文章基本信息

标题：Sport Skill Analysis with Time Series Data
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作者：Toshiyuki MAEDA ; Masanori FUJII ; Isao HAYASHI 等
期刊名称：International Journal of Computer Information Systems and Industrial Management Applications
印刷版ISSN：2150-7988
电子版ISSN：2150-7988
出版年度：2014
期号：6
页码：373-380
出版社：Machine Intelligence Research Labs (MIR Labs)
摘要：We present sport skill data analysis with time series data from motion pictures, focused on table tennis. We use neither body nor skeleton 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.
关键词：Time Series Data; Sport Skill; Data Mining; Motion ; Picture; Knowledge Acquisition