Computational Models Of Scientific Discovery And Theory Formation
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Computational Models Of Scientific Discovery And Theory Formation
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Author : Jeff Shrager
language : en
Publisher: Morgan Kaufmann
Release Date : 1990
Computational Models Of Scientific Discovery And Theory Formation written by Jeff Shrager and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computers categories.
This collection reports on recent advances in the study of scientific discovery and theory formation based on the computational techniques of artificial intelligence and cognitive science.
Model Based Reasoning In Scientific Discovery
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Author : L. Magnani
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Model Based Reasoning In Scientific Discovery written by L. Magnani 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 2012-12-06 with Computers categories.
The volume is based on the papers that were presented at the Interna tional Conference Model-Based Reasoning in Scientific Discovery (MBR'98), held at the Collegio Ghislieri, University of Pavia, Pavia, Italy, in December 1998. The papers explore how scientific thinking uses models and explanatory reasoning to produce creative changes in theories and concepts. The study of diagnostic, visual, spatial, analogical, and temporal rea soning has demonstrated that there are many ways of performing intelligent and creative reasoning that cannot be described with the help only of tradi tional notions of reasoning such as classical logic. Traditional accounts of scientific reasoning have restricted the notion of reasoning primarily to de ductive and inductive arguments. Understanding the contribution of model ing practices to discovery and conceptual change in science requires ex panding scientific reasoning to include complex forms of creative reasoning that are not always successful and can lead to incorrect solutions. The study of these heuristic ways of reasoning is situated at the crossroads of philoso phy, artificial intelligence, cognitive psychology, and logic; that is, at the heart of cognitive science. There are several key ingredients common to the various forms of model based reasoning to be considered in this book. The models are intended as in terpretations of target physical systems, processes, phenomena, or situations. The models are retrieved or constructed on the basis of potentially satisfying salient constraints of the target domain.
Scientific Discovery
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Author : Pat Langley
language : en
Publisher: MIT Press
Release Date : 1987
Scientific Discovery written by Pat Langley and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Scientific discovery is often regarded as romantic and creative--and hence unanalyzable--whereas the everyday process of verifying discoveries is sober and more suited to analysis. Yet this fascinating exploration of how scientific work proceeds argues that however sudden the moment of discovery may seem, the discovery process can be described and modeled. Using the methods and concepts of contemporary information-processing psychology (or cognitive science) the authors develop a series of artificial-intelligence programs that can simulate the human thought processes used to discover scientific laws. The programs--BACON, DALTON, GLAUBER, and STAHL--are all largely data-driven, that is, when presented with series of chemical or physical measurements they search for uniformities and linking elements, generating and checking hypotheses and creating new concepts as they go along. Scientific Discovery examines the nature of scientific research and reviews the arguments for and against a normative theory of discovery; describes the evolution of the BACON programs, which discover quantitative empirical laws and invent new concepts; presents programs that discover laws in qualitative and quantitative data; and ties the results together, suggesting how a combined and extended program might find research problems, invent new instruments, and invent appropriate problem representations. Numerous prominent historical examples of discoveries from physics and chemistry are used as tests for the programs and anchor the discussion concretely in the history of science.
Computational Philosophy Of Science
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Author : Paul Thagard
language : en
Publisher: Mit Press
Release Date : 1988-01-01
Computational Philosophy Of Science written by Paul Thagard and has been published by Mit Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-01-01 with Mathematics categories.
By applying research in artificial intelligence to problems in the philosophy of science, Paul Thagard develops an exciting new approach to the study of scientific reasoning. He uses computational ideas to shed light on how scientific theories are discovered, evaluated, and used in explanations. He describes a detailed computational model of problem solving and discovery that provides a conceptually rich yet rigorous alternative to accounts of scientific knowledge based on formal logic. The model is used to illuminate such topics as the nature of concepts, hypothesis formation, analogy, and theory justification.Following a critique of the alternative account of scientific development offered by evolutionary epistemology, Thagard discusses philosophical issues concerning reasoning, truth, and the justification of scientific methods. He applies his general conclusions about science and pseudoscience to the fields of psychology and artificial intelligence, and explores the potential relevance of computational models to our understanding of the interrelations of theory and experiment and of the importance of group rationality in science."Computational Philosophy of Science" has been made accessible to readers from different disciplines through an appendix that includes tutorials on essential philosophical, computational, and psychological topics.Paul Thagard is a research scientist at the Princeton University Cognitive Science Laboratory. He is coauthor, with John H. Holland, Keith J. Holyoak, and Richard E. Nisbett, of "Induction: Processes of Inference, Learning, and Discovery (MIT Press/Bradford Books). A Bradford Book.
Computer Simulations In Science And Technology Studies
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Author : Petra Ahrweiler
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Computer Simulations In Science And Technology Studies written by Petra Ahrweiler 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 2012-12-06 with Computers categories.
