Conceptual Spaces
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Conceptual Spaces
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Author : Peter Gardenfors
language : en
Publisher: MIT Press
Release Date : 2004-01-30
Conceptual Spaces written by Peter Gardenfors and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-30 with Psychology categories.
Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gärdenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gärdenfors's theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gärdenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations.
Conceptual Spaces
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Author : Peter Gardenfors
language : en
Publisher: MIT Press
Release Date : 2004-01-30
Conceptual Spaces written by Peter Gardenfors and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-30 with Psychology categories.
Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gärdenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gärdenfors's theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gärdenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations.
Conceptual Spaces Elaborations And Applications
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Author : Mauri Kaipainen
language : en
Publisher: Springer
Release Date : 2019-06-25
Conceptual Spaces Elaborations And Applications written by Mauri Kaipainen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-25 with Philosophy categories.
This edited book focuses on concepts and their applications using the theory of conceptual spaces, one of today’s most central tracks of cognitive science discourse. It features 15 papers based on topics presented at the Conceptual Spaces @ Work 2016 conference. The contributors interweave both theory and applications in their papers. Among the first mentioned are studies on metatheories, logical and systemic implications of the theory, as well as relations between concepts and language. Examples of the latter include explanatory models of paradigm shifts and evolution in science as well as dilemmas and issues of health, ethics, and education. The theory of conceptual spaces overcomes many translational issues between academic theoretization and practical applications. The paradigm is mainly associated with structural explanations, such as categorization and meronomy. However, the community has also been relating it to relations, functions, and systems. The bookpresents work that provides a geometric model for the representation of human conceptual knowledge that bridges the symbolic and the sub-conceptual levels of representation. The model has already proven to have a broad range of applicability beyond cognitive science and even across a number of disciplines related to concepts and representation.
Applications Of Conceptual Spaces
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Author : Frank Zenker
language : en
Publisher: Springer
Release Date : 2015-04-16
Applications Of Conceptual Spaces written by Frank Zenker and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-16 with Philosophy categories.
This volume provides an overview of applications of conceptual spaces theory, beginning with an introduction to the modeling tool that unifies the chapters. The first section explores issues of linguistic semantics, including speakers’ negotiation of meaning. Further sections address computational and ontological aspects of constructing conceptual spaces, while the final section looks at philosophical applications. Domains include artificial intelligence and robotics, epistemology and philosophy of science, lexical semantics and pragmatics, agent-based simulation, perspectivism, framing, contrast, sensory modalities, and music, among others. This collection provides evidence of the wide application range of this theory of knowledge representation. The papers in this volume derive from international experts across different fields including philosophy, cognitive science, linguistics, robotics, computer science and geography. Each contributor has successfully applied conceptual spaces theory as a modeling tool in their respective areas of expertise. Graduates as well as researchers in the areas of epistemology, linguistics, geometric knowledge representation, and the mathematical modeling of cognitive processes should find this book of particular interest.
The Geometry Of Meaning
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Author : Peter Gärdenfors
language : en
Publisher: MIT Press
Release Date : 2014-01-17
The Geometry Of Meaning written by Peter Gärdenfors and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-17 with Language Arts & Disciplines categories.
A novel cognitive theory of semantics that proposes that the meanings of words can be described in terms of geometric structures.
Innovative Data Integration And Conceptual Space Modeling For Covid Cancer And Cardiac Care
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Author : Amy Neustein
language : en
Publisher: Academic Press
Release Date : 2022-01-18
Innovative Data Integration And Conceptual Space Modeling For Covid Cancer And Cardiac Care written by Amy Neustein and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-18 with Science categories.
In recent years, scientific research and translation medicine have placed increased emphasis on computational methodology and data curation across many disciplines, both to advance underlying science and to instantiate precision-medicine protocols in the lab and in clinical practice. The nexus of concerns related to oncology, cardiology, and virology (SARS-CoV-2) presents a fortuitous context within which to examine the theory and practice of biomedical data curation. Innovative Data Integration and Conceptual Space Modeling for COVID, Cancer, and Cardiac Care argues that a well-rounded approach to data modeling should optimally embrace multiple perspectives inasmuch as data-modeling is neither a purely formal nor a purely conceptual discipline, but rather a hybrid of both. On the one hand, data models are designed for use by computer software components, and are, consequently, constrained by the mechanistic demands of software environments; data modeling strategies must accept the formal rigors imposed by unambiguous data-sharing and query-evaluation logic. In particular, data models are not well-suited for software-level deployment if such models do not translate seamlessly to clear strategies for querying data and ensuring data integrity as information is moved across multiple points. On the other hand, data modeling is, likewise, constrained by human conceptual tendencies, because the information which is managed by databases and data networks is ultimately intended to be visualized/utilized by humans as the end-user. Thus, at the intersection of both formal and humanistic methodology, data modeling takes on elements of both logico-mathematical frameworks (e.g., type systems and graph theory) and conceptual/philosophical paradigms (e.g., linguistics and cognitive science). The authors embrace this two-sided aspect of data models by seeking non-reductionistic points of convergence between formal and humanistic/conceptual viewpoints, and by leveraging biomedical contexts (viz., COVID, Cancer, and Cardiac Care) so as to provide motivating examples and case-studies in this volume. - Provides an analysis of how conceptual spaces and related cognitive linguistic approaches can inspire programming and query-processing models - Outlines the vital role that data modeling/curation has played in significant medical breakthroughs - Presents readers with an overview of how information-management approaches intersect with precision medicine, providing case studies of data-modeling in concrete scientific practice - Explores applications of image analysis and computer vision in the context of precision medicine - Examines the role of technology in scientific publishing, replication studies, and dataset curation
Landscape
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Author : Simon Bell
language : en
Publisher: Taylor & Francis
Release Date : 1999
Landscape written by Simon Bell and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Architecture categories.
