Cognitive Mechanisms of Learning

Cognitive Mechanisms of Learning PDF Author: Anh Nguyen-Xuan
Publisher: Wiley-ISTE
ISBN: 9781119750451
Category : Psychology
Languages : en
Pages : 314

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Book Description

Applying Cognitive Science to Education

Applying Cognitive Science to Education PDF Author: Frederick Reif
Publisher: MIT Press
ISBN: 0262515148
Category : Education
Languages : en
Pages : 491

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Book Description
An accessible introduction to some of the cognitive issues important for thinking and learning in scientific or other complex domains (such as mathematics, physics, chemistry, engineering, or expository writing), with practical educational applications and implementation methods. Many students find it difficult to learn the kind of knowledge and thinking required by college or high school courses in mathematics, science, or other complex domains. Thus they often emerge with significant misconceptions, fragmented knowledge, and inadequate problem-solving skills. Most instructors or textbook authors approach their teaching efforts with a good knowledge of their field of expertise but little awareness of the underlying thought processes and kinds of knowledge required for learning in scientific domains. In this book, Frederick Reif presents an accessible coherent introduction to some of the cognitive issues important for thinking and learning in scientific or other complex domains (such as mathematics, science, physics, chemistry, biology, engineering, or expository writing). Reif, whose experience teaching physics at the University of California led him to explore the relevance of cognitive science to education, examines with some care the kinds of knowledge and thought processes needed for good performance; discusses the difficulties faced by students trying to deal with unfamiliar scientific domains; describes some explicit teaching methods that can help students learn the requisite knowledge and thinking skills; and indicates how such methods can be implemented by instructors or textbook authors. Writing from a practically applied rather than predominantly theoretical perspective, Reif shows how findings from recent research in cognitive science can be applied to education. He discusses cognitive issues related to the kind of knowledge and thinking skills that are needed for science or mathematics courses in high school or colleges and that are essential prerequisites for more advanced intellectual performance. In particular, he argues that a better understanding of the underlying cognitive mechanisms should help to achieve a more scientific approach to science education.

Social Learning and Cognition

Social Learning and Cognition PDF Author: Ted L. Rosenthal
Publisher: Academic Press
ISBN: 1483276430
Category : Psychology
Languages : en
Pages : 353

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Book Description
Social Learning and Cognition examines the cognitive mechanisms of social learning and the social learning determinants of cognitive competencies. The explanatory principles of social learning are applied to the highest manifestations of human intellect: judgment, language, and thought. The book also explicates a social learning perspective on the social origins of complex abilities, and how these progressively evolve as children grow older. Comprised of four chapters, this book begins with a discussion on the interrelationships among cognition, behavior change, and social learning. Cognitive explanations for human behavior, and the kinds of evidence cited by cognitive theorists in support of their position, are considered, along with the major psychological theories that address abstract, rule-governed activities. The second chapter deals with children's acquisition and refinement of language, paying particular attention to the objections and misunderstandings raised by psycholinguists to counter modeling explanations of language learning. The third chapter examines relational judgments and categorical decisions and presents evidence showing that diverse modeling procedures can be powerful influences on language and verbal behavior. The final chapter summarizes and integrates research bearing upon the effect of modeling influences on a wide diversity of conceptual activities, ranging from the formation of simple concepts to elaborate intellectual demands that involve complex styles of reasoning and strategies for seeking and organizing information. This monograph is intended for advanced undergraduates, graduate students, and professionals from such diverse fields as child development, social psychology, psychiatry, social work, clinical psychology, education, and rehabilitation.

How People Learn II

How People Learn II PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309459672
Category : Education
Languages : en
Pages : 347

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Book Description
There are many reasons to be curious about the way people learn, and the past several decades have seen an explosion of research that has important implications for individual learning, schooling, workforce training, and policy. In 2000, How People Learn: Brain, Mind, Experience, and School: Expanded Edition was published and its influence has been wide and deep. The report summarized insights on the nature of learning in school-aged children; described principles for the design of effective learning environments; and provided examples of how that could be implemented in the classroom. Since then, researchers have continued to investigate the nature of learning and have generated new findings related to the neurological processes involved in learning, individual and cultural variability related to learning, and educational technologies. In addition to expanding scientific understanding of the mechanisms of learning and how the brain adapts throughout the lifespan, there have been important discoveries about influences on learning, particularly sociocultural factors and the structure of learning environments. How People Learn II: Learners, Contexts, and Cultures provides a much-needed update incorporating insights gained from this research over the past decade. The book expands on the foundation laid out in the 2000 report and takes an in-depth look at the constellation of influences that affect individual learning. How People Learn II will become an indispensable resource to understand learning throughout the lifespan for educators of students and adults.

