Relating Theory and Data

Relating Theory and Data

Author: Stephan Lewandowsky

Publisher: Psychology Press

Published: 2013-06-17

Total Pages: 443

ISBN-13: 1134759290

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This festschrift represents the proceedings of a conference held in honor of Bennet B. Murdock, one of the foremost researchers and theoreticians on human memory and cognition. A highly renowned investigator respected for both his empirical and theoretical contributions to the field, Murdock summarized and focused a large amount of research activity with his 1974 book Human Memory: Theory and Data. This unique collection of articles addresses many of the issues discussed in his classic text. Divided into five principal sections, its coverage includes: theoretical perspectives on human memory ranging from a biological view to an exposition of the value of formal models; recent progress in the study of processes in immediate memory and recognition memory; and new developments in componential and distributed approaches to the modeling of human memory. Each section concludes with an integrative commentary provided by some of Murdock’s eminent colleagues from the University of Toronto. Thus, this book offers a diversity of perspectives on contemporary topics in the discipline, and will be of interest to students and scholars in all branches of cognitive science.


Book Synopsis Relating Theory and Data by : Stephan Lewandowsky

Download or read book Relating Theory and Data written by Stephan Lewandowsky and published by Psychology Press. This book was released on 2013-06-17 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This festschrift represents the proceedings of a conference held in honor of Bennet B. Murdock, one of the foremost researchers and theoreticians on human memory and cognition. A highly renowned investigator respected for both his empirical and theoretical contributions to the field, Murdock summarized and focused a large amount of research activity with his 1974 book Human Memory: Theory and Data. This unique collection of articles addresses many of the issues discussed in his classic text. Divided into five principal sections, its coverage includes: theoretical perspectives on human memory ranging from a biological view to an exposition of the value of formal models; recent progress in the study of processes in immediate memory and recognition memory; and new developments in componential and distributed approaches to the modeling of human memory. Each section concludes with an integrative commentary provided by some of Murdock’s eminent colleagues from the University of Toronto. Thus, this book offers a diversity of perspectives on contemporary topics in the discipline, and will be of interest to students and scholars in all branches of cognitive science.

Theory of Data

Theory of Data

Author: Clyde H. Coombs

Publisher:

Published: 1964-01-01

Total Pages: 585

ISBN-13: 9780471171140

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Book Synopsis Theory of Data by : Clyde H. Coombs

Download or read book Theory of Data written by Clyde H. Coombs and published by . This book was released on 1964-01-01 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linked Data

Linked Data

Author: Tom Heath

Publisher: Springer Nature

Published: 2022-05-31

Total Pages: 122

ISBN-13: 303179432X

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The World Wide Web has enabled the creation of a global information space comprising linked documents. As the Web becomes ever more enmeshed with our daily lives, there is a growing desire for direct access to raw data not currently available on the Web or bound up in hypertext documents. Linked Data provides a publishing paradigm in which not only documents, but also data, can be a first class citizen of the Web, thereby enabling the extension of the Web with a global data space based on open standards - the Web of Data. In this Synthesis lecture we provide readers with a detailed technical introduction to Linked Data. We begin by outlining the basic principles of Linked Data, including coverage of relevant aspects of Web architecture. The remainder of the text is based around two main themes - the publication and consumption of Linked Data. Drawing on a practical Linked Data scenario, we provide guidance and best practices on: architectural approaches to publishing Linked Data; choosing URIs and vocabularies to identify and describe resources; deciding what data to return in a description of a resource on the Web; methods and frameworks for automated linking of data sets; and testing and debugging approaches for Linked Data deployments. We give an overview of existing Linked Data applications and then examine the architectures that are used to consume Linked Data from the Web, alongside existing tools and frameworks that enable these. Readers can expect to gain a rich technical understanding of Linked Data fundamentals, as the basis for application development, research or further study. Table of Contents: List of Figures / Introduction / Principles of Linked Data / The Web of Data / Linked Data Design Considerations / Recipes for Publishing Linked Data / Consuming Linked Data / Summary and Outlook


