Since 2016, the Advanced Distributed Learning (ADL) Initiative has been developing the Total Learning Architecture (TLA), a 4-pillar data strategy for managing lifelong learning. Each pillar describes a type of learning-related data that needs to be captured, managed, and shared across an organization. Each data pillar is built on a set of…

Children's performance on cognitive tasks is often described in categorical terms in that a child is described as either passing or failing a test, or knowing or not knowing some concept. We used binomial mixture models to determine whether individual children could be classified as passing or failing two search tasks, the DeLoache model room…

Authentic assessment is important in formal and informal learning. Technology has the potential to be used to support the assessment of higher order skills particularly with respect to real life tasks. In particular, the use of mobile devices allows the learner to increase her interactions with physical objects, various environments (indoors and…

Based on recent studies of self-reflective learning and its effects on various learning outcomes, this study examined the concept of self-reflective learning in the context of the Robust Learning Model (RLM), which is a learning model designed for improving the educational effectiveness of online degree programs. Two models were introduced to…

The National Association of Secondary School Principals' Selecting and Developing the 21st Century Principal program is a formative assessment identifying skills linked to effective leadership, and it is based on a simulation designed to replicate a school principal's day. The Long Island School Leadership Center became a site for this program in…

We present a method for assessing science inquiry performance, specifically for the inquiry skill of designing and conducting experiments, using educational data mining on students' log data from online microworlds in the Inq-ITS system (Inquiry Intelligent Tutoring System; www.inq-its.org). In our approach, we use a 2-step process: First we use…

Schools must consider performance or authentic assessment as a way to increase learner interest, motivation, and independence. The Mid-Continent Regional Educational Laboratory has developed a model that addresses the concerns of content-area standards and lifelong-learner outcomes. These include content-area concepts, complex-thinking processes,…

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…

For over thirty years, portfolios have been used to help adult learners gain recognition for their prior learning and take greater control of their educational experiences. The portfolio has become a distinctive means of assessing such learning, serving as a meaningful alternative to conventional papers and standardized testing. This book provides…

Describes a popular seventh-grade mathematics project that involves house plans. Students choose house plans from books, transfer the plan to grid paper, and stake out the floor plan on a vacant area of the neighborhood. Project includes designing dream homes, researching jobs to afford their homes, and discussion of real-life concerns. (PVD)

Instruction based on learning styles has received little attention in the recent reform efforts in mathematics education. The purpose of this book is to address the improvement of mathematics instruction through sensitivity to learning styles. The introduction discusses the scope and rationale of the book. Chapter 2 documents the need for…

This book presents a preschool framework that integrates literacy activities into content area lessons while embedding instruction within adult-child social interactions and realistic, playful activities tailored to each child's individual needs. Chapter 1 of the book delineates the theory and rationale behind the framework, and outlines essential…

This document is intended as a template for individuals initiating and developing adult education distance learning programs. The introduction discusses the following issues: benefits of distance learning; flexibility; confidentiality; retention; and the best students to target. The template and supplementary materials are organized in five…

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…