Time Series Data Analysis for Sport Skill

被引：0

作者：

Maeda, Toshiyuki ^{[1
]}

Fujii, Masanori ^{[1
]}

Hayashi, Isao ^{[2
]}

机构：

[1] Hannan Univ, Fac Management Informat, Matsubara, Osaka, Japan

[2] Kansai Univ, Fac Informat, Suita, Osaka, Japan

来源：

2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA) | 2012年

关键词：

Time Series Data; Sport Skill; Data Mining; Motion Picture Processing; Knowledge Acquisition;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present a time series data analysis for sport skill using data mining methods from motion pictures, focused on table tennis. We do not use body model, but use only hi-speed motion pictures, from which time series data are obtained and analyzed using data mining methods such as C4.5 and so on. We identify internal models for technical skills as evaluation skillfulness for forehand stroke of table tennis, and discuss mono and meta-functional skills for improving skills.

引用

页码：392 / 397

页数：6