Cognitive Economy And The Role Of Representation In On Line Learning

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Concepts in Action

Author : Lucas Bechberger
Publisher : Springer Nature
Page : 201 pages
File Size : 50,5 Mb
Release : 2021
Category : Artificial intelligence
ISBN : 9783030698232

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Concepts in Action by Lucas Bechberger Pdf

This open access book is a timely contribution in presenting recent issues, approaches, and results that are not only central to the highly interdisciplinary field of concept research but also particularly important to newly emergent paradigms and challenges. The contributors present a unique, holistic picture for the understanding and use of concepts from a wide range of fields including cognitive science, linguistics, philosophy, psychology, artificial intelligence, and computer science. The chapters focus on three distinct points of view that lie at the core of concept research: representation, learning, and application. The contributions present a combination of theoretical, experimental, computational, and applied methods that appeal to students and researchers working in these fields.

The Theory and Practice of Online Learning

Author : Terry Anderson
Publisher : Athabasca University Press
Page : 485 pages
File Size : 49,7 Mb
Release : 2008
Category : Computers
ISBN : 9781897425084

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The Theory and Practice of Online Learning by Terry Anderson Pdf

"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.

Natural Language Processing and Information Systems

Author : Elisabeth Métais,Farid Meziane,Vijayan Sugumaran,Warren Manning,Stephan Reiff-Marganiec
Publisher : Springer Nature
Page : 613 pages
File Size : 47,9 Mb
Release : 2023-06-13
Category : Computers
ISBN : 9783031353208

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Natural Language Processing and Information Systems by Elisabeth Métais,Farid Meziane,Vijayan Sugumaran,Warren Manning,Stephan Reiff-Marganiec Pdf

This book constitutes the refereed proceedings of the 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, held in Derby, UK, in June 21–23, 2023 The 31 full papers and 14 short papers included in this book were carefully reviewed and selected from 89 submissions. They focus on the developments of the application of natural language to databases and information systems in the wider meaning of the term.

Cognitive Economy

Author : Nicholas Rescher
Publisher : University of Pittsburgh Pre
Page : 179 pages
File Size : 55,7 Mb
Release : 1989-10-15
Category : Philosophy
ISBN : 9780822976646

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Cognitive Economy by Nicholas Rescher Pdf

Cost, expected benefits, and risks are paramount in grant agencies' decisions to fund scientific research. In Cognitive Economy, Nicholas Rescher outlines a general theory for the cost-effective use of intellectual resources, amplifying the theories of Charles Sanders Pierce, who stressed an “economy of research.” Rescher discusses the requirements of cooperation, communication, cognitive importance, cognitive economy, as well as the economic factors bearing on induction and simplicity. He then applies his model to several case studies and to clarifying the limits imposed on science by economic considerations.

Encyclopedia of the Sciences of Learning

Author : Norbert M. Seel
Publisher : Springer Science & Business Media
Page : 3643 pages
File Size : 55,7 Mb
Release : 2011-10-05
Category : Education
ISBN : 9781441914279

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Encyclopedia of the Sciences of Learning by Norbert M. Seel Pdf

Over the past century, educational psychologists and researchers have posited many theories to explain how individuals learn, i.e. how they acquire, organize and deploy knowledge and skills. The 20th century can be considered the century of psychology on learning and related fields of interest (such as motivation, cognition, metacognition etc.) and it is fascinating to see the various mainstreams of learning, remembered and forgotten over the 20th century and note that basic assumptions of early theories survived several paradigm shifts of psychology and epistemology. Beyond folk psychology and its naïve theories of learning, psychological learning theories can be grouped into some basic categories, such as behaviorist learning theories, connectionist learning theories, cognitive learning theories, constructivist learning theories, and social learning theories. Learning theories are not limited to psychology and related fields of interest but rather we can find the topic of learning in various disciplines, such as philosophy and epistemology, education, information science, biology, and – as a result of the emergence of computer technologies – especially also in the field of computer sciences and artificial intelligence. As a consequence, machine learning struck a chord in the 1980s and became an important field of the learning sciences in general. As the learning sciences became more specialized and complex, the various fields of interest were widely spread and separated from each other; as a consequence, even presently, there is no comprehensive overview of the sciences of learning or the central theoretical concepts and vocabulary on which researchers rely. The Encyclopedia of the Sciences of Learning provides an up-to-date, broad and authoritative coverage of the specific terms mostly used in the sciences of learning and its related fields, including relevant areas of instruction, pedagogy, cognitive sciences, and especially machine learning and knowledge engineering. This modern compendium will be an indispensable source of information for scientists, educators, engineers, and technical staff active in all fields of learning. More specifically, the Encyclopedia provides fast access to the most relevant theoretical terms provides up-to-date, broad and authoritative coverage of the most important theories within the various fields of the learning sciences and adjacent sciences and communication technologies; supplies clear and precise explanations of the theoretical terms, cross-references to related entries and up-to-date references to important research and publications. The Encyclopedia also contains biographical entries of individuals who have substantially contributed to the sciences of learning; the entries are written by a distinguished panel of researchers in the various fields of the learning sciences.

