{"id":"https://openalex.org/W2767316238","doi":"https://doi.org/10.1186/s40537-017-0091-6","title":"The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis","display_name":"The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis","publication_year":2017,"publication_date":"2017-11-07","ids":{"openalex":"https://openalex.org/W2767316238","doi":"https://doi.org/10.1186/s40537-017-0091-6","mag":"2767316238"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-017-0091-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-017-0091-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-017-0091-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-017-0091-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014155270","display_name":"Simon Elias Bibri","orcid":"https://orcid.org/0009-0003-8559-6885"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Simon Elias Bibri","raw_affiliation_strings":["Department of Computer and Information Science and Department of Urban Planning and Design, NTNU Norwegian University of Science and Technology, Sem Saelands veie 9, 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science and Department of Urban Planning and Design, NTNU Norwegian University of Science and Technology, Sem Saelands veie 9, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018388871","display_name":"John Krogstie","orcid":"https://orcid.org/0000-0003-4830-1876"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"John Krogstie","raw_affiliation_strings":["Department of Computer and Information Science, NTNU Norwegian University of Science and Technology, Sem Saelands veie 9, 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, NTNU Norwegian University of Science and Technology, Sem Saelands veie 9, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014155270"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":38.1546,"has_fulltext":true,"cited_by_count":154,"citation_normalized_percentile":{"value":0.99801186,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9980999827384949,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9980000257492065,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8467131853103638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7266789674758911},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6444141268730164},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.6253871917724609},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6203777194023132},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5956345200538635},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.5609028935432434},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5546516180038452},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26915091276168823},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.0879373848438263}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8467131853103638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7266789674758911},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6444141268730164},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.6253871917724609},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6203777194023132},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5956345200538635},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.5609028935432434},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5546516180038452},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26915091276168823},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.0879373848438263},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s40537-017-0091-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-017-0091-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-017-0091-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:brage.bibsys.no:11250/2478624","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2478624","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:2a26b49eab6f4af8862e909513001f24","is_oa":true,"landing_page_url":"https://doaj.org/article/2a26b49eab6f4af8862e909513001f24","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 4, Iss 1, Pp 1-50 