Fusion methodologies in crisis management [electronic resource] : higher level fusion and decision making / Galina Rogova, Peter Scott, editors.

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Fusion methodologies in crisis management [electronic resource] : higher level fusion and decision making / Galina Rogova, Peter Scott, editors.

9783319225272 (electronic book)
3319225278 (electronic book)
9783319225265
331922526X

Cham : Springer, 2016.

English

1 online resource (xvi, 549 pages) : illustrations.

10.1007/978-3-319-22527-2 doi

HD49

658.4/056

This book emphasizes a contemporary view on the role of higher level fusion in designing crisis management systems. It provides the formal foundations, architecture, and implementation strategies required for building dynamic current and future situational pictures. It goes on to discuss the state-of-the-art computational approaches to designing such processes and their inherent challenges. This book integrates recent advances in decision theory with those in fusion methodology to define an end-to-end framework for decision support in crisis management. The text discusses modern fusion and decision support methods for dealing with heterogeneous and often unreliable, low fidelity, contradictory, and redundant data and information, as well as rare, unknown, unconventional or even unimaginable critical situations. The book also examines the role of context in situation management, cognitive aspects of decision making and situation management, approaches to domain representation, visualization, as well as the role and exploitation of the social media. The editors include examples and case studies from the field of disaster management. · Discusses decision making in extreme and rare situations · Presents method of representing and controlling information quality · Examines context exploitation and discovery for situation management . Provides opportunities and complexities of integrating social media in crisis management.

Includes index.

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Online resource; title from PDF title page (SpringerLink, viewed January 27, 2016).

Print version: 9783319225265

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