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Learning Systems From Theory To Practice
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Book Synopsis Computational Learning Theory and Natural Learning Systems: Intersections between theory and experiment by : Stephen José Hanson
Download or read book Computational Learning Theory and Natural Learning Systems: Intersections between theory and experiment written by Stephen José Hanson and published by Mit Press. This book was released on 1994 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation These original contributions converge on an exciting and fruitful intersection of three historically distinct areas of learning research: computational learning theory, neural networks, and symbolic machine learning. Bridging theory and practice, computer science and psychology, they consider general issues in learning systems that could provide constraints for theory and at the same time interpret theoretical results in the context of experiments with actual learning systems. In all, nineteen chapters address questions such as, What is a natural system? How should learning systems gain from prior knowledge? If prior knowledge is important, how can we quantify how important? What makes a learning problem hard? How are neural networks and symbolic machine learning approaches similar? Is there a fundamental difference in the kind of task a neural network can easily solve as opposed to those a symbolic algorithm can easily solve? Stephen J. Hanson heads the Learning Systems Department at Siemens Corporate Research and is a Visiting Member of the Research Staff and Research Collaborator at the Cognitive Science Laboratory at Princeton University. George A. Drastal is Senior Research Scientist at Siemens Corporate Research. Ronald J. Rivest is Professor of Computer Science and Associate Director of the Laboratory for Computer Science at the Massachusetts Institute of Technology.
Book Synopsis Social Learning Systems and Communities of Practice by : Chris Blackmore
Download or read book Social Learning Systems and Communities of Practice written by Chris Blackmore and published by Springer Science & Business Media. This book was released on 2010-06-01 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Learning Systems and Communities of Practice is a collection of classical and contemporary writing associated with learning and systemic change in contexts ranging from cities, to rural development to education to nursing to water management to public policy. It is likely to be of interest to anyone trying to understand how to think systemically and to act and interact effectively in situations experienced as complex, messy and changing. While mainly concerned with professional praxis, where theory and practice inform each other, there is much here that can apply at a personal level. This book offers conceptual tools and suggestions for new ways of being and acting in the world in relation to each other, that arise from both old and new understandings of communities, learning and systems. Starting with twentieth century insights into social learning, learning systems and appreciative systems from Donald Schön and Sir Geoffrey Vickers, the book goes on to consider the contemporary traditions of critical social learning systems and communities of practice, pioneered by Richard Bawden and Etienne Wenger and their colleagues. A synthesis of the ideas raised, written by the editor, concludes this reader. The theory and practice of social learning systems and communities of practice appear to have much to offer in influencing and managing systemic change for a better world.
Book Synopsis Education for Sustainable Human and Environmental Systems by : Will Focht
Download or read book Education for Sustainable Human and Environmental Systems written by Will Focht and published by Routledge. This book was released on 2018-09-19 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of Sustainable Human and Environmental Systems (SHES) education is to prepare students to facilitate social learning in communities that builds knowledge of, capacity for, and commitment to sustainability to facilitate the emergence of sustainable societies. The SHES approach to sustainability education relies on complexity-based systems thinking that transcends disciplinary boundaries. This book provides a comprehensive guide to the SHES approach, including its rationale and theoretical foundation, its pedagogy and practical applications in curricula, and ways to support the approach through institutional administration. This book will be of great interest to academics and students of education, environmental sciences and studies, sustainability and sustainable development, natural resource management, conservation, environmental policy, environmental planning, and related fields in higher education. Educators can use this book as a guide to SHES pedagogy, curriculum design, sustainability, environmental studies, sustainable development, and sustainable well-being. Administrators will find the book useful in establishing, evaluating, staffing, and promoting programs based on the SHES approach.
