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Knowledge engineering : building personal learning assistants for evidence-based reasoning

Author: Gheorghe Tecuci; Dorin Marcu; Mihai Boicu; David A Schum
Publisher: Cambridge : Cambridge University Press, 2016
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This book presents a significant advancement in knowledge engineering based on learning agent technology. Using the software Disciple-EBR, students, practitioners, and researchers can rapidly develop  Read more...

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Additional Physical Format: Erscheint auch als:
Tecuci, Gheorghe, 1954
Knowledge engineering
New York : Cambridge University Press, 2016
1 Online-Ressource (xxiv, 455 pages)
Online-Ausgabe
Document Type: Book
All Authors / Contributors: Gheorghe Tecuci; Dorin Marcu; Mihai Boicu; David A Schum
ISBN: 9781107122567 1107122562
OCLC Number: 953256556
Notes: Includes bibliographical references and index.
Description: 1 volume. : illustrations (colour) ; 26 cm.
Contents: 1. Introduction; 2. Evidence-based reasoning: connecting the dots; 3. Methodologies and tools for agent design and development; 4. Modeling the problem-solving process; 5. Ontologies; 6. Ontology design and development; 7. Reasoning with ontologies and rules; 8. Learning for knowledge-based agents; 9. Rule learning; 10. Rule refinement; 11. Abstraction of reasoning; 12. Disciple agents; 13. Design principles for cognitive assistants.
Responsibility: Gheorghe Tecuci, Dorin Marcu, Mihai Boicu, David Schum.

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'At the pole opposite to statistical machine learning lies disciplined knowledge engineering. This book gives a new and comprehensive journey on the approach to AI as symbol manipulation, putting Read more...

 
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