Providing a fresh approach to the theory of design, Landscape: Pattern, Perception and Process synthesizes planning, design and ecology and shows a new view of where design can develop. The book brings together the work and subject areas of a range of disciplines including psychologists, philosophers, geologists, ecologists, cultural geographers, foresters, urban planners and landscape architects and synthesizes all these together. Since many landscape and environmental problems require multi-disciplinary approaches for their solution, this book demonstrates how the best integration can be achieved. Highly illustrated, it contains examples from North America, Canada, Europe and Australasia. Glossary, references and further reading provide the reader with guidance and back-up resources.
Dimensions Of Creativity
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Author : Margaret A. Boden
language : en
Publisher: MIT Press
Release Date : 1996
Dimensions Of Creativity written by Margaret A. Boden and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Psychology categories.
Dimensions of Creativity brings together original articles that draw on a range of discipline--from the history and sociology of science, psychology, philosophy, and artificial intelligence--to ask how creative ideas arise, and whether creativity can be objectively defined and measured. Dimensions of Creativity brings together original articles that draw on a range of disciplines--from the history and sociology of science, psychology, philosophy, and artificial intelligence--to ask how creative ideas arise, and whether creativity can be objectively defined and measured. Margaret Boden and her colleagues Simon Schaffer, Gerd Gigerenzer, David N. Perkins, Howard Gardner, Colin Martindale, and Hans J. Eysenck demonstrate that creativity requires not only challenging new ideas but their acceptance by some relevant social group. Although some new ideas can arise as novel associations, others are generated by exploiting structural features of an existing conceptual space. Strong motivations often drive the creators and those who evaluate and perpetuate their work. The seven essays--although very different--are complementary. The book can serve as an up-to-date introduction to the study of creativity in various disciplines. The many references provide a way into the relevant literature. A Bradford Book
Spatial Cognition Vi Learning Reasoning And Talking About Space
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Author : Christian Freksa
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-09-10
Spatial Cognition Vi Learning Reasoning And Talking About Space written by Christian Freksa and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-10 with Computers categories.
This book constitutes the refereed proceedings of the International Conference on Spatial Cognition, Spatial Cognition 2008, held in Freiburg, Germany, in September 2008. The 27 revised full papers presented together with 3 invited lectures were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on spatial orientation, spatial navigation, spatial learning, maps and modalities, spatial communication, spatial language, similarity and abstraction, concepts and reference frames, as well as spatial modeling and spatial reasoning.
Conjunctive Explanations
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Author : Jonah N. Schupbach
language : en
Publisher: Taylor & Francis
Release Date : 2023-05-12
Conjunctive Explanations written by Jonah N. Schupbach and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-12 with Science categories.
Philosophers and psychologists are increasingly investigating the conditions under which multiple explanations are better in conjunction than they are individually. This book brings together leading scholars to provide an interdisciplinary and unified discussion of such “conjunctive explanations.” The book starts with an introductory chapter expounding the notion of conjunctive explanation and motivating a multifaceted approach to its study. The remaining chapters are divided into three parts. Part I includes chapters on “The Nature of Conjunctive Explanations.” Each chapter illustrates distinct ways in which explanatory multiplicity is motivated by a careful study of the nature and concept of explanation. The second part (“Reasoning About Conjunctive Explanations”) includes chapters on the epistemology and logic of conjunctive explanations. Here the contributors propose and evaluate various norms for reasoning correctly about and to conjunctive explanations. Part III concerns “The Psychology of Conjunctive Explanations,” with contributions discussing conditions under which humans entertain and hold multiple explanations of single explananda simultaneously and the cognitive limitations and capacities for doing so. Conjunctive Explanations will be of interest to researchers and advanced students working on explanation in philosophy of science, epistemology, philosophical logic, and cognitive psychology.