An Introduction to Knowledge Engineering

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Sprache: Englisch

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Beschreibung

The authors use a refreshing and novel 'workbook' writing style which gives the book a very practical and easy to use feel. It includes methodologies for the development of hybrid information systems, covers neural networks; case based reasoning and genetic algorithms as well as expert systems. Numerous pointers to web based resources and current research are also included. The content of the book has been successfully used by undergraduates around the world. It is aimed at undergraduates and a strong math background is not required. It is beneficial for undergraduate/postgraduate students in computing science and related disciplines i.e. Knowledge Engineering, Artificial Intelligence, Intelligent Systems, Robotics and Cybernetics.

Zusammenfassung

Inhaltsverzeichnis

An Introduction to Knowledge Engineering.- Data, Information and Knowledge.- Skills of a Knowledge Engineer.- An Introduction to Knowledge Based Systems.- Types of Knowledge Based System-Expert Systems.- Neural Networks.- Case Based Reasoning.-Genetic Algorithms.- Intelligent Agents.- Data Mining-Knowledge Acquisition.- Knowledge Representation and Reasoning.- Using Knowledge.- Logic, Rules and Representation.- Developing Rule Based Systems.- Semantic Networks.- Frames.- Expert System Shells, Environments and Languages 169.- Expert System Shells.- Expert System Development Environments.- Use of AI Languages.- Lifecycles and Methodologies.- The Need for Methodologies.- Blackboard Architectures.- Problem Solving Methods.- KADS-HyM (the Hybrid Methodology).- Building a well Structured Application Using Aion BRE.- Uncertain Reasoning.- Hybrid Knowledge.- Based Systems.- Index.

Details

Erscheinungsjahr:	2006
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	x 290 S. 33 s/w Illustr. 290 p. 33 illus.
ISBN-13:	9781846284755
ISBN-10:	1846284759
Sprache:	Englisch
Herstellernummer:	11749172
Einband:	Kartoniert / Broschiert
Autor:	Kendal, Simon Creen, Malcolm
Hersteller:	Springer Springer-Verlag London Ltd.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	233 x 155 x 17 mm
Von/Mit:	Simon Kendal (u. a.)
Erscheinungsdatum:	04.10.2006
Gewicht:	0,454 kg