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-017-0091-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-017-0091-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-017-0091-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4300000071525574,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2767316238.pdf","grobid_xml":"https://content.openalex.org/works/W2767316238.grobid-xml"},"referenced_works_count":117,"referenced_works":["https://openalex.org/W7587667","https://openalex.org/W58471054","https://openalex.org/W110489899","https://openalex.org/W126373861","https://openalex.org/W126779319","https://openalex.org/W262897316","https://openalex.org/W564943520","https://openalex.org/W645791822","https://openalex.org/W1489191909","https://openalex.org/W1494710270","https://openalex.org/W1510817841","https://openalex.org/W1522742497","https://openalex.org/W1544643300","https://openalex.org/W1550018288","https://openalex.org/W1559063789","https://openalex.org/W1601795611","https://openalex.org/W1603642750","https://openalex.org/W1656356975","https://openalex.org/W1663973292","https://openalex.org/W1810406100","https://openalex.org/W1918839972","https://openalex.org/W1937843148","https://openalex.org/W1967661515","https://openalex.org/W1969085745","https://openalex.org/W1970183137","https://openalex.org/W1971402834","https://openalex.org/W1977290669","https://openalex.org/W1985951810","https://openalex.org/W1989135185","https://openalex.org/W1989813688","https://openalex.org/W2006611470","https://openalex.org/W2007834774","https://openalex.org/W2010772936","https://openalex.org/W2015046609","https://openalex.org/W2019227001","https://openalex.org/W2023497434","https://openalex.org/W2026299085","https://openalex.org/W2026355183","https://openalex.org/W2030436682","https://openalex.org/W2036144257","https://openalex.org/W2038134612","https://openalex.org/W2040263621","https://openalex.org/W2050312722","https://openalex.org/W2052952840","https://openalex.org/W2058401212","https://openalex.org/W2059124315","https://openalex.org/W2062338313","https://openalex.org/W2068261775","https://openalex.org/W2068427284","https://openalex.org/W2074013628","https://openalex.org/W2074783809","https://openalex.org/W2084030943","https://openalex.org/W2087544506","https://openalex.org/W2095178814","https://openalex.org/W2097745829","https://openalex.org/W2106035617","https://openalex.org/W2108957488","https://openalex.org/W2109268594","https://openalex.org/W2111619626","https://openalex.org/W2114445889","https://openalex.org/W2116817369","https://openalex.org/W2118134611","https://openalex.org/W2118366990","https://openalex.org/W2119587968","https://openalex.org/W2121213724","https://openalex.org/W2122410182","https://openalex.org/W2125800352","https://openalex.org/W2129368140","https://openalex.org/W2138646541","https://openalex.org/W2141975087","https://openalex.org/W2143010037","https://openalex.org/W2143554828","https://openalex.org/W2148459868","https://openalex.org/W2153457047","https://openalex.org/W2153458569","https://openalex.org/W2154733731","https://openalex.org/W2159128662","https://openalex.org/W2160170050","https://openalex.org/W2162462435","https://openalex.org/W2163419627","https://openalex.org/W2163598528","https://openalex.org/W2164364358","https://openalex.org/W2172250756","https://openalex.org/W2175070000","https://openalex.org/W2182617692","https://openalex.org/W2185658997","https://openalex.org/W2185993807","https://openalex.org/W2228333672","https://openalex.org/W2244363448","https://openalex.org/W2266336423","https://openalex.org/W2294350996","https://openalex.org/W2295643493","https://openalex.org/W2407065712","https://openalex.org/W2407098060","https://openalex.org/W2460539703","https://openalex.org/W2480502393","https://openalex.org/W2487814951","https://openalex.org/W2516521180","https://openalex.org/W2527300705","https://openalex.org/W2531089039","https://openalex.org/W2532324861","https://openalex.org/W2553019729","https://openalex.org/W2594141822","https://openalex.org/W2609422169","https://openalex.org/W2767316238","https://openalex.org/W2788926248","https://openalex.org/W2884352572","https://openalex.org/W2949064061","https://openalex.org/W3003629527","https://openalex.org/W3009454296","https://openalex.org/W3021909058","https://openalex.org/W3125866593","https://openalex.org/W4237788944","https://openalex.org/W4243240143","https://openalex.org/W4285719527","https://openalex.org/W4391166350","https://openalex.org/W4392909747"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748","https://openalex.org/W4233347783","https://openalex.org/W2921937052","https://openalex.org/W2915637974"],"abstract_inverted_index":{"Data":[0],"sensing,":[1],"information":[2],"processing,":[3],"and":[4,32,53,56,90,116,163,217,227,237,256,259,274,285,304,325,341,370,379,401,410,445,461