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Author: Johan Suykins
Publisher:
ISBN: 9781586033415
Category : Computational learning theory
Languages : en
Pages : 0
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Book Description
Author: Johan Suykins
Publisher:
ISBN: 9781586033415
Category : Computational learning theory
Languages : en
Pages : 0
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Book Description
Author: Johan A. K. Suykens
Publisher: IOS Press
ISBN: 9781586033415
Category : Computers
Languages : en
Pages : 442
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Book Description
This text details advances in learning theory that relate to problems studied in neural networks, machine learning, mathematics and statistics.
Author: Sharon Tindall-Ford
Publisher: Routledge
ISBN: 1000022870
Category : Education
Languages : en
Pages : 262
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Book Description
Cognitive load theory uses our knowledge of how people learn, think and solve problems to design instruction. In turn, instructional design is the central activity of classroom teachers, of curriculum designers, and of publishers of textbooks and educational materials, including digital information. Characteristically, the theory is used to generate hypotheses that are tested using randomized controlled trials. Cognitive load theory rests on a base of hundreds of randomized controlled trials testing many thousands of primary and secondary school children as well as adults. That research has been conducted by many research groups from around the world and has resulted in a wide range of novel instructional procedures that have been tested for effectiveness. Advances in Cognitive Load Theory, in describing current research, continues in this tradition. Exploring a wide range of instructional issues dealt with by the theory, it covers all general curriculum areas critical to educational and training institutions and outlines recent extensions to other psycho-educational constructs including motivation and engagement. With contributions from the leading figures from around the world, this book provides a one-stop-shop for the latest in cognitive load theory research and guidelines for how the findings can be applied in practice.
Author: Bert van Oers
Publisher: Cambridge University Press
ISBN: 9780521868921
Category : Psychology
Languages : en
Pages : 416
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Book Description
Learning is a changing phenomenon, depending on the advances in theory and research. This book presents a relatively new approach to learning, based on meaningful human activities in cultural practices and in collaboration with others. It draws extensively from the ideas of Lev Vygotsky and his recent followers. The book presents ideas that elaborate this learning theory and also gives recent developments and applications of this approach in a variety of educational situations in and outside of school. A core issue in the research presented in this book consists of the way people learn to make sense of and give meaning to cultural instruments and practices in collaboration with others.
Author: Railean, Elena
Publisher: IGI Global
ISBN: 1466696354
Category : Education
Languages : en
Pages : 866
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Book Description
The field of education is in constant flux as new theories and practices emerge to engage students and improve the learning experience. Research advances help to make these improvements happen and are essential to the continued improvement of education. The Handbook of Research on Applied Learning Theory and Design in Modern Education provides international perspectives from education professors and researchers, cyberneticists, psychologists, and instructional designers on the processes and mechanisms of the global learning environment. Highlighting a compendium of trends, strategies, methodologies, technologies, and models of applied learning theory and design, this publication is well-suited to meet the research and practical needs of academics, researchers, teachers, and graduate students as well as curriculum and instructional design professionals.
Author: Katharina Maag Merki
Publisher: Routledge
ISBN: 1351863851
Category : Education
Languages : en
Pages : 120
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Book Description
Despite the advances in educational effectiveness theory and methodology in the last 20 years, important questions and issues remain unresolved. In particular, existing theoretical frameworks of educational effectiveness are only able to describe the interrelationship among factors at the system, school, classroom, and student levels and their cross-level interdependency in a very general manner. Additionally, although a large number of studies provide empirical evidence of the impact of single factors and factor constellations on student learning, the embedding of the empirically identified results in theoretical models of educational effectiveness has to be carried out more systematically in order to develop more elaborated theories of educational effectiveness. The aim of this book is to contribute to the advancement of educational effectiveness theory by discussing different strategies: including alternative theoretical models to understand educational in/effectiveness, extending the methodology to analyze processes and mechanisms of educational in/effectiveness, analyzing differential effects of processes and instruments on educational in/effectiveness, carrying out complex multivariate analyses considering manifest and latent variables, and combining theory and practice in real school situations. Taken together, the strategies presented in this book make it clear that the advancement of educational effectiveness theory depends on the advancement of educational effectiveness methodology, or in other words: from theory to methodology and from empirical evidence back to theory. This book was originally published as a special issue of School Effectiveness and School Improvement.
