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Fusion Methodologies in Crisis Management = Higher Level Fusion and Decision Making /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Fusion Methodologies in Crisis Management/ edited by Galina Rogova, Peter Scott.
其他題名:	Higher Level Fusion and Decision Making /
其他作者:	Rogova, Galina.
面頁冊數:	XVI, 549 p. 152 illus., 113 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Quality control. -
電子資源:	https://doi.org/10.1007/978-3-319-22527-2
ISBN:	9783319225272

Fusion Methodologies in Crisis Management = Higher Level Fusion and Decision Making /
Fusion Methodologies in Crisis ManagementHigher Level Fusion and Decision Making /[electronic resource] :edited by Galina Rogova, Peter Scott. - 1st ed. 2016. - XVI, 549 p. 152 illus., 113 illus. in color.online resource.

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.

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.

ISBN: 9783319225272

Standard No.: 10.1007/978-3-319-22527-2doiSubjects--Topical Terms:

573723
Quality control.

LC Class. No.: TA169.7

Dewey Class. No.: 658.56

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