Personalized education systems recommend learning contents to students based on their capacity to accelerate their learning. This paper proposes a personalized exercise recommendation system for online self-directed learning. We first improve the performance of knowledge tracing models. Existing deep knowledge tracing models, such as Dynamic…

Teachers are faced with the demand to teach their students to be competent individuals in the 21st century so that they are prepared for any challenges they may face in their lives. To meet this need, many educators have identified creativity as a necessary competence of the 21st century. To this end, integrating SMART (Self-directed, Motivated,…

Studies show that interactive educational video can reduce cognitive overload, guide viewers' attention, and trigger reflection; moreover, tablets can help students to increase self-directed learning, take ownership of the learning process, and collaborate with one another. In this study, we examine whether interactive video together with tablets…