Book Synopsis Linked Data by : Tom Heath

Download or read book Linked Data written by Tom Heath and published by Springer Nature. This book was released on 2022-05-31 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The World Wide Web has enabled the creation of a global information space comprising linked documents. As the Web becomes ever more enmeshed with our daily lives, there is a growing desire for direct access to raw data not currently available on the Web or bound up in hypertext documents. Linked Data provides a publishing paradigm in which not only documents, but also data, can be a first class citizen of the Web, thereby enabling the extension of the Web with a global data space based on open standards - the Web of Data. In this Synthesis lecture we provide readers with a detailed technical introduction to Linked Data. We begin by outlining the basic principles of Linked Data, including coverage of relevant aspects of Web architecture. The remainder of the text is based around two main themes - the publication and consumption of Linked Data. Drawing on a practical Linked Data scenario, we provide guidance and best practices on: architectural approaches to publishing Linked Data; choosing URIs and vocabularies to identify and describe resources; deciding what data to return in a description of a resource on the Web; methods and frameworks for automated linking of data sets; and testing and debugging approaches for Linked Data deployments. We give an overview of existing Linked Data applications and then examine the architectures that are used to consume Linked Data from the Web, alongside existing tools and frameworks that enable these. Readers can expect to gain a rich technical understanding of Linked Data fundamentals, as the basis for application development, research or further study. Table of Contents: List of Figures / Introduction / Principles of Linked Data / The Web of Data / Linked Data Design Considerations / Recipes for Publishing Linked Data / Consuming Linked Data / Summary and Outlook

Linked Data Visualization

Linked Data Visualization

Author: Laura Po

Publisher: Morgan & Claypool Publishers

Published: 2020-03-20

Total Pages: 157

ISBN-13: 1681737264

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Linked Data (LD) is a well-established standard for publishing and managing structured information on the Web, gathering and bridging together knowledge from different scientific and commercial domains. The development of Linked Data Visualization techniques and tools has been adopted as the established practice for the analysis of this vast amount of information by data scientists, domain experts, business users, and citizens. This book covers a wide spectrum of visualization topics, providing an overview of the recent advances in this area, focusing on techniques, tools, and use cases of visualization and visual analysis of LD. It presents core concepts related to data visualization and LD technologies, techniques employed for data visualization based on the characteristics of data, techniques for Big Data visualization, tools and use cases in the LD context, and, finally, a thorough assessment of the usability of these tools under different scenarios. The purpose of this book is to offer a complete guide to the evolution of LD visualization for interested readers from any background and to empower them to get started with the visual analysis of such data. This book can serve as a course textbook or as a primer for all those interested in LD and data visualization.


Book Synopsis Linked Data Visualization by : Laura Po

Download or read book Linked Data Visualization written by Laura Po and published by Morgan & Claypool Publishers. This book was released on 2020-03-20 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linked Data (LD) is a well-established standard for publishing and managing structured information on the Web, gathering and bridging together knowledge from different scientific and commercial domains. The development of Linked Data Visualization techniques and tools has been adopted as the established practice for the analysis of this vast amount of information by data scientists, domain experts, business users, and citizens. This book covers a wide spectrum of visualization topics, providing an overview of the recent advances in this area, focusing on techniques, tools, and use cases of visualization and visual analysis of LD. It presents core concepts related to data visualization and LD technologies, techniques employed for data visualization based on the characteristics of data, techniques for Big Data visualization, tools and use cases in the LD context, and, finally, a thorough assessment of the usability of these tools under different scenarios. The purpose of this book is to offer a complete guide to the evolution of LD visualization for interested readers from any background and to empower them to get started with the visual analysis of such data. This book can serve as a course textbook or as a primer for all those interested in LD and data visualization.

Data Relating to X-ray Spectra

Data Relating to X-ray Spectra

Author: National Research Council (U.S.). Committee on x-ray spectra

Publisher:

Published: 1920

Total Pages: 88

ISBN-13:

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Book Synopsis Data Relating to X-ray Spectra by : National Research Council (U.S.). Committee on x-ray spectra

Download or read book Data Relating to X-ray Spectra written by National Research Council (U.S.). Committee on x-ray spectra and published by . This book was released on 1920 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Relating Theory – Clinical and Forensic Applications

Relating Theory – Clinical and Forensic Applications

Author: John Birtchnell

Publisher: Springer

Published: 2016-06-29

Total Pages: 366

ISBN-13: 1137504595

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This book brings together recent research developments in relating theory. It is divided into four parts, which introduce the reader to relating theory, how it has developed and how it can be applied to clinical and forensic psychology. Topics include how couples relate to one another, how young people relate to their parents, how assessments of relating can be used in therapy, how specific negative relating styles relate to offending behaviour, risk taking and alcohol use, psychopathic and sadistic tendencies, and how the interpersonal relating of offenders can change during treatment in prison. The book covers international research involving both quantitative and qualitative methods, and will be of interest to clinicians, academics and both undergraduate and postgraduate students in the fields of psychology, clinical psychology, forensic/criminal psychology, psychiatry, psychotherapy, counselling, art-therapy, and mental health.


