{"id":"https://openalex.org/W89038403","doi":null,"title":"Collaborative option awareness for emergency response decision making.","display_name":"Collaborative option awareness for emergency response decision making.","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W89038403","mag":"89038403"},"language":"en","primary_location":{"id":"mag:89038403","doi":null,"is_oa":false,"landing_page_url":"https://www.iupui.edu/~grappa/publications/Collaborative_Option_Awareness_Liu_et_al_2011_ISCRAM.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306514456","display_name":"ISCRAM","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"ISCRAM","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081211813","display_name":"Yikun Liu","orcid":"https://orcid.org/0000-0002-2280-7660","observed_orcids":["https://orcid.org/0000-0002-2280-7660","https://orcid.org/0009-0009-6873-5840"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yikun Liu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2280-7660","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086487802","display_name":"Sung Pil Moon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sung Pil Moon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033623242","display_name":"Mark S. Pfaff","orcid":"https://orcid.org/0000-0003-3111-4281","observed_orcids":["https://orcid.org/0000-0003-3111-4281"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark S. Pfaff","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3111-4281","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023550324","display_name":"Jill L. Drury","orcid":"https://orcid.org/0000-0002-5783-9494","observed_orcids":["https://orcid.org/0000-0002-5783-9494"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jill L. Drury","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5008436573","display_name":"Gary L. Klein","orcid":"https://orcid.org/0000-0001-7330-0598","observed_orcids":["https://orcid.org/0000-0001-7330-0598"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gary Klein","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7330-0598","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6988,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93924075,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.35600000619888306,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.35600000619888306,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.16220000386238098,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.10660000145435333,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emergency-response-decision-making","display_name":"emergency response decision-making","score":0.8159999847412109},{"id":"https://openalex.org/keywords/collaborative-decision-making","display_name":"collaborative decision-making","score":0.9549999833106995},{"id":"https://openalex.org/keywords/exploratory-modeling","display_name":"exploratory modeling","score":0.9399999976158142},{"id":"https://openalex.org/keywords/decision-confidence","display_name":"decision confidence","score":0.5460000038146973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223734617233276},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.5796351432800293},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5107171535491943},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4858958125114441},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.4646309018135071},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4595756232738495},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.45095694065093994},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.44224128127098083},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.43462440371513367},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.43141645193099976},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37161198258399963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21854525804519653},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08668848872184753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08308875560760498},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:89038403","doi":null,"is_oa":false,"landing_page_url":"https://www.iupui.edu/~grappa/publications/Collaborative_Option_Awareness_Liu_et_al_2011_ISCRAM.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306514456","display_name":"ISCRAM","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"ISCRAM","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W50242052","https://openalex.org/W118984178","https://openalex.org/W204526154","https://openalex.org/W607674676","https://openalex.org/W1570321471","https://openalex.org/W1973727966","https://openalex.org/W1975755294","https://openalex.org/W1990236116","https://openalex.org/W1991011913","https://openalex.org/W2027907079","https://openalex.org/W2042784239","https://openalex.org/W2059035699","https://openalex.org/W2072068494","https://openalex.org/W2082844431","https://openalex.org/W2096115687","https://openalex.org/W2109340098","https://openalex.org/W2110347216","https://openalex.org/W2117690866","https://openalex.org/W2135676158","https://openalex.org/W2139018057","https://openalex.org/W2151423756","https://openalex.org/W2158553842","https://openalex.org/W2319794630"],"related_works":["https://openalex.org/W35354325","https://openalex.org/W1966386927","https://openalex.org/W4255222602","https://openalex.org/W2042784239","https://openalex.org/W2185836898","https://openalex.org/W1998571077","https://openalex.org/W4407777358","https://openalex.org/W204526154","https://openalex.org/W7096902646","https://openalex.org/W156886565"],"abstract_inverted_index":{"We":[0,100,126],"have":[1,66],"been":[2],"using":[3],"exploratory":[4],"modeling":[5],"to":[6,60,85],"forecast":[7],"multiple":[8],"plausible":[9,74],"outcomes":[10,68],"for":[11,118],"a":[12,27,91],"set":[13,28],"of":[14,29,73,93,136],"decision":[15,87,98,113,131],"options":[16,63],"situated":[17],"in":[18,143],"the":[19,70,119,134],"emergency":[20],"response":[21],"domain.":[22],"Results":[23],"were":[24],"displayed":[25],"as":[26],"box-plots":[30],"illustrating":[31],"outcome":[32],"frequencies":[33],"distributed":[34],"across":[35,69],"an":[36,58,79],"evaluative":[37],"dimension":[38],"(e.g.,":[39],"cost,":[40],"score,":[41],"or":[42],"utility).":[43],"Our":[44],"previous":[45],"research":[46],"showed":[47],"that":[48,64,102,121],"such":[49,104],"displays":[50],"provide":[51],"what":[52],"we":[53],"termed":[54],"\u201coption":[55],"awareness\u201d":[56],"\u2013":[57],"ability":[59],"determine":[61],"robust":[62],"will":[65,106],"good":[67],"broadest":[71],"number":[72],"futures.":[75],"This":[76],"paper":[77],"describes":[78],"investigation":[80],"into":[81],"extending":[82],"this":[83],"approach":[84],"collaborative":[86,95,130],"making":[88],"by":[89],"providing":[90,103,129],"visualization":[92],"both":[94],"and":[96,139],"individual":[97],"spaces.":[99],"believe":[101],"visualizations":[105],"be":[107],"particularly":[108],"important":[109],"when":[110],"each":[111],"individual\u2019s":[112],"space":[114],"does":[115],"not":[116],"account":[117],"synergy":[120],"may":[122],"emerge":[123],"from":[124],"collaboration.":[125],"describe":[127],"how":[128],"spaces":[132],"improves":[133],"robustness":[135],"joint":[137],"decisions":[138],"engenders":[140],"high":[141],"confidence":[142],"these":[144],"decisions.":[145]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2016-06-24T00:00:00"}