만성 요통에 대한 맞춤형 상황 인지 시스템
Personalized Context-Aware System for Chronic Low Back Pain
- Resource Type
- Article
- Authors
- 윤도원; 진창호
- Source
- 한국산업경영시스템학회지, 44(4), pp.23-31 Dec, 2021
- Subject
- 산업공학
- Language
- 한국어
- ISSN
- 2287-7975
2005-0461
Treatment and management of chronic low back pain (CLBP) should be tailored to the patient’s individual context. However, there are limited resources available in which to find and manage the causes and mechanisms for each patient. In this study, we designed and developed a personalized context awareness system that uses machine learning techniques to understand the relationship between a patient’s lower back pain and the surrounding environment. A pilot study was conducted to verify the context awareness model. The performance of the lower back pain prediction model was successful enough to be practically usable. It was possible to use the information from the model to understand how the variables influence the occurrence of lower back pain.