Book Synopsis Relating Theory – Clinical and Forensic Applications by : John Birtchnell

Download or read book Relating Theory – Clinical and Forensic Applications written by John Birtchnell and published by Springer. This book was released on 2016-06-29 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together recent research developments in relating theory. It is divided into four parts, which introduce the reader to relating theory, how it has developed and how it can be applied to clinical and forensic psychology. Topics include how couples relate to one another, how young people relate to their parents, how assessments of relating can be used in therapy, how specific negative relating styles relate to offending behaviour, risk taking and alcohol use, psychopathic and sadistic tendencies, and how the interpersonal relating of offenders can change during treatment in prison. The book covers international research involving both quantitative and qualitative methods, and will be of interest to clinicians, academics and both undergraduate and postgraduate students in the fields of psychology, clinical psychology, forensic/criminal psychology, psychiatry, psychotherapy, counselling, art-therapy, and mental health.

Computational Learning Theory and Natural Learning Systems: Making learning systems practical

Computational Learning Theory and Natural Learning Systems: Making learning systems practical

Author: Russell Greiner

Publisher: MIT Press

Published: 1994

Total Pages: 440

ISBN-13: 9780262571180

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This is the fourth and final volume of papers from a series of workshops called "Computational Learning Theory and Ǹatural' Learning Systems." The purpose of the workshops was to explore the emerging intersection of theoretical learning research and natural learning systems. The workshops drew researchers from three historically distinct styles of learning research: computational learning theory, neural networks, and machine learning (a subfield of AI). Volume I of the series introduces the general focus of the workshops. Volume II looks at specific areas of interaction between theory and experiment. Volumes III and IV focus on key areas of learning systems that have developed recently. Volume III looks at the problem of "Selecting Good Models." The present volume, Volume IV, looks at ways of "Making Learning Systems Practical." The editors divide the twenty-one contributions into four sections. The first three cover critical problem areas: 1) scaling up from small problems to realistic ones with large input dimensions, 2) increasing efficiency and robustness of learning methods, and 3) developing strategies to obtain good generalization from limited or small data samples. The fourth section discusses examples of real-world learning systems. Contributors : Klaus Abraham-Fuchs, Yasuhiro Akiba, Hussein Almuallim, Arunava Banerjee, Sanjay Bhansali, Alvis Brazma, Gustavo Deco, David Garvin, Zoubin Ghahramani, Mostefa Golea, Russell Greiner, Mehdi T. Harandi, John G. Harris, Haym Hirsh, Michael I. Jordan, Shigeo Kaneda, Marjorie Klenin, Pat Langley, Yong Liu, Patrick M. Murphy, Ralph Neuneier, E.M. Oblow, Dragan Obradovic, Michael J. Pazzani, Barak A. Pearlmutter, Nageswara S.V. Rao, Peter Rayner, Stephanie Sage, Martin F. Schlang, Bernd Schurmann, Dale Schuurmans, Leon Shklar, V. Sundareswaran, Geoffrey Towell, Johann Uebler, Lucia M. Vaina, Takefumi Yamazaki, Anthony M. Zador.


Book Synopsis Computational Learning Theory and Natural Learning Systems: Making learning systems practical by : Russell Greiner

Download or read book Computational Learning Theory and Natural Learning Systems: Making learning systems practical written by Russell Greiner and published by MIT Press. This book was released on 1994 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the fourth and final volume of papers from a series of workshops called "Computational Learning Theory and Ǹatural' Learning Systems." The purpose of the workshops was to explore the emerging intersection of theoretical learning research and natural learning systems. The workshops drew researchers from three historically distinct styles of learning research: computational learning theory, neural networks, and machine learning (a subfield of AI). Volume I of the series introduces the general focus of the workshops. Volume II looks at specific areas of interaction between theory and experiment. Volumes III and IV focus on key areas of learning systems that have developed recently. Volume III looks at the problem of "Selecting Good Models." The present volume, Volume IV, looks at ways of "Making Learning Systems Practical." The editors divide the twenty-one contributions into four sections. The first three cover critical problem areas: 1) scaling up from small problems to realistic ones with large input dimensions, 2) increasing efficiency and robustness of learning methods, and 3) developing strategies to obtain good generalization from limited or small data samples. The fourth section discusses examples of real-world learning systems. Contributors : Klaus Abraham-Fuchs, Yasuhiro Akiba, Hussein Almuallim, Arunava Banerjee, Sanjay Bhansali, Alvis Brazma, Gustavo Deco, David Garvin, Zoubin Ghahramani, Mostefa Golea, Russell Greiner, Mehdi T. Harandi, John G. Harris, Haym Hirsh, Michael I. Jordan, Shigeo Kaneda, Marjorie Klenin, Pat Langley, Yong Liu, Patrick M. Murphy, Ralph Neuneier, E.M. Oblow, Dragan Obradovic, Michael J. Pazzani, Barak A. Pearlmutter, Nageswara S.V. Rao, Peter Rayner, Stephanie Sage, Martin F. Schlang, Bernd Schurmann, Dale Schuurmans, Leon Shklar, V. Sundareswaran, Geoffrey Towell, Johann Uebler, Lucia M. Vaina, Takefumi Yamazaki, Anthony M. Zador.

