Decision-Analytic Intelligent Systems

Automated Explanation and Knowledge Acquisition

Nonfiction, Health & Well Being, Psychology, Cognitive Psychology
Cover of the book Decision-Analytic Intelligent Systems by David A. Klein, Taylor and Francis
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: David A. Klein ISBN: 9781134768530
Publisher: Taylor and Francis Publication: February 1, 2013
Imprint: Routledge Language: English
Author: David A. Klein
ISBN: 9781134768530
Publisher: Taylor and Francis
Publication: February 1, 2013
Imprint: Routledge
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Taylor and Francis

Cover of the book The Future of Journalism in the Advanced Democracies by David A. Klein
Cover of the book Inclusion and Exclusion of Young Adult Migrants in Europe by David A. Klein
Cover of the book Confessions of the Nun of St Omer by David A. Klein
Cover of the book Tourism Policy and Planning by David A. Klein
Cover of the book Anxiety Between Desire and the Body by David A. Klein
Cover of the book Routledge Handbook of Cultural and Creative Industries in Asia by David A. Klein
Cover of the book Terrorism Today by David A. Klein
Cover of the book Social Group Work Today and Tomorrow by David A. Klein
Cover of the book War and Displacement in the Twentieth Century by David A. Klein
Cover of the book Dickens and Benjamin by David A. Klein
Cover of the book Schooled on Fat by David A. Klein
Cover of the book A Reappraisal of Economic Development by David A. Klein
Cover of the book English Words by David A. Klein
Cover of the book Religious Education and Religious Understanding by David A. Klein
Cover of the book The Magnificent Ride by David A. Klein
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy