{"id":"https://openalex.org/W4417051924","doi":"https://doi.org/10.1109/tvcg.2025.3634644","title":"Urbanite: A Dataflow-Based Framework for Human-AI Interactive Alignment in Urban Visual Analytics","display_name":"Urbanite: A Dataflow-Based Framework for Human-AI Interactive Alignment in Urban Visual Analytics","publication_year":2025,"publication_date":"2025-12-05","ids":{"openalex":"https://openalex.org/W4417051924","doi":"https://doi.org/10.1109/tvcg.2025.3634644","pmid":"https://pubmed.ncbi.nlm.nih.gov/41348781"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3634644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634644","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5102990231","display_name":"Gustavo Moreira","orcid":"https://orcid.org/0000-0002-4762-7703"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gustavo Moreira","raw_affiliation_strings":["University of Illinois, Chicago, USA","University of Illinois Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-4762-7703","affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064690343","display_name":"Leonardo A. Ferreira","orcid":"https://orcid.org/0000-0002-9856-2460"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonardo Ferreira","raw_affiliation_strings":["University of Illinois, Chicago, USA","University of Illinois Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014675864","display_name":"Carolina Veiga","orcid":"https://orcid.org/0000-0002-6266-4836"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolina Veiga","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, USA","University of Illinois Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057515797","display_name":"Maryam Hosseini","orcid":"https://orcid.org/0000-0001-8329-4638"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maryam Hosseini","raw_affiliation_strings":["University of California, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083220583","display_name":"F\u00e1bio Miranda","orcid":"https://orcid.org/0000-0001-8612-5805"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabio Miranda","raw_affiliation_strings":["University of Illinois, Chicago, USA","University of Illinois Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0001-8612-5805","affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102990231"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37829583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"1","first_page":"1065","last_page":"1075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7876999974250793,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7876999974250793,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.022700000554323196,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.014800000004470348,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/visual-analytics","display_name":"Visual analytics","score":0.7189000248908997},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5587999820709229},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.44290000200271606},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42329999804496765},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.3846000134944916},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.38119998574256897},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.3465999960899353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838100016117096},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7189000248908997},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6855000257492065},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5587999820709229},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.44290000200271606},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42329999804496765},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.38119998574256897},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.3303000032901764},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.2992999851703644},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2838999927043915},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3634644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634644","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:41348781","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41348781","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5889636957","display_name":null,"funder_award_id":"2330565","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5896115745","display_name":null,"funder_award_id":"2411223","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8167235032","display_name":null,"funder_award_id":"2320261","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W884650706","https://openalex.org/W2007209104","https://openalex.org/W2052681721","https://openalex.org/W2056638635","https://openalex.org/W2084776154","https://openalex.org/W2091236139","https://openalex.org/W2104892386","https://openalex.org/W2110487094","https