Conditionals In Nonmonotonic Reasoning And Belief Revision
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Conditionals In Nonmonotonic Reasoning And Belief Revision
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Author : Gabriele Kern-Isberner
language : en
Publisher: Springer
Release Date : 2003-06-29
Conditionals In Nonmonotonic Reasoning And Belief Revision written by Gabriele Kern-Isberner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-29 with Computers categories.
Conditionals are omnipresent, in everyday life as well as in scientific environments; they represent generic knowledge acquired inductively or learned from books. They tie a flexible and highly interrelated network of connections along which reasoning is possible and which can be applied to different situations. Therefore, conditionals are important, but also quite problematic objects in knowledge representation. This book presents a new approach to conditionals which captures their dynamic, non-proportional nature particularly well by considering conditionals as agents shifting possible worlds in order to establish relationships and beliefs. This understanding of conditionals yields a rich theory which makes complex interactions between conditionals transparent and operational. Moreover,it provides a unifying and enhanced framework for knowledge representation, nonmonotonic reasoning, belief revision,and even for knowledge discovery.
Conditionals In Nonmonotonic Reasoning And Belief Revision
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Author : Gabriele Kern-Isberner
language : en
Publisher:
Release Date : 2014-01-15
Conditionals In Nonmonotonic Reasoning And Belief Revision written by Gabriele Kern-Isberner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Nonmonotonic Reasoning Belief Revision And Conditional Logic
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Author : Wayne Wobcke
language : en
Publisher:
Release Date : 1990
Nonmonotonic Reasoning Belief Revision And Conditional Logic written by Wayne Wobcke and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Logic, Symbolic and mathematical categories.
For The Sake Of The Argument
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Author : Isaac Levi
language : en
Publisher: Cambridge University Press
Release Date : 1996-01-26
For The Sake Of The Argument written by Isaac Levi and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-01-26 with Mathematics categories.
Suppositions made "for the sake of the argument" sometimes conflict with our beliefs, and when they do, some beliefs are rejected and others retained. Thanks to such hypothetical belief contravention, adding content to a supposition can undermine conclusions reached without it. Subversion can also arise because suppositional reasoning is ampliative. These two types of nonmonotonicity are the focus of this book.
Belief Revision
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Author : Peter Gärdenfors
language : en
Publisher: Cambridge University Press
Release Date : 2003-12-04
Belief Revision written by Peter Gärdenfors and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-12-04 with Computers categories.
Belief revision is a topic of much interest in theoretical computer science and logic, and it forms a central problem in research into artificial intelligence. This book contains a collection of research articles on belief revision that are right up to date and an introductory chapter that presents a survey of current research in the area and the fundamentals of the theory.
Belief Revision
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Author : Fouad Sabry
language : en
Publisher: One Billion Knowledgeable
Release Date : 2023-06-30
Belief Revision written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-30 with Computers categories.
What Is Belief Revision The process of altering one's views in order to take into account a new piece of knowledge is referred to as belief revision. Philosophy, database design, and artificial intelligence are all areas of study that are contributing to research on the logical formalization of belief revision for the construction of rational beings. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Belief revision Chapter 2: Axiom Chapter 3: Deductive reasoning Chapter 4: Abductive reasoning Chapter 5: Inductive logic programming Chapter 6: Non-monotonic logic Chapter 7: Description logic Chapter 8: Dempster-Shafer theory Chapter 9: Default logic Chapter 10: Epistemic modal logic (II) Answering the public top questions about belief revision. (III) Real world examples for the usage of belief revision in many fields. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of belief revision. What is Artificial Intelligence Series The artificial intelligence book series provides comprehensive coverage in over 200 topics. Each ebook covers a specific Artificial Intelligence topic in depth, written by experts in the field. The series aims to give readers a thorough understanding of the concepts, techniques, history and applications of artificial intelligence. Topics covered include machine learning, deep learning, neural networks, computer vision, natural language processing, robotics, ethics and more. The ebooks are written for professionals, students, and anyone interested in learning about the latest developments in this rapidly advancing field. The artificial intelligence book series provides an in-depth yet accessible exploration, from the fundamental concepts to the state-of-the-art research. With over 200 volumes, readers gain a thorough grounding in all aspects of Artificial Intelligence. The ebooks are designed to build knowledge systematically, with later volumes building on the foundations laid by earlier ones. This comprehensive series is an indispensable resource for anyone seeking to develop expertise in artificial intelligence.
Conditionals Information And Inference
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Author : Gabriele Kern-Isberner
language : en
Publisher: Springer
Release Date : 2005-05-13
Conditionals Information And Inference written by Gabriele Kern-Isberner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-05-13 with Computers categories.
Conditionals are fascinating and versatile objects of knowledge representation. On the one hand, they may express rules in a very general sense, representing, for example, plausible relationships, physical laws, and social norms. On the other hand, as default rules or general implications, they constitute a basic tool for reasoning, even in the presence of uncertainty. In this sense, conditionals are intimately connected both to information and inference. Due to their non-Boolean nature, however, conditionals are not easily dealt with. They are not simply true or false — rather, a conditional “if A then B” provides a context, A, for B to be plausible (or true) and must not be confused with “A entails B” or with the material implication “not A or B.” This ill- trates how conditionals represent information, understood in its strict sense as reduction of uncertainty. To learn that, in the context A, the proposition B is plausible, may reduce uncertainty about B and hence is information. The ab- ity to predict such conditioned propositions is knowledge and as such (earlier) acquired information. The ?rst work on conditional objects dates back to Boole in the 19th c- tury, and the interest in conditionals was revived in the second half of the 20th century, when the emerging Arti?cial Intelligence made claims for appropriate formaltoolstohandle“generalizedrules.”Sincethen,conditionalshavebeenthe topic of countless publications, each emphasizing their relevance for knowledge representation, plausible reasoning, nonmonotonic inference, and belief revision.
A Logical Theory Of Nonmonotonic Inference And Belief Change
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Author : Alexander Bochman
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14
A Logical Theory Of Nonmonotonic Inference And Belief Change written by Alexander Bochman 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 2013-03-14 with Computers categories.
This is the first book that integrates nonmonotonic reasoning and belief change into a single framework from an artificial intelligence logic point-of-view. The approach to both these subjects is based on a powerful notion of an epistemic state that subsumes both existing models for nonmonotonic inference and current models for belief change. Many results and constructions in the book are completely new and have not appeared earlier in the literature.
Ki 2020 Advances In Artificial Intelligence
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Author : Ute Schmid
language : en
Publisher: Springer Nature
Release Date : 2020-09-08
Ki 2020 Advances In Artificial Intelligence written by Ute Schmid and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-08 with Computers categories.
This book constitutes the refereed proceedings of the 43rd German Conference on Artificial Intelligence, KI 2020, held in Bamberg, Germany, in September 2020. The 16 full and 12 short papers presented together with 6 extended abstracts in this volume were carefully reviewed and selected from 62 submissions. As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research. KI 2020 had a special focus on human-centered AI with highlights on AI and education and explainable machine learning. Due to the Corona pandemic KI 2020 was held as a virtual event.
Foundations Of Information And Knowledge Systems
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Author : Arne Meier
language : en
Publisher: Springer Nature
Release Date :
Foundations Of Information And Knowledge Systems written by Arne Meier and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.