The aim of this study is to investigate the effects of project-based Arduino educational robot applications on students' computational thinking skills and their perception of STEM skill levels. The study group consists of 6th grade students from 2 different secondary schools from Turkey. Within the scope of the research, classes were assigned to…

Hackathons, the time-bound collaborative project-based competitions increasingly popular with undergraduate CS students, are both transformative and problematic. On one hand, they are unique opportunities to apply skills learned in the classroom to real-world, interest driven projects that celebrate risk taking, collaboration, and playfulness. On…

In this paper, we describe a code-reading support environment and practical classroom applications using this environment to understand nested loops. Previously, we developed a code-reading support system based on visualization of the relationships among the program code, target domain world, and operations. We implemented the proposed system in…

The current investigation aimed to explore how and to what extent technology tools and web-delivered language learning platforms impact the academic performance of English language learners (ELLs) at the tertiary level. The study used a quantitative experimental research method employing a single-group pre-test and post-test design. A total of…

Analysis of programming process data has become popular in computing education research and educational data mining in the last decade. This type of data is quantitative, often of high temporal resolution, and it can be collected non-intrusively while the student is in a natural setting. Many levels of granularity can be obtained, such as…

Nowadays, computer programming is getting more necessary in the course of program design in college education. However, the trick of plagiarizing plus a little modification exists among some students' home works. It's not easy for teachers to judge if there's plagiarizing in source code or not. Traditional detection algorithms cannot fit this…

b-Mat@plicada is a b-learning Mathematics course for Higher Education students, mainly composed of educational videos available in the institutional Moodie platform. These contents were created by following a set of guidelines, where three components are considered: the quality of students' learning, the teacher's time and computer skills, as well…

Learning programming is a painful process for most students, especially those learning text- based programming languages. In this study, based on the principle of Bandura's social learning theory, the vicarious real-life experiences of several pioneers in the field of IT and programming were presented as 15-minutes stories to a group of 9th…

Hardware security is one of the most researched areas in the field of security. It focuses on discovering and understanding attacks and countermeasures for electronic hardware that provides the "root-of-trust" for modern computing systems upon which the software stack is built. The increasing reliance on electronic devices in our…

Traditionally, cognitive skills in mathematics and language have been described as key indicators for success. However, the social, technological, and economic changes that have occurred in the 21st century have made critical thinking, creativity, communication, and collaboration, key competences to face the challenges of a rapidly changing world.…

When designing learning environments and curricula for diverse populations, it is beneficial to connect with learners' cultural knowledge, and the related interests, they bring to the learning context. To aid in the design and development of a computing curriculum and identify these areas of personal and cultural connection, we conducted a series…

New computer science standards are being rapidly introduced at the elementary level but little is known about how to prepare teachers to learn and teach the content of these standards, or how to support students with disabilities in learning computer science. Accordingly, we designed and studied the Inclusive Computer Science Model of Professional…

This is the second of three whitepapers on designing curricula for diversity. It provides the step-by-step process for using the Equity and Inclusion for Curriculum Design (EI-CD). Additionally, it describes how the framework can be used to design and adapt STEM+CS [science, technology, engineering, mathematics, and computer science] curriculum…

Concept map (CM) is a theoretically sound yet easy to learn tool and can be effectively used to represent knowledge. Even though many disciplines have adopted CM as a teaching and learning tool to improve learning effectiveness, its application in IS curriculum is sparse. Meaningful learning happens when one iteratively integrates new concepts and…

Despite a growing need for educational tools that support students at the earliest phases of undergraduate Computer Science (CS) curricula, relatively few such tools exist--the majority being Intelligent Tutoring Systems. Since peer interactions more readily give rise to challenges and negotiations, another way in which students can become more…