Book Synopsis Universal Design for Learning by : Anne Meyer
Download or read book Universal Design for Learning written by Anne Meyer and published by CAST Professional Publishing. This book was released on 2015-12 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anne Meyer and David Rose, who first laid out the principles of UDL, provide an ambitious, engaging discussion of new research and best practices. This book gives the UDL field an essential and authoritative learning resource for the coming years. In the 1990s, Anne Meyer, David Rose, and their colleagues at CAST introduced Universal Design for Learning (UDL) as a framework to improve teaching and learning in the digital age, sparking an international reform movement. Now Meyer and Rose return with Universal Design for Learning: Theory and Practice, an up-to-date multimedia online book (with print and e-book options) that leverages more than a decade of research and implementation. This is the first significant new statement on UDL since 2002, an ambitious, engaging exploration of ideas and best practices that provides the growing UDL field with an essential and authoritative learning resource for the coming years. This new work includes contributions from CAST's research and implementation teams as well as from many of CAST's collaborators in schools, universities, and research settings. Readers are invited to contribute ideas, perspectives, and examples from their own practice in an online community of practice. --
Book Synopsis Learning to Learn by : Ruth Deakin Crick
Download or read book Learning to Learn written by Ruth Deakin Crick and published by Routledge. This book was released on 2014-04-28 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning to Learn provides a much needed overview and international guide to the field of learning to learn from a multidisciplinary lifelong and lifewide perspective. A wealth of research has been flourishing on this key educational goal in recent years. Internationally, it is considered to be one of the key competencies needed to compete in the global economy, but also a crucial factor for individual and social well-being. This book draws on leading international contributors to provide a cutting-edge overview of current thinking on learning to learn research, policy, and implementation in both formal and informal learning environments. But what learning to learn is exactly, and what its constituting elements are, are much debated issues. These seem to be the crucial questions if assessment and development of this 'malleable side of intelligence' are to be accomplished. The approach of this volume is to consider a broad conception of learning to learn, not confined to only study strategies or metacognition, yet acknowledging the importance of such elements. The book sets out to answer five main questions: What is learning to learn? What are its functions and how do we assess it? What does it promise to the individual and society at large? How is it conceived in national curricula internationally? How can it be developed in a variety of contexts? The text is organized into two parts: the first addresses the core question of the nature of learning to learn from a theoretical and policy viewpoint, and the second presents recent research carried out in several educational systems, with special attention to assessment and curriculum. It gives an account of pedagogical practices of learning to learn and its role in individual empowerment from childhood to adulthood. Contributors also highlight the potential use of learning to learn as an organizing concept for lifelong learning, school improvement, and teacher training along with potential conflicts with existing incentive practices and policies. This book is a vital starting point and guide for any advanced student or researcher looking to understand this important area of research.
Download or read book Systems that Learn written by Sanjay Jain and published by MIT Press. This book was released on 1999 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to the concepts and techniques of formal learning theory is based on a number-theoretical approach to learning and uses the tools of recursive function theory to understand how learners come to an accurate view of reality.
Book Synopsis The Theory and Practice of Online Learning by : Terry Anderson
Download or read book The Theory and Practice of Online Learning written by Terry Anderson and published by Athabasca University Press. This book was released on 2008 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Neither an academic tome nor a prescriptive 'how to' guide, The Theory and Practice of Online Learning is an illuminating collection of essays by practitioners and scholars active in the complex field of distance education. Distance education has evolved significantly in its 150 years of existence. For most of this time, it was an individual pursuit defined by infrequent postal communication. But recently, three more developmental generations have emerged, supported by television and radio, teleconferencing, and computer conferencing. The early 21st century has produced a fifth generation, based on autonomous agents and intelligent, database-assisted learning, that has been referred to as Web 2.0. The second edition of "The Theory and Practice of Online Learning" features updates in each chapter, plus four new chapters on current distance education issues such as connectivism and social software innovations."--BOOK JACKET.
Author :Baltasar Fernández-Manjón Publisher :Springer Science & Business Media ISBN 13 :1402049145 Total Pages :243 pages Book Rating :4.4/5 (2 download)
Book Synopsis Computers and Education by : Baltasar Fernández-Manjón
Download or read book Computers and Education written by Baltasar Fernández-Manjón and published by Springer Science & Business Media. This book was released on 2007-07-26 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of contributions presenting the latest research in the field of computers in education and, more specifically, in e-Learning. It reflects the diverse scenario of the application of computers in the educational field by describing previous experiences and addressing some of the present key issues. These include issues such as Learning Management Systems as well as innovative aspects such as personalized or ubiquitous learning.
Book Synopsis E-learning Theory and Practice by : Caroline Haythornthwaite
Download or read book E-learning Theory and Practice written by Caroline Haythornthwaite and published by SAGE Publications. This book was released on 2011-04-19 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In E-learning Theory and Practice the authors set out different perspectives on e-learning. The book deals with the social implications of e-learning, its transformative effects, and the social and technical interplay that supports and directs e-learning. The authors present new perspectives on the subject by exploring the way teaching and learning are changing with the presence of the Internet and participatory media; providing a theoretical grounding in new learning practices from education, communication and information science; addressing e-learning in terms of existing learning theories, emerging online learning theories, new literacies, social networks, social worlds, community and virtual communities, and online resources; and emphasizing the impact of everyday electronic practices on learning, literacy and the classroom, locally and globally. This book is for everyone involved in e-learning including teachers, educators, graduate students and researchers.
