{"id":"https://openalex.org/W2943799979","doi":"https://doi.org/10.1109/mcom.2019.1800611","title":"Toward Understanding Crowd Mobility in Smart Cities through the Internet of Things","display_name":"Toward Understanding Crowd Mobility in Smart Cities through the Internet of Things","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2943799979","doi":"https://doi.org/10.1109/mcom.2019.1800611","mag":"2943799979"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2019.1800611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2019.1800611","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1909.08522","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050770083","display_name":"G\u00fcrkan Solmaz","orcid":"https://orcid.org/0000-0002-5341-7913"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gurkan Solmaz","raw_affiliation_strings":["NEC Laboratories Europe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023462911","display_name":"Fang\u2013Jing Wu","orcid":"https://orcid.org/0000-0003-4443-3353"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fang-Jing Wu","raw_affiliation_strings":["TU Dortmund University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037445523","display_name":"Flavio Cirillo","orcid":"https://orcid.org/0000-0001-5273-9366"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Flavio Cirillo","raw_affiliation_strings":["NEC Laboratories Europe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001582325","display_name":"Ern\u0151 Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-4010-5208"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Erno Kovacs","raw_affiliation_strings":["NEC Laboratories Europe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091126183","display_name":"Juan Ram\u00f3n Santana","orcid":"https://orcid.org/0000-0003-1374-2153"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Ramon Santana","raw_affiliation_strings":["University of Cantabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046160910","display_name":"Lu\u0131\u0301s S\u00e1nchez","orcid":"https://orcid.org/0000-0003-0136-3420"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Sanchez","raw_affiliation_strings":["University of Cantabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001191658","display_name":"Pablo Sotres","orcid":"https://orcid.org/0000-0002-2881-3594"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Sotres","raw_affiliation_strings":["University of Cantabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002249811","display_name":"Lu\u0131\u0301s Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-7704-1199"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Munoz","raw_affiliation_strings":["University of Cantabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria","institution_ids":["https://openalex.org/I13134134"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.3298,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.98440314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"57","issue":"4","first_page":"40","last_page":"46"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7458751797676086},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.7444653511047363},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.7165476083755493},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.642314612865448},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5786592960357666},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5661771297454834},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.49424460530281067},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4687616527080536},{"id":"https://openalex.org/keywords/trust-management","display_name":"Trust management (information system)","score":0.44138094782829285},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.42242297530174255},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40756458044052124},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3708128333091736},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2565905451774597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458751797676086},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7444653511047363},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.7165476083755493},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.642314612865448},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5786592960357666},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5661771297454834},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.49424460530281067},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4687616527080536},{"id":"https://openalex.org/C2776384856","wikidata":"https://www.wikidata.org/wiki/Q17145767","display_name":"Trust management (information system)","level":2,"score":0.44138094782829285},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.42242297530174255},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40756458044052124},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3708128333091736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2565905451774597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcom.2019.1800611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2019.1800611","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:dnet:ucreareposit::43fce8d6decba437d9d5e15f92be194c","is_oa":false,"landing_page_url":"http://hdl.handle.net/10902/18317","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE Communications Magazine, 2019, 57(4), 40-46","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:1909.08522","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.08522","pdf_url":"https://arxiv.org/pdf/1909.08522","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1909.08522","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.08522","pdf_url":"https://arxiv.org/pdf/1909.08522","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1895379397","https://openalex.org/W2058401212","https://openalex.org/W2115240023","https://openalex.org/W2279621897","https://openalex.org/W2583189593","https://openalex.org/W2586401762","https://openalex.org/W2592550110","https://openalex.org/W2795066446","https://openalex.org/W2798797478","https://openalex.org/W2835064718","https://openalex.org/W2885043307","https://openalex.org/W2892123858","https://openalex.org/W2897568871","https://openalex.org/W2951152347","https://openalex.org/W4250934960"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2774156635","https://openalex.org/W2972469601","https://openalex.org/W314277043","https://openalex.org/W4206836210","https://openalex.org/W4360981879"],"abstract_inverted_index":{"Understanding":[0],"crowd":[1,10,45,83,98,138,164],"mobility":[2,139],"behaviors":[3],"would":[4],"be":[5],"a":[6],"key":[7],"enabler":[8],"for":[9,82,97],"management":[11,46,84,165],"in":[12,85,120,144,157,166],"smart":[13,86,167],"cities,":[14],"benefiting":[15],"various":[16,79,130,142],"sectors":[17],"such":[18,132],"as":[19,70,133],"public":[20],"safety,":[21],"tourism":[22],"and":[23,31,38,105,109,125,136,162],"transportation.":[24],"This":[25],"article":[26,54,91],"discusses":[27,92],"the":[28,32,56,59,90,100,106,113,121],"existing":[29],"challenges":[30],"recent":[33],"advances":[34],"to":[35,128,159],"overcome":[36],"them":[37],"allow":[39],"sharing":[40],"information":[41],"across":[42,155],"stakeholders":[43],"of":[44,49,58,73],"through":[47],"Internet":[48],"Things":[50],"(IoT)":[51],"technologies.":[52],"The":[53,75,147],"proposes":[55],"usage":[57],"new":[60],"federated":[61],"interoperable":[62],"semantic":[63],"IoT":[64,80,95],"platform":[65,76],"(FIESTA-IoT),":[66],"which":[67],"is":[68],"considered":[69],"\"a":[71],"system":[72],"systems.\"":[74],"can":[77],"support":[78,163],"applications":[81,156],"cities.":[87],"In":[88],"particular,":[89],"two":[93],"integrated":[94],"systems":[96,152],"mobility:":[99],"Crowd":[101,107],"Mobility":[102],"Analytics":[103],"System":[104,111],"Counting":[108],"Location":[110],"(from":[112],"SmartSantander":[114],"testbed).":[115],"Pilot":[116],"studies":[117],"are":[118,153],"conducted":[119],"Gold":[122],"Coast,":[123],"Australia,":[124],"Santander,":[126],"Spain,":[127],"fulfill":[129],"requirements":[131],"providing":[134],"online":[135],"offline":[137],"analyses":[140,148],"with":[141],"sensors":[143],"different":[145],"regions.":[146],"provided":[149],"by":[150],"these":[151],"shared":[154],"order":[158],"provide":[160],"insights":[161],"city":[168],"environments.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
