Title Fusion methodologies in crisis management : higher level fusion and decision making / Galina Rogova, Peter Scott, editors

Published Cham : Springer, 2016

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Description 1 online resource (xvi, 549 pages) : illustrations (some color) Contents Part I Information fusion, decision making, and crisis management -- Part II Methods of crisis domain representation -- Part III Uncertainty representation -- Part IV Information quality and fusion processes -- Part V Computational approaches to reasoning about situations and threat -- Part VI Decision making for situation management -- Part VII Specific crisis scenarios in the domains of homeland security, epidemics, and natural disasters with application of the methods and processes discussed in the book -- Part VIII Challenges and future research directions for designing and integrating higher level fusion and decision making processes for crisis management Summary 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 Notes Includes index Bibliography Includes bibliographical references and index Notes English Online resource; title from PDF title page (SpringerLink, viewed January 27, 2016) Subject Crisis management -- Methodology Natural disasters. Computer networking & communications. Public administration. Communications engineering -- telecommunications. Reliability engineering. BUSINESS & ECONOMICS -- Industrial Management. BUSINESS & ECONOMICS -- Management. BUSINESS & ECONOMICS -- Management Science. BUSINESS & ECONOMICS -- Organizational Behavior. Computers Electrical engineering Engineering Industrial safety Natural disasters Public administration Quality control Reliability Form Electronic book Author Rogova, Galina, editor. Scott, Peter, editor ISBN 9783319225272 3319225278

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