Abductive Analysis

Author : Iddo Tavory
Publisher : University of Chicago Press
ISBN 13 : 9780226180281
Total Pages : 0 pages
Book Rating : 4.8X/5 ( download)

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Download or read book Abductive Analysis written by Iddo Tavory and published by University of Chicago Press. This book was released on 2014-09-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Abductive Analysis, Iddo Tavory and Stefan Timmermans provide a new navigational map for theorizing qualitative research. They outline a way to think about observations, methods, and theories that nurtures theory formation without locking it into predefined conceptual boxes. The book provides novel ways to approach the challenges that plague qualitative researchers across the social sciences—how to conceptualize causality, how to manage the variation of observations, and how to leverage the researcher’s community of inquiry. Abductive Analysis is a landmark work that shows how a pragmatist approach provides a productive and fruitful way to conduct qualitative research.

Author : Iddo Tavory
Publisher : University of Chicago Press
ISBN 13 : 9780226180311
Total Pages : 0 pages
Book Rating : 4.1X/5 ( download)

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Download or read book Abductive Analysis written by Iddo Tavory and published by University of Chicago Press. This book was released on 2014-09-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Abductive Analysis, Iddo Tavory and Stefan Timmermans provide a new navigational map for theorizing qualitative research. They outline a way to think about observations, methods, and theories that nurtures theory formation without locking it into predefined conceptual boxes. The book provides novel ways to approach the challenges that plague qualitative researchers across the social sciences—how to conceptualize causality, how to manage the variation of observations, and how to leverage the researcher’s community of inquiry. Abductive Analysis is a landmark work that shows how a pragmatist approach provides a productive and fruitful way to conduct qualitative research.

Author : Stefan Timmermans
Publisher : University of Chicago Press
ISBN 13 : 0226817725
Total Pages : 202 pages
Book Rating : 4.29/5 ( download)

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Download or read book Data Analysis in Qualitative Research written by Stefan Timmermans and published by University of Chicago Press. This book was released on 2022-06-06 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: From two experts in the field comes an accessible, how-to guide that will help researchers think more productively about the relation between theory and data at every stage of their work. In Data Analysis in Qualitative Research, Iddo Tavory and Stefan Timmermans provide a how-to guide filled with tricks of the trade for researchers who hope to take excellent qualitative data and transform it into powerful scholarship. In their previous book, Abductive Analysis: Theorizing Qualitative Research, Timmermans and Tavory offered a toolkit for innovative theorizing in the social sciences. In this companion, they go one step further to show how to uncover the surprising revelations that lie waiting in qualitative data—in sociology and beyond. In this book, they lay out a series of tools designed to help both novice and expert scholars see and understand their data in surprising ways. Timmermans and Tavory show researchers how to “stack the deck” of qualitative research in favor of locating surprising findings that may lead to theoretical breakthroughs, whether by engaging with theory, discussing research strategies, or walking the reader through the process of coding data. From beginning to end of a research project, Data Analysis in Qualitative Research helps social scientists pinpoint the most promising paths to take in their approach.

Author : Douglas Walton
Publisher : University of Alabama Press
ISBN 13 : 0817357823
Total Pages : 320 pages
Book Rating : 4.25/5 ( download)

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Download or read book Abductive Reasoning written by Douglas Walton and published by University of Alabama Press. This book was released on 2014-05-15 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of the role of abductive inference in everyday argumentation and legal evidence Examines three areas in which abductive reasoning is especially important: medicine, science, and law. The reader is introduced to abduction and shown how it has evolved historically into the framework of conventional wisdom in logic. Discussions draw upon recent techniques used in artificial intelligence, particularly in the areas of multi-agent systems and plan recognition, to develop a dialogue model of explanation. Cases of causal explanations in law are analyzed using abductive reasoning, and all the components are finally brought together to build a new account of abductive reasoning. By clarifying the notion of abduction as a common and significant type of reasoning in everyday argumentation, Abductive Reasoning will be useful to scholars and students in many fields, including argumentation, computing and artificial intelligence, psychology and cognitive science, law, philosophy, linguistics, and speech communication and rhetoric.

Author : Atocha Aliseda
Publisher : Springer Science & Business Media
ISBN 13 : 1402039077
Total Pages : 246 pages
Book Rating : 4.72/5 ( download)

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Download or read book Abductive Reasoning written by Atocha Aliseda and published by Springer Science & Business Media. This book was released on 2006-02-16 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abductive Reasoning: Logical Investigations into Discovery and Explanation is a much awaited original contribution to the study of abductive reasoning, providing logical foundations and a rich sample of pertinent applications. Divided into three parts on the conceptual framework, the logical foundations, and the applications, this monograph takes the reader for a comprehensive and erudite tour through the taxonomy of abductive reasoning, via the logical workings of abductive inference ending with applications pertinent to scientific explanation, empirical progress, pragmatism and belief revision.

