Modeling: Gateway to the Unknown
Modeling: Gateway to the Unknown

Author:

Publisher: Gulf Professional Publishing

Published: 2004-05-14

Total Pages: 292

ISBN-13: 0080536646

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Edited by Daniel Rothbart of George Mason University in Virginia, this book is a collection of Rom Harré's work on modeling in science (particularly physics and psychology). In over 28 authored books and 240 articles and book chapters, Rom Harré of Georgetown University in Washington, DC is a towering figure in philosophy, linguistics, and social psychology. He has inspired a generation of scholars, both for the ways in which his research is carried out and his profound insights. For Harré, the stunning discoveries of research demand a kind of thinking that is found in the construction and control of models. Iconic modeling is pivotal for representing real-world structures, explaining phenomena, manipulating instruments, constructing theories, and acquiring data.This volume in the new Elsevier book series Studies in Multidisciplinarity includes major topics on the structure and function of models, the debates over scientific realism, explanation through analogical modeling, a metaphysics for physics, the rationale for experimentation, and modeling in social encounters.* A multidisciplinary work of sweeping scope about the nature of science * Revolutionary interpretation that challenges conventional wisdom about the character of scientific thinking* Profound insights about fundamental challenges to contemporary physics* Brilliant discoveries into the nature of social interaction and human identity* Presents a rational conception of methods for acquiring knowledge of remote regions of the world * Written by one of the great thinkers of our time.

Models and Theories
Models and Theories

Author: Roman Frigg

Publisher: Taylor & Francis

Published: 2022-06-28

Total Pages: 508

ISBN-13: 1000609537

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Models and theories are of central importance in science, and scientists spend substantial amounts of time building, testing, comparing and revising models and theories. It is therefore not surprising that the nature of scientific models and theories has been a widely debated topic within the philosophy of science for many years. The product of two decades of research, this book provides an accessible yet critical introduction to the debates about models and theories within analytical philosophy of science since the 1920s. Roman Frigg surveys and discusses key topics and questions, including: What are theories? What are models? And how do models and theories relate to each other? The linguistic view of theories (also known as the syntactic view of theories), covering different articulations of the view, its use of models, the theory-observation divide and the theory-ladenness of observation, and the meaning of theoretical terms. The model-theoretical view of theories (also known as the semantic view of theories), covering its analysis of the model-world relationship, the internal structure of a theory, and the ontology of models. Scientific representation, discussing analogy, idealisation and different accounts of representation. Modelling in scientific practice, examining how models relate to theories and what models are, classifying different kinds of models, and investigating how robustness analysis, perspectivism, and approaches committed to uncertainty-management deal with multi-model situations. Models and Theories is the first comprehensive book-length treatment of the topic, making it essential reading for advanced undergraduates, researchers, and professional philosophers working in philosophy of science and philosophy of technology. It will also be of interest to philosophically minded readers working in physics, computer sciences and STEM fields more broadly.

Models and Idealizations in Science
Models and Idealizations in Science

Author: Alejandro Cassini

Publisher: Springer Nature

Published: 2021-05-27

Total Pages: 270

ISBN-13: 3030658023

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This book provides both an introduction to the philosophy of scientific modeling and a contribution to the discussion and clarification of two recent philosophical conceptions of models: artifactualism and fictionalism. These can be viewed as different stances concerning the standard representationalist account of scientific models. By better understanding these two alternative views, readers will gain a deeper insight into what a model is as well as how models function in different sciences. Fictionalism has been a traditional epistemological stance related to antirealist construals of laws and theories, such as instrumentalism and inferentialism. By contrast, the more recent fictional view of models holds that scientific models must be conceived of as the same kind of entities as literary characters and places. This approach is essentially an answer to the ontological question concerning the nature of models, which in principle is not incompatible with a representationalist account of the function of models. The artifactual view of models is an approach according to which scientific models are epistemic artifacts, whose main function is not to represent the phenomena but rather to provide epistemic access to them. It can be conceived of as a non-representationalist and pragmatic account of modeling, which does not intend to focus on the ontology of models but rather on the ways they are built and used for different purposes. The different essays address questions such as the artifactual view of idealization, the use of information theory to elucidate the concepts of abstraction and idealization, the deidealization of models, the nature of scientific fictions, the structural account of representation and the ontological status of structures, the role of surrogative reasoning with models, and the use of models for explaining and predicting physical phenomena.

