Author: Peggy Van Meter
Publisher: Routledge
ISBN: 0429813651
Category : Education
Languages : en
Pages : 736
Book Description
In and out of formal schooling, online and off, today’s learners must consume and integrate a level of information that is exponentially larger and delivered through a wider range of formats and viewpoints than ever before. The Handbook of Learning from Multiple Representations and Perspectives provides a path for understanding the cognitive, motivational, and socioemotional processes and skills necessary for learners across educational contexts to make sense of and use information sourced from varying inputs. Uniting research and theory from education, psychology, literacy, library sciences, media and technology, and more, this forward-thinking volume explores the common concerns, shared challenges, and thematic patterns in our capacity to make meaning in an information-rich society. Chapter 16 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http://www.taylorfrancis.com/books/e/9780429443961.
Handbook of Learning from Multiple Representations and Perspectives
Author: Peggy Van Meter
Publisher: Routledge
ISBN: 0429813651
Category : Education
Languages : en
Pages : 736
Book Description
In and out of formal schooling, online and off, today’s learners must consume and integrate a level of information that is exponentially larger and delivered through a wider range of formats and viewpoints than ever before. The Handbook of Learning from Multiple Representations and Perspectives provides a path for understanding the cognitive, motivational, and socioemotional processes and skills necessary for learners across educational contexts to make sense of and use information sourced from varying inputs. Uniting research and theory from education, psychology, literacy, library sciences, media and technology, and more, this forward-thinking volume explores the common concerns, shared challenges, and thematic patterns in our capacity to make meaning in an information-rich society. Chapter 16 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http://www.taylorfrancis.com/books/e/9780429443961.
Publisher: Routledge
ISBN: 0429813651
Category : Education
Languages : en
Pages : 736
Book Description
In and out of formal schooling, online and off, today’s learners must consume and integrate a level of information that is exponentially larger and delivered through a wider range of formats and viewpoints than ever before. The Handbook of Learning from Multiple Representations and Perspectives provides a path for understanding the cognitive, motivational, and socioemotional processes and skills necessary for learners across educational contexts to make sense of and use information sourced from varying inputs. Uniting research and theory from education, psychology, literacy, library sciences, media and technology, and more, this forward-thinking volume explores the common concerns, shared challenges, and thematic patterns in our capacity to make meaning in an information-rich society. Chapter 16 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http://www.taylorfrancis.com/books/e/9780429443961.
International Handbook of the Learning Sciences
Author: Frank Fischer
Publisher: Routledge
ISBN: 1317208358
Category : Education
Languages : en
Pages : 552
Book Description
The International Handbook of the Learning Sciences is a comprehensive collection of international perspectives on this interdisciplinary field. In more than 50 chapters, leading experts synthesize past, current, and emerging theoretical and empirical directions for learning sciences research. The three sections of the handbook capture, respectively: foundational contributions from multiple disciplines and the ways in which the learning sciences has fashioned these into its own brand of use-oriented theory, design, and evidence; learning sciences approaches to designing, researching, and evaluating learning broadly construed; and the methodological diversity of learning sciences research, assessment, and analytic approaches. This pioneering collection is the definitive volume of international learning sciences scholarship and an essential text for scholars in this area.
Publisher: Routledge
ISBN: 1317208358
Category : Education
Languages : en
Pages : 552
Book Description
The International Handbook of the Learning Sciences is a comprehensive collection of international perspectives on this interdisciplinary field. In more than 50 chapters, leading experts synthesize past, current, and emerging theoretical and empirical directions for learning sciences research. The three sections of the handbook capture, respectively: foundational contributions from multiple disciplines and the ways in which the learning sciences has fashioned these into its own brand of use-oriented theory, design, and evidence; learning sciences approaches to designing, researching, and evaluating learning broadly construed; and the methodological diversity of learning sciences research, assessment, and analytic approaches. This pioneering collection is the definitive volume of international learning sciences scholarship and an essential text for scholars in this area.
