Analogy for Automated Reasoning PDF Download
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Author: Stephen G. Owen
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 264
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Book Description
Automated reasoning is a central concern of artificial intelligence. Stephen Owen is concerned with automated analogical reasoning. This book outlines how analogies can be exploited for a verifiable purpose--to solve new problems. The aim is to provide an understanding of analogy as a phenomenon for artificial intelligence and consequently to use analogy for building better problem solvers.
Author: Stephen G. Owen
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 264
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Book Description
Automated reasoning is a central concern of artificial intelligence. Stephen Owen is concerned with automated analogical reasoning. This book outlines how analogies can be exploited for a verifiable purpose--to solve new problems. The aim is to provide an understanding of analogy as a phenomenon for artificial intelligence and consequently to use analogy for building better problem solvers.
Author: Stephen G. Owen
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 268
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Book Description
Automated reasoning is a central concern of artificial intelligence. Stephen Owen is concerned with automated analogical reasoning. This book outlines how analogies can be exploited for a verifiable purpose--to solve new problems. The aim is to provide an understanding of analogy as a phenomenon for artificial intelligence and consequently to use analogy for building better problem solvers.
Author: Mateja Jamnik
Publisher:
ISBN:
Category : Mathematics
Languages : en
Pages :
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Book Description
Author: D.H. Helman
Publisher: Springer Science & Business Media
ISBN: 9401578117
Category : Philosophy
Languages : en
Pages : 422
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Book Description
In the last few years, there has been an enormous amount of activity in the study of analogy and metaphor. This is partly because of an interest of artificial intelligence researchers in simulating learning processes using analogy. It also arises from critical examinations of standard theories in the philosophy of language, with their inbuilt literal/meta phoric distinction. This volume consists of recent previously unpub lished work in this area, with a particular emphasis upon the role of analogies in reasoning and, more generally, their role in thought and language. The papers are contributed by philosophers, computer scientists, cognitive scientists and literary critics. Researchers in these fields whose focus is the study of analogy and metaphor will find much of interest in this volume. These essays can also serve as an introduction to some of the major approaches taken in the investigation of analogy. As noted, this volume brings together the work of researchers in several different disciplines. The various approaches taken with respect to the understanding of analogy tend to be rather different, however, the articles suggest a common conclusion. Analogy and metaphor pervade thought and language; their close investigation thus constitutes a valuable contribution to our understanding of persons. DAVID H. HELMAN Case Western Reserve University vii PART I CONCEPTUAL AND CATEGORICAL THEORIES OF ANALOGICAL UNDERSTANDING MARK TURNER CATEGORIES AND ANALOGIES I want to pursue the following claims: The way we categorize helps explain the way we recognize a statement as an analogy.
Author: International Joint Conferences on Artificial Intelligence
Publisher: Morgan Kaufmann
ISBN: 9781558604803
Category : Artificial intelligence
Languages : en
Pages : 1720
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Book Description
Author: Manuela M. Veloso
Publisher: Springer Science & Business Media
ISBN: 9783540588115
Category : Computers
Languages : en
Pages : 204
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Book Description
This research monograph describes the integration of analogical and case-based reasoning into general problem solving and planning as a method of speedup learning. The method, based on derivational analogy, has been fully implemented in PRODIGY/ANALOGY and proven in practice to be amenable to scaling up, both in terms of domain and problem complexity. In this work, the strategy-level learning process is cast for the first time as the automation of the complete cycle of construction, storing, retrieving, and flexibly reusing problem solving experience. The algorithms involved are presented in detail and numerous examples are given. Thus the book addresses researchers as well as practitioners.
Author: Andrei Voronkov
Publisher: Springer Science & Business Media
ISBN: 9783540557272
Category : Computers
Languages : en
Pages : 532
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Book Description
This volume contains the proceedings of LPAR '92, the international conference on logic programming and automated reasoning held in St. Petersburg in July 1992. The aim of the conference was to bring together researchers from the Russian and the international logic programming and theorem proving communities. The topics of interest covered by papers inthe volume include automated theorem proving, non-monotonic reasoning, applications of mathematical logic to computer science, deductive databases, implementation of declarative concepts, and programming in non-classical logics. LPAR '92 is the successor of the First and Second Russian Conferences on Logic Programming held in 1990 and 1991, respectively, the proceedings of which were publishedin LNAI Vol. 592.
Author: Henri Prade
Publisher: Springer
ISBN: 3642545165
Category : Technology & Engineering
Languages : en
Pages : 395
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Book Description
Analogical reasoning is known as a powerful mode for drawing plausible conclusions and solving problems. It has been the topic of a huge number of works by philosophers, anthropologists, linguists, psychologists, and computer scientists. As such, it has been early studied in artificial intelligence, with a particular renewal of interest in the last decade. The present volume provides a structured view of current research trends on computational approaches to analogical reasoning. It starts with an overview of the field, with an extensive bibliography. The 14 collected contributions cover a large scope of issues. First, the use of analogical proportions and analogies is explained and discussed in various natural language processing problems, as well as in automated deduction. Then, different formal frameworks for handling analogies are presented, dealing with case-based reasoning, heuristic-driven theory projection, commonsense reasoning about incomplete rule bases, logical proportions induced by similarity and dissimilarity indicators, and analogical proportions in lattice structures. Lastly, the volume reports case studies and discussions about the use of similarity judgments and the process of analogy making, at work in IQ tests, creativity or other cognitive tasks. This volume gathers fully revised and expanded versions of papers presented at an international workshop‚ as well as invited contributions. All chapters have benefited of a thorough peer review process.
Author: Jürgen Richter-Gebert
Publisher: Springer Science & Business Media
ISBN: 3540425985
Category : Computers
Languages : en
Pages : 333
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Book Description
This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Automated Deduction in Geometry, ADG 2000, held in Zurich, Switzerland, in September 2000. The 16 revised full papers and two invited papers presented were carefully selected for publication during two rounds of reviewing and revision from a total of initially 31 submissions. Among the issues addressed are spatial constraint solving, automated proving of geometric inequalities, algebraic proof, semi-algebraic proofs, geometrical reasoning, computational synthetic geometry, incidence geometry, and nonstandard geometric proofs.
Author: Michael A. McRobbie
Publisher: Springer Science & Business Media
ISBN: 9783540615118
Category : Computers
Languages : en
Pages : 790
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Book Description
This book constitutes the refereed proceedings of the 13th International Conference on Automated Deduction, CADE-13, held in July/August 1996 in New Brunswick, NJ, USA, as part of FLoC '96. The volume presents 46 revised regular papers selected from a total of 114 submissions in this category; also included are 15 selected system descriptions and abstracts of two invited talks. The CADE conferences are the major forum for the presentation of new results in all aspects of automated deduction. Therefore, the volume is a timely report on the state-of-the-art in the area.
