In this paper, we develop database application model and its service for side effect prediction of drug, which is our first research goal of big data application, and for drug discovery, which finds new uses for old drugs, introducing the proposed software development process in MDA into our research process. Drug side effect prediction is one of screening methods in drug discovery. The drug candidates can be ranked by this prediction.