TY  - JOUR
T1  - A Design of Effective Inference Methods and Their Application Guidelines for Supporting Various Medical Analytics Schemes
AU  - Kim, Moon Kwon 
AU  - La, Hyun Jung 
AU  - Kim, Soo Dong 
JO  - Journal of KIISE, JOK
PY  - 2015
DA  - 2015/1/14
DO  - 
KW  - medical analytics
KW  - formal model
KW  - data processing
KW  - inference
AB  - As a variety of personal medical devices appear, it is possible to acquire a large number of diverse medical contexts from the devices. There have been efforts to analyze the medical contexts via software applications. In this paper, we propose a generic model of medical analytics schemes that are used by medical experts, identify inference methods for realizing each medical analytics scheme, and present guidelines for applying the inference methods to the medical analytics schemes. Additionally, we develop a PoC inference system and analyze real medical contexts to diagnose relevant diseases so that we can validate the feasibility and effectiveness of the proposed medical analytics schemes and guidelines of applying inference methods.