@article{ART003237102},
author={Guijung Kim},
title={Intelligent Health Pattern Analysis System Using u-Health Data},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2025},
volume={11},
number={4},
pages={43-48}
TY - JOUR
AU - Guijung Kim
TI - Intelligent Health Pattern Analysis System Using u-Health Data
JO - Journal of Internet of Things and Convergence
PY - 2025
VL - 11
IS - 4
PB - The Korea Internet of Things Society
SP - 43
EP - 48
SN - 2466-0078
AB - This study aims to develop a personalized health management system in the u-Health environment by processing real-time streaming data and applying ontology-based knowledge structuring. Unstructured biometric data collected from various wearable sensors are refined and standardized through advanced ETL processes, and semantically structured using ontology. Based on this, an intelligent analysis system utilizing time-series analysis and machine learning models is proposed to quantitatively assess health status changes and automatically detect anomalies. The integration of real-time data processing and semantic knowledge representation enhances the efficiency and reliability of health management, contributing to long-term risk prediction and early warning.
KW - u-Health Data;Health Pattern Analysis;Ontology;ETL
DO -
UR -
ER -
Guijung Kim. (2025). Intelligent Health Pattern Analysis System Using u-Health Data. Journal of Internet of Things and Convergence, 11(4), 43-48.
Guijung Kim. 2025, "Intelligent Health Pattern Analysis System Using u-Health Data", Journal of Internet of Things and Convergence, vol.11, no.4 pp.43-48.
Guijung Kim "Intelligent Health Pattern Analysis System Using u-Health Data" Journal of Internet of Things and Convergence 11.4 pp.43-48 (2025) : 43.
Guijung Kim. Intelligent Health Pattern Analysis System Using u-Health Data. 2025; 11(4), 43-48.
Guijung Kim. "Intelligent Health Pattern Analysis System Using u-Health Data" Journal of Internet of Things and Convergence 11, no.4 (2025) : 43-48.
Guijung Kim. Intelligent Health Pattern Analysis System Using u-Health Data. Journal of Internet of Things and Convergence, 11(4), 43-48.
Guijung Kim. Intelligent Health Pattern Analysis System Using u-Health Data. Journal of Internet of Things and Convergence. 2025; 11(4) 43-48.
Guijung Kim. Intelligent Health Pattern Analysis System Using u-Health Data. 2025; 11(4), 43-48.
Guijung Kim. "Intelligent Health Pattern Analysis System Using u-Health Data" Journal of Internet of Things and Convergence 11, no.4 (2025) : 43-48.
