crossrefSensors2026-03-04
Application of Machine Learning Approach to Classify Human Activity Level Based on Lifelog Data
Si-Hwa Jeong, Woomin Nam, Keon Chul Park
The present paper provides a human activity-level classification model based on the patient’s lifelog collected from wearable devices. During about two months, the heart rate, step count, and calorie consumption for a total of 182 patients were collected from a wearable device. U…