LEADER 04997nam 22007575 450 001 9910253974303321 005 20200706235605.0 010 $a3-319-22527-8 024 7 $a10.1007/978-3-319-22527-2 035 $a(CKB)3710000000577020 035 $a(EBL)4354327 035 $a(SSID)ssj0001606956 035 $a(PQKBManifestationID)16316130 035 $a(PQKBTitleCode)TC0001606956 035 $a(PQKBWorkID)14895902 035 $a(PQKB)10777502 035 $a(DE-He213)978-3-319-22527-2 035 $a(MiAaPQ)EBC4354327 035 $a(PPN)191696471 035 $a(EXLCZ)993710000000577020 100 $a20160121d2016 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aFusion Methodologies in Crisis Management $eHigher Level Fusion and Decision Making /$fedited by Galina Rogova, Peter Scott 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (544 p.) 300 $aDescription based upon print version of record. 311 $a3-319-22526-X 320 $aIncludes bibliographical references and index. 327 $aPart 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. 330 $aThis 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. 606 $aQuality control 606 $aReliability 606 $aIndustrial safety 606 $aNatural disasters 606 $aComputers 606 $aPublic administration 606 $aElectrical engineering 606 $aQuality Control, Reliability, Safety and Risk$3https://scigraph.springernature.com/ontologies/product-market-codes/T22032 606 $aNatural Hazards$3https://scigraph.springernature.com/ontologies/product-market-codes/G32000 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 606 $aPublic Administration$3https://scigraph.springernature.com/ontologies/product-market-codes/W34030 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 615 0$aQuality control. 615 0$aReliability. 615 0$aIndustrial safety. 615 0$aNatural disasters. 615 0$aComputers. 615 0$aPublic administration. 615 0$aElectrical engineering. 615 14$aQuality Control, Reliability, Safety and Risk. 615 24$aNatural Hazards. 615 24$aInformation Systems and Communication Service. 615 24$aPublic Administration. 615 24$aCommunications Engineering, Networks. 676 $a620 702 $aRogova$b Galina$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aScott$b Peter$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910253974303321 996 $aFusion Methodologies in Crisis Management$91545054 997 $aUNINA