This study provides an approach that applying Data Mining techniques on skin diagnosis automatically to detect the region that contain problems. The proposed approach is suitable for mobile devices to perform skin diagnosis, and applies the data mining on color space of the collected skin images to construct skin models. The advantage of the approach proposed is that the regions with similar color can be distinguished to reduce the error.