Within Human Activity Recognition (HAR), there is an insurmountable gap between the range of activities performed in life and those that can be captured in an annotated sensor dataset used in training. Failure to properly handle unseen activities seriously undermines any HAR classifier's reliability. …

This paper investigates the advantages and challenges associated with synchronous and asynchronous activities in intercultural virtual collaboration (IVC) projects, particularly in relation to student satisfaction and learning outcomes. This study draws parallels between two distinct IVC projects. The …

Sewer pipe defects pose a serious challenge for municipalities, as delayed detection leads to costly repairs and service disruptions. Timely inspection is therefore essential, yet current practice relies on manual video review, which is labor-intensive and subjective. Computer vision offers automation, …

Although near-peer role modeling (NPRM) has been suggested as an effective pedagogical intervention for boosting confidence, motivation, and self-efficacy, few studies have examined its connection with learner needs and well-being utilizing an established psychological framework. The present study investigates …

The dissertation Pathways of Musical Creativity shows that students’ musical creativity can develop in an intervention with Video Feedback Coaching for teachers, mediated by their support of students’ creative autonomy during classroom interactions in music lessons. Autonomy support entails fostering …

In this thesis, we focus on developing behaviours for socially interactive agents (SIAs). The context in which the agent is used is a self-regulated learning system for children. We focus on personalising learning objectives and interaction content within an intelligent tutoring system (ITS). We envision …

Background Practical work provides the unique opportunity for students to make a clear connection between their hands-on activities and the underlying minds-on concepts, but research indicates that these possibilities are used relatively little or unsuccessfully. Purpose In this study, lesson design …

Unraveling the numerous factors that drive phenotypic variation in trait expression among animals has long presented a significant challenge. Whereas traits like growth and adult size are often heritable and are passed on from one generation to the next, these can be significantly affected by the quality …

This paper highlights the use of State Space Grids (SSGs) for studying real-time classroom discourse in an intervention targeting professional development. State Space Grid analysis is both a powerful way to visualise patterns in interactional data, and a starting point for further quantitative analysis. …

Building on the Minds-On project, this study developed the online module “Celestial Bodies” to enhance hands-on and minds-on learning, providing students with individualised feedback prompts to monitor and identify weaknesses in their understanding. The lesson centred on classifying 14 celestial bodies …