Theoretical Models and Processes of Literacy
Theoretical Models and Processes of Literacy

Author: Donna E. Alvermann

Publisher: Routledge

Published: 2018-10-03

Total Pages: 893

ISBN-13: 1351616528

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The Seventh Edition of this foundational text represents the most comprehensive source available for connecting multiple and diverse theories to literacy research, broadly defined, and features both cutting-edge and classic contributions from top scholars. Two decades into the 21st century, the Seventh Edition finds itself at a crossroads and differs from its predecessors in three major ways: the more encompassing term literacy replaces reading in the title to reflect sweeping changes in how readers and writers communicate in a digital era; the focus is on conceptual essays rather than a mix of essays and research reports in earlier volumes; and most notably, contemporary literacy models and processes enhance and extend earlier theories of reading and writing. Providing a tapestry of models and theories that have informed literacy research and instruction over the years, this volume’s strong historical grounding serves as a springboard from which new perspectives are presented. The chapters in this volume have been selected to inspire the interrogation of literacy theory and to foster its further evolution. This edition is a landmark volume in which dynamic, dialogic, and generative relations of power speak directly to the present generation of literacy theorists and researchers without losing the historical contexts that preceded them. Some additional archival essays from previous editions are available on the book’s eResource. New to the Seventh Edition: Features chapters on emerging and contemporary theories that connect directly to issues of power and contrasts new models against more established counterparts. New chapters reflect sweeping changes in how readers and writers communicate in a digital era. Slimmer volume is complemented by some chapters from previous editions available online.

Modelling-based Teaching in Science Education
Modelling-based Teaching in Science Education

Author: John K. Gilbert

Publisher: Springer

Published: 2016-05-30

Total Pages: 279

ISBN-13: 3319290398

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This book argues that modelling should be a component of all school curricula that aspire to provide ‘authentic science education for all’. The literature on modelling is reviewed and a ‘model of modelling’ is proposed. The conditions for the successful implementation of the ‘model of modelling’ in classrooms are explored and illustrated from practical experience. The roles of argumentation, visualisation, and analogical reasoning, in successful modelling-based teaching are reviewed. The contribution of such teaching to both the learning of key scientific concepts and an understanding of the nature of science are established. Approaches to the design of curricula that facilitate the progressive grasp of the knowledge and skills entailed in modelling are outlined. Recognising that the approach will both represent a substantial change from the ‘content-transmission’ approach to science teaching and be in accordance with current best-practice in science education, the design of suitable approaches to teacher education are discussed. Finally, the challenges that modelling-based education pose to science education researchers, advanced students of science education and curriculum design, teacher educators, public examiners, and textbook designers, are all outlined.

Computer Simulations and the Changing Face of Scientific Experimentation
Computer Simulations and the Changing Face of Scientific Experimentation

Author: Eckhart Arnold

Publisher: Cambridge Scholars Publishing

Published: 2013-07-16

Total Pages: 260

ISBN-13: 1443849952

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Computer simulations have become a central tool for scientific practice. Their use has replaced, in many cases, standard experimental procedures. This goes without mentioning cases where the target system is empirical but there are no techniques for direct manipulation of the system, such as astronomical observation. To these cases, computer simulations have proved to be of central importance. The question about their use and implementation, therefore, is not only a technical one but represents a challenge for the humanities as well. In this volume, scientists, historians, and philosophers join to examine computer simulations in scientific practice. One central aim of the volume is to provide a multi-perspective view on the topic. Therefore, the text includes philosophical studies on computer simulations, as well as case studies from simulation practice, and historical studies of the evolution of simulations as a research method. The theoretical studies in this book discuss the epistemological relation between simulations and experiments as well as the empirical or non-empirical status of data resulting from computer simulations. The role of simulations in current scientific practice is examined in the cases of astronomy, system biology, nanoscale research, and in the pharmaceutical industry. The historical perspective is brought in by examining the rise of supercomputing as well as the exploding number of published simulation studies in some scientific fields. The book concludes with critical reflections on the potential, limitations, and failures of computer simulations.

