Formal Approaches in Categorization

Formal Approaches in Categorization

Author: Emmanuel M. Pothos

Publisher: Cambridge University Press

Published: 2011-01-27

Total Pages: 349

ISBN-13: 1139493973

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The process of constructing concepts underpins our capacity to encode information in an efficient and competent manner and also, ultimately, our ability to think in terms of abstract ideas such as justice, love and happiness. But what are the mechanisms which correspond to psychological categorization processes? This book unites many prominent approaches in modelling categorization. Each chapter focuses on a particular formal approach to categorization, presented by the proponent(s) or advocate(s) of that approach, and the authors consider the relation of this approach to other models and the ultimate objectives in their research programmes. The volume evaluates progress that has been made in the field and where it goes from here. This is an essential companion to any scientist interested in the formal description of categorization and, more generally, in formal approaches to cognition. It will be the definitive guide to formal approaches in categorization research for years to come.


Book Synopsis Formal Approaches in Categorization by : Emmanuel M. Pothos

Download or read book Formal Approaches in Categorization written by Emmanuel M. Pothos and published by Cambridge University Press. This book was released on 2011-01-27 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: The process of constructing concepts underpins our capacity to encode information in an efficient and competent manner and also, ultimately, our ability to think in terms of abstract ideas such as justice, love and happiness. But what are the mechanisms which correspond to psychological categorization processes? This book unites many prominent approaches in modelling categorization. Each chapter focuses on a particular formal approach to categorization, presented by the proponent(s) or advocate(s) of that approach, and the authors consider the relation of this approach to other models and the ultimate objectives in their research programmes. The volume evaluates progress that has been made in the field and where it goes from here. This is an essential companion to any scientist interested in the formal description of categorization and, more generally, in formal approaches to cognition. It will be the definitive guide to formal approaches in categorization research for years to come.


Formal Approaches in Categorization

Formal Approaches in Categorization

Author: Emmanuel M. Pothos

Publisher:

Published: 2011

Total Pages:

ISBN-13: 9780511859977

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Book Synopsis Formal Approaches in Categorization by : Emmanuel M. Pothos

Download or read book Formal Approaches in Categorization written by Emmanuel M. Pothos and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:


Formal Approaches in Categorization

Formal Approaches in Categorization

Author: Emmanuel M. Pothos

Publisher:

Published: 2014-05-14

Total Pages: 350

ISBN-13: 9780511860843

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Brings together the prominent approaches to categorization, providing an evaluation of the state of the art of formal categorization research.


Book Synopsis Formal Approaches in Categorization by : Emmanuel M. Pothos

Download or read book Formal Approaches in Categorization written by Emmanuel M. Pothos and published by . This book was released on 2014-05-14 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brings together the prominent approaches to categorization, providing an evaluation of the state of the art of formal categorization research.


The Cambridge Handbook of Computational Psychology

The Cambridge Handbook of Computational Psychology

Author: Ron Sun

Publisher: Cambridge University Press

Published: 2008-04-28

Total Pages: 767

ISBN-13: 0521674107

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A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.


Book Synopsis The Cambridge Handbook of Computational Psychology by : Ron Sun

Download or read book The Cambridge Handbook of Computational Psychology written by Ron Sun and published by Cambridge University Press. This book was released on 2008-04-28 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.


The Discipline of Organizing: Professional Edition

The Discipline of Organizing: Professional Edition

Author: Robert J. Glushko

Publisher: "O'Reilly Media, Inc."

Published: 2014-08-25

Total Pages: 743

ISBN-13: 1491911719

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Note about this ebook: This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers. We organize things. We organize information, information about things, and information about information. Organizing is a fundamental issue in many professional fields, but these fields have only limited agreement in how they approach problems of organizing and in what they seek as their solutions. The Discipline of Organizing synthesizes insights from library science, information science, computer science, cognitive science, systems analysis, business, and other disciplines to create an Organizing System for understanding organizing. This framework is robust and forward-looking, enabling effective sharing of insights and design patterns between disciplines that weren’t possible before. The Professional Edition includes new and revised content about the active resources of the "Internet of Things," and how the field of Information Architecture can be viewed as a subset of the discipline of organizing. You’ll find: 600 tagged endnotes that connect to one or more of the contributing disciplines Nearly 60 new pictures and illustrations Links to cross-references and external citations Interactive study guides to test on key points The Professional Edition is ideal for practitioners and as a primary or supplemental text for graduate courses on information organization, content and knowledge management, and digital collections. FOR INSTRUCTORS: Supplemental materials (lecture notes, assignments, exams, etc.) are available at http://disciplineoforganizing.org. FOR STUDENTS: Make sure this is the edition you want to buy. There's a newer one and maybe your instructor has adopted that one instead.