Handbook of Multiple Source Use
Author: Jason L.G. Braasch
Publisher: Routledge
ISBN: 1317238192
Category : Education
Languages : en
Pages : 548
Book Description
The Handbook of Multiple Source Use draws on theory and research within cognitive and educational psychology, the learning sciences, disciplinary education, information literacy, reading psychology, and social psychology, to present the first comprehensive research volume on this topic. Many learners both in and out of school have almost instantaneous access to an enormous range of information sources at present. In this book, broken into six sections, international scholars come together toward understanding factors that influence how individuals cope with the challenge of building knowledge from diverse, often conflicting, information.
Publisher: Routledge
ISBN: 1317238192
Category : Education
Languages : en
Pages : 548
Book Description
The Handbook of Multiple Source Use draws on theory and research within cognitive and educational psychology, the learning sciences, disciplinary education, information literacy, reading psychology, and social psychology, to present the first comprehensive research volume on this topic. Many learners both in and out of school have almost instantaneous access to an enormous range of information sources at present. In this book, broken into six sections, international scholars come together toward understanding factors that influence how individuals cope with the challenge of building knowledge from diverse, often conflicting, information.
Misinformation and Fake News in Education
Author: Panayiota Kendeou
Publisher: IAP
ISBN: 164113853X
Category : Education
Languages : en
Pages : 335
Book Description
Today, like no other time in our history, the threat of misinformation and disinformation is at an all-time high. This is also true in the field of Education. Misinformation refers to false information shared by a source who intends to inform, but is unaware that the information is false, such as when an educator who recommends the use of a learning strategy that is not actually beneficial. Disinformation is false information shared by a source who has the intent to deceive and is aware that the information is false, such as when a politician claim that high-stakes testing will fix K-12 education when in fact there is no evidence to support this practice. This book provides recent examples of how misinformation and disinformation manifest in the field of education and remedies. Section One, Susceptibility to Misinformation, focuses on factors that influence the endorsement and persistence of misinformation. This section will include chapters on: the appeal and persistence of “zombie concepts” in education; learner and message factors that underlie the adoption of misinformation in the context of the newly proposed Likelihood of Adoption Model; cognitive and motivational factors that contribute to misinformation revision failure; cognitive biases and bias transfer in criminal justice training; the influence of conspiratorial and political ideation on the use of misinformation; and, how educational culture and policy has historically given rise to quackery in education. Section Two, Practices in the Service of Reducing Misinformation in Education, focuses on practices aimed at reducing the impact of misinformation, and includes chapters on: misinformation in the education of children with ASD and its influence on educational and intervention practices; the promise of using dynamical systems and computational linguistics to model the spread of misinformation; systematic attempts to reduce misinformation in psychology and education both in and out of the classroom; and the potential perils of constructivism in the classroom, as well as the teaching of critical thinking. Each section has a discussion chapter that explicates emerging themes and lessons learned and fruitful avenues for future research.
Publisher: IAP
ISBN: 164113853X
Category : Education
Languages : en
Pages : 335
Book Description
Today, like no other time in our history, the threat of misinformation and disinformation is at an all-time high. This is also true in the field of Education. Misinformation refers to false information shared by a source who intends to inform, but is unaware that the information is false, such as when an educator who recommends the use of a learning strategy that is not actually beneficial. Disinformation is false information shared by a source who has the intent to deceive and is aware that the information is false, such as when a politician claim that high-stakes testing will fix K-12 education when in fact there is no evidence to support this practice. This book provides recent examples of how misinformation and disinformation manifest in the field of education and remedies. Section One, Susceptibility to Misinformation, focuses on factors that influence the endorsement and persistence of misinformation. This section will include chapters on: the appeal and persistence of “zombie concepts” in education; learner and message factors that underlie the adoption of misinformation in the context of the newly proposed Likelihood of Adoption Model; cognitive and motivational factors that contribute to misinformation revision failure; cognitive biases and bias transfer in criminal justice training; the influence of conspiratorial and political ideation on the use of misinformation; and, how educational culture and policy has historically given rise to quackery in education. Section Two, Practices in the Service of Reducing Misinformation in Education, focuses on practices aimed at reducing the impact of misinformation, and includes chapters on: misinformation in the education of children with ASD and its influence on educational and intervention practices; the promise of using dynamical systems and computational linguistics to model the spread of misinformation; systematic attempts to reduce misinformation in psychology and education both in and out of the classroom; and the potential perils of constructivism in the classroom, as well as the teaching of critical thinking. Each section has a discussion chapter that explicates emerging themes and lessons learned and fruitful avenues for future research.
