Currently the challenges in e-Learning are converging the learning content from various sources and managing them within e-learning practices. Data mining learning algorithms can be used and the contents can be converged based on the Metadata of the objects. Ensemble methods use multiple learning algorithms and it can be used to converge the…

The paper explores a shift in education from educational systems requiring student adaptation to educational recommendation systems adapting to students' individual needs. The paper discusses the concept of adaptation as addressed in educational research and draws on the system theory of Heinz von Foerster to shed light on how the educational…

This Spotlight focuses on data from the 2013 Core Data Service (CDS) to better understand how higher education institutions approach student information systems (SISs). Information provided for this spotlight was derived from Module 8 of the CDS survey, which asked several questions regarding information systems and applications. Responses from…

The "Facilities Performance Indicators Survey" ("FPI") supersedes and builds upon the two major surveys APPA conducted in the past: the Comparative Costs and Staffing (CCAS) survey and the Strategic Assessment Model (SAM). The "FPI" covers all the materials collected in CCAS and SAM, along with some select new data points and improved survey…

As one of the important stakeholders in the academic process, students and their preferences should be considered when the instructor selects the various course design features. Although students are not the only stakeholders in the academic process, their receptiveness to classroom instruction is clearly a central focus of that process. This…