The Art of Modelling the Learning Process

The Art of Modelling the Learning Process

Author: Jimmie Leppink

Publisher:

Published: 2020

Total Pages: 276

ISBN-13: 9783030430832

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By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.


Book Synopsis The Art of Modelling the Learning Process by : Jimmie Leppink

Download or read book The Art of Modelling the Learning Process written by Jimmie Leppink and published by . This book was released on 2020 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.

The Art of Modelling the Learning Process

The Art of Modelling the Learning Process

Author: Jimmie Leppink

Publisher: Springer Nature

Published: 2020-04-06

Total Pages: 276

ISBN-13: 3030430820

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By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.


Book Synopsis The Art of Modelling the Learning Process by : Jimmie Leppink

Download or read book The Art of Modelling the Learning Process written by Jimmie Leppink and published by Springer Nature. This book was released on 2020-04-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.

Learning the Art of Mathematical Modelling

Learning the Art of Mathematical Modelling

Author: M. Cross

Publisher: Ellis Horwood

Published: 1985

Total Pages: 164

ISBN-13:

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Book Synopsis Learning the Art of Mathematical Modelling by : M. Cross

Download or read book Learning the Art of Mathematical Modelling written by M. Cross and published by Ellis Horwood. This book was released on 1985 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Modeling Cognitive Processes

Introduction to Modeling Cognitive Processes

Author: Tom Verguts

Publisher: MIT Press

Published: 2022-02-01

Total Pages: 265

ISBN-13: 0262045362

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An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.


Book Synopsis Introduction to Modeling Cognitive Processes by : Tom Verguts

Download or read book Introduction to Modeling Cognitive Processes written by Tom Verguts and published by MIT Press. This book was released on 2022-02-01 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.

Modelling in Natural Sciences

Modelling in Natural Sciences

Author: Tibor Müller

Publisher: Springer Science & Business Media

Published: 2003-02-14

Total Pages: 480

ISBN-13: 9783540001539

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This book defines the wide application of the art of modelling. The main emphasis is on the imaging of dynamic processes which are analysed and subdivided into their atomic constituents by means of systems analysis. The cyclic structure and the stages of models’ set-up are explained. The evaluation of a model’s quality is regarded as a stochastic process. The aspects of grade used in different fields of sciences are brought into perspective. Thus, a quantitative concept of validity on the basis of conditional degrees of rational belief can be developed.


Book Synopsis Modelling in Natural Sciences by : Tibor Müller

Download or read book Modelling in Natural Sciences written by Tibor Müller and published by Springer Science & Business Media. This book was released on 2003-02-14 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book defines the wide application of the art of modelling. The main emphasis is on the imaging of dynamic processes which are analysed and subdivided into their atomic constituents by means of systems analysis. The cyclic structure and the stages of models’ set-up are explained. The evaluation of a model’s quality is regarded as a stochastic process. The aspects of grade used in different fields of sciences are brought into perspective. Thus, a quantitative concept of validity on the basis of conditional degrees of rational belief can be developed.

Trends in Teaching and Learning of Mathematical Modelling

Trends in Teaching and Learning of Mathematical Modelling

Author: Gabriele Kaiser

Publisher: Springer Science & Business Media

Published: 2011-06-23

Total Pages: 711

ISBN-13: 9400709102

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This book contains suggestions for and reflections on the teaching, learning and assessing of mathematical modelling and applications in a rapidly changing world, including teaching and learning environments. It addresses all levels of education from universities and technical colleges to secondary and primary schools. Sponsored by the International Community of Teachers of Mathematical Modelling and Applications (ICTMA), it reflects recent ideas and methods contributed by specialists from 30 countries in Africa, the Americas, Asia, Australia and Europe. Inspired by contributions to the Fourteenth Conference on the Teaching of Mathematical Modelling and Applications (ICTMA14) in Hamburg, 2009, the book describes the latest trends in the teaching and learning of mathematical modelling at school and university including teacher education. The broad and versatile range of topics will stress the international state-of-the-art on the following issues: Theoretical reflections on the teaching and learning of modelling Modelling competencies Cognitive perspectives on modelling Modelling examples for all educational levels Practice of modelling in school and at university level Practices in Engineering and Applications


Book Synopsis Trends in Teaching and Learning of Mathematical Modelling by : Gabriele Kaiser

