{"id":"https://openalex.org/W4402307863","doi":"https://doi.org/10.3233/scs-240006","title":"Analysis of human mobility behavior in Smart Cities and Smart Environments: A\u00a0systematic literature review and taxonomy","display_name":"Analysis of human mobility behavior in Smart Cities and Smart Environments: A\u00a0systematic literature review and taxonomy","publication_year":2024,"publication_date":"2024-09-06","ids":{"openalex":"https://openalex.org/W4402307863","doi":"https://doi.org/10.3233/scs-240006"},"language":"en","primary_location":{"id":"doi:10.3233/scs-240006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/scs-240006","pdf_url":null,"source":{"id":"https://openalex.org/S4220651211","display_name":"Journal of Smart Cities and Society","issn_l":"2772-3577","issn":["2772-3577","2772-3585"],"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 Smart Cities and Society","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":null,"display_name":"Carlos Eduardo Liedtke Borges","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Carlos Eduardo Liedtke Borges","raw_affiliation_strings":["Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046582723","display_name":"Jorge Aranda","orcid":"https://orcid.org/0000-0002-9775-5842"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Arthur Schneider Aranda","raw_affiliation_strings":["Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Luis Vict\u00f3ria Barbosa","raw_affiliation_strings":["Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computing Graduate Program (PPGCA), University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Brazil","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61722147"],"apc_list":null,"apc_paid":null,"fwci":4.4015,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93191873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"3","issue":"3","first_page":"127","last_page":"162"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6260517835617065},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6016294360160828},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5540477633476257},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.4631682336330414},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4394090473651886},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4135303497314453},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3353840112686157},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3254814147949219},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22442489862442017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.216963529586792},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.09868651628494263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6260517835617065},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6016294360160828},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5540477633476257},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.4631682336330414},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4394090473651886},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4135303497314453},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3353840112686157},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3254814147949219},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22442489862442017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.216963529586792},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.09868651628494263},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/scs-240006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/scs-240006","pdf_url":null,"source":{"id":"https://openalex.org/S4220651211","display_name":"Journal of Smart Cities and Society","issn_l":"2772-3577","issn":["2772-3577","2772-3585"],"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 Smart Cities and Society","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W574900623","https://openalex.org/W941222599","https://openalex.org/W1496450252","https://openalex.org/W1776176641","https://openalex.org/W1989000511","https://openalex.org/W1995151908","https://openalex.org/W2071556570","https://openalex.org/W2211433204","https://openalex.org/W2494466315","https://openalex.org/W2516667418","https://openalex.org/W2586401762","https://openalex.org/W2623684345","https://openalex.org/W2626120117","https://openalex.org/W2732157297","https://openalex.org/W2743470529","https://openalex.org/W2745801784","https://openalex.org/W2770915439","https://openalex.org/W2789410839","https://openalex.org/W2799782022","https://openalex.org/W2807347741","https://openalex.org/W2902285518","https://openalex.org/W2903809262","https://openalex.org/W2914647709","https://openalex.org/W2917030220","https://openalex.org/W2918369156","https://openalex.org/W2921876082","https://openalex.org/W2945097915","https://openalex.org/W2946391111","https://openalex.org/W2951616785","https://openalex.org/W2951627131","https://openalex.org/W2952144734","https://openalex.org/W2954422680","https://openalex.org/W2963888093","https://openalex.org/W2965968803","https://openalex.org/W2966242414","https://openalex.org/W2969914725","https://openalex.org/W2977592062","https://openalex.org/W2983609278","https://openalex.org/W3011883049","https://openalex.org/W3015326165","https://openalex.org/W3015668315","https://openalex.org/W3031048761","https://openalex.org/W3047884290","https://openalex.org/W3094134956","https://openalex.org/W3107618203","https://openalex.org/W3111584382","https://openalex.org/W3123000960","https://openalex.org/W3126885201","https://openalex.org/W3130920915","https://openalex.org/W3135235283","https://openalex.org/W3158641354","https://openalex.org/W3186211978","https://openalex.org/W3199819348","https://openalex.org/W3203377386","https://openalex.org/W3209793154","https://openalex.org/W3211160359","https://openalex.org/W4200541361","https://openalex.org/W4200570647","https://openalex.org/W4206811094","https://openalex.org/W4223606048","https://openalex.org/W4242441996","https://openalex.org/W4293572153","https://openalex.org/W4297962087","https://openalex.org/W4311453046","https://openalex.org/W4399852050"],"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/W578848535","https://openalex.org/W2962922615","https://openalex.org/W4313513485","https://openalex.org/W2365406785","https://openalex.org/W4230169674"],"abstract_inverted_index":{"The":[0,108],"analysis":[1,194],"of":[2,27,71,98,130,140,150,167,177],"human":[3,28,60,160],"mobility":[4,61,161,190],"behavior":[5,62,162],"through":[6,125],"computational":[7,54,103],"techniques":[8,55,104,112,133],"finds":[9],"applications":[10],"in":[11,30,63,80],"various":[12],"domains":[13],"and":[14,23,33,66,77,101,113,123,144,175,195],"provides":[15,90],"valuable":[16],"insights":[17],"for":[18],"urban":[19,170],"planning,":[20,189],"transportation":[21],"services,":[22],"a":[24,42,138,164],"deeper":[25],"understanding":[26],"interactions":[29],"Smart":[31,34,64,67],"Cities":[32,65],"Environments.":[35],"In":[36],"this":[37,39,88,153],"scenario,":[38],"study":[40,89,157],"presents":[41],"Systematic":[43],"Literature":[44],"Review":[45],"(SLR)":[46],"with":[47,137],"the":[48,85,99,102,117,131,148,155],"following":[49],"main":[50,86],"question:":[51],"How":[52],"are":[53,120],"being":[56],"used":[57,115],"to":[58,92],"analyse":[59],"Environments?":[68],"A":[69,96,127],"total":[70],"5989":[72],"articles":[73,82],"were":[74],"initially":[75],"found":[76],"filtered,":[78],"resulting":[79],"56":[81],"reviewed.":[83],"As":[84],"contributions,":[87],"responses":[91],"19":[93],"research":[94,145],"questions.":[95],"list":[97],"challenges":[100],"identified":[105,132],"is":[106,134,154],"provided.":[107],"algorithms,":[109],"machine":[110],"learning":[111],"data-sources":[114],"by":[116],"reviewed":[118,159],"studies":[119],"also":[121],"presented":[122],"organized":[124],"taxonomies.":[126],"comprehensive":[128],"discussion":[129],"conducted,":[135],"finishing":[136],"compilation":[139],"challenges,":[141],"open":[142],"issues":[143],"opportunities.":[146],"To":[147],"best":[149],"our":[151],"knowledge,":[152],"first":[156],"that":[158],"covering":[163],"wide":[165],"range":[166],"scenarios,":[168],"including":[169],"mobility,":[171],"public":[172],"transport,":[173],"points":[174],"regions":[176],"interest,":[178],"ridesharing,":[179],"bike-sharing,":[180],"traffic":[181],"analysis,":[182],"driving":[183],"behavior,":[184],"electric":[185],"vehicle":[186],"charging":[187],"stations":[188],"on":[191],"demand,":[192],"crowd":[193],"others.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-15T08:27:34.491423","created_date":"2025-10-10T00:00:00"}