Book Synopsis The Discipline of Organizing: Professional Edition by : Robert J. Glushko

Download or read book The Discipline of Organizing: Professional Edition written by Robert J. Glushko and published by "O'Reilly Media, Inc.". This book was released on 2014-08-25 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note about this ebook: This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers. We organize things. We organize information, information about things, and information about information. Organizing is a fundamental issue in many professional fields, but these fields have only limited agreement in how they approach problems of organizing and in what they seek as their solutions. The Discipline of Organizing synthesizes insights from library science, information science, computer science, cognitive science, systems analysis, business, and other disciplines to create an Organizing System for understanding organizing. This framework is robust and forward-looking, enabling effective sharing of insights and design patterns between disciplines that weren’t possible before. The Professional Edition includes new and revised content about the active resources of the "Internet of Things," and how the field of Information Architecture can be viewed as a subset of the discipline of organizing. You’ll find: 600 tagged endnotes that connect to one or more of the contributing disciplines Nearly 60 new pictures and illustrations Links to cross-references and external citations Interactive study guides to test on key points The Professional Edition is ideal for practitioners and as a primary or supplemental text for graduate courses on information organization, content and knowledge management, and digital collections. FOR INSTRUCTORS: Supplemental materials (lecture notes, assignments, exams, etc.) are available at http://disciplineoforganizing.org. FOR STUDENTS: Make sure this is the edition you want to buy. There's a newer one and maybe your instructor has adopted that one instead.


The Universal Structure of Categories

The Universal Structure of Categories

Author: Martina Wiltschko

Publisher: Cambridge University Press

Published: 2014-07-24

Total Pages: 377

ISBN-13: 1139992627

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Using data from a variety of languages such as Blackfoot, Halkomelem, and Upper Austrian German, this book explores a range of grammatical categories and constructions, including tense, aspect, subjunctive, case and demonstratives. It presents a new theory of grammatical categories - the Universal Spine Hypothesis - and reinforces generative notions of Universal Grammar while accommodating insights from linguistic typology. In essence, this new theory shows that language-specific categories are built from a small set of universal categories and language-specific units of language. Throughout the book the Universal Spine Hypothesis is compared to two alternative theories - the Universal Base Hypothesis and the No Base Hypothesis. This valuable addition to the field will be welcomed by graduate students and researchers in linguistics.


Book Synopsis The Universal Structure of Categories by : Martina Wiltschko

Download or read book The Universal Structure of Categories written by Martina Wiltschko and published by Cambridge University Press. This book was released on 2014-07-24 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using data from a variety of languages such as Blackfoot, Halkomelem, and Upper Austrian German, this book explores a range of grammatical categories and constructions, including tense, aspect, subjunctive, case and demonstratives. It presents a new theory of grammatical categories - the Universal Spine Hypothesis - and reinforces generative notions of Universal Grammar while accommodating insights from linguistic typology. In essence, this new theory shows that language-specific categories are built from a small set of universal categories and language-specific units of language. Throughout the book the Universal Spine Hypothesis is compared to two alternative theories - the Universal Base Hypothesis and the No Base Hypothesis. This valuable addition to the field will be welcomed by graduate students and researchers in linguistics.


Classifying Reality

Classifying Reality

Author: David S. Oderberg

Publisher: John Wiley & Sons

Published: 2013-02-25

Total Pages: 127

ISBN-13: 1118508335

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Distinguished metaphysicians examine issues central to the high-profile debate between philosophers over how to classify the natural world, and discuss issues in applied ontology such as the classification of diseases. Leading metaphysicians explore fundamental questions related to the classification and structure of the natural world An essential commentary on issues at the heart of the contemporary debate between philosophy and science Interweaves discussion of overarching themes with detailed material on applied ontology


Book Synopsis Classifying Reality by : David S. Oderberg

Download or read book Classifying Reality written by David S. Oderberg and published by John Wiley & Sons. This book was released on 2013-02-25 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distinguished metaphysicians examine issues central to the high-profile debate between philosophers over how to classify the natural world, and discuss issues in applied ontology such as the classification of diseases. Leading metaphysicians explore fundamental questions related to the classification and structure of the natural world An essential commentary on issues at the heart of the contemporary debate between philosophy and science Interweaves discussion of overarching themes with detailed material on applied ontology


The Big Book of Concepts

The Big Book of Concepts

Author: Gregory Murphy

Publisher: MIT Press

Published: 2004-01-30

Total Pages: 564

ISBN-13: 0262632993

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Concepts embody our knowledge of the kinds of things there are in the world. Tying our past experiences to our present interactions with the environment, they enable us to recognize and understand new objects and events. Concepts are also relevant to understanding domains such as social situations, personality types, and even artistic styles. Yet like other phenomenologically simple cognitive processes such as walking or understanding speech, concept formation and use are maddeningly complex. Research since the 1970s and the decline of the "classical view" of concepts have greatly illuminated the psychology of concepts. But persistent theoretical disputes have sometimes obscured this progress. The Big Book of Concepts goes beyond those disputes to reveal the advances that have been made, focusing on the major empirical discoveries. By reviewing and evaluating research on diverse topics such as category learning, word meaning, conceptual development in infants and children, and the basic level of categorization, the book develops a much broader range of criteria than is usual for evaluating theories of concepts.