Multiple Representations in Physics Education
Author: David F. Treagust
Publisher: Springer
ISBN: 3319589148
Category : Science
Languages : en
Pages : 329
Book Description
This volume is important because despite various external representations, such as analogies, metaphors, and visualizations being commonly used by physics teachers, educators and researchers, the notion of using the pedagogical functions of multiple representations to support teaching and learning is still a gap in physics education. The research presented in the three sections of the book is introduced by descriptions of various psychological theories that are applied in different ways for designing physics teaching and learning in classroom settings. The following chapters of the book illustrate teaching and learning with respect to applying specific physics multiple representations in different levels of the education system and in different physics topics using analogies and models, different modes, and in reasoning and representational competence. When multiple representations are used in physics for teaching, the expectation is that they should be successful. To ensure this is the case, the implementation of representations should consider design principles for using multiple representations. Investigations regarding their effect on classroom communication as well as on the learning results in all levels of schooling and for different topics of physics are reported. The book is intended for physics educators and their students at universities and for physics teachers in schools to apply multiple representations in physics in a productive way.
Publisher: Springer
ISBN: 3319589148
Category : Science
Languages : en
Pages : 329
Book Description
This volume is important because despite various external representations, such as analogies, metaphors, and visualizations being commonly used by physics teachers, educators and researchers, the notion of using the pedagogical functions of multiple representations to support teaching and learning is still a gap in physics education. The research presented in the three sections of the book is introduced by descriptions of various psychological theories that are applied in different ways for designing physics teaching and learning in classroom settings. The following chapters of the book illustrate teaching and learning with respect to applying specific physics multiple representations in different levels of the education system and in different physics topics using analogies and models, different modes, and in reasoning and representational competence. When multiple representations are used in physics for teaching, the expectation is that they should be successful. To ensure this is the case, the implementation of representations should consider design principles for using multiple representations. Investigations regarding their effect on classroom communication as well as on the learning results in all levels of schooling and for different topics of physics are reported. The book is intended for physics educators and their students at universities and for physics teachers in schools to apply multiple representations in physics in a productive way.
Handbook of Strategies and Strategic Processing
Author: Daniel L. Dinsmore
Publisher: Routledge
ISBN: 0429752598
Category : Education
Languages : en
Pages : 461
Book Description
Handbook of Strategies and Strategic Processing provides a state-of-the-art synthesis of conceptual, measurement, and analytical issues regarding learning strategies and strategic processing. Contributions by educational psychology experts present the clearest-yet definition of this essential and quickly evolving component of numerous theoretical frameworks that operate across academic domains. This volume addresses the most current research and theory on the nature of strategies and performance, mechanisms for unearthing individuals’ strategic behaviors, and both long-established and emerging techniques for data analysis and interpretation.
Publisher: Routledge
ISBN: 0429752598
Category : Education
Languages : en
Pages : 461
Book Description
Handbook of Strategies and Strategic Processing provides a state-of-the-art synthesis of conceptual, measurement, and analytical issues regarding learning strategies and strategic processing. Contributions by educational psychology experts present the clearest-yet definition of this essential and quickly evolving component of numerous theoretical frameworks that operate across academic domains. This volume addresses the most current research and theory on the nature of strategies and performance, mechanisms for unearthing individuals’ strategic behaviors, and both long-established and emerging techniques for data analysis and interpretation.
