Arrangement of Players Position in Soccer Using the Technique of Naive Bayes

ComTech Pub Date : 2015-12-01 DOI:10.21512/comtech.v6i4.2204
Gusti Made Trisetya Putra, M. Rusli
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引用次数: 1

Abstract

In the modern soccer era, soccer is already considered as an entertainment, even modern soccer already become as an industry or a business that considered can bring a great profit to the club owner. One of the most important factor in building a team is young age soccer player development. Right young age soccer player development method, can be very helpful in establish a good team. A professional team must have a coach, for the first team or junior team. The duties of a coach is determine a right position for soccer player in the game, this duties sometimes make a coach is hard to making a right decision. This research will discuss about how to design a decision support system for determine soccer player using naive bayes technique. Data mining used naive bayes technique for find a prediction for soccer player based on the player skill test result. From this research result, it can be seen that by using decision support system using data mining with naive bayes technique can be help coach performance in determine position for soccer player especially for young age soccer player development so that can help coach in the making right decision effectively and efficiently.
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用朴素贝叶斯技术安排足球运动员的位置
在现代足球时代,足球已经被认为是一种娱乐,甚至现代足球已经成为一种被认为可以给俱乐部老板带来巨大利润的产业或商业。建立一支球队最重要的因素之一是年轻球员的发展。正确的少年足球运动员培养方法,可以对建立一支优秀的球队很有帮助。职业队必须有一名教练,无论是一线队还是青年队。教练的职责是为足球运动员在比赛中确定一个正确的位置,这种职责有时使教练很难做出正确的决定。本研究将讨论如何利用朴素贝叶斯技术设计一个足球运动员决策支持系统。数据挖掘利用朴素贝叶斯技术,根据球员技术测试结果对足球运动员进行预测。从本研究结果可以看出,利用基于朴素贝叶斯技术的数据挖掘决策支持系统可以帮助教练在足球运动员特别是青少年足球运动员的发展中确定位置,从而有效地帮助教练做出正确的决策。
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发文量
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审稿时长
16 weeks
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