{"id":"https://openalex.org/W2783355630","doi":"https://doi.org/10.1109/bigdata.2017.8258422","title":"A model for the socially smart city practical uses of city-level socio-economic indicators","display_name":"A model for the socially smart city practical uses of city-level socio-economic indicators","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783355630","doi":"https://doi.org/10.1109/bigdata.2017.8258422","mag":"2783355630"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8258422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-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/A5048528936","display_name":"Donald Cowan","orcid":"https://orcid.org/0000-0002-5373-8522"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Donald Cowan","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062293699","display_name":"Paulo Alencar","orcid":"https://orcid.org/0009-0006-2885-0009"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paulo Alencar","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041028893","display_name":"Kyle P. De Young","orcid":"https://orcid.org/0000-0002-6307-4029"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kyle Young","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064361462","display_name":"Bryan Smale","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bryan Smale","raw_affiliation_strings":["Department of Recreation and Leisure Studies, University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Recreation and Leisure Studies, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076564664","display_name":"Ryan Erb","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ryan Erb","raw_affiliation_strings":["United Way of Perth Huron, Stratford, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"United Way of Perth Huron, Stratford, Ontario, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086233709","display_name":"Fred McGarry","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128434","display_name":"Centre for Community Based Research","ror":"https://ror.org/03bpj1h80","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210128434"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fred McGarry","raw_affiliation_strings":["Centre for Community Mapping, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Community Mapping, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I4210128434"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048528936"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.2354,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64347989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"4058","last_page":"4067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9991999864578247,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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":0.9878000020980835,"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/smart-city","display_name":"Smart city","score":0.6482287049293518},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.614467203617096},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4679390788078308},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4452051520347595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4305214285850525},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.43047839403152466},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.419921338558197},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3540964722633362},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.34712377190589905},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.24530774354934692},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14019834995269775},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1389288604259491}],"concepts":[{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.6482287049293518},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.614467203617096},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4679390788078308},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4452051520347595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4305214285850525},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43047839403152466},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.419921338558197},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3540964722633362},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.34712377190589905},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.24530774354934692},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14019834995269775},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1389288604259491},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2017.8258422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W170880607","https://openalex.org/W366614210","https://openalex.org/W566298912","https://openalex.org/W1489423786","https://openalex.org/W1549356971","https://openalex.org/W1608558570","https://openalex.org/W1969085745","https://openalex.org/W1998460924","https://openalex.org/W2019984118","https://openalex.org/W2037726142","https://openalex.org/W2038019800","https://openalex.org/W2082598116","https://openalex.org/W2094558619","https://openalex.org/W2103815086","https://openalex.org/W2203621808","https://openalex.org/W2212013795","https://openalex.org/W2408362385","https://openalex.org/W2412448133","https://openalex.org/W2467714678","https://openalex.org/W2492085449","https://openalex.org/W2560284806","https://openalex.org/W2947201654","https://openalex.org/W4231321756","https://openalex.org/W4247960611","https://openalex.org/W4253240023","https://openalex.org/W6650104390","https://openalex.org/W6730481330"],"related_works":["https://openalex.org/W1939054760","https://openalex.org/W2010532256","https://openalex.org/W4388427491","https://openalex.org/W2911665507","https://openalex.org/W2225266572","https://openalex.org/W2582198160","https://openalex.org/W2617513755","https://openalex.org/W2757106578","https://openalex.org/W1949685771","https://openalex.org/W2365942382"],"abstract_inverted_index":{"There":[0,49],"is":[1,19,64,163,176,302],"a":[2,76,82,117,147,150,206,271,306],"large":[3],"amount":[4],"of":[5,16,57,91,126,146,265,280],"discussion":[6,56],"in":[7,81,250,305,310],"the":[8,14,17,62,72,92,124,141,157,174,183,185,202,214,318],"literature":[9],"about":[10,89,179],"smart":[11,27,59,159],"cities":[12,60],"where":[13,61],"focus":[15,63],"discourse":[18],"on":[20,65,236,270],"gathering":[21],"and":[22,110,112,130,144,181,195,204,231,234,243,257,283,290,293],"analyzing":[23,182],"real-time":[24],"data":[25,171,191,203,215,226,238,246,266,292],"from":[26,227],"buildings,":[28],"smartphones":[29],"or":[30,44,123],"other":[31,232],"sensors":[32],"to":[33,45,53,85,95,113,134,155,165,192,209,253,286],"support":[34,156,166],"public":[35],"services":[36,78],"such":[37,97],"as":[38,68,98,116],"vehicular":[39],"traffic":[40],"flow,":[41],"utility":[42],"consumption":[43],"infer":[46],"human":[47],"behaviour.":[48],"does":[50],"not":[51,177],"appear":[52],"be":[54,248,268,321],"any":[55],"`socially'":[58],"using":[66,239],"citizens":[67],"`smart":[69],"sensors.'":[70],"Here":[71],"citizens'":[73],"interactions":[74],"with":[75,197,213],"city's":[77],"are":[79,217],"captured":[80],"timely":[83,223],"fashion":[84],"derive":[86],"socio-economic":[87,152,296],"indicators":[88,256,297],"characteristics":[90],"population":[93],"relevant":[94],"sectors":[96],"education,":[99],"food":[100],"security,":[101],"health,":[102],"housing,":[103],"community":[104,106,121,136,170,198,309],"participation,":[105],"safety,":[107],"income":[108],"levels":[109],"government":[111],"use":[114],"those":[115],"basis":[118],"for":[119,143,149,317],"monitoring":[120],"well-being":[122],"effectiveness":[125],"government,":[127],"social":[128,289],"service":[129],"economic":[131,291],"policies":[132],"designed":[133,164],"produce":[135],"improvement.":[137],"This":[138],"paper":[139],"provides":[140],"motivation":[142],"outline":[145],"model":[148,162,175,186,282,319],"city-level":[151,288],"indicator":[153,224],"system":[154,220,285],"socially":[158],"city.":[160],"The":[161,219,245,314],"big":[167],"highly":[168],"resolute":[169],"securely.":[172],"However":[173],"just":[178],"capturing":[180],"data;":[184],"must":[187],"include:":[188],"deciding":[189],"what":[190],"collect,":[193],"developing":[194],"communicating":[196],"partners":[199],"who":[200],"supply":[201],"creating":[205],"governance":[207],"structure":[208],"ensure":[210],"that":[211,237],"relationships":[212,258],"suppliers":[216],"maintained.":[218],"will":[221],"accept":[222],"base":[225],"many":[228],"different":[229],"city":[230],"sources":[233],"operate":[235],"various":[240,251,274],"software":[241],"tools":[242],"maps.":[244],"can":[247,267,320],"combined":[249],"ways":[252],"show":[254],"single":[255],"among":[259],"indicators.":[260],"In":[261],"addition,":[262],"multiple":[263],"layers":[264],"displayed":[269],"map":[272],"showing":[273],"geographic":[275],"relationships.":[276],"An":[277],"initial":[278],"version":[279],"this":[281],"related":[284],"collect":[287],"display":[294],"appropriate":[295],"while":[298],"protecting":[299],"individual":[300],"privacy,":[301],"being":[303],"deployed":[304],"mixed":[307],"urban-rural":[308],"Southwestern":[311],"Ontario,":[312],"Canada.":[313],"operational":[315],"site":[316],"found":[322],"at":[323],"myPerthHuron.ca.":[324]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}