Eye movement modelling examples (EMME) are computer-based videos displaying the visualized eye gaze behaviour of a domain expert person (model) while carefully executing the learning or problem-solving task. The role of EMME in promoting cognitive performance (i.e., final scores of learning outcome or problem solving) has been questioned due to…

In self-regulated learning (SRL), students organize, monitor, direct, and regulate their learning. In SRL, monitoring plays a critical role in generating internal feedback and thus adopting appropriate regulations. However, students may have poor SRL processes and performance due to their poor monitoring. Researchers have suggested providing…

One of the essential problems, in educational data mining, is to predict students' performance on future learning materials, such as problems, assignments, and quizzes. Pioneer algorithms for predicting student performance mostly rely on two sources of information: students' past performance, and learning materials' domain knowledge model. The…

University-based teacher education faces intensifying pressure to prove its effectiveness. This has prompted renewed interest in program redesign. In this article, we argue that enacting meaningful redesign requires university-based teacher educators to learn new ways of thinking and acting not only with teacher candidates but also with their…

Additive Factors Model (AFM) and Performance Factors Analysis (PFA) are two popular models of student learning that employ logistic regression to estimate parameters and predict performance. This is in contrast to Bayesian Knowledge Tracing (BKT) which uses a Hidden Markov Model formalism. While all three models tend to make similar predictions,…

Learning through games is increasingly gaining acceptance as a valuable training tool within the education and training community due to its simplicity, cost-effectiveness and essentially because most people prefer playing over learning. However, the use of games by students brings additional challenges regarding the design of games and their…

The authors believe that there is no inherent academic validity or lack of thereof in the notion of prior learning assessment (PLA)-based curriculum. If mishandled, it can become the tool for carrying out diploma mill practices. Conversely, if implemented and facilitated appropriately, PLA-based curricula can offer humanistic educational values…

As a result of this research, a quantitative model and a procedure have been developed to create an online mentoring effectiveness index (EI). To develop the model, mentoring and teaching effectiveness are defined, and then the constructs and factors of effectiveness are identified. The model's construction is based on the theory that…

Describes connectionist model showing exclusivity asymmetries when categorizing visual stimuli, similar to pattern shown by infants. Examines asymmetries in terms of an associative learning mechanism, distributed internal representations, and statistics of feature distributions in the stimuli. Details test of model with infants, finding that…

"This paper consists of three sections--(a) the relation of theoretical analyses of learning to curriculum design, (b) the role of information-processing models in analyses of learning processes, and (c) selected examples of the application of information-processing models to curriculum design problems." (Author)

Variables affecting long-term retention are examined: (1) learner history--including ability, prior knowledge and self-confidence; (2) events (teaching techniques) occurring immediately before reading; (3) events occurring during reading; and (4) events in the retention interval, particularly practice effects. The ACT associationist model is used…

A theory of how people detect and correct their own performance errors during skill practice is proposed. Blame assignment, error attribution, and knowledge revision are identified as three cognitive functions in explaining error correction. The theory is embodied in a computer model that learns cognitive skills in ecologically valid domains. (SLD)

Suggests that text anxiety is a combination of student skill deficits, emotional reactivity, and negative self-attributions. Proposes the use of multimodal approaches to reduce that anxiety. (FL)

The main objective of the Goteborg Project on Non-Verbatim Learning was to arrive at a commensurable description of the process and outcome of non-verbatim learning, also referred to as meaningful verbal learning. Such a description was thought to be a necessary presupposition for any explanatory models both in experiments on learning and in the…