{"id":"https://openalex.org/W7225172767","doi":"https://doi.org/10.3390/smartcities9110187","title":"Roles of Artificial Intelligence in Urban Digital Twins and Governance","display_name":"Roles of Artificial Intelligence in Urban Digital Twins and Governance","publication_year":2026,"publication_date":"2026-11-03","ids":{"openalex":"https://openalex.org/W7225172767","doi":"https://doi.org/10.3390/smartcities9110187"},"language":"en","primary_location":{"id":"doi:10.3390/smartcities9110187","doi":"https://doi.org/10.3390/smartcities9110187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/smartcities9110187","pdf_url":null,"source":{"id":"https://openalex.org/S4210184358","display_name":"Smart Cities","issn_l":"2624-6511","issn":["2624-6511"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-20","russia-white-list-1"],"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":"Smart Cities","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/smartcities9110187","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014792020","display_name":"J. Oldenburg","orcid":"https://orcid.org/0009-0006-0655-3134","observed_orcids":["https://orcid.org/0009-0006-0655-3134"]},"institutions":[{"id":"https://openalex.org/I150589677","display_name":"Tampere University of Applied Sciences","ror":"https://ror.org/00bwtjf83","country_code":"FI","type":"education","lineage":["https://openalex.org/I150589677"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jenna-Riia Oldenburg","raw_affiliation_strings":["Faculty of Built Environment and Bioeconomy, Tampere University of Applied Sciences, FI-33250 Tampere, Finland"],"raw_orcid":"https://orcid.org/0009-0006-0655-3134","affiliations":[{"raw_affiliation_string":"Faculty of Built Environment and Bioeconomy, Tampere University of Applied Sciences, FI-33250 Tampere, Finland","institution_ids":["https://openalex.org/I150589677"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030143006","display_name":"Juho\u2010Pekka Virtanen","orcid":"https://orcid.org/0000-0003-0281-9717","observed_orcids":["https://orcid.org/0000-0003-0281-9717"]},"institutions":[{"id":"https://openalex.org/I33876163","display_name":"Finnish Geospatial Research Institute","ror":"https://ror.org/01zv3gf04","country_code":"FI","type":"facility","lineage":["https://openalex.org/I33876163"]},{"id":"https://openalex.org/I4210146146","display_name":"Forum Virium (Finland)","ror":"https://ror.org/0583e1h59","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210146146"]},{"id":"https://openalex.org/I4387155278","display_name":"Maanmittauslaitos","ror":"https://ror.org/05tkycb73","country_code":"FI","type":"government","lineage":["https://openalex.org/I4387155278"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Juho-Pekka Virtanen","raw_affiliation_strings":["Finnish Geospatial Research Institute FGI, National Land Survey of Finland, FI-02150 Espoo, Finland","Forum Virium Helsinki, FI-00130 Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-0281-9717","affiliations":[{"raw_affiliation_string":"Finnish Geospatial Research Institute FGI, National Land Survey of Finland, FI-02150 Espoo, Finland","institution_ids":["https://openalex.org/I33876163","https://openalex.org/I4387155278"]},{"raw_affiliation_string":"Forum Virium Helsinki, FI-00130 Helsinki, Finland","institution_ids":["https://openalex.org/I4210146146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030143006"],"corresponding_institution_ids":["https://openalex.org/I33876163","https://openalex.org/I4210146146","https://openalex.org/I4387155278"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2413},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2413},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87889942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"11","first_page":"187","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T11479","display_name":"Smart Cities and Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T10953","display_name":"E-Government and Public Services","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T14147","display_name":"Innovative Approaches in Technology and Social Development","score":9.999999747378752e-05,"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/artificial-intelligence","display_name":"artificial intelligence","score":0.9589999914169312},{"id":"https://openalex.org/keywords/urban-digital-twins","display_name":"urban digital twins","score":1.0},{"id":"https://openalex.org/keywords/municipal-governance","display_name":"municipal governance","score":0.6389999985694885},{"id":"https://openalex.org/keywords/artificial-intelligence-in-public-administration","display_name":"artificial intelligence in public administration","score":0.4869999885559082},{"id":"https://openalex.org/keywords/urban-governance","display_name":"urban governance","score":0.4429999887943268},{"id":"https://openalex.org/keywords/ai-use-cases","display_name":"AI use