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Human Reasoning and Cognitive Science

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Release : 2012-01-13
Genre : Medical
Kind : eBook
Book Rating : 536/5 ( reviews)

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Book Synopsis Human Reasoning and Cognitive Science by : Keith Stenning

Download or read book Human Reasoning and Cognitive Science written by Keith Stenning. This book was released on 2012-01-13. Available in PDF, EPUB and Kindle. Book excerpt: A new proposal for integrating the employment of formal and empirical methods in the study of human reasoning. In Human Reasoning and Cognitive Science, Keith Stenning and Michiel van Lambalgen—a cognitive scientist and a logician—argue for the indispensability of modern mathematical logic to the study of human reasoning. Logic and cognition were once closely connected, they write, but were “divorced” in the past century; the psychology of deduction went from being central to the cognitive revolution to being the subject of widespread skepticism about whether human reasoning really happens outside the academy. Stenning and van Lambalgen argue that logic and reasoning have been separated because of a series of unwarranted assumptions about logic. Stenning and van Lambalgen contend that psychology cannot ignore processes of interpretation in which people, wittingly or unwittingly, frame problems for subsequent reasoning. The authors employ a neurally implementable defeasible logic for modeling part of this framing process, and show how it can be used to guide the design of experiments and interpret results.

Bayesian Rationality

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Release : 2007-02-22
Genre : Philosophy
Kind : eBook
Book Rating : 498/5 ( reviews)

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Book Synopsis Bayesian Rationality by : Mike Oaksford

Download or read book Bayesian Rationality written by Mike Oaksford. This book was released on 2007-02-22. Available in PDF, EPUB and Kindle. Book excerpt: For almost 2,500 years, the Western concept of what is to be human has been dominated by the idea that the mind is the seat of reason - humans are, almost by definition, the rational animal. In this text a more radical suggestion for explaining these puzzling aspects of human reasoning is put forward.

Reasoning Processes in Humans and Computers

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Release : 2003-02-28
Genre : Computers
Kind : eBook
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Book Synopsis Reasoning Processes in Humans and Computers by : Morton Wagman

Download or read book Reasoning Processes in Humans and Computers written by Morton Wagman. This book was released on 2003-02-28. Available in PDF, EPUB and Kindle. Book excerpt: Advancing research in artificial intelligence is creating reasoning systems that increasingly emulate or surpass the power of human reasoning. This volume presents a critical analysis of current theory and research in psychological and computational sciences addressing reasoning processes. Distinguished from narrowly technical books on the one hand, and from general philosophical books on the other, this work gives a broad, structured, detailed, and critical account of advancing intellectual developments in theories on the nature of reasoning. Of special interest is the conclusion that artificial intelligence reasoning systems are deepening and broadening theories of human reasoning. A unified theory of intelligent reasoning encompassing natural and computational systems is an important current objective of cognitive science. Reasoning systems such as the CHARADE program, which simulates the course of inductive reasoning leading to medical discoveries, and the CONSYDERR program, which executes the robust theory of common sense reasoning, are important demonstrations of the feasibility of a unified theory of human and artificial intelligence.

Rationality in an Uncertain World

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Release : 1998
Genre : Psychology
Kind : eBook
Book Rating : 345/5 ( reviews)

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Book Synopsis Rationality in an Uncertain World by : Mike Oaksford

Download or read book Rationality in an Uncertain World written by Mike Oaksford. This book was released on 1998. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together an influential sequence of papers that argue for a radical re-conceptualisation of the psychology of inference, and of cognitive science more generally. The papers demonstrate that the thesis that logic provides the basis of human inference is central to much cognitive science, although the commitment to this view is often implicit. They then note that almost all human inference is uncertain, whereas logic is the calculus of certain inference. This mismatch means that logic is not the appropriate model for human thought. Oaksford and Chater's argument draws on research in computer science, artificial intelligence and philosophy of science, in addition to experimental psychology. The authors propose that probability theory, the calculus of uncertain inference, provides a more appropriate model for human thought. They show how a probabilistic account can provide detailed explanations of experimental data on Wason's selection task, which many have viewed as providing a paradigmatic demonstration of human irrationality. Oaksford and Chater show that people's behaviour appears irrational only from a logical point of view, whereas it is entirely rational from a probabilistic perspective. The shift to a probabilistic framework for human inference has significant implications for the psychology of reasoning, cognitive science more generally, and forour picture of ourselves as rational agents.

Rationality In An Uncertain World

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Release : 2004-08-02
Genre : Psychology
Kind : eBook
Book Rating : 754/5 ( reviews)

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Book Synopsis Rationality In An Uncertain World by : Nick Chater

Download or read book Rationality In An Uncertain World written by Nick Chater. This book was released on 2004-08-02. Available in PDF, EPUB and Kindle. Book excerpt: The essays in this work focus on problems with logic-based approaches to human reasoning, showing how a probablistic approach can provide a more psychologically plausible, computationally viable and philosophically respectable account of human

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