A PLATFORM VIEWW OF AUTIMATIC SHORT ANSWER SCORING SYSTEM

In this paper we present a platform for automatic short answer scoring in Bahasa Indonesia. This platform was built based on Machine Learning model which learns how human evaluator assigning score. This platform is not merely an automatic scoring machine, but it also enables users to re-train the machine until the optimal performance is obtained. The platform provides some features that can be customized to the user needs starting from the pre-processing to the choice of Machine Learning models. We named the platform UKARA, a javanesse word for a sentence. UKARA Automatic Short Answer Scoring (ASAS) has been implemented with FastText, Support Vector Machine, and AdaBoost to learn from the human evaluation. Above all, UKARA ASAS comes with a user-friendly interface which allows non-technical users to use it without the hassle.