Efforts to improve computer science education are underway, and teachers of computer
science are challenged in introductory programming courses to help learners develop their …

The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

Large Language Models (LLMs), such as ChatGPT, are quickly advancing AI to the frontiers
of practical consumer use and leading industries to re-evaluate how they allocate resources …

Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …

To provide personalized help to students who are working on code-writing problems, we
introduce a data-driven tutoring system, ITAP (Intelligent Teaching Assistant for …

While explanations may help people learn by providing information about why an answer is
correct, many problems on online platforms lack high-quality explanations. This paper …

The prospect of “big data” at once evokes optimistic views of an information-rich future and
concerns about surveillance that adversely impacts our personal and private lives. This …

Consider an autonomous teacher agent trying to adaptively sequence material to best keep
a student engaged, or a medical agent trying to help suggest treatments to maximize patient …

An enduring issue in higher education is student retention to successful graduation. National
statistics indicate that most higher education institutions have four-year degree completion …

Increasing widespread use of educational technologies is producing vast amounts of data.
Such data can be used to help advance our understanding of student learning and enable …