Book Synopsis Science Education in Theory and Practice by : Ben Akpan
Download or read book Science Education in Theory and Practice written by Ben Akpan and published by Springer Nature. This book was released on 2020-09-08 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of applicable learning theories and their applications to science teaching. It presents a synthesis of historical theories while also providing practical implications for improvement of pedagogical practices aimed at advancing the field into the future. The theoretical viewpoints included in this volume span cognitive and social human development, address theories of learning, and describe approaches to teaching and curriculum development. The book presents and discusses humanistic, behaviourist, cognitivist, and constructivist theories. In addition, it looks at other theories, such as multiple intelligences theory, systems thinking, gender/sexuality theory and indigenous knowledge systems. Each chapter follows a reader-motivated approach anchored on a narrative genre. The book serves as a guide for those aiming to create optional learning experiences to prepare the next generation STEM workforce. Chapter “The Bildung Theory—From von Humboldt to Klafki and Beyond” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
Book Synopsis Introduction to Instructional Systems Design by : Chuck Hodell
Download or read book Introduction to Instructional Systems Design written by Chuck Hodell and published by Association for Talent Development. This book was released on 2021-05-10 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: The A–Z Resource on Instructional Systems Design Modern, adaptable, flexible, timeless. Instructional systems design (ISD) is more relevant than ever and critical for organizational success. ISD is used by education and training professionals worldwide, with billions of dollars a year spent on designing and implementing training. Given such high stakes, organizations need the best training product available, and educational programs need the best textbook for cultivating professionals in this field. Introduction to Instructional Systems Design is just that resource. This book provides comprehensive instruction for professors, instructors, and students of ISD who seek a professional and proven design method in an academic foundation. Written by long-time professor and practitioner of instructional design Chuck Hodell, this is a through line to his earlier bestselling volume ISD From the Ground Up and offers an even greater practicality with a strong theoretical base to answer the questions of why designers do what they do. In chapters that detail the building blocks of instructional design, the ADDIE process, and advanced ISD processes such as determining criticality and content mastery, Hodell creates a guided learning experience with discussion questions and case studies to prompt deeper reflection. Preparing learners for digital learning and adapting in-classroom courses for remote learning are a particular focus, and Hodell provides an overview of career options and development. Perfect for professors and instructors, this textbook also includes an instructor’s guide.
Book Synopsis Learning, Design, and Technology by : J. Michael Spector
Download or read book Learning, Design, and Technology written by J. Michael Spector and published by Springer Nature. This book was released on 2023-11-15 with total page 4144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multiple, related fields encompassed by this Major Reference Work represent a convergence of issues and topics germane to the rapidly changing segments of knowledge and practice in educational communications and technology at all levels and around the globe. There is no other comparable work that is designed not only to gather vital, current, and evolving information and understandings in these knowledge segments but also to be updated on a continuing basis in order to keep pace with the rapid changes taking place in the relevant fields. The Handbook is composed of substantive (5,000 to 15,000 words), peer-reviewed entries that examine and explicate seminal facets of learning theory, research, and practice. It provides a broad range of relevant topics, including significant developments as well as innovative uses of technology that promote learning, performance, and instruction. This work is aimed at researchers, designers, developers, instructors, and other professional practitioners.
Book Synopsis The Theory and Practice of Learning by : Peter Jarvis
Download or read book The Theory and Practice of Learning written by Peter Jarvis and published by Routledge. This book was released on 2003-12-16 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning is among the most basic of human activities. The study of learning, and research into learning is becoming a central part of educational studies. This is a comprehensive introduction to contemporary theories and modern practices of learning. Updated and expanded, this second edition should be of interest to teachers, facilitators, human resource developers and students of education. The contents cover: lifelong learning; the social background to learning; cognitivist theory; types of learning; learning using ICT; and philosophical reflections on learning.
