of training attendance time will naturally affect the playing time the coach gives players. Attendance time is divided into rehabilitation time and regular training time. Rehabilitation training time includes not only the time for players to get recovery exercises during the recovery period from injuries and illnesses, but also the stretching and relaxation time for players after intense games and training.

在出勤方面,球员的赛季表现与出勤时间有很大关系。球员的出勤时间统计数据大多数都受到伤害的影响。缺少培训出勤时间自然会影响教练给球员的上场时间。出勤时间分为康复时间和定期培训时间。康复训练时间不仅包括球员在受伤和患病后的恢复期内进行恢复锻炼的时间,还包括激烈的比赛和训练后球员的伸展和放松时间。

The training name mainly includes 3 kinds of basic training and 2 kinds of supplementary training. Supplementary training includes technical and physical goals, as well as multi-player confrontation training; and the types of basic training are relatively more including tactical exercises and part of the overall team competition. Practice, as well as partial offensive and defensive drills and so on. Before each training session, the coaching staff will formulate an RPE (training intensity self-assessed by the coaching team) in the big data system based on the team’s recent matches and training situation and the players’ personal performance. Training class. The big data backend will summarize and analyze each training plan made by the coaching staff to form a training statistics for the team throughout the year. The coaching staff will then use big data to compare the training statistics of the players for a certain period of time with the actual game. , To find out the physical or technical deficiencies of the players at the current stage, and to design exercises for the players’ shortcomings on the basis of meeting the players’ ability to withstand the players through consultations with the physical trainer and the medical team.

培训名称主要包括3种基础培训和2种补充培训。补充训练包括技术和身体目标,以及多人对抗训练;基本训练的类型相对来说更多,包括战术练习和整个团队比赛的一部分。练习,以及部分进攻和防守演习等。在每次培训之前,教练组将根据团队的最近比赛和训练情况以及运动员的个人表现,在大数据系统中制定RPE(由教练组自行评估的训练强度)。培训班。大数据后端将汇总并分析教练组制定的每项培训计划,以形成全年针对团队的培训统计数据。然后,教练组将使用大数据将特定时间段内球员的训练统计数据与实际比赛进行比较。 ,以找出球员现阶段的身体或技术缺陷,并在与体育教练和医疗队进行磋商的基础上,通过满足球员承受球员承受能力的能力,为球员的缺点设计锻炼方法。

In fact, big data analysis relies on not only training videos taken by HD cameras covering the entire venue and summary statistics of coaches’ subjective training plans. Wearable devices on players are also one of the important data sources, as well as auxiliary equipment. The data is more quantitative and accurate.

实际上,大数据分析不仅依赖于高清摄像机拍摄的涵盖整个场馆的培训视频以及教练主观培168彩票官方开奖网训计划的摘要统计。播放器上的可穿戴设备也是重要的数据源之一,也是辅助设备。数据更加定量和准确。

In 2018, Luneng foot correction introduced the first set of Catapult wearable devices, which was also the first set of wearable devices in the domestic youth training field at that time. The main purpose is to integrate it with the school’s big data system and analyze players through wearable devices. Through specific data analysis to help coaches assess the team’s training intensity and training quality. At this stage, the main function of the wearable device is to collect data such as the running distance, sprint distance, explosive exercise performance, blood oxygen and other body load indexes of the players in each training session and upload them to the big data system simultaneously to upload the exercise performance data and video images Combine. In this way, what the coach gets is not just the data on paper, but a more intuitive and vivid multimedia report, which will also help the team's tactical analysis and training summary. In the past, the only way to understand the exercise load of players was through RPE, which is a method of using subjective feelings to estimate the intensity of exercise load. But now the team can compare the difference between RPE and real-time feedback data, and at the same time can better control the training load.

2018年,鲁能足部矫正推出了第一套Catapult可穿戴设备,这也是当时国内青年训练领域的第一套可穿戴设备。主要目的是将其与学校的大数据系统集成,并通过可穿戴设备分析玩家。通过特定的数据分析来帮助教练评估团队的训练强度和训练质量。在此阶段,可穿戴设备的主要功能是收集每次训练中运动员的跑步距离,冲刺距离,爆发性锻炼表现,血氧和其他身体负荷指标等数据,并将其上传到大数据系统同时上传运动成绩数据和视频图像相结合。这样,教练获得的不仅是纸上的数据,而且是更直观,生动的多媒体报告,这也将有助于团队的战术分析和训练总结。过去,了解运动员运动负荷的唯一方法是通过RPE,这是一种利用主观感觉来估计运动负荷强度的方法。但是现在,该团队可以比较RPE和实时反馈数据之间的差异,同时可以更好168彩票官方网站地控制训练负荷。

In fact, sports big data is not a new thing, but the development and improvement of traditional artificial statistical data methods. The core of the application of big data in sports training is prediction. The essence is to find patterns in data, improve cognitive ability, and make predictions and guide decision-making. The traditional manual recording of player training performance has disadvantages such as susceptibility to subjective factors, excessive workload, inaccurate statistics, and difficult data storage. The big data system we use now can generate training and guidance value in real time and comprehensively. Sufficient data, and effectively applied to sports training practice, so as to effectively improve the level of training.

实际上,体育大数据不是什么新鲜事物,而是对传统的人工统计数据方法的发展和完善。大数据在运动训练中的应用核心是预测。本质是发现数据模式,提高认知能力,做出预测和指导决策。传统的手动记录球员的训练表现有一些缺点,例如容易受到主观因素的影响,工作量过多,统计数据不准确以及数据存储困难。我们现在使用的大数据系统可以实时,全面地产生培训和指导价值。足够的数据,并有效地应用于运动训练的实践中,从而有效地提高了训练水平。

 
 
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