Paradigms Of Learning

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Machine Learning Paradigms

Maria Virvou,Efthimios Alepis,George A. Tsihrintzis,Lakhmi C. Jain
Machine Learning Paradigms Book PDF

Author : Maria Virvou,Efthimios Alepis,George A. Tsihrintzis,Lakhmi C. Jain
Publisher : Springer
Page : 223 pages
File Size : 51,7 Mb
Release : 2019-03-16
Category : Technology & Engineering
ISBN : 9783030137434

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Machine Learning Paradigms by Maria Virvou,Efthimios Alepis,George A. Tsihrintzis,Lakhmi C. Jain Pdf

This book presents recent machine learning paradigms and advances in learning analytics, an emerging research discipline concerned with the collection, advanced processing, and extraction of useful information from both educators’ and learners’ data with the goal of improving education and learning systems. In this context, internationally respected researchers present various aspects of learning analytics and selected application areas, including: • Using learning analytics to measure student engagement, to quantify the learning experience and to facilitate self-regulation; • Using learning analytics to predict student performance; • Using learning analytics to create learning materials and educational courses; and • Using learning analytics as a tool to support learners and educators in synchronous and asynchronous eLearning. The book offers a valuable asset for professors, researchers, scientists, engineers and students of all disciplines. Extensive bibliographies at the end of each chapter guide readers to probe further into their application areas of interest.

Methods and Paradigms in Education Research

Ling, Lorraine,Ling, Peter
Methods and Paradigms in Education Research Book PDF

Author : Ling, Lorraine,Ling, Peter
Publisher : IGI Global
Page : 397 pages
File Size : 46,6 Mb
Release : 2016-10-31
Category : Education
ISBN : 9781522517399

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Methods and Paradigms in Education Research by Ling, Lorraine,Ling, Peter Pdf

The tools used in data collection have the ability to influence the ways information is perceived and generated. Analyzing research processes is a concept that can be overlooked, though is as important as the information itself. Methods and Paradigms in Education Research addresses the innovative formulaic approaches taken in research to challenge their effectiveness. Featuring coverage on selection, forms, and analytical procedures of data, this publication is essential for researchers, students, and academicians seeking current information on understanding research methodology.

Emerging Methods and Paradigms in Scholarship and Education Research

Ling, Lorraine,Ling, Peter
Emerging Methods and Paradigms in Scholarship and Education Research Book PDF

Author : Ling, Lorraine,Ling, Peter
Publisher : IGI Global
Page : 330 pages
File Size : 47,9 Mb
Release : 2019-08-30
Category : Education
ISBN : 9781799810032

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Emerging Methods and Paradigms in Scholarship and Education Research by Ling, Lorraine,Ling, Peter Pdf

There is a renaissance in the use of the term “scholarship,” as it is being used to define areas of academic endeavour, describe academic work and achievements, and measure the quality of higher education. Although all academicians are required to engage in scholarship, it is difficult to navigate as there is a misunderstanding of this concept as new methods and approaches emerge. Emerging Methods and Paradigms in Scholarship and Education Research is an essential academic book that is designed to explain the areas of scholarship and their contemporary relationship to key components of academic work: research, teaching, service, and engagement. The chapter authors explore conceptions of scholarship, paradigms, and methods that fit a variety of contexts and needs. Highlighting a wide range of approaches from scientific realism and neo-positivism to interpretative, transformative, and pragmatic educational strategies and policy, this book is ideal for researchers, teachers, educational leaders, academicians, educational policymakers, and quality assurance agencies.

Five Paradigms for Education

T. Newell
Five Paradigms for Education Book PDF

Author : T. Newell
Publisher : Palgrave Pivot
Page : 0 pages
File Size : 49,6 Mb
Release : 2014-11-28
Category : Education
ISBN : 1137398019

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Five Paradigms for Education by T. Newell Pdf

Newell compares the fundamental assumptions of five major worldviews of education and their implications for classroom practice, incorporating history and case studies and posing questions about the limits and benefits of employing each today.

Analyzing Paradigms Used in Education and Educational Psychology

Victorita Trif
Analyzing Paradigms Used in Education and Educational Psychology Book PDF

Author : Victorita Trif
Publisher : Unknown
Page : 128 pages
File Size : 54,8 Mb
Release : 2019-12
Category : Education
ISBN : 1799814289

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Analyzing Paradigms Used in Education and Educational Psychology by Victorita Trif Pdf

"This book examines sophisticated paradigms from academic narratives and educational realities"--

Paradigm Shifts in 21st Century Teaching and Learning

Orakc?, ?enol
Paradigm Shifts in 21st Century Teaching and Learning Book PDF

Author : Orakc?, ?enol
Publisher : IGI Global
Page : 344 pages
File Size : 54,7 Mb
Release : 2020-04-24
Category : Education
ISBN : 9781799831471

