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 Oppression and Resistance in Africa and the Diaspora by David A. Klein
Cover of the book New Foundations for Knowledge in Educational Administration, Policy, and Politics by David A. Klein
Cover of the book Churchill and Hitler by David A. Klein
Cover of the book Oliver Wendell Holmes and Fixations of Manliness by David A. Klein
Cover of the book Politics of Human Rights in Southeast Asia by David A. Klein
Cover of the book Social Science Research in India and the World by David A. Klein
Cover of the book Relationship Counselling - Sons and Their Mothers by David A. Klein
Cover of the book Ethiopia in Transit by David A. Klein
Cover of the book EU Enlargement, Region Building and Shifting Borders of Inclusion and Exclusion by David A. Klein
Cover of the book Violent Extremism Online by David A. Klein
Cover of the book Dying to be Men by David A. Klein
Cover of the book Men and Mothers by David A. Klein
Cover of the book Travels in Asia and Africa by David A. Klein
Cover of the book Promoting Party Politics in Emerging Democracies by David A. Klein
Cover of the book The Economy-Security Nexus in Northeast Asia 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