Distance and E-learning in Transition

Author : András Szücs,Alan Tait,Martine Vidal,Ulrich Bernath
Publisher : John Wiley & Sons
Page : 644 pages
File Size : 47,5 Mb
Release : 2013-03-01
Category : Education
ISBN : 9781118618721

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Distance and E-learning in Transition by András Szücs,Alan Tait,Martine Vidal,Ulrich Bernath Pdf

The rushed development of information and communication technologies and their impact on the world of learning in the last decade have profoundly changed the paradigms, scenarios and values at all levels of education. The professionalization of tools and practices, in addition to the consolidation of academic and practical knowledge, has been a major continuing issue throughout these years. The annual conferences of the largest European professional community in distance and e-learning have been setting the landmarks in this process. The selection from this unique knowledge pool demonstrates the deepening and consolidation of knowledge and experience. This book presents the developments in the field of open, distance and e-learning, through new technologies, methodologies and tools, which have profoundly changed the paradigms, scenarios and values at all levels of education over the last decade.

Trends and Issues in Distance Education 2nd Edition

Author : Lya Visser,Yusra Laila Visser,Ray Amirault,Michael Simonson
Publisher : IAP
Page : 357 pages
File Size : 41,5 Mb
Release : 2012-07-01
Category : Education
ISBN : 9781617358302

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Trends and Issues in Distance Education 2nd Edition by Lya Visser,Yusra Laila Visser,Ray Amirault,Michael Simonson Pdf

Over the last decade, the field of distance education (and e-learning) has substantially strengthened and assumed a more international scope. There has been an impressive growth in the conceptual, empirical and experiential foundations of the field. Trends and Issues in Distance Education: International Perspectives (2nd Ed) captures a representative snapshot of the breadth of current global trends and issues in distance education theory, research, and practice. Through 21 chapters (from over 30 international authors), the book documents new developments in distance education scholarship and practice, presenting a diverse set of viewpoints on the trends and issues affecting this increasingly central discipline. The book is for researchers, practitioners, and students. Chapters speak to the many creative ways in which distance education addresses learning and human development needs around the world. They focus on distance education in dissimilar settings that extend beyond the limitations of the dominating paradigms of the highly developed economies. Contributing authors touch upon conceptual as well as practical issues. They critically reflect on both large- and small-scale distance education initiatives, discussing the use of everything from the most advanced technologies (e.g., 3-D computing) to the most rudimentary technologies (e.g., wind-up radios).

Cognitive Economics

Author : Paul Bourgine,Jean-Pierre Nadal
Publisher : Springer Science & Business Media
Page : 479 pages
File Size : 45,5 Mb
Release : 2013-03-20
Category : Business & Economics
ISBN : 9783540247081

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Cognitive Economics by Paul Bourgine,Jean-Pierre Nadal Pdf

The social sciences study knowing subjects and their interactions. A "cog nitive turn", based on cognitive science, has the potential to enrich these sciences considerably. Cognitive economics belongs within this movement of the social sciences. It aims to take into account the cognitive processes of individuals in economic theory, both on the level of the agent and on the level of their dynamic interactions and the resulting collective phenomena. This is an ambitious research programme that aims to link two levels of com plexity: the level of cognitive phenomena as studied and tested by cognitive science, and the level of collective phenomena produced by the economic in teractions between agents. Such an objective requires cooperation, not only between economists and cognitive scientists but also with mathematicians, physicists and computer scientists, in order to renew, study and simulate models of dynamical systems involving economic agents and their cognitive mechanisms. The hard core of classical economics is the General Equilibrium Theory, based on the optimising rationality of the agent and on static concepts of equilibrium, following a point of view systemised in the framework of Game Theory. The agent is considered "rational" if everything takes place as if he was maximising a function representing his preferences, his utility function.

