{"id":"https://openalex.org/W4311533522","doi":"https://doi.org/10.3390/ijgi11120605","title":"A Spatio-Temporal Cognitive Framework for Individual Route Choice in Outdoor Evacuation Scenarios","display_name":"A Spatio-Temporal Cognitive Framework for Individual Route Choice in Outdoor Evacuation Scenarios","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4311533522","doi":"https://doi.org/10.3390/ijgi11120605"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi11120605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120605","pdf_url":"https://www.mdpi.com/2220-9964/11/12/605/pdf?version=1670492194","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/11/12/605/pdf?version=1670492194","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023947650","display_name":"Fei Gao","orcid":"https://orcid.org/0000-0002-2739-5634"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Fei Gao","raw_affiliation_strings":["Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany","State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0002-2739-5634","affiliations":[{"raw_affiliation_string":"Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077414358","display_name":"Zhiqiang Du","orcid":"https://orcid.org/0000-0002-8314-4354"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Du","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0002-8314-4354","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073835530","display_name":"Chenyu Fang","orcid":"https://orcid.org/0000-0002-5280-847X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chenyu Fang","raw_affiliation_strings":["Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044327991","display_name":"Lin Zhou","orcid":"https://orcid.org/0000-0002-2812-1096"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lin Zhou","raw_affiliation_strings":["Chair of Land Management, School of Engineering and Design, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2812-1096","affiliations":[{"raw_affiliation_string":"Chair of Land Management, School of Engineering and Design, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062987908","display_name":"Martin Werner","orcid":"https://orcid.org/0000-0002-6951-8022"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Werner","raw_affiliation_strings":["Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6951-8022","affiliations":[{"raw_affiliation_string":"Department of Aerospace and Geodesy, Professorship for Big Geospatial Data Management, Technical University of Munich, 85521 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077414358"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1893},"fwci":0.363,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5449496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"11","issue":"12","first_page":"605","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.7093003988265991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6558818817138672},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5917930603027344},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5459739565849304},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5167938470840454},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4835107624530792},{"id":"https://openalex.org/keywords/cognitive-map","display_name":"Cognitive map","score":0.448554128408432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3392166495323181},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12108868360519409}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.7093003988265991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558818817138672},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5917930603027344},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5459739565849304},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5167938470840454},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4835107624530792},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.448554128408432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3392166495323181},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12108868360519409},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/ijgi11120605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120605","pdf_url":"https://www.mdpi.com/2220-9964/11/12/605/pdf?version=1670492194","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bd82c0ea530746ca834443de4661a7c5","is_oa":true,"landing_page_url":"https://doaj.org/article/bd82c0ea530746ca834443de4661a7c5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 11, Iss 12, p 605 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/11/12/605/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi11120605","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information; Volume 11; Issue 12; Pages: 605","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1735362","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1735362","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi11120605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120605","pdf_url":"https://www.mdpi.com/2220-9964/11/12/605/pdf?version=1670492194","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G223125290","display_name":null,"funder_award_id":"41971347","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G3589962624","display_name":null,"funder_award_id":"202006270081","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G4629802356","display_name":"\u7efc\u5408\u51cf\u707e\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u65b9\u6cd5\u7814\u7a76","funder_award_id":"41971347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6405491434","display_name":null,"funder_award_id":"202006270081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311533522.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1572587293","https://openalex.org/W1760770978","https://openalex.org/W1977270149","https://openalex.org/W1978428418","https://openalex.org/W1988714574","https://openalex.org/W2049573393","https://openalex.org/W2069452601","https://openalex.org/W2091795836","https://openalex.org/W2093807174","https://openalex.org/W2108325470","https://openalex.org/W2115648661","https://openalex.org/W2117553866","https://openalex.org/W2589339609","https://openalex.org/W2726842553","https://openalex.org/W2732160506","https://openalex.org/W2784761632","https://openalex.org/W2886433618","https://openalex.org/W2904284246","https://openalex.org/W2938254757","https://openalex.org/W2941854795","https://openalex.org/W2969484346","https://openalex.org/W2972170500","https://openalex.org/W2975788157","https://openalex.org/W2977070027","https://openalex.org/W3008441192","https://openalex.org/W3012130290","https://openalex.org/W3015915641","https://openalex.org/W3029476491","https://openalex.org/W3035221155","https://openalex.org/W3089986382","https://openalex.org/W3094615308","https://openalex.org/W3099255567","https://openalex.org/W3112248611","https://openalex.org/W3124624691","https://openalex.org/W3127387611","https://openalex.org/W4205770567","https://openalex.org/W4207022631","https://openalex.org/W4224211398","https://openalex.org/W4243700029","https://openalex.org/W4248023619","https://openalex.org/W4254577675","https://openalex.org/W4286579586","https://openalex.org/W4294659757","https://openalex.org/W6748271900"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"Route":[0],"choice":[1,102],"is":[2,89,116,135],"a":[3,69,84,99,131],"complex":[4,143],"issue":[5],"in":[6,34,50,63,126,142,161,164,177],"simulating":[7],"individual":[8,24,80,94,127,138,172],"behaviors":[9],"and":[10,109,171,179,188],"reproducing":[11],"collective":[12],"phenomena":[13],"during":[14],"evacuations.":[15],"A":[16],"growing":[17],"concern":[18],"has":[19,45],"been":[20,47],"given":[21],"to":[22,27,57,91,118],"the":[23,38,51,58,93,112,120,152,156],"cognitive":[25,53,72,87],"mechanism":[26,88],"investigate":[28],"how":[29],"routing":[30],"decisions":[31],"are":[32],"made":[33],"specific":[35],"situations.":[36],"However,":[37],"essential":[39],"role":[40],"of":[41,60],"multiple":[42,76],"spatio-temporal":[43,71,77,86,100,113,132],"scales":[44,78],"not":[46],"completely":[48],"considered":[49],"current":[52],"frameworks,":[54],"which":[55],"leads":[56],"inaccuracy":[59],"cognition":[61,96],"representation":[62],"evacuation":[64,95,145,162,168,175,186],"decisions.":[65],"This":[66],"study":[67],"proposes":[68],"novel":[70],"framework":[73,154],"integrated":[74],"with":[75],"for":[79,137],"route":[81,101,140],"choice.":[82],"First,":[83],"complete":[85],"constructed":[90],"depict":[92],"process.":[97],"Second,":[98],"strategy":[103],"that":[104,151],"emerges":[105],"from":[106],"agent-based":[107],"simulation":[108],"extends":[110],"into":[111],"potential":[114,158],"field":[115,159],"designed":[117],"represent":[119],"overall":[121],"time-varying":[122],"cost":[123,176],"along":[124],"routes":[125],"subjective":[128],"estimation.":[129],"Finally,":[130],"A*":[133],"algorithm":[134],"developed":[136],"optimal":[139],"planning":[141],"outdoor":[144],"scenarios.":[146],"The":[147],"experimental":[148],"results":[149],"show":[150],"proposed":[153],"outperformed":[155],"conventional":[157],"model":[160],"performance,":[163],"both":[165],"objective":[166],"crowd":[167,185],"evaluation":[169],"metrics":[170],"subjectively":[173],"estimated":[174],"cognition,":[178],"may":[180],"provide":[181],"more":[182],"insights":[183],"on":[184],"management":[187],"guidance.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