Book Synopsis The Big Book of Concepts by : Gregory Murphy

Download or read book The Big Book of Concepts written by Gregory Murphy and published by MIT Press. This book was released on 2004-01-30 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concepts embody our knowledge of the kinds of things there are in the world. Tying our past experiences to our present interactions with the environment, they enable us to recognize and understand new objects and events. Concepts are also relevant to understanding domains such as social situations, personality types, and even artistic styles. Yet like other phenomenologically simple cognitive processes such as walking or understanding speech, concept formation and use are maddeningly complex. Research since the 1970s and the decline of the "classical view" of concepts have greatly illuminated the psychology of concepts. But persistent theoretical disputes have sometimes obscured this progress. The Big Book of Concepts goes beyond those disputes to reveal the advances that have been made, focusing on the major empirical discoveries. By reviewing and evaluating research on diverse topics such as category learning, word meaning, conceptual development in infants and children, and the basic level of categorization, the book develops a much broader range of criteria than is usual for evaluating theories of concepts.


Classification in the Wild

Classification in the Wild

Author: Konstantinos V. Katsikopoulos

Publisher: MIT Press

Published: 2021-02-02

Total Pages: 208

ISBN-13: 0262361957

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Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty. This book focuses on classification--allocating objects into categories--"in the wild," in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning.


Book Synopsis Classification in the Wild by : Konstantinos V. Katsikopoulos

Download or read book Classification in the Wild written by Konstantinos V. Katsikopoulos and published by MIT Press. This book was released on 2021-02-02 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty. This book focuses on classification--allocating objects into categories--"in the wild," in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning.


Systems Factorial Technology

Systems Factorial Technology

Author: Daniel Little

Publisher: Academic Press

Published: 2017-04-10

Total Pages: 428

ISBN-13: 0128043865

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Systems Factorial Technology: A Theory Driven Methodology for the Identification of Perceptual and Cognitive Mechanisms explores the theoretical and methodological tools used to investigate fundamental questions central to basic psychological and perceptual processes. Such processes include detection, identification, classification, recognition, and decision-making. This book collects the tools that allow researchers to deal with the pervasive model mimicry problems which exist in standard experimental and theoretical paradigms and includes novel applications to not only basic psychological questions, but also clinical diagnosis and links to neuroscience. Researchers can use this book to begin using the methodology behind SFT and to get an overview of current uses and future directions. The collected developments and applications of SFT allow us to peer inside the human mind and provide strong constraints on psychological theory. Provides a thorough introduction to the diagnostic tools offered by SFT Includes a tutorial on applying the method to reaction time data from a variety of different situations Introduces novel advances for testing the significance of SFT results Incorporates new measures that allow for the relaxation of the high accuracy criterion Examines tools to expand the scope of SFT analyses Applies SFT to a spectrum of different cognitive domains across different sensory modalities


Book Synopsis Systems Factorial Technology by : Daniel Little

Download or read book Systems Factorial Technology written by Daniel Little and published by Academic Press. This book was released on 2017-04-10 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems Factorial Technology: A Theory Driven Methodology for the Identification of Perceptual and Cognitive Mechanisms explores the theoretical and methodological tools used to investigate fundamental questions central to basic psychological and perceptual processes. Such processes include detection, identification, classification, recognition, and decision-making. This book collects the tools that allow researchers to deal with the pervasive model mimicry problems which exist in standard experimental and theoretical paradigms and includes novel applications to not only basic psychological questions, but also clinical diagnosis and links to neuroscience. Researchers can use this book to begin using the methodology behind SFT and to get an overview of current uses and future directions. The collected developments and applications of SFT allow us to peer inside the human mind and provide strong constraints on psychological theory. Provides a thorough introduction to the diagnostic tools offered by SFT Includes a tutorial on applying the method to reaction time data from a variety of different situations Introduces novel advances for testing the significance of SFT results Incorporates new measures that allow for the relaxation of the high accuracy criterion Examines tools to expand the scope of SFT analyses Applies SFT to a spectrum of different cognitive domains across different sensory modalities