{"id":"https://openalex.org/W4409956381","doi":"https://doi.org/10.1177/14727978241305755","title":"Investigating the synergistic effects of temporal knowledge graphs and digital twin technologies to enhance situational awareness decision-making in smart cities","display_name":"Investigating the synergistic effects of temporal knowledge graphs and digital twin technologies to enhance situational awareness decision-making in smart cities","publication_year":2024,"publication_date":"2024-12-06","ids":{"openalex":"https://openalex.org/W4409956381","doi":"https://doi.org/10.1177/14727978241305755"},"language":"en","primary_location":{"id":"doi:10.1177/14727978241305755","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241305755","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","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/A5021867337","display_name":"Fangzhou He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158717","display_name":"Criminal Investigation Police University of China","ror":"https://ror.org/04vnevw94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210158717"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangzhou He","raw_affiliation_strings":["School of Public Security Information Technology and Intelligence, Criminal Investigation Police University of China, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Public Security Information Technology and Intelligence, Criminal Investigation Police University of China, Shenyang, China","institution_ids":["https://openalex.org/I4210158717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608148","display_name":"Wei Bai","orcid":"https://orcid.org/0000-0002-1298-8787"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Bai","raw_affiliation_strings":["Department of Transportation Management, Sichuan Police College, Luzhou, China","Intelligent Policing Key Laboratory of Sichuan Province, Luzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Transportation Management, Sichuan Police College, Luzhou, China","institution_ids":[]},{"raw_affiliation_string":"Intelligent Policing Key Laboratory of Sichuan Province, Luzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100601876","display_name":"Zhiqi Wang","orcid":"https://orcid.org/0000-0001-5541-7936"},"institutions":[{"id":"https://openalex.org/I4210158717","display_name":"Criminal Investigation Police University of China","ror":"https://ror.org/04vnevw94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210158717"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqi Wang","raw_affiliation_strings":["School of Investigation and Counter-Terrorism, Criminal Investigation Police University of China, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Investigation and Counter-Terrorism, Criminal Investigation Police University of China, Shenyang, China","institution_ids":["https://openalex.org/I4210158717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021867337"],"corresponding_institution_ids":["https://openalex.org/I4210158717"],"apc_list":null,"apc_paid":null,"fwci":0.2787,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61194374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"25","issue":"2","first_page":"1793","last_page":"1810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11479","display_name":"Smart Cities and Technologies","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.6898553371429443},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.5466984510421753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5165101885795593},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.42049944400787354},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39160338044166565},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38395029306411743},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33958184719085693},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23230096697807312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20364302396774292},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13713642954826355},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1254768967628479}],"concepts":[{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.6898553371429443},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.5466984510421753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5165101885795593},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.42049944400787354},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39160338044166565},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38395029306411743},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33958184719085693},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23230096697807312