Student performance is affected by their knowledge which changes dynamically over time. Therefore, employing recurrent neural networks (RNN), which are known to be very good in dynamic time series prediction, can be a suitable approach for student performance prediction. We propose such a neural network architecture containing two modules: (i) a…

Considering the importance of mathematics in modern society, it is crucial to understand the cognitive processes involved in the acquisition of complex mathematical competency. As a new generation of evaluation theory, cognitive diagnosis has its unique advantages in personalized evaluation. Based on the mathematical cognitive framework of Trends…

Based on a critical re-analysis of cognitive load theory (CLT), Schnotz and Kurschner identified the need for research on more sensitive ways of assessing learner characteristics, both prior to and during instruction, in order to understand learning processes and outcomes. One emergent theme of the papers in this special issue is that the "same"…

A presentation of arguments demonstrating piaget's sensorimotor stages in Hebb's terms, and the suggestion for performing a computer test. This paper is an early progress report of an attempt to translate some plausible arguments into a rigorous demonstration. (Author)

Argues that cognitive style diagnosis gives a strong and rational basis to a personalized approach to education. Discusses the relationship between information processing and learning style. Describes the National Association of Secondary School Principals'"Learning Style Profile," which assesses students' perceptual responses, cognitive…

In the context of the currently developing theory of procedural knowledge and cognitive skill, the task of learning procedures from written instructions must involve the formation of production rules from the information available in the text. Since this process has not been explored in great depth, a study examined the relation of the production…

This article discusses past research on the hemispheric process of the brain, proposes an educational perspective based on this research, and lists several areas for interdisciplinary study of the relationship between education and the psychobiological dimensions of learning and learning problems. In developing an educational perspective of the…

The research investigated relational and analytic cognitive styles among 11 adult learners. Thirteen hypotheses were formulated and an instrument was developed to collect data on both styles. Predictions about learning environment preference were given reasonable support. (Author/EC)

The brain sciences and education is the topic for this yearbook volume, which is divided into five parts. Part one consists of an introduction to the brain sciences that is a primer on the neuroanatomy, neurochemistry, and neurophysiology of the brain. Part two contains chapters on some of the basic processes of the brain: attention, cognition,…

This paper begins with a brief review of research trends in the area of organization and memory. A discussion in them presented their relevance to the study of children's processing abilities, and the suggestion is presented of a possible useful tool in the application of knowledge about information processing to the educational experience of the…

Significant correlations between measures of cognitive structure and performance were found using a procedure distinguishing between episodic and semantic memory as an heuristic with achievement test items. The design increased the likelihood of indications of semantic memory. Higher-order and lower-order cognitive processes are discussed.…

CERTAIN SYSTEMS FOR CLASSIFYING COGNITIVE FUNCTIONS ARE REVIEWED AND COMPARED IN A DISCUSSION OF GENERALIZING PROCESSES USED FOR EVALUATING INSTRUCTIONAL OUTCOMES. THE AUTHOR STATES THAT THERE ARE TWO IMPORTANT GENERALIZATIONS TO BE MADE IN THE EVALUATION OF INSTRUCTIONAL PROGRAMS--GENERALIZING THE PROGRAM RESULTS AND THE SKILLS OF THE…

Cognitive style mapping enables adult basic education (ABE) teachers to more readily identify a student's cognitive styles, or preferred way of acquiring information, as well as the specific areas where improvement is needed. The procedure prescribes techniques and resources for enhancing both academic skills and interpersonal relationships. The…

This review was undertaken to determine whether there is evidence to support the reality of a stage of Formal Operational Thought, whether there is agreement as to the Age of Acquisition of it, and the effect of schooling on the acquisition of the ability to perform formal operational tasks. An extensive review of the literature, including many…