Proceedings of the Korean Institute of Information and Commucation Sciences Conference (한국정보통신학회:학술대회논문집)The Korea Institute of Information and Commucation Engineering (한국정보통신학회)
A Study on Automatic Analysis Method of Human Behavior Using K-Mean Clustering of Smartphone Acceleration Sensor
스마트폰 가속도 센서의 K-평균 클러스터링을 이용한 사람행동 자동분석 방법에 대한 연구
- Park, Jong-Kun (Division of Convergence Computer and Media, Mokwon University) ;
- Song, Teuk-Seob (Division of Convergence Computer and Media, Mokwon University)
- Published : 2019.05.23
Smartphones have various sensors built in. In particular, acceleration sensors are used to analyze human behavior because they can detect movement of objects. Previous studies have analyzed the behavior of people by analyzing the magnitude of acceleration sensor values. In this study, we proposed a method of detecting the motion by applying the K-average of the acceleration sensor value built in the smartphone. We proposed a method of recognizing walking and running, which is basic human behavior, by applying K-average of acceleration sensor value of smartphone.
Supported by : 한국연구재단