Instructional video quality evaluation is a heavy task due to the rapid growth of available instructional videos and limited experts. In order to solve this problem, this paper presents an approach to automatically evaluate instructional videos. Instructional video evaluation is different from general video evaluation in that the important characteristics of an instructional video is supporting the understanding of course content. Therefore, a metric of instructional video assessment is established. It includes five indicators, i.e. screen effe...