Uncertainty Management in Information Systems

Uncertainty Management in Information Systems

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As its title suggests, qUncertainty Management in Information Systemsq is a book about how information systems can be made to manage information permeated with uncertainty. This subject is at the intersection of two areas of knowledge: information systems is an area that concentrates on the design of practical systems that can store and retrieve information; uncertainty modeling is an area in artificial intelligence concerned with accurate representation of uncertain information and with inference and decision-making under conditions infused with uncertainty. New applications of information systems require stronger capabilities in the area of uncertainty management. Our hope is that lasting interaction between these two areas would facilitate a new generation of information systems that will be capable of servicing these applications. Although there are researchers in information systems who have addressed themselves to issues of uncertainty, as well as researchers in uncertainty modeling who have considered the pragmatic demands and constraints of information systems, to a large extent there has been only limited interaction between these two areas. As the subtitle, qFrom Needs to Solutions, q indicates, this book presents view points of information systems experts on the needs that challenge the uncer tainty capabilities of present information systems, and it provides a forum to researchers in uncertainty modeling to describe models and systems that can address these needs.Computer Auditing, Security, and Internal Control Manual. Prentice Hall, 1987. ... In Proceedings of the Sixth International Working Conference on Scientific and Statistical Database Management (Ascona, Switzerland), 1992. C. B. Lawrenceanbsp;...


Title:Uncertainty Management in Information Systems
Author: Amihai Motro, Philippe Smets
Publisher:Springer Science & Business Media - 2012-12-06
ISBN-13:

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