{"id":"https://openalex.org/W2901328711","doi":"https://doi.org/10.1109/mcom.2018.8539013","title":"Mobile Big Data for Urban Analytics","display_name":"Mobile Big Data for Urban Analytics","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2901328711","doi":"https://doi.org/10.1109/mcom.2018.8539013","mag":"2901328711"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2018.8539013","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2018.8539013","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/8539002/08539013.pdf","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":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/35/8539002/08539013.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029925982","display_name":"Pan Hui","orcid":"https://orcid.org/0000-0002-0848-2599"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Pan Hui","raw_affiliation_strings":["University of Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355277","display_name":"Yong Li","orcid":"https://orcid.org/0000-0001-5617-1659"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027075213","display_name":"J\u00f6rg Ott","orcid":"https://orcid.org/0000-0001-8311-8036"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorg Ott","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024670650","display_name":"Steve Uhlig","orcid":"https://orcid.org/0000-0001-6251-6836"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Uhlig","raw_affiliation_strings":["School of Electronic Engineering and Computer Science, Queen Mary University, London, United Kingom"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University, London, United Kingom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078582134","display_name":"Bo Han","orcid":"https://orcid.org/0000-0001-7042-3322"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Han","raw_affiliation_strings":["AT&T Labs Research, New Jersey"],"affiliations":[{"raw_affiliation_string":"AT&T Labs Research, New Jersey","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101482958","display_name":"Kun Tan","orcid":"https://orcid.org/0000-0001-6353-0146"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kun Tan","raw_affiliation_strings":["Cloud Networking Lab, Huawei Technologies"],"affiliations":[{"raw_affiliation_string":"Cloud Networking Lab, Huawei Technologies","institution_ids":["https://openalex.org/I4210123571"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029925982"],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15352372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"56","issue":"11","first_page":"12","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9836999773979187,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9836999773979187,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9817000031471252,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9059000015258789,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.8216827511787415},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6396641731262207},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5043741464614868},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4426139295101166},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4375305771827698},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3884211480617523},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3349970281124115},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.249598890542984},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19551217555999756}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8216827511787415},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6396641731262207},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5043741464614868},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4426139295101166},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4375305771827698},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3884211480617523},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3349970281124115},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.249598890542984},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19551217555999756}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcom.2018.8539013","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2018.8539013","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/8539002/08539013.pdf","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:repository.hkust.edu.hk:1783.1-99901","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000450603000002","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"},{"id":"pmh:oai:repository.ust.hk:1783.1-99901","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0163-6804&rft.volume=v. 56&rft.issue=(11)&rft.date=2018&rft.spage=12&rft.epage=&rft.aulast=Hui&rft.aufirst=Pan&rft.atitle=MOBILE+BIG+DATA+FOR+URBAN+ANALYTICS&rft.title=IEEE+COMMUNICATIONS+MAGAZINE","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Other"}],"best_oa_location":{"id":"doi:10.1109/mcom.2018.8539013","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2018.8539013","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/8539002/08539013.pdf","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"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Affordable and clean energy","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901328711.pdf","grobid_xml":"https://content.openalex.org/works/W2901328711.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3121443510","https://openalex.org/W2069408381","https://openalex.org/W641058583","https://openalex.org/W2114457122","https://openalex.org/W2176179953","https://openalex.org/W1994232288","https://openalex.org/W1968055665","https://openalex.org/W4234564246","https://openalex.org/W4246207724","https://openalex.org/W4210416133"],"abstract_inverted_index":{"The":[0,115],"rapid":[1],"progress":[2],"of":[3,45,53,69,73,88,95,125],"urbanization":[4],"not":[5],"only":[6],"enables":[7],"higher":[8],"populations":[9],"living":[10],"in":[11,76,103,117,129],"modern":[12],"cities,":[13],"but":[14],"also":[15],"engenders":[16],"many":[17],"\u201curban":[18],"diseases,\u201d":[19],"such":[20],"as":[21],"air":[22],"pollution,":[23],"traffic":[24],"congestion,":[25],"and":[26,36,58,71,84,97,101,113,132],"increased":[27],"energy":[28],"consumption.":[29],"Mobile":[30],"big":[31,136],"data,":[32],"with":[33],"advanced":[34],"communication":[35],"information":[37],"technologies,":[38],"can":[39,105],"be":[40],"collected":[41],"through":[42],"a":[43,122],"variety":[44],"data":[46,137],"sources,":[47],"including":[48],"cellular":[49],"networks,":[50,57],"the":[51,66,82,85,107,126],"Internet":[52],"Things":[54],"(IoT),":[55],"social":[56],"so":[59],"on.":[60],"This":[61],"allows":[62],"detailed":[63],"analysis":[64],"on":[65,91],"moving":[67],"patterns":[68],"citizens":[70],"behaviors":[72],"devices":[74],"deployed":[75],"urban":[77,139],"areas,":[78],"which":[79],"helps":[80],"grasp":[81],"outlines":[83],"inner":[86],"flows":[87],"cities.":[89],"Based":[90],"those":[92],"observations,":[93],"prediction":[94],"events":[96],"their":[98],"involved":[99],"crowds":[100],"departments":[102],"cities":[104],"lead":[106],"city":[108],"to":[109],"become":[110],"more":[111],"intelligent":[112],"greener.":[114],"articles":[116],"this":[118],"special":[119],"section":[120],"offer":[121],"comprehensive":[123],"overview":[124],"state-of-the-art":[127],"developments":[128],"technology,":[130],"application,":[131],"theory":[133],"for":[134,138],"mobile":[135],"analytics.":[140]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-11-29T00:00:00"}