What is it about the structure and organisation of science and technology that has led to the spectacularly successful growth of knowledge during this century? This book explores this important and much debated question in an innovative way, by using computer simulations. The computer simulation of societies and social processes is a methodology which is rapidly becoming recognised for its potential in the social sciences. This book applies the tools of simulation systematically to a specific domain: science and technology studies. The book shows how computer simulation can be applied both to questions in the history and philosophy of science and to issues of concern to sociologists of science and technology. Chapters in the book demonstrate the use of simulation for clarifying the notion of creativity and for understanding the logical processes employed by eminent scientists to make their discoveries. The book begins with three introductory chapters. The first introduces simulation for the social sciences, surveying current work and explaining the advantages and pitfalls of this new methodology. The second and third chapters review recent work on theoretical aspects of social simulation, introducing fundamental concepts such as self organisation and complexity and relating these to the simulation of scientific discovery.
Logical And Computational Aspects Of Model Based Reasoning
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Author : L. Magnani
language : en
Publisher: Springer Science & Business Media
Release Date : 2002-09-30
Logical And Computational Aspects Of Model Based Reasoning written by L. Magnani 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 2002-09-30 with Mathematics categories.
Information technology has been, in recent years, under increasing commercial pressure to provide devices and systems which help/ replace the human in his daily activity. This pressure requires the use of logic as the underlying foundational workhorse of the area. New logics were developed as the need arose and new foci and balance has evolved within logic itself. One aspect of these new trends in logic is the rising impor tance of model based reasoning. Logics have become more and more tailored to applications and their reasoning has become more and more application dependent. In fact, some years ago, I myself coined the phrase "direct deductive reasoning in application areas", advocating the methodology of model-based reasoning in the strongest possible terms. Certainly my discipline of Labelled Deductive Systems allows to bring "pieces" of the application areas as "labels" into the logic. I therefore heartily welcome this important book to Volume 25 of the Applied Logic Series and see it as an important contribution in our overall coverage of applied logic.
Scientific Discovery In The Social Sciences
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Author : Mark Addis
language : en
Publisher: Springer Nature
Release Date : 2019-09-12
Scientific Discovery In The Social Sciences written by Mark Addis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-12 with Philosophy categories.
This volume offers selected papers exploring issues arising from scientific discovery in the social sciences. It features a range of disciplines including behavioural sciences, computer science, finance, and statistics with an emphasis on philosophy. The first of the three parts examines methods of social scientific discovery. Chapters investigate the nature of causal analysis, philosophical issues around scale development in behavioural science research, imagination in social scientific practice, and relationships between paradigms of inquiry and scientific fraud. The next part considers the practice of social science discovery. Chapters discuss the lack of genuine scientific discovery in finance where hypotheses concern the cheapness of securities, the logic of scientific discovery in macroeconomics, and the nature of that what discovery with the Solidarity movement as a case study. The final part covers formalising theories in social science. Chapters analyse the abstract model theory of institutions as a way of representing the structure of scientific theories, the semi-automatic generation of cognitive science theories, and computational process models in the social sciences. The volume offers a unique perspective on scientific discovery in the social sciences. It will engage scholars and students with a multidisciplinary interest in the philosophy of science and social science.
The Blackwell Guide To The Philosophy Of Computing And Information
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Author : Luciano Floridi
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-15
The Blackwell Guide To The Philosophy Of Computing And Information written by Luciano Floridi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-15 with Science categories.
This Guide provides an ambitious state-of-the-art survey of the fundamental themes, problems, arguments and theories constituting the philosophy of computing. A complete guide to the philosophy of computing and information. Comprises 26 newly-written chapters by leading international experts. Provides a complete, critical introduction to the field. Each chapter combines careful scholarship with an engaging writing style. Includes an exhaustive glossary of technical terms. Ideal as a course text, but also of interest to researchers and general readers.
The Philosophy Of Psychology
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Author : William O′Donohue
language : en
Publisher: SAGE
Release Date : 1996-10-30
The Philosophy Of Psychology written by William O′Donohue and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-10-30 with Psychology categories.
This major text provides the first comprehensive anthology of the key topics arising in the philosophy of psychology. Bringing together internationally renowned authors, including Herb Simon, Karl Pribram, Joseph Rychlak, Ullin T Place and Adolf Gr[um]unbaum, this volume offers a stimulating and informative addition to contemporary debate. With the cognitive revolution of the 1960s, there has been a resurgence of interest in the study of the philosophical assumptions and implications of psychology. Several significant themes, such as the foundations of knowledge, behaviourism, rationality, emotion and cognitive science span both philosophy and psychology, and are covered here along with a wide range of issues in the fields of folk psychology, clinical psychology, neurophysiology and professional ethics.
Proceedings Of The Twentieth Annual Conference Of The Cognitive Science Society
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Author : Morton Ann Gernsbacher
language : en
Publisher: Routledge
Release Date : 2022-05-13
Proceedings Of The Twentieth Annual Conference Of The Cognitive Science Society written by Morton Ann Gernsbacher and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-13 with Psychology categories.
This volume features the complete text of the material presented at the Twentieth Annual Conference of the Cognitive Science Society. As in previous years, the symposium included an interesting mixture of papers on many topics from researchers with diverse backgrounds and different goals, presenting a multifaceted view of cognitive science. This volume contains papers, posters, and summaries of symposia presented at the leading conference that brings cognitive scientists together to discuss issues of theoretical and applied concern. Submitted presentations are represented in these proceedings as "long papers" (those presented as spoken presentations and "full posters" at the conference) and "short papers" (those presented as "abstract posters" by members of the Cognitive Science Society).