Cognitive Mechanisms of Learning

Cognitive Mechanisms of Learning PDF Author: Anh Nguyen-Xuan
Publisher: Wiley-ISTE
ISBN: 9781119750451
Category : Psychology
Languages : en
Pages : 314

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Book Description


How People Learn

How People Learn PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309131979
Category : Education
Languages : en
Pages : 386

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Book Description
First released in the Spring of 1999, How People Learn has been expanded to show how the theories and insights from the original book can translate into actions and practice, now making a real connection between classroom activities and learning behavior. This edition includes far-reaching suggestions for research that could increase the impact that classroom teaching has on actual learning. Like the original edition, this book offers exciting new research about the mind and the brain that provides answers to a number of compelling questions. When do infants begin to learn? How do experts learn and how is this different from non-experts? What can teachers and schools do-with curricula, classroom settings, and teaching methodsâ€"to help children learn most effectively? New evidence from many branches of science has significantly added to our understanding of what it means to know, from the neural processes that occur during learning to the influence of culture on what people see and absorb. How People Learn examines these findings and their implications for what we teach, how we teach it, and how we assess what our children learn. The book uses exemplary teaching to illustrate how approaches based on what we now know result in in-depth learning. This new knowledge calls into question concepts and practices firmly entrenched in our current education system. Topics include: How learning actually changes the physical structure of the brain. How existing knowledge affects what people notice and how they learn. What the thought processes of experts tell us about how to teach. The amazing learning potential of infants. The relationship of classroom learning and everyday settings of community and workplace. Learning needs and opportunities for teachers. A realistic look at the role of technology in education.

Blackwell Handbook of Language Development

Blackwell Handbook of Language Development PDF Author: Erika Hoff
Publisher: John Wiley & Sons
ISBN: 1405194596
Category : Psychology
Languages : en
Pages : 515

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Book Description
The Blackwell Handbook of Language Development provides a comprehensive treatment of the major topics and current concerns in the field; exploring the progress of 21st century research, its precursors, and promising research topics for the future. Provides comprehensive treatments of the major topics and current concerns in the field of language development Explores foundational and theoretical approaches Focuses on the 21st century's research into the areas of brain development, computational skills, bilingualism, education, and cross-cultural comparison Looks at language development in infancy through early childhood, as well as atypical development Considers the past work, present research, and promising topics for the future. Broad coverage makes this an excellent resource for graduate students in a variety of disciplines

Computational Explorations in Cognitive Neuroscience

Computational Explorations in Cognitive Neuroscience PDF Author: Randall C. O'Reilly
Publisher: MIT Press
ISBN: 9780262650540
Category : Medical
Languages : en
Pages : 540

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Book Description
This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the computational cognitive neuroscience. The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills needed to simulate large-scale cognitive phenomena. The text consists of two parts. The first part covers basic neural computation mechanisms: individual neurons, neural networks, and learning mechanisms. The second part covers large-scale brain area organization and cognitive phenomena: perception and attention, memory, language, and higher-level cognition. The second part is relatively self-contained and can be used separately for mechanistically oriented cognitive neuroscience courses. Integrated throughout the text are more than forty different simulation models, many of them full-scale research-grade models, with friendly interfaces and accompanying exercises. The simulation software (PDP++, available for all major platforms) and simulations can be downloaded free of charge from the Web. Exercise solutions are available, and the text includes full information on the software.

The Cambridge Handbook of Cognitive Science

The Cambridge Handbook of Cognitive Science PDF Author: Keith Frankish
Publisher: Cambridge University Press
ISBN: 0521691907
Category : Philosophy
Languages : en
Pages : 349

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Book Description
An authoritative, up-to-date survey of the state of the art in cognitive science, written for non-specialists.

Emotions and Affect in Human Factors and Human-Computer Interaction

Emotions and Affect in Human Factors and Human-Computer Interaction PDF Author: Myounghoon Jeon
Publisher: Academic Press
ISBN: 0128018798
Category : Technology & Engineering
Languages : en
Pages : 626

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Book Description
Emotions and Affect in Human Factors and Human–Computer Interaction is a complete guide for conducting affect-related research and design projects in H/F and HCI domains. Introducing necessary concepts, methods, approaches, and applications, the book highlights how critical emotions and affect are to everyday life and interaction with cognitive artifacts. The text covers the basis of neural mechanisms of affective phenomena, as well as representative approaches to Affective Computing, Kansei Engineering, Hedonomics, and Emotional Design. The methodologies section includes affect induction techniques, measurement techniques, detection and recognition techniques, and regulation models and strategies. The application chapters discuss various H/F and HCI domains: product design, human–robot interaction, behavioral health and game design, and transportation. Engineers and designers can learn and apply psychological theories and mechanisms to account for their affect-related research and can develop their own domain-specific theory. The approach outlined in this handbook works to close the existing gap between the traditional affect research and the emerging field of affective design and affective computing. - Provides a theoretical background of affective sciences - Demonstrates diverse affect induction methods in actual research settings - Describes sensing technologies, such as brain–computer interfaces, facial expression detection, and more - Covers emotion modeling and its application to regulation processes - Includes case studies and applied examples in a variety of H/F and HCI application areas - Addresses emerging interdisciplinary areas including Positive Technology, Subliminal Perception, Physiological Computing, and Aesthetic Computing

Computational Cognitive Neuroscience

Computational Cognitive Neuroscience PDF Author: Yuko Munakata
Publisher: Independently Published
ISBN:
Category :
Languages : en
Pages : 188

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Book Description
Introduction to computer modeling of the brain, to understand how people think. Networks of interacting neurons produce complex emergent behavior including perception, attention, motor control, learning, memory, language, and executive functions (motivation, decision making, planning, etc).