For offering adaptive learning to learners in intelligent tutoring systems, one of the fundamental tasks is knowledge tracing (KT), which aims to assess learners' learning states and make prediction for future performance. However, there are two crucial issues in deep learning-based KT models. First, the knowledge concepts are used to predict…

Teaching reading successfully requires deep knowledge of the reading process and development, as well as the implementation of impactful reading instruction and differentiation. This book aligns Montessori didactic materials and pedagogy, developed over a century ago, with current research on reading development. Readers will gain a solid overview…

Executive function (EF) predicts children's academic achievement; however, less is known about the relation between EF and the actual learning process. Furthermore, more research is needed to better understand how different aspects of the learning environment interact with EF to influence learning. The current dissertation includes two studies to…

This paper discusses Latent Semantic Analysis (LSA) as a method for the assessment of prior learning. The Accreditation of Prior Learning (APL) is a procedure to offer learners an individualized curriculum based on their prior experiences and knowledge. The placement decisions in this process are based on the analysis of student material by domain…

Discusses the undereducated U.S. workforce and the resulting need for workforce education. Highlights include personalized systems of instruction; individualized instructional programs; cognitive processing; prior knowledge; time on task; feedback and assessment; metacognition; motivational links; and the need for a multilayered approach to…

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…