In educational applications, "Knowledge Tracing" (KT) has been widely studied for decades as it is considered a fundamental task towards adaptive online learning. Among proposed KT methods, Deep Knowledge Tracing (DKT) and its variants are by far the most effective ones due to the high flexibility of the neural network. However, DKT…

The engineering design process has been largely implemented in a collaborative project format. Recently, technological advancement has helped collaborative problem solving processes such as engineering design to have efficient implementation using computers or online technology. In this study, we investigated college students' interaction and…

In this paper, we discuss how externalizing learners' interaction behavior may support learners' explorations in an adaptive educational hypermedia environment that provides activity-oriented content. In particular, we propose a model for producing interpretative views of learners' interaction behavior and we further apply this model to…

This paper reports on a study of students' conceptual sensemaking with science diagrams within a computer-based learning environment aimed at supporting collaborative learning. Through the microanalysis of students' interactions in a project about energy and heat transfer, we demonstrate "how" representations become productive social and cognitive…

In this paper we examine how two groups of middle school students arrive at shared understandings of and solutions to mathematical problems. Our data consists of logs of student participation in the Virtual Math Teams (VMT) system as they work on math problems. The project supports interaction both through chat and through a virtual whiteboard. We…

This paper reviews existing methods used to address questions about interactivity, cognition and learning in multimedia learning environments. Existing behavioural and self-report methods identified include observations, audit trails, questionnaires, interviews, video-stimulated recall, and think-aloud protocols. The limitations of these methods…

Recent literature on the role of the interactive whiteboard (IWB) has indicated numerous ways in which teachers make use of the IWB to support children's learning. In these studies there is a growing awareness of changing roles in the classroom as teachers gain confidence in the use of new technologies. This study describes how a researcher worked…

This discussion paper highlights a number of themes emerging from contemporary research into teaching with whole-class interactive technologies. Focusing particularly on the contributions to this special issue, the paper considers the significance of whole-class interactive technologies (primarily interactive whiteboards) with respect to the use…

This paper seeks to set the scene for the ensuing articles in this themed issue by placing the recent developments with interactive whiteboards (IWBs) in their historical context. It argues that use of this instructional technology has already had a profound impact upon teaching and highlights the importance of educational researchers considering…

Many epistemic activities, such as spatial reasoning, sense-making, problem solving, and learning, are information-based. In the context of epistemic activities involving mathematical information, learners often use interactive 3D mathematical visualizations (MVs). However, performing such activities is not always easy. Although it is generally…

In this discussion piece the authors reflect on work over the past decade, arguing that mathematics teachers have developed technical proficiency in the use of interactive whiteboard hardware and associated software before using this to develop confidence in creating and modifying materials to be used with commercially produced programs in…

This paper will offer a discussion of the literature concerning multimodality, orchestration and participation related to classroom use of the interactive whiteboard (IWB). Specifically, it will explore the place, or potential use, of the IWB to resource a multimodal approach to teaching and learning, emphasising the complex connections that need…

This paper focuses on the use of interactive whiteboards (IWBs) as a tool for encouraging and supporting classroom dialogue. The authors' concern here is with the promotion of "dialogic" communication between teachers and students, which is now widely recognised as educationally valuable. In this study they investigated how teachers…

In order to collaborate effectively in group discourse on a topic like mathematical patterns, group participants must organize their activities in ways that share the significance of their utterances, inscriptions, and behaviors. Here, we report the results of a ethnomethodological case study of collaborative math problem-solving activities…

Recent CALL research suggests that the arrival of new technologies in the language classroom has led to an increased dominance of the socio-constructivist paradigm (Felix, 2006). Borg (2006) suggests, however, that the hegemony of this paradigm may not extend beyond well-researched university and private ESL contexts. The present study tests this…