Automatically detecting bugs in student program code is critical to enable formative feedback to help students pinpoint errors and resolve them. Deep learning models especially code2vec and ASTNN have shown great success for "large-scale" code classification. It is not clear, however, whether they can be effectively used for bug…

In 2013, NSF funded the Center on Innovative Research in Cyberlearning (CIRCL) to support the Cyberlearning and Future Learning Technologies (CFLT) program, the first such programmatic support center outside NSF's Directorate on Education and Human Resources (EHR). One difficulty NSF confronts when funding such centers, however, is quantifying…

Recent years have seen a growing interest in block-based programming environments for computer science education. While these environments hold significant potential for novice programmers, they lack the adaptive support necessary to accommodate students exhibiting a wide range of initial capabilities and dispositions toward computing. A promising…

This paper presents a study which aims to provide an understanding of the impact of using the components of a digital mobile-based behavior change intervention (mBCI) to support critical thinking skills during university student research projects. The digital behavior change interventions are tools and techniques designed to induce behavior change…

Students in rural schools have the potential to achieve at high levels; however, they need support to develop this potential. Research indicates a particular need in the area of STEM education. This study looks at how to enhance school-wide instruction, collaboration, and assessment related to increased student participation in coding and computer…

This paper presents three case studies that examined the use of ClassTranscribe in a diverse set of undergraduate engineering classes in 2019 and 2020 at the University of Illinois at Urbana-Champaign. ClassTranscribe, a video viewing system designed with accessibility and learning in mind, was first presented to the ASEE [American Society for…

The purpose of the present study was to investigate how inclusion of computational creativity exercises (CCE) based on Epstein's Generativity Theory (1996, 2005; Epstein, Schmidt, & Warel, 2008) in post-secondary computer science [CS] courses affected students' class grades, learning of computational thinking and CS knowledge, self-efficacy,…

In response to the glaring disparities in the number of African-Americans, Hispanics, Native Americans, and females employed in computer science (CS) field, the purpose of this study was to enhance underrepresented minority (URM) students' identification with and motivation for CS through a culturally relevant intervention in a required high…

There is a current crisis in computer science teacher certification in US, which primarily centers around a growing confusion in licensure requirements. Some universities have created Computer Educator Licensure (CEL) programs to better address this confusion and to help train the next generation of K-12 computer science educators. The authors of…

The CS0 course in the curriculum typically has the role of introducing students into basic concepts and terminology of computer science. Hence, it is used to form a base on which the subsequent programming courses can build on. However, much of the effort to build better methodologies for courses is spent on introductory programming courses…

Learning is most effective when accompanied by doing. If someone desires to become a baseball player, being told how to play the game, watching others play and even understanding the rules of the game are mostly ineffective if the individual never "swings the bat". This paper outlines the implementation of this method (swinging the bat)…

Integrated curricula and experiential learning are the main ingredients to the recipe to improve student learning in higher education. In the academic computer science world it is mostly assumed that this experiential learning takes place at a business as an internship experience. The intent of this paper is to schism the traditional understanding…

Having implemented and evaluated over 35 mlearning projects in a variety of contexts in higher education over the past 6 years the researcher is ready to share the untold secret: not all mlearning projects succeed! This article critiques three of the researcher's mlearning projects that can be classed as "failures" and compares them to successful…

A computer confidence course designed to teach the fundamentals of computer literacy was offered to 19 members of the Las Vegas (Nevada) Senior Center (mean age = 63.9 years). Computer anxiety and computer literacy measures were taken before and after the 12-hour course. The course curriculum included sections on computer knowledge, computer…

The 2-year NSF (National Science Foundation)-funded Girls Research Opportunities in Computing (Girls R.O.C.) project conducted an intense 3-week residential program to encourage and motivate seventh and eighth grade female students to pursue the study of computer science with emphasis on Information Technology (IT). Forty-eight girls were selected…