{"id":"https://openalex.org/W2740122678","doi":"https://doi.org/10.1587/transinf.2016edp7438","title":"A Generic Bi-Layer Data-Driven Crowd Behaviors Modeling Approach","display_name":"A Generic Bi-Layer Data-Driven Crowd Behaviors Modeling Approach","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2740122678","doi":"https://doi.org/10.1587/transinf.2016edp7438","mag":"2740122678"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2016edp7438","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016edp7438","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/8/E100.D_2016EDP7438/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/8/E100.D_2016EDP7438/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007723033","display_name":"Weiwei Xing","orcid":"https://orcid.org/0000-0002-6378-926X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei XING","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023314182","display_name":"Shibo Zhao","orcid":"https://orcid.org/0000-0003-1801-8156"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibo ZHAO","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063642673","display_name":"Shunli Zhang","orcid":"https://orcid.org/0000-0002-8186-8949"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunli ZHANG","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085777018","display_name":"Yuanyuan Cai","orcid":"https://orcid.org/0000-0002-3103-0873"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan CAI","raw_affiliation_strings":["School of Computer and Information Engineering, Beijing Technology and Business University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Beijing Technology and Business University","institution_ids":["https://openalex.org/I179026463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1155814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E100.D","issue":"8","first_page":"1827","last_page":"1836"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9998999834060669,"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":0.9998999834060669,"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/T10524","display_name":"Traffic control and management","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10799","display_name":"Data Visualization and Analytics","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7988724708557129},{"id":"https://openalex.org/keywords/pedestrian","display_name":"Pedestrian","score":0.773712158203125},{"id":"https://openalex.org/keywords/crowd-simulation","display_name":"Crowd simulation","score":0.7274824380874634},{"id":"https://openalex.org/keywords/crowd-psychology","display_name":"Crowd psychology","score":0.6377513408660889},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.621833860874176},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5471382141113281},{"id":"https://openalex.org/keywords/social-force-model","display_name":"Social force model","score":0.5125081539154053},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.49102187156677246},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.4444957673549652},{"id":"https://openalex.org/keywords/collision-avoidance","display_name":"Collision avoidance","score":0.4351786971092224},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.43238916993141174},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4143713414669037},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4135037660598755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30328887701034546},{"id":"https://openalex.org/keywords/collision","display_name":"Collision","score":0.2741215229034424},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17591515183448792},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.16353648900985718},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.11884957551956177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7988724708557129},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.773712158203125},{"id":"https://openalex.org/C45617602","wikidata":"https://www.wikidata.org/wiki/Q465266","display_name":"Crowd simulation","level":3,"score":0.7274824380874634},{"id":"https://openalex.org/C44042526","wikidata":"https://www.wikidata.org/wiki/Q1355183","display_name":"Crowd psychology","level":2,"score":0.6377513408660889},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.621833860874176},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5471382141113281},{"id":"https://openalex.org/C2779293179","wikidata":"https://www.wikidata.org/wiki/Q465266","display_name":"Social force model","level":3,"score":0.5125081539154053},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.49102187156677246},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4444957673549652},{"id":"https://openalex.org/C2780864053","wikidata":"https://www.wikidata.org/wiki/Q5147495","display_name":"Collision