Traditionally, statistical computing courses have taught the syntax of a particular programming language or specific statistical computation methods. Since Nolan and Temple Lang's seminal paper, we have seen a greater emphasis on data wrangling, reproducible research, and visualization. This shift better prepares students for careers working with…

Tools for automatic grading programming assignments, also known as Online Judges, have been widely used to support computer science (CS) courses. Nevertheless, few studies have used these tools to acquire and analyse interaction data to better understand the students' performance and behaviours, often due to data availability or inadequate…

In this study, we applied decision trees (DT) to extract a compact set of pedagogical decision-making rules from an original "full" set of 3,702 Reinforcement Learning (RL)- induced rules, referred to as the DT-RL rules and Full-RL rules respectively. We then evaluated the effectiveness of the two rule sets against a baseline Random…

The purposes of an online system to auto-mark students' responses to mathematics test items are to expedite the marking process, to enhance consistency in marking and to alleviate teacher assessment workload. We propose that a semi-automatic marking and customizable feedback system better serves pedagogical objectives than a fully automatic one.…

Education leaders and much literature exhort teachers and school leaders to use data more often and more effectively to guide planning and decision making--called, "data driven decision making." This term is ubiquitous in literature and reform discourse, but "on the ground," so to speak, practitioners face significant challenges in analyzing,…

Background: Studies on heteronormativity in PE either appear to have explored the experiences of and conditions for non-heterosexual students, or adopt a retrospective point of view. Further, the relation between heteronormativity and movement and how movement activities embody social norms and values related to gender and sexuality has not been…

The purpose of this study was to examine and describe the environmental factors that influence an undergraduate music education major's investment in instrumental techniques courses taught by a graduate teaching assistant. Each participant (three undergraduate music education majors and three teaching assistants) submitted to being interviewed…

Written to accompany the strategies presented in "The Principalship from A-Z," the activities in this book will help you apply the leadership concepts of Blackburn and Williamson to your own experiences as principal. Here, the authors guide you through the process of turning each idea into an actionable plan for your school, allowing you to take…

The 9th International Conference on Educational Data Mining (EDM 2016) is held under the auspices of the International Educational Data Mining Society at the Sheraton Raleigh Hotel, in downtown Raleigh, North Carolina, in the USA. The conference, held June 29-July 2, 2016, follows the eight previous editions (Madrid 2015, London 2014, Memphis…

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…

Science educators are often among the first to use emerging technologies in the classroom and laboratory. For the technologically savvy science teacher, the handheld computer is a terrific tool. A handheld computer is a portable electronic device that helps organize (via calendars, contact lists, to-do lists) and integrate electronic data…

This publication presents proceedings from the Mid-Continent Research for Education and Learning (McREL) fall 2000 conference. The first general session presentation was "Through the Eyes of Children... Creating a Shared Vision of Education" (Don Suskind), and the second session was "Teachers and Administrators: Responsible for…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…