{"id":"https://openalex.org/W4281290461","doi":"https://doi.org/10.1109/cscwd54268.2022.9776114","title":"Data-Driven Crowd Motion Modeling With Group Properties Analysis","display_name":"Data-Driven Crowd Motion Modeling With Group Properties Analysis","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4281290461","doi":"https://doi.org/10.1109/cscwd54268.2022.9776114"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd54268.2022.9776114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776114","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5035130700","display_name":"Chuanhua Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanhua Jia","raw_affiliation_strings":["Shandong Normal University,School of Information Science and Engineering","Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","School of Information Science and Engineering, Shandong Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Normal University,School of Information Science and Engineering","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025153376","display_name":"Dianjie Lu","orcid":"https://orcid.org/0000-0001-5435-5307"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dianjie Lu","raw_affiliation_strings":["Shandong Normal University,School of Information Science and Engineering","Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","School of Information Science and Engineering, Shandong Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Normal University,School of Information Science and Engineering","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028538102","display_name":"Guijuan Zhang","orcid":"https://orcid.org/0000-0002-9545-8668"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijuan Zhang","raw_affiliation_strings":["Shandong Normal University,School of Information Science and Engineering","Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","School of Information Science and Engineering, Shandong Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Normal University,School of Information Science and Engineering","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100410287","display_name":"Hong Liu","orcid":"https://orcid.org/0000-0002-1007-6135"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Liu","raw_affiliation_strings":["Shandong Normal University,School of Information Science and Engineering","Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","School of Information Science and Engineering, Shandong Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Normal University,School of Information Science and Engineering","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology State Key Laboratory of High-end Server & Storage Technology, Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1173","last_page":"1178"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/crowd-simulation","display_name":"Crowd simulation","score":0.9115421175956726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195872664451599},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.7106531858444214},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.6358226537704468},{"id":"https://openalex.org/keywords/motion-analysis","display_name":"Motion analysis","score":0.5882392525672913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5304911136627197},{"id":"https://openalex.org/keywords/crowd-psychology","display_name":"Crowd psychology","score":0.5218666791915894},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.43241631984710693},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41651225090026855},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4126172959804535},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3478037714958191},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0772750973701477}],"concepts":[{"id":"https://openalex.org/C45617602","wikidata":"https://www.wikidata.org/wiki/Q465266","display_name":"Crowd simulation","level":3,"score":0.9115421175956726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195872664451599},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.7106531858444214},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.6358226537704468},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.5882392525672913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5304911136627197},{"id":"https://openalex.org/C44042526","wikidata":"https://www.wikidata.org/wiki/Q1355183","display_name":"Crowd psychology","level":2,"score":0.5218666791915894},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.43241631984710693},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41651225090026855},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4126172959804535},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3478037714958191},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0772750973701477},{"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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:10.1109/cscwd54268.2022.9776114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776114","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1981724556","https://openalex.org/W1994987524","https://openalex.org/W2003732630","https://openalex.org/W2015410655","https://openalex.org/W2124211486","https://openalex.org/W2325880033","https://openalex.org/W2516310909","https://openalex.org/W2786605840","https://openalex.org/W2808902547","https://openalex.org/W3006014054","https://openalex.org/W3024294774","https://openalex.org/W3032902578","https://openalex.org/W3157332036","https://openalex.org/W3172978807","https://openalex.org/W6726346238","https://openalex.org/W6773533591"],"related_works":["https://openalex.org/W2189920449","https://openalex.org/W3096912411","https://openalex.org/W3043995842","https://openalex.org/W2077952221","https://openalex.org/W135395861","https://openalex.org/W2218711042","https://openalex.org/W2036586770","https://openalex.org/W2314427365","https://openalex.org/W172068003","https://openalex.org/W1970206276"],"abstract_inverted_index":{"Traditional":[0],"crowd":[1,27,36,41,64,74,84,117,154,163,189],"evacuation":[2,37],"simulation":[3,38,164],"methods":[4],"focus":[5],"on":[6,63,167],"the":[7,13,17,24,31,35,58,70,105,112,116,125,129,170,173,185],"analysis":[8,18,91,156,175],"of":[9,19,26,34,60,73,107,124,131,144,172],"individual":[10],"behavior":[11],"in":[12,23,138,176],"crowd,":[14,126],"but":[15],"ignore":[16],"potential":[20],"group":[21,61,89,98,108,145],"properties":[22,62,90,99,123],"process":[25],"motion,":[28,42],"which":[29],"reduces":[30],"visual":[32,71],"realism":[33,72],"process.":[39],"During":[40],"crowds":[43],"cause":[44],"unconscious":[45],"self-organization":[46],"due":[47],"to":[48,68,103,140],"common":[49],"destinations":[50],"and":[51,127,134,151],"social":[52],"relationships,":[53],"thus":[54],"forming":[55],"groups.":[56],"Considering":[57],"influence":[59],"motion":[65,75,85,109,122,155,190],"is":[66],"important":[67],"improve":[69],"simulation.":[76],"To":[77],"address":[78],"this":[79],"problem,":[80],"we":[81,94,114,147,160],"propose":[82],"a":[83,96,149,162,177],"modeling":[86],"method":[87,186],"for":[88],"(GPA-CMM).":[92],"First,":[93],"build":[95,148],"data-driven":[97],"quantification":[100],"(DGPQ)":[101],"model":[102],"describe":[104],"characteristics":[106],"accurately.":[110],"In":[111],"model,":[113],"divide":[115],"into":[118],"several":[119],"groups,":[120],"extract":[121],"quantify":[128],"features":[130],"intra-group":[132],"stability":[133,150],"inter-group":[135],"conflict.":[136],"Then,":[137],"order":[139],"analyze":[141],"their":[142],"influences":[143],"properties,":[146],"conflict":[152],"based":[153,166],"(SC-CMA)":[157],"model.":[158],"Finally,":[159],"implement":[161],"system":[165],"SC-CMA,":[168],"visualize":[169],"results":[171,182],"theoretical":[174],"graphical":[178],"way.":[179],"The":[180],"experimental":[181],"show":[183],"that":[184],"can":[187],"simulate":[188],"more":[191],"realistically.":[192]},"counts_by_year":[],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}