Author : Iddo Tavory
Publisher : University of Chicago Press
ISBN 13 : 022618045X
Total Pages : 179 pages
Book Rating : 4.58/5 ( download)

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Download or read book Abductive Analysis written by Iddo Tavory and published by University of Chicago Press. This book was released on 2014-09-30 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A major contribution to both the pragmatist renaissance and the transnational turn toward theorizing in qualitative research.” —Adele E. Clarke, author of Situational Analysis: Grounded Theory after the Postmodern Turn In Abductive Analysis, Iddo Tavory and Stefan Timmermans provide a new navigational map for theorizing qualitative research. They outline a way to think about observations, methods, and theories that nurtures theory formation without locking it into predefined conceptual boxes. The book provides novel ways to approach the challenges that plague qualitative researchers across the social sciences—how to conceptualize causality, how to manage the variation of observations, and how to leverage the researcher’s community of inquiry. Abductive Analysis is a landmark work that shows how a pragmatist approach provides a productive and fruitful way to conduct qualitative research. “In Abductive Analysis, Iddo Tavory and Stefan Timmermans make a case that the thought of pragmatist philosopher Charles S. Peirce—specifically, his theories of hypothetical reasoning and semiotics—can be used to guide and improve qualitative research. Every qualitatively-minded sociologist should consider their strong, well-crafted argument.” —Neil Gross, author of Richard Rorty: The Making of an American Philosopher “In this ground-breaking book, Tavory and Timmermans open a new direction for qualitative inquiry that cuts across current internal divisions and debates. By reframing the logic and process of making sense of data within a pragmatic approach, they give new life to the craft of theorizing. Thoughtful and intellectually exciting, Abductive Analysis is both inspired and inspiring.” —Diane Vaughan, author of The Challenger Launch Decision: Risky Technology, Culture, and Deviance at NASA

Author : P.A. Flach
Publisher : Springer Science & Business Media
ISBN 13 : 9401706069
Total Pages : 317 pages
Book Rating : 4.63/5 ( download)

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Download or read book Abduction and Induction written by P.A. Flach and published by Springer Science & Business Media. This book was released on 2013-04-18 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now call abduction and induction. Deduction is now fairly well understood, but abduction and induction have eluded a similar level of understanding. The papers collected here address the relationship between abduction and induction and their possible integration. The approach is sometimes philosophical, sometimes that of pure logic, and some papers adopt the more task-oriented approach of AI. The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general.

Author : Yun Peng
Publisher : Springer Science & Business Media
ISBN 13 : 1441986820
Total Pages : 285 pages
Book Rating : 4.25/5 ( download)

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Download or read book Abductive Inference Models for Diagnostic Problem-Solving written by Yun Peng and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago.

Author : John R. Shook
Publisher : Springer Nature
ISBN 13 : 3030617734
Total Pages : 298 pages
Book Rating : 4.38/5 ( download)

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Download or read book Abduction in Cognition and Action written by John R. Shook and published by Springer Nature. This book was released on 2021-05-29 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers together novel essays on the state-of-the-art research into the logic and practice of abduction. In many ways, abduction has become established and essential to several fields, such as logic, cognitive science, artificial intelligence, philosophy of science, and methodology. In recent years this interest in abduction’s many aspects and functions has accelerated. There are evidently several different interpretations and uses for abduction. Many fundamental questions on abduction remain open. How is abduction manifested in human cognition and intelligence? What kinds or types of abduction can be discerned? What is the role for abduction in inquiry and mathematical discovery? The chapters aim at providing answer to these and other current questions. Their contributors have been at the forefront of discussions on abduction, and offer here their updated approaches to the issues that they consider central to abduction’s contemporary relevance. The book is an essential reading for any scholar or professional keeping up with disciplines impacted by the study of abductive reasoning, and its novel development and applications in various fields.

Author : Erik J. Larson
Publisher : Harvard University Press
ISBN 13 : 0674983513
Total Pages : 321 pages
Book Rating : 4.19/5 ( download)

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Download or read book The Myth of Artificial Intelligence written by Erik J. Larson and published by Harvard University Press. This book was released on 2021-04-06 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.