Download or read book Trends in Teaching and Learning of Mathematical Modelling written by Gabriele Kaiser and published by Springer Science & Business Media. This book was released on 2011-06-23 with total page 711 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains suggestions for and reflections on the teaching, learning and assessing of mathematical modelling and applications in a rapidly changing world, including teaching and learning environments. It addresses all levels of education from universities and technical colleges to secondary and primary schools. Sponsored by the International Community of Teachers of Mathematical Modelling and Applications (ICTMA), it reflects recent ideas and methods contributed by specialists from 30 countries in Africa, the Americas, Asia, Australia and Europe. Inspired by contributions to the Fourteenth Conference on the Teaching of Mathematical Modelling and Applications (ICTMA14) in Hamburg, 2009, the book describes the latest trends in the teaching and learning of mathematical modelling at school and university including teacher education. The broad and versatile range of topics will stress the international state-of-the-art on the following issues: Theoretical reflections on the teaching and learning of modelling Modelling competencies Cognitive perspectives on modelling Modelling examples for all educational levels Practice of modelling in school and at university level Practices in Engineering and Applications

Understanding Models for Learning and Instruction:

Understanding Models for Learning and Instruction:

Author: Dirk Ifenthaler

Publisher: Springer Science & Business Media

Published: 2008-02-22

Total Pages: 334

ISBN-13: 038776898X

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The pioneering research and theories of Norbert Seel have had a profound impact on educational thought in mathematics. In this special tribute, an international panel of researchers presents the current state of model-based education: its research, methodology, and technology. Fifteen stimulating, sometimes playful chapters link the multiple ways of constructing knowledge to the complex real world of skill development. This synthesis of latest innovations and fresh perspectives on classic constructs makes the book cutting-edge reading for the researchers and educators in mathematics instruction building the next generation of educational models.


Book Synopsis Understanding Models for Learning and Instruction: by : Dirk Ifenthaler

Download or read book Understanding Models for Learning and Instruction: written by Dirk Ifenthaler and published by Springer Science & Business Media. This book was released on 2008-02-22 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The pioneering research and theories of Norbert Seel have had a profound impact on educational thought in mathematics. In this special tribute, an international panel of researchers presents the current state of model-based education: its research, methodology, and technology. Fifteen stimulating, sometimes playful chapters link the multiple ways of constructing knowledge to the complex real world of skill development. This synthesis of latest innovations and fresh perspectives on classic constructs makes the book cutting-edge reading for the researchers and educators in mathematics instruction building the next generation of educational models.

Interactive Modeling

Interactive Modeling

Author: Margaret Berry Wilson

Publisher: Center for Responsive Schools, Inc.

Published: 2012

Total Pages: 210

ISBN-13: 1892989530

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Be a more effective teacher by using this simple, yet transformative, technique for teaching essential academic and social skills, routines, and behaviors. Through Interactive Modeling, your students actively observe, model, and practice skills that can lead to higher, lasting achievements and kinder classrooms. You'll save time; they'll gain mastery!, You can use Interactive Modeling to help your students achieve success in: math, reading, writing, social studies, science, working in groups, making smooth transitions, using supplies carefully, test-taking, and more! Book jacket.


Book Synopsis Interactive Modeling by : Margaret Berry Wilson

Download or read book Interactive Modeling written by Margaret Berry Wilson and published by Center for Responsive Schools, Inc.. This book was released on 2012 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Be a more effective teacher by using this simple, yet transformative, technique for teaching essential academic and social skills, routines, and behaviors. Through Interactive Modeling, your students actively observe, model, and practice skills that can lead to higher, lasting achievements and kinder classrooms. You'll save time; they'll gain mastery!, You can use Interactive Modeling to help your students achieve success in: math, reading, writing, social studies, science, working in groups, making smooth transitions, using supplies carefully, test-taking, and more! Book jacket.

