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

页码：720 / 726

页数：7

共 50 条

[21] Digitizing method with application to the design of fractional-time prediction models
Braileanu, GI
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, : 2340 - 2345
[22] Investigation of the Application of the Psychological Training Method in Sports Teaching-Taking the Experiment of Return of Service in Badminton as an Example
Wang, Yunsheng
PROCEEDINGS OF 2014 2ND INTERNATIONAL CONFERENCE IN HUMANITIES, SOCIAL SCIENCES AND GLOBAL BUSINESS MANAGEMENT (ISSGBM 2014), VOL 25, 2014, 25 : 325 - 329
[23] Application of New Materials in Sports Equipment Design
Shi, Lei
Liao, Benlu
2015 2ND INTERNATIONAL CONFERENCE ON EDUCATION AND EDUCATION RESEARCH (EER 2015), PT 4, 2015, 8 : 178 - 182
[24] Application of design of experiment to a FCAW process
Kordas, Piotr
Beczkowski, Robert
Gucwa, Marek
Winczek, Jerzy
XXIII POLISH-SLOVAK SCIENTIFIC CONFERENCE ON MACHINE MODELLING AND SIMULATIONS (MMS 2018), 2019, 254
[25] A compound framework for sports results prediction: A football case study
Min, Byungho
Kim, Jinhyuck
Choe, Chongyoun
Eom, Hyeonsang
McKay, R. I.
KNOWLEDGE-BASED SYSTEMS, 2008, 21 (07) : 551 - 562
[26] Design and Application of Web Server Experiment Based on Task-based Teaching Method
Zhou, Li
Liu, Zhaobin
2016 THE 6TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND EDUCATION APPLICATION (ICEA 2016), 2016, 94 : 281 - 285
[27] AN EXPERIMENT TO DEMONSTRATE THE APPLICATION OF THE SCIENTIFIC METHOD
TANNENBAUM, IR
JOURNAL OF CHEMICAL EDUCATION, 1989, 66 (07) : 597 - 597
[28] A Novel Flexible Experiment Design Method
Zhai, Gang
Ma, Yaofei
Song, Xiao
Wu, Yulin
MODEL DESIGN AND SIMULATION ANALYSIS, 2016, 603 : 28 - 39
[29] Application of virtual prediction method to low-noise diesel engine design
College of Mechanical and Energy Engineering, Zhejiang University, Hangzhou 310027, China
Zhejiang Daxue Xuebao (Gongxue Ban), 2007, 3 (489-493):
[30] Design and Application of Network Management System for Sports Events
Liang, JianXun
Cai, YunTao
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 3357 - 3360

← 1 2 3 4 5 →