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This research aims at implementing an automation-based architectural design evaluation system, which is expected to be practically used for Korea Architect License Examination. The most important part in developing such system lies in creating a systematic way of translating between the drawings and the design criteria. It is because the drawings and the design criteria employ different knowledge representation system and accordingly it is not available to directly compare those. This research proposes a building data model which can be commonly used for representing the two different knowledge representation systems such as the drawings and the design criteria and also implements an automatic design evaluation system.