آلمان با داده کاوی برزیل را شکست داد
يکشنبه ۲۲ تير ۱۳۹۳ ساعت ۱۷:۱۱
کد مطلب: 370134
از این دادگان یک گنجینه برای مربی المان بود که در پیش بینی بازدهی تیم برزیل و چگونگی تکل کردن ضعف های تیمی داشت. تیم تحلیل داده کاوی ابر داده ای از انواع مختلف را که جمع اوری کرده بود، تحلیل و در اختیار مربی المان قرار دادند. این کار عاملی مهم در قدرت تیم المان در بازی با برزیل داشت که توانستند این تیم را در کشور خود تحقیر کنند. متن کامل این خبر را می توانید به زبان اصلی در زیر مشاهده کنید.
According to the assistant coach Hansi Flick of Germany, a team of about ۵۰ students at Cologne's sport university developed a huge database over the last two years mashing-up data from different sources about the teams playing in the World Cup.
As I mentioned in a previous post, big data is about capturing the "moment". The German team was able to capture and analyze each and every moment about the Brazilian team including the passes they play, how they react upon pressure, and even every quote about them in newspapers. They were able to analyze hidden team behaviors and strategy information.
The insights captured from these data is a treasure trove for the German coach which helped him in predicting the performance of the Brazilian team and how he can tackle the team's weaknesses.
The growth of sensors everywhere (Internet of Everything) along with Big Data, paves the way for new real time evidence-based decisions in sports and soccer particularly. Adidas announced a chip which can be located between the player's shoulder blades and can transmit ۲۰۰ data records per second from each player. This will help in assessing the player's performance and likelihood of being injured.
Indeed, the victory achieved by the German team can be attributed to the invaluable analytics and insights from big data. To me, the true victory lies in the believe in the potential of data in the first place. This believe played a major role in motivating the Germans to initiate this project.
The data scientists of this project were captains and super heroes within the German team, and their insights were the twelve player on the pitch.
------------------------------------------------------------------------
What do you think about the future of Big Data in sports? Feel free to share your comments and thoughts below. If you would like to read my upcoming posts, you can click 'Follow' on LinkedIn and connect with me via Twitter, and Data Aurora.
About:
Ali Rebaie is a Big Data Consultant and Analyst and one of the Top Big Data Influencers. Ali appeared in several lists of "Who's Who in Big Data". He provides organizations with a vendor-neutral selection of business intelligence & big data technologies and advice on big data and Information Management strategy and architecture. Ali is a frequent speaker at international conferences and regularly trains on big data, data journalism and visualization