Archaeological Theory

Archaeological Theory

Author: Matthew Johnson

Publisher: John Wiley & Sons

Published: 2019-04-08

Total Pages: 400

ISBN-13: 1118499379

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A lively and accessible introduction to themes and debates in archaeological theory for students of all levels Archaeological Theory is a relatable, accessible, reader-friendly first step into the world of theory for archaeology students. Recognizing that many students shy away from the study of theory for fear that the material is too difficult or obscure, Archaeological Theory maintains that any student can develop an understanding of theory and that a knowledge of theory will lead to better practice. As one of the leading texts for introductory courses in archaeology and archaeological theory, it has provided many students with the essential foundation for a complete education in the discipline. With a focus on clarifying the history and development of archaeological theory, this valuable text serves as a roadmap to the different schools of theory in archaeology, clarifying the foundations of these schools of thought, the relationships between them, and the ideas that distinguish each from the other. Students will also learn about the relationship between archaeology and cultural and political developments, the origins of New and ‘post-processual’ archaeology, and current issues shaping the field. Written in a clear and informal style and incorporating examples, cartoons, and dialogues, this text provides an ideal introduction for students at all levels. The revised third edition has been updated with new and revised chapters and an expanded glossary and bibliography, as well as new readings to guide further study. Engages readers with informal and easy-to-understand prose, as well as examples, cartoons, and informal dialogues Prepares students to understand complex topics and current and perennial issues in the field such as epistemology, agency, and materiality in the context of archaeological practice Discusses current developments in associated disciplines New and revised chapters on the material turn, politics and other issues, and an expanded glossary and bibliography with updated reading suggestions Offers expanded coverage of materiality, cultural-historical archaeology, evolutionary theory, and the work of scholars of diverse backgrounds and specializations Engaging and illuminating, Archaeological Theory is an indispensable resource for undergraduate and graduate students in archaeology and related disciplines.


Book Synopsis Archaeological Theory by : Matthew Johnson

Download or read book Archaeological Theory written by Matthew Johnson and published by John Wiley & Sons. This book was released on 2019-04-08 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A lively and accessible introduction to themes and debates in archaeological theory for students of all levels Archaeological Theory is a relatable, accessible, reader-friendly first step into the world of theory for archaeology students. Recognizing that many students shy away from the study of theory for fear that the material is too difficult or obscure, Archaeological Theory maintains that any student can develop an understanding of theory and that a knowledge of theory will lead to better practice. As one of the leading texts for introductory courses in archaeology and archaeological theory, it has provided many students with the essential foundation for a complete education in the discipline. With a focus on clarifying the history and development of archaeological theory, this valuable text serves as a roadmap to the different schools of theory in archaeology, clarifying the foundations of these schools of thought, the relationships between them, and the ideas that distinguish each from the other. Students will also learn about the relationship between archaeology and cultural and political developments, the origins of New and ‘post-processual’ archaeology, and current issues shaping the field. Written in a clear and informal style and incorporating examples, cartoons, and dialogues, this text provides an ideal introduction for students at all levels. The revised third edition has been updated with new and revised chapters and an expanded glossary and bibliography, as well as new readings to guide further study. Engages readers with informal and easy-to-understand prose, as well as examples, cartoons, and informal dialogues Prepares students to understand complex topics and current and perennial issues in the field such as epistemology, agency, and materiality in the context of archaeological practice Discusses current developments in associated disciplines New and revised chapters on the material turn, politics and other issues, and an expanded glossary and bibliography with updated reading suggestions Offers expanded coverage of materiality, cultural-historical archaeology, evolutionary theory, and the work of scholars of diverse backgrounds and specializations Engaging and illuminating, Archaeological Theory is an indispensable resource for undergraduate and graduate students in archaeology and related disciplines.

