University rankings have become commonplace in higher education. Traditional quantified rankings do not merely measure educational performance: they equally grant status, enforce competition between institutions, and are emblematic for the ongoing capitalization of higher education. Drawing on the field of Science and Technology Studies, this…

Automatic machine learning (AutoML) methods automate the time-consuming, feature-engineering process so that researchers produce accurate student models more quickly and easily. In this paper, we compare two AutoML feature engineering methods in the context of the National Assessment of Educational Progress (NAEP) data mining competition. The…

In 1989, New Zealand started to follow an international trend of reforming education policy according to the neoliberal principles of competition, choice and self-managing schools. Since then, the increasing availability of digital data in schools has corresponded with the development of student achievement measurement tools and benchmarking of…

Community colleges enrolled 37 percent of students attending Title IV-eligible, degree-granting institutions in 2000, but by 2012, this had dropped to 33 percent (National Center for Education Statistics (NCES), 2013). At least some of this decline is hypothesized to be due to the rise of for-profit institutions, which enrolled approximately 9…

Bourdieu (1973) theorized that differences in social background correspond to differences in possession of cultural resources (cultural capital), as well as the orientation to those resources (habitus). Additionally, Bourdieu argued that struggles for power occur in different settings (fields). This essay reviews Bourdieu's main ideas and…

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…