A Practical Guide to Teaching Art and Design in the Secondary School

A Practical Guide to Teaching Art and Design in the Secondary School

Author: Andy Ash

Publisher: Taylor & Francis

Published: 2024-04-29

Total Pages: 350

ISBN-13: 1040011705

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A Practical Guide to Teaching Art and Design in the Secondary School bridges the gap between key themes in Art and Design education theory, professional practice and the classroom. This practical and accessible book introduces methods for the delivery of engaging Art and Design lessons that safely and meaningfully address the current key issues in the subject. Each chapter includes tasks to support trainee and early career teachers in implementing, reviewing and adapting their teaching. Chapters cover a range of core approaches to the curriculum such as powerful knowledge for the Art and Design teacher, the place of Art History in the curriculum and critical thinking in Art and Design learning. In addition, emerging cultural and political issues (such as decolonising the Art and Design curriculum, gender and sexuality, anti-ablism, sustainability and well-being) are explored in ways designed to guide teachers towards applying their own unique teaching style. Linking directly to the planning and delivery of the subject in Key Stages 3, 4 and 5, the book is divided into three sections: Imaginative Curiosity for the Art and Design Teacher Epistemological Curiosity for Teachers and Learners Critical Curiosity in the Art and Design Classroom Designed to be used independently or alongside the essential textbook Learning to Teach Art and Design in the Secondary School, this book is packed with practical strategies, teaching ideas and activities in every chapter. The book provides everything trainee and early career teachers need to reflect on and develop their teaching practice, helping them to plan lessons across the subject in a variety of teaching situations.


Book Synopsis A Practical Guide to Teaching Art and Design in the Secondary School by : Andy Ash

Download or read book A Practical Guide to Teaching Art and Design in the Secondary School written by Andy Ash and published by Taylor & Francis. This book was released on 2024-04-29 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Practical Guide to Teaching Art and Design in the Secondary School bridges the gap between key themes in Art and Design education theory, professional practice and the classroom. This practical and accessible book introduces methods for the delivery of engaging Art and Design lessons that safely and meaningfully address the current key issues in the subject. Each chapter includes tasks to support trainee and early career teachers in implementing, reviewing and adapting their teaching. Chapters cover a range of core approaches to the curriculum such as powerful knowledge for the Art and Design teacher, the place of Art History in the curriculum and critical thinking in Art and Design learning. In addition, emerging cultural and political issues (such as decolonising the Art and Design curriculum, gender and sexuality, anti-ablism, sustainability and well-being) are explored in ways designed to guide teachers towards applying their own unique teaching style. Linking directly to the planning and delivery of the subject in Key Stages 3, 4 and 5, the book is divided into three sections: Imaginative Curiosity for the Art and Design Teacher Epistemological Curiosity for Teachers and Learners Critical Curiosity in the Art and Design Classroom Designed to be used independently or alongside the essential textbook Learning to Teach Art and Design in the Secondary School, this book is packed with practical strategies, teaching ideas and activities in every chapter. The book provides everything trainee and early career teachers need to reflect on and develop their teaching practice, helping them to plan lessons across the subject in a variety of teaching situations.

A Journey from Process Algebra via Timed Automata to Model Learning

A Journey from Process Algebra via Timed Automata to Model Learning

Author: Nils Jansen

Publisher: Springer Nature

Published: 2022-09-06

Total Pages: 593

ISBN-13: 3031156293

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This Festschrift, dedicated to Frits W. Vaandrager on the occasion of his 60th birthday, contains papers written by many of his closest collaborators. Frits has been a Professor of Informatics for Technical Applications at Radboud University Nijmegen since 1995, where his research focuses on formal methods, concurrency theory, verification, model checking, and automata learning. The volume contains contributions of colleagues, Ph.D. students, and researchers with whom Frits has collaborated and inspired, reflecting a wide spectrum of scientific interests, and demonstrating successful work at the highest levels of both theory and practice.


Book Synopsis A Journey from Process Algebra via Timed Automata to Model Learning by : Nils Jansen

Download or read book A Journey from Process Algebra via Timed Automata to Model Learning written by Nils Jansen and published by Springer Nature. This book was released on 2022-09-06 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Festschrift, dedicated to Frits W. Vaandrager on the occasion of his 60th birthday, contains papers written by many of his closest collaborators. Frits has been a Professor of Informatics for Technical Applications at Radboud University Nijmegen since 1995, where his research focuses on formal methods, concurrency theory, verification, model checking, and automata learning. The volume contains contributions of colleagues, Ph.D. students, and researchers with whom Frits has collaborated and inspired, reflecting a wide spectrum of scientific interests, and demonstrating successful work at the highest levels of both theory and practice.