Academic advising plays an important role in students' decision-making in higher education. Data-driven methods provide useful recommendations to students to help them with degree completion. Several course recommendation models have been proposed in the literature to recommend courses for the next semester. One aspect of the data that has yet to…

Academic advising is time-consuming work. At the same time, it needs to be efficient and productive in assisting the students to choose appropriate academic courses towards the completion of their selected programs in a beneficial manner. In addition, both private and public educational institutions are, currently, operating in an extremely…

Traditionally, the collegiate advising system provides each student with a personal academic advisor who designs a pathway to the degree for that student in face-to-face meetings. Ideally, this is a supportive mentoring relationship. In truth, however, this system is highly inefficient, error prone, expensive, and a source of ubiquitous student…

In recent years, educators and students are increasingly employing online collaboration applications such as Google Docs[TM] and PBWorks[TM] for group projects and assignments. Yet, the effectiveness of these emerging technologies has not been rigorously examined. Anchoring upon and informed by the existing literature, two design…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions. The conference, held in Eindhoven, The Netherlands, July 6-9, 2011, follows the three previous editions…

Increasingly, teachers rely on computer software and networks to both enhance curriculum management and provide engaging learning opportunities in instruction. New software is enabling more frequent formative assessments to better focus day-to-day lessons on the unique needs of individual learners. Administrators use increasingly complex data…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…