Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions

Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions
Author :
Publisher : IOS Press
Total Pages : 186
Release :
ISBN-10 : 9781643681634
ISBN-13 : 164368163X
Rating : 4/5 (63X Downloads)

Book Synopsis Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions by : S. Kutsch

Download or read book Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions written by S. Kutsch and published by IOS Press. This book was released on 2021-02-09 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: A core problem in Artificial Intelligence is the modeling of human reasoning. Classic-logical approaches are too rigid for this task, as deductive inference yielding logically correct results is not appropriate in situations where conclusions must be drawn based on the incomplete or uncertain knowledge present in virtually all real world scenarios. Since there are no mathematically precise and generally accepted definitions for the notions of plausible or rational, the question of what a knowledge base consisting of uncertain rules entails has long been an issue in the area of knowledge representation and reasoning. Different nonmonotonic logics and various semantic frameworks and axiom systems have been developed to address this question. The main theme of this book, Knowledge Representation and Inductive Reasoning using Conditional Logic and Sets of Ranking Functions, is inductive reasoning from conditional knowledge bases. Using ordinal conditional functions as ranking models for conditional knowledge bases, the author studies inferences induced by individual ranking models as well as by sets of ranking models. He elaborates in detail the interrelationships among the resulting inference relations and shows their formal properties with respect to established inference axioms. Based on the introduction of a novel classification scheme for conditionals, he also addresses the question of how to realize and implement the entailment relations obtained. In this work, “Steven Kutsch convincingly presents his ideas, provides illustrating examples for them, rigorously defines the introduced concepts, formally proves all technical results, and fully implements every newly introduced inference method in an advanced Java library (...). He significantly advances the state of the art in this field.” – Prof. Dr. Christoph Beierle of the FernUniversität in Hagen


Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions Related Books

Knowledge Representation and Inductive Reasoning Using Conditional Logic and Sets of Ranking Functions
Language: en
Pages: 186
Authors: S. Kutsch
Categories: Computers
Type: BOOK - Published: 2021-02-09 - Publisher: IOS Press

DOWNLOAD EBOOK

A core problem in Artificial Intelligence is the modeling of human reasoning. Classic-logical approaches are too rigid for this task, as deductive inference yie
Shallow Discourse Parsing for German
Language: en
Pages: 188
Authors: P. Bourgonje
Categories: Computers
Type: BOOK - Published: 2021-07-13 - Publisher: IOS Press

DOWNLOAD EBOOK

The last few decades have seen impressive improvements in several areas of Natural Language Processing. Nevertheless, getting a computer to make sense of the di
Flexible Workflows
Language: en
Pages: 340
Authors: L. Grumbach
Categories: Computers
Type: BOOK - Published: 2023-07-07 - Publisher: IOS Press

DOWNLOAD EBOOK

Traditional workflow management systems support the fulfillment of business tasks by providing guidance along a predefined workflow model. Due to the shift from
Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability
Language: en
Pages: 368
Authors: K. Sauerwald
Categories: Computers
Type: BOOK - Published: 2022-11-03 - Publisher: IOS Press

DOWNLOAD EBOOK

One of the core problems in artificial intelligence is the modelling of human reasoning and intelligent behaviour. The representation of knowledge, and reasonin
From Narratology to Computational Story Composition and Back
Language: en
Pages: 362
Authors: L. Berov
Categories: Computers
Type: BOOK - Published: 2023-03-10 - Publisher: IOS Press

DOWNLOAD EBOOK

Although both deal with narratives, the two disciplines of Narrative Theory (NT) and Computational Story Composition (CSC) rarely exchange insights and ideas or