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. …

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 …

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 …

Philosophy is an elective subject in secondary education in the Netherlands, which is not often studied in the context of citizenship education. This is probably because only a minority of students participate in philosophy classes in the upper grades of secondary education (approximately 2-5% of all …

In recent decades, the number of cases of knee arthroplasty among people of working age has increased. The integrated clinical pathway ‘back at work after surgery’ is an initiative to reduce the possible cost of sick leave. The evaluation of this pathway, like many clinical studies, faces the challenge …