This research originated from the need to transform unstructured internship assignment descriptions from the OnStage dataset into structured insights that support a better understanding of SME challenges in the Zeeland region. The objective was to contribute to the desired future situation in which the …

The goal of this project is to investigate the feasibility and value of a modular tool system for the Roberine machine platform (seen in Figure 1). Currently, the Roberine is used as a mowing machine with a limited range of available tools. This may reduce its versatility compared to competing machines …

Despite the key roles of circular startups and investors in enabling the transition towards a circular economy, weak connections have been found between the two actors, limiting effective collaboration and the exchange of resources. While previous research demonstrated the beneficial role of intermediaries …

Daskan Inc. manages a diverse portfolio of engineering projects and faces a recurring challenge inaccurately estimating the engineering effort required and understanding differences in project workload and difficulty at the early stage of a project. Currently, these estimations rely heavily on expert …

Radiotherapy departments face increasing pressure due to rising patient volumes, workforce shortages, and complex multidisciplinary workflows. Although Hospital Information Systems (HIS) capture time‑stamped workflow data, these data are rarely transformed into actionable insights that support continuous …

Traditional non-linear models offer Dutch municipalities limited insight into the social behaviour of local stakeholders, even though this behaviour largely determines the success of policies in complex sociotechnical systems. This study addresses the following research question: “How can an agent-based …

Awareness of climate change and stricter emission regulations have accelerated the search for sustainable energy solutions. A central goal is carbon-neutral energy use, minimizing greenhouse gas emissions while ensuring reliable energy supply. In applications with limited grid access—such as festivals, …

This research explored whether machine learning models could predict shifts in participants’ preferences and attitudes towards energy solutions based on behavioural and self-reported engagement data collected during visual educational interventions. Through four sub-questions, the study evaluated how …

This applied research aims to provide insights that will assist Naturalis Biodiversity Center, a leading institution in biodiversity research attracting around half a million museum visitors annually, in enhancing public understanding of biodiversity and motivating greater stewardship of nature. Over …

This report addresses the critical role of social media marketing in boosting brand awareness and driving sales for Ustrem JSC, a Bulgarian industrial manufacturer lacking previous online visibility. The study specifically investigates the research question: "What role does social media marketing play …