Bibliometric mapping is widely used in educational technology research to visualize research field development (e.g. the current status and trend). However, there has been limited research examining the present state, challenges, and potential applications of bibliometric mapping techniques in the field of educational technology. In an effort to…

This article aims to provide the reader with a comprehensive background for understanding current knowledge on online learning through a systematic literature review of the published literature in peer-reviewed English language journals. We reviewed 5,803 articles published over 26 years (1993-2018). We focused on the number of articles published,…

For researchers seeking to improve education, a common goal is to identify teaching practices that have causal benefits in classroom settings. To test whether an instructional practice exerts a causal influence on an outcome measure, the most straightforward and compelling method is to conduct an experiment. While experimentation is common in…

In massive open online courses (MOOCs), learners can interact with each other using discussion boards. Automatically inferring the states or needs of learners from their posts is of interest to instructors, who are faced with a high attrition in MOOCs. Machine learning has previously been successfully used to identify states such as confusion or…

Previous studies have attempted to examine and explain the integration of technology into the learning process. Most of these studies are related to the disciplines of pedagogy and informatics. The rest of the relevant literature cannot be definitively assigned to one discipline, but is often located at the intersection with the field of…

To create a satisfying social learning experience, an emerging challenge in educational data mining is to automatically assign students into effective learning teams. In this paper, we utilize discourse data mining as the foundation for an online team-formation procedure. The procedure features a deliberation process prior to team assignment,…

In a MOOC environment, each student's interaction with the course content is a crucial clue for learning analytics, which offers an opportunity to record learner activity of unprecedented scale. In online learning, the educators and the administrators need to get informed with students' learning states since the performance of unsupervised…

As universities continue to grow their undergraduate programs, graduate students are increasingly called upon to teach first and second year classes, often without feeling adequately prepared for the task. These teaching opportunities, however, can provide novice instructors with a chance to engage in the Scholarship of Teaching and Learning…

Active, dialogic participation is a necessary component of high quality teacher professional learning (Dunst, Bruder, & Hamby, 2015). However, logistical problems arise when implementing cooperative learning opportunities for early childhood educators, as preschool teachers are habitually separated from peers both institutionally and…

The practice and application of education data mining and learning analytics has become the focus of educational researchers. However, it is still a difficult task to explore the law of group learning and the characteristics of individual learning. In this study, the online learning logs of 1,088 students from 22 classes were analyzed from the…

An important research problem for Educational Data Mining is to expedite the cycle of data leading to the analysis of student learning processes and the improvement of support for those processes. For this goal in the context of social interaction in learning, we propose a three-part pipeline that includes data infrastructure, learning process…

This chapter looks into the changing contexts and definitions of clienteles of lifelong learners over the last quarter of a century. The author has been involved in three closely related studies on who lifelong learners are, how they access and participate in higher education (HE), and how and what are they learning in HE and summarises some of…

This commentary investigates the extent to which the control-value theory of emotions (Pekrun, 2006) is applicable in online learning environments. Four empirical studies in this special issue of "The Internet and Higher Education" explicitly used the control-value theory as their theoretical framework and several others have components of the…

"Continuous partial attention" is a term that was coined in the late 1990s, to describe the increasingly dispersed nature of attention in online environments. The purpose of this article is to describe the concept, discuss its implications for online learning, and propose a new agenda for research in what has been called "the Age of Interruption."

Adult learners value the flexibility and convenience offered to them as online learners, and many learners are required to absent themselves from their online classes during courses in order to accommodate demanding schedules. What factors and tensions contribute to learners' decision-making at these times? This qualitative study considered the…