Name: Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition (en Inglés)
Price: 286707.00 COP
Availability: InStock
Author: David A. Klein
ISBN: 9781138876262

portada Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition (en Inglés)

Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition (en Inglés)

Formato

Libro Físico

Editorial

Routledge

Autor

David A. Klein

Año

2019

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9781138876262

N° edición

Categorías

Sistemas expertos/sistemas basados en el conocimiento

Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition (en Inglés)

David A. Klein (Autor) · Routledge · Tapa Blanda

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Reseña del libro "Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition (en Inglés)"

This book presents a framework for building intelligent systems based on the mathematical decision models of Decision Analysis. The author provides new techniques for automated explanation and knowledge acquisition in formally sound systems that reason about complex tradeoffs in decisions. Also included are specifications for implementing these techniques in computer programs, along with demonstration applications in marketing, process control, and medicine. Readers with an interest in artificial intelligence will gain a foundation for building formally justifiable, intelligible, modifiable systems for computing decisions involving multiple considerations, with applications across a variety of domains. Beyond decision models, the methodology of the work reported suggests a more general approach to employing formal mathematical models in transparent intelligent systems. Decision-analysis experts will find a collection of methods for explaining decision-analytic advice to clients in intuitive terms, for simplifying parameter assessment, and for managing changing preferences over time. The book provides sufficient background material to promote understanding by readers who may be unfamiliar with artificial intelligence, with decision analysis, or with both fields, and such material is labeled to increase the well-versed reader's efficiency in skipping particular sections.