://openalex.org/W2112738128","https://openalex.org/W2132347265","https://openalex.org/W2145154883","https://openalex.org/W2185329967","https://openalex.org/W2462625002","https://openalex.org/W2507337634","https://openalex.org/W2508837977","https://openalex.org/W2605190822","https://openalex.org/W2791133161","https://openalex.org/W2810861266","https://openalex.org/W2888068719","https://openalex.org/W2889276116","https://openalex.org/W2916904544","https://openalex.org/W2941798514","https://openalex.org/W2965346190","https://openalex.org/W2965446359","https://openalex.org/W2969522460","https://openalex.org/W2980422510","https://openalex.org/W3032875465","https://openalex.org/W3042720972","https://openalex.org/W3129905310","https://openalex.org/W3151130557","https://openalex.org/W3161685366","https://openalex.org/W3198767185","https://openalex.org/W3202194199","https://openalex.org/W3203255635","https://openalex.org/W4281927149","https://openalex.org/W4285727574","https://openalex.org/W4288079959","https://openalex.org/W4297094596","https://openalex.org/W4297460104","https://openalex.org/W4298326929","https://openalex.org/W4306759050","https://openalex.org/W4308372808","https://openalex.org/W4312936914","https://openalex.org/W4319993328","https://openalex.org/W4366547507","https://openalex.org/W4366548422","https://openalex.org/W4386757161","https://openalex.org/W4387885600","https://openalex.org/W4387885690","https://openalex.org/W4388692591","https://openalex.org/W4388739142","https://openalex.org/W4388776293","https://openalex.org/W4389162186","https://openalex.org/W4392026410","https://openalex.org/W4392405493","https://openalex.org/W4393167311","https://openalex.org/W4399491597","https://openalex.org/W4401007975","https://openalex.org/W4402402085","https://openalex.org/W4402402195","https://openalex.org/W4406679533","https://openalex.org/W4413169625"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,8,87,90,122,175,210],"growing":[2],"availability":[3],"of":[4,11,92,181,201,212],"urban":[5,64,154,182,225],"data":[6,29,70],"and":[7,33,49,63,74,124,138,178,206],"increasing":[9],"complexity":[10],"societal":[12],"challenges,":[13,144,192],"visual":[14,155],"analytics":[15,93],"has":[16],"become":[17],"essential":[18],"for":[19,61,150],"deriving":[20],"insights":[21],"into":[22],"pressing":[23],"real-world":[24],"problems.":[25],"However,":[26,107],"analyzing":[27],"such":[28],"is":[30,228],"inherently":[31],"complex":[32],"iterative,":[34],"requiring":[35],"expertise":[36],"across":[37,174,203],"multiple":[38,169],"domains.":[39],"The":[40],"need":[41],"to":[42,58,85,89,98,113,165,190,196],"manage":[43],"diverse":[44],"datasets,":[45],"distill":[46],"intricate":[47],"workflows,":[48],"integrate":[50],"various":[51],"analytical":[52,139],"methods":[53],"presents":[54],"a":[55,82,148,159,188],"high":[56],"barrier":[57],"entry,":[59],"especially":[60],"researchers":[62],"experts":[65],"who":[66],"lack":[67],"proficiency":[68],"in":[69,77,118,153,222],"management,":[71],"machine":[72],"learning,":[73],"visualization.":[75],"Advancements":[76],"large":[78],"language":[79],"models":[80],"offer":[81],"promising":[83],"solution":[84],"lower":[86],"barriers":[88],"construction":[91],"systems":[94],"by":[95],"enabling":[96,171],"users":[97,164],"specify":[99,166],"intent":[100,167],"rather":[101],"than":[102],"define":[103],"precise":[104],"computational":[105],"operations.":[106],"this":[108],"shift":[109],"from":[110,187],"explicit":[111],"operations":[112],"intent-based":[114],"interaction":[115],"introduces":[116],"challenges":[117],"ensuring":[119],"alignment":[120,173],"throughout":[121],"design":[123],"development":[125],"process.":[126],"Without":[127],"proper":[128],"mechanisms,":[129],"gaps":[130],"can":[131],"emerge":[132],"between":[133],"user":[134],"intent,":[135],"system":[136],"behavior,":[137],"outcomes.":[140],"To":[141],"address":[142],"these":[143],"we":[145],"propose":[146],"Urbanite,":[147],"framework":[149],"human-AI":[151],"collaboration":[152,223],"analytics.":[156,183],"Urbanite":[157,193,227],"leverages":[158],"dataflow-based":[160],"model":[161],"that":[162],"allows":[163],"at":[168,230],"scopes,":[170],"interactive":[172],"specification,":[176],"process,":[177],"evaluation":[179],"stages":[180],"Based":[184],"on":[185],"findings":[186],"survey":[189],"uncover":[191],"incorporates":[194],"features":[195],"facilitate":[197],"explainability,":[198],"multi-resolution":[199],"definition":[200],"tasks":[202],"dataflows,":[204],"nodes,":[205],"parameters,":[207],"while":[208],"supporting":[209],"provenance":[211],"interactions.":[213],"We":[214],"demonstrate":[215],"Urbanite's":[216],"effectiveness":[217],"through":[218],"usage":[219],"scenarios":[220],"created":[221],"with":[224],"experts.":[226],"available":[229],"urbantk.org/urbanite.":[231]},"counts_by_year":[],"updated_date":"2026-02-09T05:59:30.833894","created_date":"2025-12-05T00:00:00"}