Author:
Publisher: Academic Press
ISBN: 008086385X
Category : Psychology
Languages : en
Pages : 457
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Book Description
The Psychology of Learning and Motivation publishes empirical and theoretical contributions in cognitive and experimental psychology, ranging from classical and instrumental conditions to complex learning and problem solving. This guest-edited special volume is devoted to current research and discussion on associative versus cognitive accounts of learning. Written by major investigators in the field, topics include all aspects of causal learning in an open forum in which different approaches are brought together. Up-to-date review of the literature Discusses recent controversies Presents major advances in understanding causal learning Synthesizes contrasting approaches Includes important empirical contributions Written by leading researchers in the field
Author: Linda Harasim
Publisher: Routledge
ISBN: 1136937757
Category : Education
Languages : en
Pages : 282
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Book Description
Learning Theory and Online Technologies offers a powerful overview of the current state of elearning, a foundation of its historical roots and growth, and a framework for distinguishing among the major approaches to elearning. It effectively addresses pedagogy (how to design an effective online environment for learning), evaluation (how to know that students are learning), and history (how past research can guide successful online teaching and learning outcomes). An ideal textbook for undergraduate education and communication programs, and Educational Technology Masters, PhD, and Certificate programs, readers will find Learning Theory and Online Technologies provides a synthesis of the key advances in elearning theory, the key frameworks of research, and clearly links theory and research to successful learning practice.
Author: Robert Glaser
Publisher: Routledge
ISBN: 1134803818
Category : Education
Languages : en
Pages : 415
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Book Description
Investigators have moved back and forth between design efforts and basic studies in cognition to improve both application and fundamental knowledge. This volume's theme is this interaction between practice and science with the opportunity for reflecting on findings in order to understand them and suggesting improved forms of application and their underlying explanation. This is seen in various arenas including theory-based computer-assisted instruction for teaching mathematics, the design of communities of learning in elementary schools, teaching in the context of problem-solving situations and reasoning with models, self-explanation as a highly effective learning activity, conceptual change in medical training and health education, and workplace training in electronic troubleshooting. The results of extensive long-term experience and analysis in each of these areas are insightfully reported by the well-known contributors to this volume. Special features of this fifth edition include: * The work of eminent cognitive scientists in the design and evaluation of educational and training environments to increase current understanding of learning and development, as this understanding is applied to innovative instructional programs and teaching methods. * A description of learning theory and principles as well as implications and examples on research and development on educational application. * A presentation on the 10-year change in perspective on research and development in problem solving environments that invite inquiry about academic information and skills in the context of instruction of elementary school children. * An innovative approach to math and science instruction in which teaching is oriented around constructing, evaluating, and revising models. * An examination of the process of self-explaining, which involves explaining to one's self in an attempt to make sense of a new situation. * A description of a long-term program of cognitive task analysis and instructional design on problem solving in the operation of complex equipment. * An investigation on the acquisition of clinical reasoning skills and the understanding of biomedical concepts in both professional medicine and the health practices of the lay population.
Author: Matthew H. Olson
Publisher:
ISBN: 9781003014447
Category : Education
Languages : en
Pages : 0
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Book Description
Since its first edition, An Introduction to Theories of Learning has provided a uniquely sweeping review of the major learning theories from the 20th century that profoundly influenced the field of psychology. In this tenth edition, the authors present further experimental evidence that tests many of the fundamental ideas presented in these classic theories, as well as explore many of the advances in psychological science and neuroscience that have yielded greater insight into the processes that underlie learning in human beings and animals. The four main goals of this text are to define learning and to show how the learning process is studied (Chapters 1 and 2), to place learning theory in historical perspective (Chapter 3), and to present essential features of the major theories of learning with implications for educational practices (Chapters 4 through 16). The authors retained the best features of earlier editions while making revisions that reflect current research and scholarship, including coverage of active learning and the testing effect, information for problem solving in ravens, data illustrating the neurobiological basis of the cognitive map and spatial learning, new research on brain plasticity and its role in learning as well as the impact of poverty on brain and cognitive development, and new evidence that challenges the notion of learning styles. Complete with chapter summaries, discussion questions, and a glossary, this text is essential reading for theories of learning and applied cognitive psychology courses. See "Support Material" below for new online resources. Instructor resources include PowerPoint slides and a testbank containing over 500 questions (in both Microsoft Word and GIFT file formats). Student resources include chapter summaries, discussion questions, and a glossary of key terms.