Interactive Multimedia in Education and Training

Author : Sanjaya Mishra,Ramesh C. Sharma
Publisher : IGI Global
Page : 438 pages
File Size : 42,7 Mb
Release : 2005-01-01
Category : Education
ISBN : 1591403944

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Interactive Multimedia in Education and Training by Sanjaya Mishra,Ramesh C. Sharma Pdf

This text emerges out of the need to share information and knowledge on the research and practices of using multimedia in various educational settings. It discusses issues relating to planning, designing and development of interactive multimedia, offering research data.

How Learning Works

Author : Susan A. Ambrose,Michael W. Bridges,Michele DiPietro,Marsha C. Lovett,Marie K. Norman
Publisher : John Wiley & Sons
Page : 336 pages
File Size : 52,7 Mb
Release : 2010-04-16
Category : Education
ISBN : 9780470617601

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How Learning Works by Susan A. Ambrose,Michael W. Bridges,Michele DiPietro,Marsha C. Lovett,Marie K. Norman Pdf

Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

Artificial Neural Networks and Machine Learning - ICANN 2011

Author : Timo Honkela,Włodzisław Duch,Mark Girolami,Samuel Kaski
Publisher : Springer Science & Business Media
Page : 492 pages
File Size : 46,9 Mb
Release : 2011-06-14
Category : Computers
ISBN : 9783642217371

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Artificial Neural Networks and Machine Learning - ICANN 2011 by Timo Honkela,Włodzisław Duch,Mark Girolami,Samuel Kaski Pdf

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications.

Representation in the Brain

Author : Asim Roy,Leonid Perlovsky,Tarek Besold,Juyang Weng,Jonathan Edwards
Publisher : Frontiers Media SA
Page : 147 pages
File Size : 54,5 Mb
Release : 2018-09-28
Category : Electronic
ISBN : 9782889455966

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Representation in the Brain by Asim Roy,Leonid Perlovsky,Tarek Besold,Juyang Weng,Jonathan Edwards Pdf

This eBook contains ten articles on the topic of representation of abstract concepts, both simple and complex, at the neural level in the brain. Seven of the articles directly address the main competing theories of mental representation – localist and distributed. Four of these articles argue – either on a theoretical basis or with neurophysiological evidence – that abstract concepts, simple or complex, exist (have to exist) at either the single cell level or in an exclusive neural cell assembly. There are three other papers that argue for sparse distributed representation (population coding) of abstract concepts. There are two other papers that discuss neural implementation of symbolic models. The remaining paper deals with learning of motor skills from imagery versus actual execution. A summary of these papers is provided in the Editorial.

The Logic of Adaptive Behavior

Author : Martijn van Otterlo
Publisher : IOS Press
Page : 508 pages
File Size : 40,6 Mb
Release : 2009
Category : Business & Economics
ISBN : 9781586039691

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The Logic of Adaptive Behavior by Martijn van Otterlo Pdf

Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty. This book studies lifting Markov decision processes, reinforcement learning and dynamic programming to the first-order (or, relational) setting.

Interactivity in E-Learning: Case Studies and Frameworks

Author : Wang, Haomin
Publisher : IGI Global
Page : 409 pages
File Size : 42,7 Mb
Release : 2011-12-31
Category : Education
ISBN : 9781613504420

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Interactivity in E-Learning: Case Studies and Frameworks by Wang, Haomin Pdf

"This book provides a comprehensive examination of interactivity, combining key perspectives from communication and media studies, distributed cognition, system affordances, user control, and social interaction, intended for researchers working in the fields of communication and media, educational media, e-learning, and instructional technology"--Provided by publisher.