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Paradigm Shifts in 21st Century Teaching and Learning by Orakc?, ?enol Pdf

One of the most important transformations in the world today is the adaptation to education and teaching methods that must be made to enhance the learning experience for Millennial and Generation Z students. The system in which the student is passive and the teacher is active is no longer the most effective form of education. Additionally, with the increased availability to information, knowledge transfer is no longer done solely by the teacher. Educators need to become moderators in order to promote effective teaching practices. Paradigm Shifts in 21st Century Teaching and Learning is an essential scholarly publication that examines new approaches to learning and their application in the teaching-learning process. Featuring a wide range of topics such as game-based learning, curriculum design, and sustainability, this book is ideal for teachers, curriculum developers, instructional designers, researchers, education professionals, administrators, academicians, educational policymakers, and students.

Reshaping the Paradigms of Teaching and Learning

Alan Wimberley
Reshaping the Paradigms of Teaching and Learning Book PDF

Author : Alan Wimberley
Publisher : Rowman & Littlefield
Page : 130 pages
File Size : 53,8 Mb
Release : 2016-08-08
Category : Education
ISBN : 9781475826586

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Reshaping the Paradigms of Teaching and Learning by Alan Wimberley Pdf

The need to move to the next stage of transforming the national educational platform from the industrial, regimented teaching system of the 20th century to the 21st century digital and blended learning system on a national scale. Rather than being a case for continued experimental pieces of reform, the book calls for a national expansion, implemented systemically, that replaces the outdated system. The book affirms that, while experiments of innovation are recognized and appreciated, the need to genuinely look at the nationwide transformation of the entire system will be a better position to ensure a rethinking of economic, academic and measurement interests.

Innovative Teaching Strategies and New Learning Paradigms in Computer Programming

Ricardo Queirós
Innovative Teaching Strategies and New Learning Paradigms in Computer Programming Book PDF

Author : Ricardo Queirós
Publisher : IGI Global
Page : 313 pages
File Size : 49,7 Mb
Release : 2014-11-30
Category : Education
ISBN : 9781466673052

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Innovative Teaching Strategies and New Learning Paradigms in Computer Programming by Ricardo Queirós Pdf

Courses in computer programming combine a number of different concepts, from general problem-solving to mathematical precepts such as algorithms and computational intelligence. Due to the complex nature of computer science education, teaching the novice programmer can be a challenge. Innovative Teaching Strategies and New Learning Paradigms in Computer Programming brings together pedagogical and technological methods to address the recent challenges that have developed in computer programming courses. Focusing on educational tools, computer science concepts, and educational design, this book is an essential reference source for teachers, practitioners, and scholars interested in improving the success rate of students.

Sequence Learning

Ron Sun,C.Lee Giles
Sequence Learning Book PDF

Author : Ron Sun,C.Lee Giles
Publisher : Springer
Page : 396 pages
File Size : 45,5 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540445654

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Sequence Learning by Ron Sun,C.Lee Giles Pdf

Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in many tasks and application fields: planning, reasoning, robotics natural language processing, speech recognition, adaptive control, time series prediction, financial engineering, DNA sequencing, and so on. This book presents coherently integrated chapters by leading authorities and assesses the state of the art in sequence learning by introducing essential models and algorithms and by examining a variety of applications. The book offers topical sections on sequence clustering and learning with Markov models, sequence prediction and recognition with neural networks, sequence discovery with symbolic methods, sequential decision making, biologically inspired sequence learning models.

Machine Learning Paradigms

George A. Tsihrintzis,Lakhmi C. Jain
Machine Learning Paradigms Book PDF

Author : George A. Tsihrintzis,Lakhmi C. Jain
Publisher : Springer Nature
Page : 429 pages
File Size : 46,8 Mb
Release : 2020-07-23
Category : Computers
ISBN : 9783030497248

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Machine Learning Paradigms by George A. Tsihrintzis,Lakhmi C. Jain Pdf

At the dawn of the 4th Industrial Revolution, the field of Deep Learning (a sub-field of Artificial Intelligence and Machine Learning) is growing continuously and rapidly, developing both theoretically and towards applications in increasingly many and diverse other disciplines. The book at hand aims at exposing its reader to some of the most significant recent advances in deep learning-based technological applications and consists of an editorial note and an additional fifteen (15) chapters. All chapters in the book were invited from authors who work in the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into six parts, namely (1) Deep Learning in Sensing, (2) Deep Learning in Social Media and IOT, (3) Deep Learning in the Medical Field, (4) Deep Learning in Systems Control, (5) Deep Learning in Feature Vector Processing, and (6) Evaluation of Algorithm Performance. This research book is directed towards professors, researchers, scientists, engineers and students in computer science-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent deep learning-based technological applications. An extensive list of bibliographic references at the end of each chapter guides the readers to probe deeper into their application areas of interest.