Book Synopsis Service-Learning in Theory and Practice by : D. Butin
Download or read book Service-Learning in Theory and Practice written by D. Butin and published by Springer. This book was released on 2010-03-29 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive rethinking of the theory and practice of service-learning in higher education. Democratic and community engagement are vital aspects of linking colleges and communities, and this book critically engages the best practices and powerful alternative models in the academy. Drawing on key theoretical insights and empirical studies, Butin details the limits and possibilities of the future of community engagement in developing and sustaining the engaged campus.
Book Synopsis Teaching on Assessment by : Sharon L. Nichols
Download or read book Teaching on Assessment written by Sharon L. Nichols and published by IAP. This book was released on 2021-03-01 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an age where the quality of teacher education programs has been called into question, it is more important than ever that teachers have a fundamental understanding of the principles of human learning, motivation, and development. Theory to Practice: Educational Psychology for Teachers and Teaching is a series for those who teach educational psychology in teacher education programs. At a time when educational psychology is at risk of becoming marginalized, it is imperative that we, as educators, “walk our talk” in serving as models of what effective instruction looks like. Each volume in the series draws upon the latest research to help instructors model fundamental principles of learning, motivation, and development to best prepare their students for the diverse, multidimensional, uncertain, and socially-embedded environments in which these future educators will teach. The inaugural volume, Teaching on Assessment, is centered on the role of assessment in teaching and learning. Each chapter translates current research on critical topics in assessment for educational psychology instructors and teacher educators to consider in their teaching of future teachers. Written for practitioners, the aim is to present contemporary issues and ideas that would help teachers engage in meaningful assessment practice. This volume is important not only because of the dwindling presence of assessment-related instructional content in teacher preparation programs, but also because the policy changes in the last two decades have transformed the meaning and use of assessment in K-12 classrooms. Praise for Teaching on Assessment "This thought-provoking book brings together perspectives from educational psychology and teacher education to examine how assessment can best support student motivation, engagement, and learning. In the volume, editors Nichols and Varier present a set of chapters written by leaders in the field to examine critical questions about how to best prepare teachers to make instructional decisions, understand assessment within the context of learning and motivation theory, and draw on assessment in ways which can meet the needs of diverse learners. Written in a highly accessible language and style, each chapter contains clear takeaway messages designed for educational psychologists, teacher educators, teachers, and pre-service teachers. This book is essential reading for anyone involved in teaching or developing our future teaching professionals." Lois R. Harris, Australian Catholic University "This impressive book provides a wealth of contemporary and engaging resources, ideas and perspectives that educational psychology instructors will find relevant for helping students understand the complexity of assessment decision-making as an essential component of instruction. Traditional assessment principles are integrated with contemporary educational psychology research that will enhance prospective teachers’ decision-making about classroom assessments that promote all students’ learning and motivation. It is unique in showing how to best leverage both formative and summative assessment to boost student engagement and achievement, enabling students to understand how to integrate practical classroom constraints and realities with current knowledge about self-regulation, intrinsic motivation, and other psychological constructs that assessment needs to consider. The chapters are written by established experts who are able to effectively balance presentation of research and theory with practical applications. Notably, the volume includes very important topics rarely emphasized in other assessment texts, including assessment literacy frameworks, diversity, equity, assessment strategies for students with special needs, and data-driven decision making. The book will be an excellent supplement for educational psychology classes or for assessment courses, introducing students to current thinking about how to effectively integrate assessment with instruction." James McMillan, Virginia Commonwealth University.
Download or read book Learning Systems written by Vasil Sgurev and published by . This book was released on 2018 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications, it includes a wide range of valuable lessons learned and ideas for future intelligent products and systems.
Book Synopsis Adult Learning by : Sharan B. Merriam
Download or read book Adult Learning written by Sharan B. Merriam and published by John Wiley & Sons. This book was released on 2013-09-03 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solidly grounded in theory and research, but concise and practice-oriented, Adult Learning: Linking Theory and Practice is perfect for master’s-level students and practitioners alike. Sharan Merriam and Laura Bierema have infused each chapter with practical applications for instruction which will help readers personally relate to the material. The contents covers: Adult Learning in Today’s World Traditional Learning Theories Andragogy Self-Directed Learning Transformative Learning Experience and Learning Body and Spirit in Learning Motivation and Learning The Brain and Cognitive Functioning Adult Learning in the Digital Age Critical Thinking and Critical Perspectives Culture and Context Discussion questions and activities for reflection are included at the end of each chapter.
