Machine learning (ML) is increasingly utilized in the development and assurance of safety-critical systems (SCSs) nowadays, much like other complex problems. Safety is the topmost priority in SCS, hence, developers who are working in this area must possess extensive knowledge of both ML and SCS. This article presents a methodical investigation…

Conducting K-12 outreach programs on university or college campuses focused on science, technology, engineering, and mathematics (STEM) disciplines is an essential part of the multifaceted effort for preparing future generations of engineers and scientists. However, the lack of structured frameworks to design and deliver activities and programs…

The objective of this research is to study if the use of the calculator decreases students' anxiety in the subject of differential and integral calculus. Specifically, the research is carried out with 30 engineering students. Auzmendi anxiety factor questions are used to measure anxiety. The study is carried out in two moments; in the first the…

Email filters classify new messages as either spam or not spam based on word frequency, syntax, and metadata. A "classifier" is an algorithm that maps input data into categories based on distinguishing characteristics, or "features." Features can be raw data or attributes derived from that data. "Feature engineering"…

Background: The importance of spatial abilities for individuals' success in science, technology, engineering, and mathematics (STEM) domains has been well established. Researchers have also emphasized the need to train engineering students in spatial ability. Although virtual reality (VR) offers prospects for training spatial abilities, research…

Contribution: This article presents significant contributions in the field of understanding and addressing misconceptions (MCs) related to Ohm's law. First, it provides a comprehensive list and detailed description of 16 MCs commonly observed among students, and identifies and emphasizes 11 good practices that educators can adopt to effectively…

Interdisciplinary learning plays a vital role in the education fields of the architecture, engineering, and construction (AEC) industry. According to the literature, interdisciplinary studies are often associated with professional skills that should be taught in engineering and other similar programs. Knowing the attributes and scope of…

Mathematical modelling and modelling activities are important for making sense of mathematical concepts in different extracurricular and daily life contexts. However, teachers may have difficulties in designing these activities in a way to establish meaningful relationships with real life, in accordance with the modeling process and the objectives…

The aim of the study was to ascertain the expectations and perceptions of engineering graduates regarding an engineering career in the world of work, and compare them to perspectives of academic leaders of the engineering disciplines in which these graduates studied. Using a mixed-methods approach, the study firstly entailed a quantitative survey…

Despite originating in the tech industry, hackathons have now been adopted in a variety of domains. However, little is known about the status of hackathon literature within educational research. As the number of studies grows, it is essential to develop an understanding of the current state and identify prevalent topics and trends shaping the…

Background: Pre-college engineering education reform documents aim to help students develop engineering literacy. Helping students develop sophisticated epistemological views about engineering makes a significant contribution toward developing engineering-literate citizenry. Despite these widely recognized benefits, research on students' and…

For students to sustain their learning beyond higher education, it is important for them to develop their evaluative judgement. Although the importance of evaluative judgement is well-established, the process through which students make such judgements remains contested. This study explores students' evaluative judgement process by asking 20…

Engineering drawing is valuable in capturing geometric features, conveying engineering ideas, and creating a blueprint of the intended product. Engineering students usually perform orthographic projections, imagining a 3D situation and sketching its 2D representation. That requires imagination and mental visualization, determined by the learner's…

Background: Both learning and problem solving are major goals of complex problem solving in engineering education. The order of knowledge construction and problem solving in learning through problem solving, however, has not been explained in current literature. Objectives: To understand their relationships, this study compared the effects of…

Demand for engineering-interested and proficient high school graduates continues to grow across the nation. However, there remains a severe gap in college participation and employment in engineering fields for students with learning disabilities (SWLDs). One potential way to encourage SWLDs to consider engineering as a profession and promote the…