Application of Design of Experiment Method for Sports Results Prediction

被引：6
|
作者：
Liu, Fangyao [1 ]
Shi, Yong [1 ]
Najjar, Lotfollah [1 ]
机构：
[1] Univ Nebraska, 1110 S 67th St, Omaha, NE 68182 USA
来源：
5TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2017 | 2017年 / 122卷
关键词：
Sports prediction; Design of Experiment; Predict modeling; Data quality management;
D O I：
10.1016/j.procs.2017.11.429
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Sports results prediction is increasingly important than many years ago, many factors can impact the results. Other than prediction accuracy, easy to predict is also significant. This research paper explores three easy to grab factors and uses DOE (Design of Experiment) method to determine the effects on sports result prediction. Another goal is to explore the three factors'importance. This research data modeling is based on the NBA (National Basketball Association) game data. All the data is extracted from an official and public data source of 2015 to 2016 regular season. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码：720 / 726
页数：7
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