],"networking":[5],"technologies":[6,102,232,415],"are":[7,49,413],"being":[8],"fast":[9],"embedded":[10],"into":[11],"the":[12,16,21,28,39,74,120,129,141,157,172,193,201,209,219,223,229,253,263,276,289,328,338,384,390,417,424,443],"very":[13],"fabric":[14],"of":[15,23,30,63,113,122,143,159,169,174,190,192,196,204,211,225,233,265,291,311,321,327,357,419,423,448,453,458],"contemporary":[17],"city":[18],"to":[19,26,96,100,104,137,156,184,200,215,244,251,281,307,335,352,381,388,433,442],"enable":[20],"use":[22,142],"innovative":[24],"solutions":[25],"overcome":[27],"challenges":[29,400],"sustainability":[31],"urbanization.":[33],"This":[34,178],"has":[35,153,331],"been":[36,154,333],"boosted":[37],"by":[38],"new":[40,194,309,440],"digital":[41],"transition":[42,47],"in":[43,119,171,198,242,288,315,337,342,360,372,383,451],"ICT.":[44],"Driving":[45],"such":[46,101,266],"predominantly":[48],"big":[50,114,160,234,282,407,459],"data":[51,85,115,161,235,283,408,460],"analytics":[52,162,236,284,409],"context-aware":[54,117,164,238,286,411,462],"computing":[55,83,165,197,239,287,412],"their":[57,68,313,427,434],"increasing":[58],"amalgamation":[59],"within":[60],"a":[61,181,300,323,347,355,438,455],"number":[62],"urban":[64,317,339,350,449],"domains,":[65],"especially":[66],"as":[67,111,166,240,248,250,397,399,426,432],"functionality":[69],"involve":[70],"more":[71,301],"or":[72,103],"less":[73],"same":[75],"core":[76,230],"enabling":[77,231],"technologies,":[78],"namely":[79],"sensing":[80],"devices,":[81],"cloud":[82],"infrastructures,":[84],"processing":[86],"platforms,":[87],"middleware":[88],"architectures,":[89],"wireless":[91],"networks.":[92],"Topical":[93],"studies":[94,139,382],"tend":[95],"only":[97],"pass":[98],"reference":[99],"largely":[105],"focus":[106],"on":[107,128,354],"one":[108,430],"particular":[109],"technology":[110],"part":[112],"ecosystems":[118,241],"realm":[121],"smart":[123,175,205,245,292,420],"cities.":[124,177,207],"Moreover,":[125],"empirical":[126,373],"research":[127,297],"topic,":[130],"with":[131,222,262],"some":[132],"exceptions,":[133],"is":[134,180,214],"generally":[135],"limited":[136],"case":[138],"without":[140],"any":[144],"common":[145],"conceptual":[146,358],"frameworks.":[147],"In":[148,268,319,386],"addition,":[149],"relatively":[150],"little":[151],"attention":[152],"given":[155],"integration":[158],"advanced":[167],"forms":[168],"ICT":[170,191],"context":[173,290],"sustainable":[176,206,246,293,421],"endeavor":[179],"first":[182],"attempt":[183],"address":[185],"these":[186],"two":[187],"major":[188],"strands":[189],"wave":[195],"relation":[199],"informational":[202],"landscape":[203],"Therefore,":[208],"purpose":[210],"this":[212],"study":[213],"review":[216,324],"synthesize":[218],"relevant":[220,278],"literature":[221,330],"objective":[224],"identifying":[226],"distilling":[228],"relevance":[243],"cities,":[247,294],"well":[249,398],"illustrate":[252],"key":[254],"computational":[255],"analytical":[257],"techniques":[258],"processes":[260,447],"associated":[261],"functioning":[264,418],"ecosystems.":[267],"doing":[269,343],"so,":[270,344],"we":[271,345,393],"develop,":[272],"elucidate,":[273],"evaluate":[275],"most":[277],"frameworks":[279,359],"pertaining":[280],"bringing":[295,437],"together":[296],"directed":[298],"at":[299],"conceptual,":[302],"analytical,":[303],"overarching":[305],"level":[306],"stimulate":[308],"ways":[310],"investigating":[312],"role":[314],"advancing":[316,465],"sustainability.":[318,466],"terms":[320,452],"originality,":[322],"synthesis":[326],"technical":[329],"not":[332],"undertaken":[334],"date":[336],"literature,":[340],"provide":[346],"basis":[348],"for":[349,416,436,464],"researchers":[351],"draw":[353],"set":[356],"future":[361],"research.":[362],"The":[363],"proposed":[364],"frameworks,":[365],"which":[366],"can":[367],"be":[368],"replicated":[369],"tested":[371],"research,":[374],"will":[375],"add":[376],"additional":[377],"depth":[378],"rigor":[380],"field.":[385],"addition":[387],"reviewing":[389],"important":[391,395],"works,":[392],"highlight":[394],"applications":[396,463],"open":[402],"issues.":[403],"We":[404],"argue":[405],"that":[406],"prerequisite":[414],"cities":[422],"future,":[425],"effects":[428],"reinforce":[429],"another":[431],"efforts":[435],"whole":[439],"dimension":[441],"operating":[444],"organizing":[446],"life":[450],"employing":[454],"wide":[456],"variety":[457]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}