cases","score":0.5289999842643738},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.4650000035762787}],"concepts":[{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5594000220298767},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.555899977684021},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.49559998512268066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4514999985694885},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41670000553131104},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39169999957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38420000672340393},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38359999656677246},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.37860000133514404},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3668000102043152},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34360000491142273},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3248000144958496},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3208000063896179},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.2883000075817108},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27900001406669617},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27230000495910645},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/smartcities9110187","doi":"https://doi.org/10.3390/smartcities9110187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/smartcities9110187","pdf_url":null,"source":{"id":"https://openalex.org/S4210184358","display_name":"Smart Cities","issn_l":"2624-6511","issn":["2624-6511"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-20","russia-white-list-1"],"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":"Smart Cities","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/smartcities9110187","doi":"https://doi.org/10.3390/smartcities9110187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/smartcities9110187","pdf_url":null,"source":{"id":"https://openalex.org/S4210184358","display_name":"Smart Cities","issn_l":"2624-6511","issn":["2624-6511"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-20","russia-white-list-1"],"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":"Smart Cities","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9333000183105469,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"},{"score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2884686506","https://openalex.org/W3014392933","https://openalex.org/W3134058792","https://openalex.org/W3139363371","https://openalex.org/W4281288651","https://openalex.org/W4387226872","https://openalex.org/W4390933204","https://openalex.org/W4392022716","https://openalex.org/W4392382237","https://openalex.org/W4399146447","https://openalex.org/W4399546751","https://openalex.org/W4402274315","https://openalex.org/W4402864351","https://openalex.org/W4403331548","https://openalex.org/W4406026188","https://openalex.org/W4407226327","https://openalex.org/W4407354156","https://openalex.org/W4408032013","https://openalex.org/W4408134627","https://openalex.org/W4412850332","https://openalex.org/W4415267394","https://openalex.org/W4416383106","https://openalex.org/W4417114008","https://openalex.org/W7115167432","https://openalex.org/W7124296132","https://openalex.org/W7125680050"],"related_works":["https://openalex.org/W4415230651","https://openalex.org/W7166118954","https://openalex.org/W7202351900","https://openalex.org/W7135031015","https://openalex.org/W7164923261","https://openalex.org/W7214756194","https://openalex.org/W4415256017","https://openalex.org/W7214106050","https://openalex.org/W7136372212","https://openalex.org/W4410288063"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"is":[2,115],"becoming":[3],"an":[4],"increasingly":[5],"used":[6],"component":[7],"in":[8,40,60,91,117,141],"municipal":[9,118],"operations,":[10],"with":[11,129],"applications":[12,119],"spanning":[13],"administrative":[14],"automation,":[15],"decision":[16,44],"support,":[17],"citizen":[18],"interfaces,":[19],"and":[20,29,32,43,64,97,120],"predictive":[21],"analytics":[22],"across":[23],"domains":[24],"such":[25],"as":[26,146,148],"mobility,":[27],"health":[28],"social":[30],"services,":[31],"environmental":[33],"management.":[34],"While":[35],"the":[36,69,107,122,130,142],"literature":[37],"documents":[38],"benefits":[39],"operational":[41],"efficiency":[42],"quality,":[45],"most":[46,61],"concrete":[47],"evidence":[48],"focuses":[49],"primarily":[50],"on":[51,106],"internal":[52],"efficiency.":[53],"Urban":[54],"digital":[55,75,134,144],"twins":[56,76],"have":[57],"become":[58],"commonplace":[59],"European":[62],"cities":[63,66],"smart":[65],"globally.":[67],"However,":[68],"role":[70],"of":[71,89,126,132],"AI":[72,90,114,127,140],"within":[73],"urban":[74,133,143],"remains":[77],"comparatively":[78],"underexplored.":[79],"This":[80],"article":[81],"addresses":[82],"these":[83],"gaps":[84],"through":[85],"a":[86,102],"qualitative":[87],"analysis":[88],"Helsinki\u2019s":[92],"Experimentation":[93],"Accelerator":[94],"platform":[95],"experiments":[96],"by":[98],"comparing":[99],"them":[100],"against":[101],"DT":[103],"framework":[104],"based":[105],"literature.":[108],"Through":[109],"this,":[110],"we":[111],"analyze":[112],"how":[113,121],"piloted":[116],"identified":[123],"use":[124],"cases":[125],"align":[128],"components":[131],"twins,":[135],"identifying":[136],"potential":[137],"roles":[138],"for":[139,150],"twin":[145],"well":[147],"directions":[149],"future":[151],"development.":[152]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-11-04T00:00:00"}