Cognitive Load Theory
Author: Jan L. Plass
Publisher: Cambridge University Press
ISBN: 1107394112
Category : Psychology
Languages : en
Pages : 287
Book Description
Cognitive load theory (CLT) is one of the most important theories in educational psychology, a highly effective guide for the design of multimedia and other learning materials. This edited volume brings together the most prolific researchers from around the world who study various aspects of cognitive load to discuss its current theoretical as well as practical issues. The book is divided into three parts. The first part describes the theoretical foundations and assumptions of CLT, the second discusses the empirical findings about the application of CLT to the design of learning environments, and the third part concludes the book with discussions and suggestions for new directions for future research. It aims to become the standard handbook in CLT for researchers and graduate students in psychology, education, and educational technology.
Publisher: Cambridge University Press
ISBN: 1107394112
Category : Psychology
Languages : en
Pages : 287
Book Description
Cognitive load theory (CLT) is one of the most important theories in educational psychology, a highly effective guide for the design of multimedia and other learning materials. This edited volume brings together the most prolific researchers from around the world who study various aspects of cognitive load to discuss its current theoretical as well as practical issues. The book is divided into three parts. The first part describes the theoretical foundations and assumptions of CLT, the second discusses the empirical findings about the application of CLT to the design of learning environments, and the third part concludes the book with discussions and suggestions for new directions for future research. It aims to become the standard handbook in CLT for researchers and graduate students in psychology, education, and educational technology.
A Handbook of Reflective and Experiential Learning
Author: Jennifer A. Moon
Publisher: Routledge
ISBN: 1134310900
Category : Education
Languages : en
Pages : 268
Book Description
This handbook acts as an essential guide to understanding and using reflective and experiential learning - whether it be for personal or professional development, or as a tool for learning. It takes a fresh look at experiential and reflective learning, locating them within an overall theoretical framework for learning and exploring the relationships between different approaches. As well as the theory, the book provides practical ideas for applying the models of learning, with tools, activities and photocopiable resources which can be incorporated directly into classroom practice. This book is essential reading to guide any teacher, lecturer or trainer wanting to improve teaching and learning.
Publisher: Routledge
ISBN: 1134310900
Category : Education
Languages : en
Pages : 268
Book Description
This handbook acts as an essential guide to understanding and using reflective and experiential learning - whether it be for personal or professional development, or as a tool for learning. It takes a fresh look at experiential and reflective learning, locating them within an overall theoretical framework for learning and exploring the relationships between different approaches. As well as the theory, the book provides practical ideas for applying the models of learning, with tools, activities and photocopiable resources which can be incorporated directly into classroom practice. This book is essential reading to guide any teacher, lecturer or trainer wanting to improve teaching and learning.
Handbook of Intellectual Styles
Author: Robert J. Sternberg, PhD
Publisher: Springer Publishing Company
ISBN: 0826106684
Category : Psychology
Languages : en
Pages : 434
Book Description
"[B]ecause of the thoroughness of the literature reviews and the comprehensive coverage of the chapter topics, [this book] should be required reading for any scholar working in related areas of personality or intelligence."--PsycCRITIQUES ìThis book is a masterly attempt to bring order and cohesion to a field that for many years has been riven with claims and counterclaims. The editors and authors are to be congratulated for addressing a very complex task so helpfully.î John Biggs, PhD Honorary Professor of Psychology University of Hong Kong ìIf you are interested in intellectual stylesópeopleís preferred ways of processing informationóthen this book belongs on your bookshelf.î Richard E. Mayer, PhD Professor of Psychology University of California, Santa Barbara ìFor more than half a century, the construct of styleówhether designated as cognitive, thinking or learningóhas been in or out of fashion in the history of psychology and education. The editors of the present Handbook have invigorated the style construct in the form of intellectual styles, and have brought together a distinguished international panel of chapter authors who offer up-to-date surveys of the assessment, development, correlates, and educational and organizational applications of intellectual styles. For those seeking to familiarize themselves with current theory and research in an intellectually exciting field, the present Handbook is essential.