As computing becomes a mainstream discipline embedded in the school curriculum and
acts as an enabler for an increasing range of academic disciplines in higher education, the …

Educational data mining and learning analytics promise better understanding of student
behavior and knowledge, as well as new information on the tacit factors that contribute to …

Debugging is an important skill for novice programmers to acquire. Error messages help
novices to locate and correct errors, but compiler messages are frequently inadequate. We …

In recent years, learning process data have become increasingly easy to collect through
computer-based learning environments. This has led to increased interest in the field of …

The recent surge in interest in using educational data mining on student written programs
has led to discoveries about which compiler errors students encounter while they are …

Learning programming techniques can be challenging and frustrating for many students.
Many instructors use drill-and-practice strategies to help students develop basic …

Web-based programming exercises are a useful way for students to practice and master
essential concepts and techniques presented in introductory programming courses …

In this paper, we introduce ProgSnap2, a standardized format for logging programming
process data. ProgSnap2 is a tool for computing education researchers, with the goal of …

The correction of exercises in programming courses is a laborious task that has traditionally
been performed in a manual way. This situation, in turn, delays the access by students to …

Over the past decades, computer science educators have developed a multitude of
interactive learning resources to support learning in various computer science domains …