Grounded Theory

Grounded Theory

Author: Melanie Birks

Publisher: SAGE Publications

Published: 2011-01-19

Total Pages: 225

ISBN-13: 1848609930

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This is a highly practical book which introduces the whole range of grounded theory approaches. Unlike most existing books in this area, which are written from a particular philosophical standpoint, this text provides a comprehensive description of the strategies and techniques employed in this methodology. Birks and Mills accessible and highly-readable text is driven by practical case examples throughout to help the reader get to grips with the process of doing grounded theory analysis for themselves. The book deploys a variety of educational activities to guide readers through both the principles and the application of grounded theory, making this an ideal starter text for those new to the approach. This is an ideal first introduction to grounded theory for any student or researcher looking to use grounded theory approaches in their analysis for the first time.


Book Synopsis Grounded Theory by : Melanie Birks

Download or read book Grounded Theory written by Melanie Birks and published by SAGE Publications. This book was released on 2011-01-19 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a highly practical book which introduces the whole range of grounded theory approaches. Unlike most existing books in this area, which are written from a particular philosophical standpoint, this text provides a comprehensive description of the strategies and techniques employed in this methodology. Birks and Mills accessible and highly-readable text is driven by practical case examples throughout to help the reader get to grips with the process of doing grounded theory analysis for themselves. The book deploys a variety of educational activities to guide readers through both the principles and the application of grounded theory, making this an ideal starter text for those new to the approach. This is an ideal first introduction to grounded theory for any student or researcher looking to use grounded theory approaches in their analysis for the first time.

CHINAGEM—A Dynamic General Equilibrium Model of China: Theory, Data and Applications

CHINAGEM—A Dynamic General Equilibrium Model of China: Theory, Data and Applications

Author: Xiujian Peng

Publisher: Springer Nature

Published: 2023-09-24

Total Pages: 288

ISBN-13: 9819918502

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This book contains detailed documentation of the CHINAGEM model - a large-scale dynamic computable general equilibrium (CGE) model of China and its applications. Specifically, this book documents the theory and database behind the CHINAGEM model. This book explores the closure development for the four simulation modes of the model including historical, decomposition, forecast and policy simulations, the detailed explanation of how to analyze simulation results, and the extensions of CHINAGEM and their applications. These extensions include several innovative modules and case studies as examples of the application of CHINAGEM. This book provides an entry point for CGE modellers to develop their analytical skills. This book can also be used as a platform for research institutes to develop CGE models suitable for their research portfolio. The module developments included in this book are designed to capture the specific features of the Chinese economy. The applications of these modules chosen in the book cover hot policy issues in China, and the simulation results have valuable policy implications. This book identifies that the CHINAGEM model itself and all the extensions can be used for analysing many new topics and policy issues such as the effects of the USA–China trade war, the effects of Made in China 2025 Plan as well as China’s commitment to the carbon neutrality before 2060 and its economic implications.


Book Synopsis CHINAGEM—A Dynamic General Equilibrium Model of China: Theory, Data and Applications by : Xiujian Peng

Download or read book CHINAGEM—A Dynamic General Equilibrium Model of China: Theory, Data and Applications written by Xiujian Peng and published by Springer Nature. This book was released on 2023-09-24 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains detailed documentation of the CHINAGEM model - a large-scale dynamic computable general equilibrium (CGE) model of China and its applications. Specifically, this book documents the theory and database behind the CHINAGEM model. This book explores the closure development for the four simulation modes of the model including historical, decomposition, forecast and policy simulations, the detailed explanation of how to analyze simulation results, and the extensions of CHINAGEM and their applications. These extensions include several innovative modules and case studies as examples of the application of CHINAGEM. This book provides an entry point for CGE modellers to develop their analytical skills. This book can also be used as a platform for research institutes to develop CGE models suitable for their research portfolio. The module developments included in this book are designed to capture the specific features of the Chinese economy. The applications of these modules chosen in the book cover hot policy issues in China, and the simulation results have valuable policy implications. This book identifies that the CHINAGEM model itself and all the extensions can be used for analysing many new topics and policy issues such as the effects of the USA–China trade war, the effects of Made in China 2025 Plan as well as China’s commitment to the carbon neutrality before 2060 and its economic implications.