avoidance","level":3,"score":0.4351786971092224},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.43238916993141174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4143713414669037},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4135037660598755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30328887701034546},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.2741215229034424},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17591515183448792},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.16353648900985718},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.11884957551956177},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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":"doi:10.1587/transinf.2016edp7438","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016edp7438","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/8/E100.D_2016EDP7438/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2016edp7438","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016edp7438","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/8/E100.D_2016EDP7438/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1262980747","display_name":null,"funder_award_id":"2015RC031","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2084339704","display_name":null,"funder_award_id":"2016RC015","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2895212994","display_name":null,"funder_award_id":"NCET-13","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"},{"id":"https://openalex.org/G3674604968","display_name":null,"funder_award_id":"YETP0583","funder_id":"https://openalex.org/F4320335442","funder_display_name":"Beijing Higher Education Young Elite Teacher Project"},{"id":"https://openalex.org/G4338144938","display_name":null,"funder_award_id":"NCET-13-0659","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"},{"id":"https://openalex.org/G4481611327","display_name":null,"funder_award_id":"2014JBZ004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8388280645","display_name":null,"funder_award_id":"NCET-13-","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"},{"id":"https://openalex.org/G8548980490","display_name":null,"funder_award_id":"13-0659","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"}],"funders":[{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320335442","display_name":"Beijing Higher Education Young Elite Teacher Project","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740122678.pdf","grobid_xml":"https://content.openalex.org/works/W2740122678.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W22300771","https://openalex.org/W1555079265","https://openalex.org/W1572151586","https://openalex.org/W1583633915","https://openalex.org/W1590052300","https://openalex.org/W1970206276","https://openalex.org/W1982675814","https://openalex.org/W2006720668","https://openalex.org/W2021949775","https://openalex.org/W2028415715","https://openalex.org/W2028545909","https://openalex.org/W2029847502","https://openalex.org/W2034665573","https://openalex.org/W2036586770","https://openalex.org/W2036721747","https://openalex.org/W2094256875","https://openalex.org/W2102393901","https://openalex.org/W2103422354","https://openalex.org/W2106579908","https://openalex.org/W2107501891","https://openalex.org/W2108404684","https://openalex.org/W2122659384","https://openalex.org/W2125095437","https://openalex.org/W2130476529","https://openalex.org/W2136712200","https://openalex.org/W2139050361","https://openalex.org/W2142943472","https://openalex.org/W2146183743","https://openalex.org/W2146629448","https://openalex.org/W2150312211","https://openalex.org/W2167052694","https://openalex.org/W2167519759","https://openalex.org/W2187885606","https://openalex.org/W2240134550","https://openalex.org/W2295440603","https://openalex.org/W2314301430","https://openalex.org/W2401165888","https://openalex.org/W2534527426","https://openalex.org/W3040777582","https://openalex.org/W3175510091","https://openalex.org/W4234122739","https://openalex.org/W4234406933","https://openalex.org/W4241069851","https://openalex.org/W4242081251"],"related_works":["https://openalex.org/W1555506539","https://openalex.org/W2766079843","https://openalex.org/W2392700670","https://openalex.org/W2772896909","https://openalex.org/W2955198277","https://openalex.org/W2791299923","https://openalex.org/W3216147402","https://openalex.org/W4376875464","https://openalex.org/W204594093","https://openalex.org/W1826900239"],"abstract_inverted_index":{"Crowd":[0],"modeling":[1],"and":[2,17,60,94,129],"simulation":[3,115],"is":[4,42,88,122],"an":[5],"active":[6],"research":[7],"field":[8],"that":[9,33,118],"has":[10],"drawn":[11],"increasing":[12],"attention":[13],"from":[14],"industry,":[15],"academia":[16],"government":[18],"recently.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"present":[24],"a":[25,43],"generic":[26],"data-driven":[27],"approach":[28,41,87,121],"to":[29,46,90,124],"generate":[30,91,125],"crowd":[31,48,127],"behaviors":[32,49,93,128],"can":[34],"match":[35],"the":[36,67,73,78,86,98,101,105,110,119],"video":[37],"data.":[38],"The":[39,63,114],"proposed":[40,120],"bi-layer":[44],"model":[45],"simulate":[47],"in":[50,53,97],"pedestrian":[51,80],"traffic":[52],"terms":[54],"of":[55,104,107,112],"exclusion":[56],"statistics,":[57],"parallel":[58],"dynamics":[59],"social":[61],"psychology.":[62],"bottom":[64],"layer":[65],"models":[66],"microscopic":[68],"collision":[69],"avoidance":[70],"behaviors,":[71],"while":[72],"top":[74],"one":[75],"focuses":[76],"on":[77],"macroscopic":[79],"behaviors.":[81],"To":[82],"validate":[83],"its":[84],"effectiveness,":[85],"applied":[89],"collective":[92],"re-create":[95],"scenarios":[96],"Informatics":[99,108],"Forum,":[100],"main":[102],"building":[103],"School":[106],"at":[109],"University":[111],"Edinburgh.":[113],"results":[116],"demonstrate":[117],"able":[123],"desirable":[126],"offer":[130],"promising":[131],"prediction":[132],"performance.":[133]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}