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20364302396774292},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13713642954826355},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1254768967628479},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978241305755","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241305755","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2993382599","https://openalex.org/W3005345966","https://openalex.org/W3012684726","https://openalex.org/W3046298913","https://openalex.org/W3148187679","https://openalex.org/W3166783440","https://openalex.org/W3195116950","https://openalex.org/W3198653589","https://openalex.org/W3209489733","https://openalex.org/W3210954988","https://openalex.org/W4210428848","https://openalex.org/W4213188933","https://openalex.org/W4280508269","https://openalex.org/W4281980408","https://openalex.org/W4293480642","https://openalex.org/W4309474162","https://openalex.org/W4315491786","https://openalex.org/W4316660976","https://openalex.org/W4378528500","https://openalex.org/W4379929998","https://openalex.org/W4381661790","https://openalex.org/W4385311368","https://openalex.org/W4385483925","https://openalex.org/W4386003391","https://openalex.org/W4387259484","https://openalex.org/W4387308342","https://openalex.org/W4400604543"],"related_works":["https://openalex.org/W2012350746","https://openalex.org/W3024912289","https://openalex.org/W2415747217","https://openalex.org/W2143767096","https://openalex.org/W2561023719","https://openalex.org/W4389264631","https://openalex.org/W4382644910","https://openalex.org/W4386286863","https://openalex.org/W2094708502","https://openalex.org/W4381733965"],"abstract_inverted_index":{"The":[0,115,143,164,206],"growing":[1],"rate":[2],"of":[3,40,90],"urbanization":[4],"accompanied":[5],"by":[6,223],"population":[7],"growth":[8],"has":[9],"convoluted":[10],"the":[11,38,127,167,199],"problems":[12],"identical":[13],"with":[14],"urban":[15,66,98,153,233],"road":[16,234],"traffic,":[17],"including":[18],"frequent":[19],"accidents,":[20],"traffic":[21,27,67,99,107,154,185,196],"jams,":[22],"and":[23,49,63,88,112,122,161,175,191,212,227],"infractions,":[24],"rendering":[25],"conventional":[26],"control":[28],"strategies":[29],"insufficient.":[30],"To":[31],"address":[32],"these":[33],"issues,":[34],"this":[35,70],"study":[36,207],"explores":[37],"integration":[39],"advanced":[41],"technologies,":[42,53],"such":[43],"as":[44],"temporal":[45],"knowledge":[46],"graphs":[47],"(TKG)":[48],"digital":[50],"twin":[51],"(DT)":[52],"which":[54,105],"offer":[55],"a":[56,72,130,148,220,225],"promising":[57],"solution":[58],"for":[59,85,140,158],"enhancing":[60],"situational":[61,204],"awareness":[62],"decision-making":[64],"in":[65,147,171],"management.":[68],"In":[69],"study,":[71],"novel":[73],"Efficient":[74],"Tunicate":[75],"Swarm":[76],"Optimized":[77],"Region-Based":[78],"Convolutional":[79],"Neural":[80],"Network":[81],"(ETSO-RCNN)":[82],"is":[83,94,145,169],"proposed":[84],"object":[86],"detection":[87,174],"tracking":[89],"vehicles.":[91],"Traffic":[92],"data":[93,116,120,128],"gathered":[95],"from":[96,126],"various":[97],"cameras,":[100],"primarily":[101],"through":[102],"video":[103],"feeds,":[104],"document":[106],"flow":[108],"patterns,":[109],"congestion":[110],"levels,":[111],"vehicle":[113,173],"movements.":[114],"was":[117,124,138],"preprocessed":[118],"using":[119,129],"cleaning,":[121],"noise":[123],"removed":[125],"Kalman":[131],"filter":[132],"(KF).":[133],"Scale-Invariant":[134],"Feature":[135],"Transform":[136],"(SIFT)":[137],"employed":[139],"feature":[141],"extraction.":[142],"information":[144],"utilized":[146],"DT":[149],"model":[150],"to":[151,178,195,230],"visualize":[152],"flow,":[155],"utilizing":[156],"TKG":[157],"predictive":[159],"insights":[160],"proactive":[162],"decision-making.":[163],"results":[165],"indicate":[166],"R-CNN":[168],"outperformed":[170],"accurate":[172],"recognition":[176],"compared":[177],"other":[179],"traditional":[180],"algorithms.":[181],"By":[182],"anticipating":[183],"possible":[184],"problems,":[186],"allocating":[187],"resources":[188],"more":[189],"effectively,":[190],"enabling":[192],"real-time":[193],"modifications":[194],"management":[197],"plans,":[198],"combined":[200],"TKG-DT":[201],"strategy":[202],"improves":[203],"awareness.":[205],"highlights":[208],"how":[209],"integrating":[210],"TKGs":[211],"DTs":[213],"into":[214],"smart":[215],"city":[216],"infrastructures":[217],"can":[218],"have":[219],"revolutionary":[221],"effect":[222],"providing":[224],"scalable":[226],"flexible":[228],"way":[229],"manage":[231],"intricate":[232],"networks.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}