While Educational Data Mining research has traditionally emphasized the practical aspects of learner modeling, such as predictive modeling, estimating students knowledge, and informing adaptive instruction, in the current study, we argue that Educational Data Mining can also be used to test and improve our fundamental theories of human learning.…

This state-of-the art paper focuses on the issue of linguistic giftedness, somewhat neglected in the second language acquisition (SLA) literature, attempting to reconceptualize, expand and update this concept in response to latest developments in the fields of psychology, linguistics and neurology. It first discusses contemporary perspectives on…

Educational research and practice have proven that there are many benefits for applying learning theories' recommendations through teaching and learning of different subjects in all school levels. Based on interrelationships among learning theories of contextualism, connectivism, constructivism, and cognitivism, the researcher proposed an…

Retrieving information from memory produces more learning than does being presented with the same information, and the benefits of such retrieval appear to grow as the delay before a final recall test grows longer. Recall tests, however, measure the number of items that are above a recall threshold, not memory strength per se. According to the…

M. R. Dougherty, A. M. Franco-Watkins, and R. Thomas (2008) conjectured that fast and frugal heuristics need an automatic frequency counter for ordering cues. In fact, only a few heuristics order cues, and these orderings can arise from evolutionary, social, or individual learning, none of which requires automatic frequency counting. The idea that…

S. Ghetti (2008) and M. L. Howe (2008) presented probative ideas for future research that will deepen scientific understanding of developmental reversals on false memory and establish boundary conditions for these counterintuitive patterns. Ghetti extended the purview of current theoretical principles by formulating hypotheses about how…

The objective of this article is to develop baseline models showing principal approaches to category learning. All models are based on a common memory array but vary in memory access and decision processes useful for interpretation of empirical phenomena. The main models discussed are exemplar, prototype, and feature. (JAZ)

Provides an introduction to both the history and literature of the role of memory in cognitive psychology. Discussions of aspects of cognitive learning theory are followed by short annotated bibliographies. A list of journals in the field is also provided. (CS)

Considers meaningful learning as the prime goal of education. Discusses characteristics of meaningful learning, including active, constructive, cumulative, goal oriented, and self-regulated; memory and organization of knowledge; problem solving ability; and models of instruction and learning theories, including novice versus expert. (LRW)

Summarizes research evidence based on models of cognitive structure and memory and suggests some instructional implications of the generalizations offered. (AL)

Human knowledge consists of schemata based on the specialized procedures used to interpret events in the environment. New schemata are created by modifying models of existing schemata, i.e., learning by analogy. This means that a new situation will be interpreted in accordance with the schema most similar to it in the learner's repertoire. If the…

The author examines the structure of judgmental tasks, the extent to which people can observe the outcomes of judgments, and how outcomes are coded and interpreted. (Author/RK)

Proposes a cognitive-based model for instructional design that addresses the acquisition and employment of knowledge, the interaction of content knowledge and cognitive strategies for higher order thinking skills, and the affective domain. Educational learning theory is discussed, including working memory, long-term memory, and cognitive skills.…

Noting that current cognitive theories focus on the belief that knowledge is an organized collection of long-term structures upon which various processing mechanisms operate, this paper argues that mental functioning may be more readily characterized if the idea of abstract long-term associations and structures is abandoned. It proposes a model of…

The model described, which views the learner as a resource-limited system that has to transform instructional information, includes six factors for expected success. Although based on microscopic psychological theories, it can be applied at more macroscopic levels of analysis by increasing the size of instructional units. Five references are…