Knowledge tracing is a well-known problem in AI for education, consisting of monitoring how the knowledge state of students changes during the learning process and accurately predicting their performance in future exercises. In recent years, many advances have been made thanks to various machine learning and deep learning techniques. Despite their…

Purpose: This paper aims to link recent findings in cognitive neuroscience to better understand how andragogically informed instructional practices impact cognition and learning. Design/Methodology/Approach: The research questions guiding the study is in what ways can the recent findings in cognitive neuroscience help to inform adult education…

This paper provides a commentary on research on models-based practice within physical education and presents a tutorial that aims to guide the reporting of future research using pedagogical models. Three key elements are presented that could be considered as essential for inclusion in any methods section in order for readers to gain an accurate…

This paper offers an analysis of scientific creativity based on theoretical models and experimental results of the cognitive sciences. Its core idea is that scientific creativity--like other forms of creativity--is structured and constrained by prior ontological expectations. Analogies provide scientists with a powerful epistemic tool to overcome…

Students with emotional and behavioral disorders (E/BD) have academic deficits that affect their success in school. However, there are few research studies investigating what strategies work best for this population, especially in the area of writing. One promising intervention to support the writing skills of students with and at risk for E/BD is…

A significant proportion of American high school students struggle with reading comprehension. Theoretical models of reading comprehension might help researchers understand these difficulties, because they can point to variables that make the largest contributions to comprehension. On the basis of an extensive review of the literature, we created…

Argues that the mystery surrounding comprehension development can be dispelled by an understanding of schema theory and linguistic theory and especially by an understanding of W. Kintsch's model of comprehension, which draws from those bodies of theory. Describes teaching methods based upon Kintsch's model. (FL)

Educational psychology has indicated that prior knowledge is a potentially important educational variable. Recent and earlier research in educational psychology has shown that 30 to 60% of the variance in study results could be explained by this variable. Insight into these factors should influence the return on education. A common theoretical…

The conceptual development of schema theory, the way an individual organizes knowledge, is discussed, reviewing a range of perspectives regarding schema. Schema has been defined as the interfacing of incoming information with prior knowledge, clustered in networks. These networks comprise a superordinate concept and supporting information. The…

Working on the assumption that an adequate model of comprehension must also deal with its connotative aspect (the aspect that concerns the feeling, mood, or "tone" of the text), this paper examines the concept of contextual tone. After defining tone according to its various senses and synonymous forms (voice, attitude, style, mood, and…

This conference presentation describes how students develop the cognitive processes through which they acquire knowledge from their classroom experiences. The data were taken from five studies of individual students' classroom experience and its relationship to the learning of curriculum content in typical science and social studies units in the…

Presents a framework for organizing research and theory in the areas of psychology, pedagogy, and technology as they relate to interactive multimedia; and derives principles and implications for the design of interactive multimedia. Highlights include prior knowledge, the organization and utilization of knowledge, feedback, concept maps, and…

Major issues in models of student learning (Carroll's, Bloom's, and Glaser's models) are discussed, and a model that retains the salient features of these models (time, prior learning, and learning processes) is outlined. The final model also addresses other facets having unique effects on achievement and interactions among facets. (TJH)

The part played by tacit skills and knowledge in work performance is well recognised but not well understood. These implicit or hidden dimensions of knowledge and skill are key elements of "mastery," which experienced workers draw upon in everyday activities and continuously expand in tackling new or unexpected situations. This paper,…

Examines the need for integrating assumptions about learning processes with the decisions typically made when designing instructional systems. The relationships between learning theory and instructional design are discussed, and suggestions offered for improving the design process. Extensive references are included. (Author/BK)