Handbook of Abductive Cognition
Handbook of Abductive Cognition

Author: Lorenzo Magnani

Publisher: Springer Nature

Published: 2023-03-31

Total Pages: 1921

ISBN-13: 3031101359

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This Handbook offers the first comprehensive reference guide to the interdisciplinary field of abductive cognition, providing readers with extensive information on the process of reasoning to hypotheses in humans, animals, and in computational machines. It highlights the role of abduction in both theory practice: in generating and testing hypotheses and explanatory functions for various purposes and as an educational device. It merges logical, cognitive, epistemological and philosophical perspectives with more practical needs relating to the application of abduction across various disciplines and practices, such as in diagnosis, creative reasoning, scientific discovery, diagrammatic and ignorance-based cognition, and adversarial strategies. It also discusses the inferential role of models in hypothetical reasoning, abduction and creativity, including the process of development, implementation and manipulation for different scientific and technological purposes. Written by a group of internationally renowned experts in philosophy, logic, general epistemology, mathematics, cognitive, and computer science, as well as life sciences, engineering, architecture, and economics, the Handbook of Abductive Cognition offers a unique reference guide for readers approaching the process of reasoning to hypotheses from different perspectives and for various theoretical and practical purposes. Numerous diagrams, schemes and other visual representations are included to promote a better understanding of the relevant concepts and to make concepts highly accessible to an audience of scholars and students with different scientific backgrounds.

Complexity, Institutions and Public Policy
Complexity, Institutions and Public Policy

Author: Graham Room

Publisher: Edward Elgar Publishing

Published: 2011

Total Pages: 393

ISBN-13: 0857932640

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I think this is a very important book. Very few people in the social sciences write books on this topic and really do justice to complexity theory. Professor Room gives a very detailed, accurate and accessible review of complexity theory as it applies to social policy. His link with institutional theory is very appropriate and his discussion on the need for regulation (a link with complexity theory that many people would never reach) is really important and well grounded. It would be of interest to academics who really want to understand the implications of complexity theory for policy making in complex and fast-changing situations and to those undertaking advanced courses in politics, economics and sociology. - Jean Boulton, University of Cranfield, UK Graham Room argues that conventional approaches to the conceptualisation and measurement of social and economic change are unsatisfactory. As a result, researchers are ill-equipped to offer policy advice. This book offers a new analytical approach, combining complexity science and institutionalism. It also provides tools for policy makers in turbulent times. Part 1 is concerned with the conceptualisation of socio-economic change. It integrates complexity science and institutionalism into a coherent ontology of social and policy dynamics. Part 2 is concerned with models and measurement. It combines some of the principal approaches developed in complexity analysis with models and methods drawn from mainstream social and political science. Part 3 offers empirical applications to public policy: the dynamics of social exclusion; the social dimension of knowledge economies; the current financial and economic crisis. These are supplemented by a toolkit for the practice of agile policy making.

Science Education
Science Education

Author: Keith S. Taber

Publisher: Springer

Published: 2016-12-27

Total Pages: 585

ISBN-13: 9463007490

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"This book comprises a wide range of scholarly essays introducing readers to key topics and issues in science education. Science education has become a well established field in its own right, with a vast literature, and many active areas of scholarship. Science Education: An International Course Companion offers an entry point for students seeking a sound but introductory understanding of the key perspectives and areas of thinking in science education. Each account is self-contained and offers a scholarly and research-informed introduction to a particular topic, theme, or perspective, with both citations to key literature and recommendations for more advanced reading. Science Education: An International Course Companion allows readers (such as those preparing for school science teaching, or seeking more advanced specialist qualifications) to obtain a broad familiarity with key issues across the field as well as guiding wider reading about particular topics of interest. The book therefore acts as a reader to support learning across courses in science education internationally. The broad coverage of topics is such that that the book will support students following a diverse range of courses and qualifications. The comprehensive nature of the book will allow course leaders and departments to nominate the book as the key reader to support students – their core ‘course companion’ in science education."

Philosophical Instruments
Philosophical Instruments

Author: Daniel Rothbart

Publisher: University of Illinois Press

Published: 2024-02-12

Total Pages: 184

ISBN-13: 0252056248

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The surprising roles of instruments and experimentation in acquiring knowledge In Philosophical Instruments Daniel Rothbart argues that our tools are not just neutral intermediaries between humans and the natural world, but are devices that demand new ideas about reality. Just as a hunter's new spear can change their knowledge of the environment, so can the development of modern scientific equipment alter our view of the world. Working at the intersections of science, technology, and philosophy, Rothbart examines the revolution in knowledge brought on by recent advances in scientific instruments. Full of examples from historical and contemporary science, including electron scanning microscopes, sixteenth-century philosophical instruments, and diffraction devices used by biochemical researchers, Rothbart explores the ways in which instrumentation advances a philosophical stance about an instrument's power, an experimenter's skills, and a specimen's properties. Through a close reading of engineering of instruments, he introduces a philosophy from (rather than of) design, contending that philosophical ideas are channeled from design plans to models and from model into the use of the devices.