î Nathan Kogan, PhD Professor Emeritus, Department of Psychology New School for Social Research, New York, NY The concept of intellectual styles has had a controversial history based on diverse philosophical and theoretical foundations. Most recently, the idea of intellectual stylesóan umbrella term that covers such closely related constructs as ìcognitive styles,î ìlearning styles,î ìteaching styles,î and ìthinking stylesîóhas gained momentum as an explanation for why different people succeed in different professional and organizational settings. Previously, it was thought that high-achievers simply had more innate abilities than their less successful peers, but research has shown that individuals have different intellectual styles that are better suited for varying types of contexts and problems. Based on the most current and expansive research, this handbook is the first to provide a comprehensive review of research on the construct of intellectual style, from its foundations and development, to its relations to allied constructs, its roles in school and job performance, its applications in various populations, and its future.. This understanding of intellectual styles as a valid concept for both individuals and groups has far-reaching implications for researchers in cross-cultural psychology, multicultural education, organizational behavior and work performance, and many other academic disciplines, as well as practitioners in education and beyond. Key Features: Provides a comprehensive review of intellectual styles from multiple perspectives Written for students and scholars in diverse academic arenas, as well as practitioners in education and other fields Includes contributions from researchers from diverse disciplines, such as psychology, business, education, and health sciences
Publisher: Springer Publishing Company
ISBN: 0826106684
Category : Psychology
Languages : en
Pages : 434
Book Description
"[B]ecause of the thoroughness of the literature reviews and the comprehensive coverage of the chapter topics, [this book] should be required reading for any scholar working in related areas of personality or intelligence."--PsycCRITIQUES ìThis book is a masterly attempt to bring order and cohesion to a field that for many years has been riven with claims and counterclaims. The editors and authors are to be congratulated for addressing a very complex task so helpfully.î John Biggs, PhD Honorary Professor of Psychology University of Hong Kong ìIf you are interested in intellectual stylesópeopleís preferred ways of processing informationóthen this book belongs on your bookshelf.î Richard E. Mayer, PhD Professor of Psychology University of California, Santa Barbara ìFor more than half a century, the construct of styleówhether designated as cognitive, thinking or learningóhas been in or out of fashion in the history of psychology and education. The editors of the present Handbook have invigorated the style construct in the form of intellectual styles, and have brought together a distinguished international panel of chapter authors who offer up-to-date surveys of the assessment, development, correlates, and educational and organizational applications of intellectual styles. For those seeking to familiarize themselves with current theory and research in an intellectually exciting field, the present Handbook is essential.î Nathan Kogan, PhD Professor Emeritus, Department of Psychology New School for Social Research, New York, NY The concept of intellectual styles has had a controversial history based on diverse philosophical and theoretical foundations. Most recently, the idea of intellectual stylesóan umbrella term that covers such closely related constructs as ìcognitive styles,î ìlearning styles,î ìteaching styles,î and ìthinking stylesîóhas gained momentum as an explanation for why different people succeed in different professional and organizational settings. Previously, it was thought that high-achievers simply had more innate abilities than their less successful peers, but research has shown that individuals have different intellectual styles that are better suited for varying types of contexts and problems. Based on the most current and expansive research, this handbook is the first to provide a comprehensive review of research on the construct of intellectual style, from its foundations and development, to its relations to allied constructs, its roles in school and job performance, its applications in various populations, and its future.. This understanding of intellectual styles as a valid concept for both individuals and groups has far-reaching implications for researchers in cross-cultural psychology, multicultural education, organizational behavior and work performance, and many other academic disciplines, as well as practitioners in education and beyond. Key Features: Provides a comprehensive review of intellectual styles from multiple perspectives Written for students and scholars in diverse academic arenas, as well as practitioners in education and other fields Includes contributions from researchers from diverse disciplines, such as psychology, business, education, and health sciences
Graph Representation Learning
Author: William L. William L. Hamilton
Publisher: Springer Nature
ISBN: 3031015886
Category : Computers
Languages : en
Pages : 141
Book Description
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.
Publisher: Springer Nature
ISBN: 3031015886
Category : Computers
Languages : en
Pages : 141
Book Description
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.