The purpose of this study is to develop an intervention framework based on video clickstream interactions for delivering superior user experience for video lectures. Apart from existing studies on data-driven interventions, this study focuses on video clickstream interactions to identify timely interventions for creating interactive video…

Many studies have measured the effects of separate scaffolding methods for online learning, but the various methods are seldom directly compared to provide concrete teaching suggestions. This study aims to investigate the effects of three popular scaffolding methods on students' ability to obtain resume standards, course satisfaction and…

This paper presents an empirical study on the integration of an intelligent teaching system, Moso Teach (MT), into an English curriculum in a top-ranked four-year university in China. Data sources include the reports and analysis generated by the learning analytics tools in MT, a survey of students, final exam scores, and the instructor's…

The addition of animated pedagogical agents (APAs) in computer-assisted learning (CAL) systems could successfully enhance students' learning motivation and engagement in learning activities. Conventionally, the APA incorporated multimedia materials are constructed through the cooperation of teachers and software programmers. However, the thinking…