The application of Computerized Adaptive Test (CAT) in E-learning has been developed for many years. However, the content and object of this application are always limited to small-scale test. In the past, the OpenCourseWare which has been available for public, generally does not provide the function of adaptive assessment. The issue on how do public members undergo learning outcomes assessment, has always been a problem for research purpose. In 2013, National Tsing Hua University has developed Taiwan’s first Massive Open Online Courses (MOOCs). Currently, NTHU is planning to conduct a large-scale adaptive test based on the course called Introduction to Computer Networks. As an example of evaluation, 7 quizzes will be given based on the course content of the past 7 weeks, by using Interpretive Structural Modeling (ISM) applied to analyze students’ responses and concepts as well as the passing rate and achievement level of the final examination. Thus, NTHU is aiming to execute Taiwan’s first adaptive assessment model of MOOCs, hence to be the reference model of the future extensive development of online education adaptive assessment.