Instructional Development Paradigms

Charles R. Dills,A. J. Romiszowski
Instructional Development Paradigms Book PDF

Author : Charles R. Dills,A. J. Romiszowski
Publisher : Educational Technology
Page : 936 pages
File Size : 47,7 Mb
Release : 1997
Category : Education
ISBN : 0877782946

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Instructional Development Paradigms by Charles R. Dills,A. J. Romiszowski Pdf

An encyclopedic examination of competing paradigms in the areas of instructional design and development at all levels and in a variety of environments. The 46 treatments feature the analysis of experienced scholars and sometimes the authors of the particular theories under discussion which include topics in instructional development in its philosophical mode (constructivism, postmodernism, systems approach), as a cultural vantage point, and in theory and application reviewing the effects of technology on class design, the influences of semiotics, the strategic advantages of constructivist instruction versus linear designs, and modeling for applying design strategies from constructivism and cognitive theory to individualizing instruction with adult learners. Annotation copyrighted by Book News, Inc., Portland, OR

Paradigms of Gifted Education

David Yun Dai,Fei Chen
Paradigms of Gifted Education Book PDF

Author : David Yun Dai,Fei Chen
Publisher : Routledge
Page : 227 pages
File Size : 42,5 Mb
Release : 2021-09-03
Category : Education
ISBN : 9781000494990

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Paradigms of Gifted Education by David Yun Dai,Fei Chen Pdf

This book highlights how to conduct research in gifted education when researchers have to choose from myriad theoretical ideas, hypotheses, claims, practical models, and strategies. It shows researchers how to build clarity, rigor, and relevance into a research agenda that combats fragmentation and contributes to enhanced theoretical and practical endeavors in the field. Specifically, Paradigms of Gifted Education advocates a paradigmatic approach to conducting research in gifted education and shows how it can be done every step of the way by specifying the essential questions of What?, Why?, Who?, and How? in a coherent manner, and by selecting methods that are appropriate for the question asked and the phase of the research efforts. To facilitate the development of a research agenda, the book identifies three major paradigms of gifted education and 20 essential research questions that would help move the field forward.

Machine Learning Paradigms: Theory and Application

Aboul Ella Hassanien
Machine Learning Paradigms Theory and Application Book PDF

Author : Aboul Ella Hassanien
Publisher : Springer
Page : 474 pages
File Size : 44,6 Mb
Release : 2018-12-08
Category : Technology & Engineering
ISBN : 9783030023577

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Machine Learning Paradigms: Theory and Application by Aboul Ella Hassanien Pdf

The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world applications of swarm-based optimization algorithms. The concept of machine learning (ML) is not new in the field of computing. However, due to the ever-changing nature of requirements in today’s world it has emerged in the form of completely new avatars. Now everyone is talking about ML-based solution strategies for a given problem set. The book includes research articles and expository papers on the theory and algorithms of machine learning and bio-inspiring optimization, as well as papers on numerical experiments and real-world applications.

New Paradigms for College Teaching

William E. Campbell,Karl A. Smith
New Paradigms for College Teaching Book PDF

Author : William E. Campbell,Karl A. Smith
Publisher : Unknown
Page : 300 pages
File Size : 53,6 Mb
Release : 1997
Category : Active learning
ISBN : UOM:39076001734420

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New Paradigms for College Teaching by William E. Campbell,Karl A. Smith Pdf

Outlines new ways to help students learn covering a variety of methodologies.

Algorithms in Machine Learning Paradigms

Jyotsna Kumar Mandal,Somnath Mukhopadhyay,Paramartha Dutta,Kousik Dasgupta
Algorithms in Machine Learning Paradigms Book PDF

Author : Jyotsna Kumar Mandal,Somnath Mukhopadhyay,Paramartha Dutta,Kousik Dasgupta
Publisher : Springer Nature
Page : 201 pages
File Size : 54,9 Mb
Release : 2020-01-03
Category : Technology & Engineering
ISBN : 9789811510410

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Algorithms in Machine Learning Paradigms by Jyotsna Kumar Mandal,Somnath Mukhopadhyay,Paramartha Dutta,Kousik Dasgupta Pdf

This book presents studies involving algorithms in the machine learning paradigms. It discusses a variety of learning problems with diverse applications, including prediction, concept learning, explanation-based learning, case-based (exemplar-based) learning, statistical rule-based learning, feature extraction-based learning, optimization-based learning, quantum-inspired learning, multi-criteria-based learning and hybrid intelligence-based learning.