Presentation information

General Session

General Session » GS-3 Knowledge utilization and sharing

[2H3-GS-3b] 知識の利用:社会応用

Wed. Jun 9, 2021 1:20 PM - 3:00 PM Room H (GS room 3)

座長:服部 宏充(立命館大学)

1:20 PM - 1:40 PM

[2H3-GS-3b-01] Evaluation of martial arts demonstration focusing on motion timing using acceleration data

〇Shohei Yamanaka1, Kosuke Shima1, Atsuko Muto1, Koichi Moriyama1, Togoro Matsui2, Nobuhiro Inuduka1 (1. nagoya institute of technology, 2. Chubu University)

Keywords:data analysis

In martial arts such as taekwondo, it is important to know one’s own skill level in order to improve. In this study, we propose a method to evaluate the performance of taekwondo, attaching a smartphone with the waist and collect acceleration data. In martial arts, including taekwondo, when a martial artist stops moving, he or she instantly holds the entire body still. The acceleration data shows a peak at the moment of this stillness. If the timing of this peak is the same in all three axes, the fighter is considered to be more skilled.In this paper, We use the difference in the timing of the three axes to calculate the feature value, and decision trees create to evaluate the movement from the acceleration data using these features as explanatory variables. We evaluated the effectiveness of decision trees and confirmed these accuracy.

Authentication for paper PDF access

A password is required to view paper PDFs. If you are a registered participant, please log on the site from Participant Log In.
You could view the PDF with entering the PDF viewing password bellow.