Research on video activity detection has primarily focused on identifying well-defined human activities in short video segments. The majority of the research on video activity recognition is focused on the development of large parameter systems that require training on large video datasets. This dissertation develops a low-parameter, modular…

In conversations about pedagogy, researchers often overlook how physical space and movement shape teacher sensemaking. This article offers a comparative case study of classroom videos using a dynamic visual method to map embodied interaction called "interaction geography." Our analysis proposes an integrative framework to study classroom…

The more-than-human turn in early childhood education has highlighted the relevance of children's intra-actions with their environment, as well as the multiple ways in which worlds and literacies emerge in them. The rejection of representationalism as the single source of knowledge leads to the consideration of affect, embodiment, memories, sound…

Teachers' spatial behaviours in the classroom can strongly influence students' engagement, motivation and other behaviours that shape their learning. However, classroom teaching behaviour is ephemeral, and has largely remained opaque to computational analysis. Inspired by the notion of Spatial Pedagogy, this paper presents a system called 'Moodoo'…

This paper reports on an analysis of patterns of children's bodily movements in an Early Years classroom. I illustrate two prevalent patterns identified during close observations of children's walking movements as they as they followed their interests while accessing continuous provision in an Early Years setting in England. I termed the patterned…

The concept of 'flexible seating' has emerged as a possibility to meeting the goals of an active learning classroom. Recent scholarship has suggested that numerous student learning predictors are enhanced when interacting with flexible seating. This study aims to fill a gap in the literature by investigating the effects of flexible seating from a…

A renovation incorporated Innovative Learning Environments' design principles. The exploratory study used a Basic Mixed Method, Convergent Parallel Research Design. Behavioral observations and photographic tracing, two surveys (pre- and post-intervention), interviews, and instrument testing. Overall findings: (a) students and educators are excited…

Agency and its role in the early literacy classroom has long been a topic for debate. While sociocultural accounts often portray the child as a cultural agent who negotiates their own participation in classroom culture and literacy learning, more recent framings draw attention from the individual subject, instead seeing agency as dispersed across…

The purpose of this "phronetic," quasi-experimental study was to examine if skill-based and performative aerial practice (treatment group-class, n = 8) was more beneficial on mental health and the love of movement than only skill-based aerial practice (control group-class, n = 9). The total study population included 17 undergraduate,…

The purpose of this article is to persuade teachers of English at all levels to allow for more student movement, even if just a little. Kevin McCaughey calls this approach to a dynamic classroom space a Movable Class. The first part of this article looks at how lack of movement, especially prolonged sitting, has serious health consequences. The…

It is often assumed when students fidget they are not on task. Two within-subject studies challenge this assumption by testing the effect of allowing fidgeting on three types of thinking: speeded mental math (Study 1), brainstorming and memory (Study 2). Study 1 showed that student's performance on speeded math was no different when performed in a…

The number of dual language learners in early childhood classrooms is expanding every year--and teachers often feel underprepared to bridge language barriers and effectively meet these students' learning needs. Help is here in this book--a toolbox of today's best strategies for supporting children and families from diverse backgrounds and ensuring…

This paper examines the effect of the architectural layout of two classrooms (one flexible and one less-flexible) on Teaching Assistants' (TAs) movement and interactions with students. Four TAs from a first-year undergraduate introductory course were chosen for the two studies. In study 1, the TAs taught the same lesson twice to two groups of…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…