{"id":"https://openalex.org/W2773426668","doi":"https://doi.org/10.1109/mcom.2017.8198795","title":"Emerging Trends, Issues, and Challenges in Big Data and Its Implementation toward Future Smart Cities","display_name":"Emerging Trends, Issues, and Challenges in Big Data and Its Implementation toward Future Smart Cities","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2773426668","doi":"https://doi.org/10.1109/mcom.2017.8198795","mag":"2773426668"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2017.8198795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2017.8198795","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":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/123149","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["Department of Information and Communication Systems, Hohai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems, Hohai University, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["University of Idaho"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Idaho","institution_ids":["https://openalex.org/I155093810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061267204","display_name":"Jaime Lloret","orcid":"https://orcid.org/0000-0002-0862-0533"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jaime Lloret","raw_affiliation_strings":["Politechnic University of Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politechnic University of Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091879207","display_name":"Sammy Chan","orcid":"https://orcid.org/0000-0002-8524-229X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sammy Chan","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026853484","display_name":"Liangtian Wan","orcid":"https://orcid.org/0000-0003-0574-8360"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Liangtian Wan","raw_affiliation_strings":["School of Electrical and Electrical Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electrical Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026628455","display_name":"Wael Guib\u00e8ne","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wael Guibene","raw_affiliation_strings":["Intel Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.765,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.9857567,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"55","issue":"12","first_page":"16","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.991100013256073,"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":0.9876999855041504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8564786314964294},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.7395780086517334},{"id":"https://openalex.org/keywords/urbanization","display_name":"Urbanization","score":0.6008415222167969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5985239744186401},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.5004000663757324},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45947450399398804},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4360157251358032},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4313638210296631},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4111623764038086},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4066431522369385},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.37618955969810486},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.345234215259552},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.167904794216156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13916829228401184},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.08962765336036682}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8564786314964294},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.7395780086517334},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.6008415222167969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5985239744186401},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.5004000663757324},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45947450399398804},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4360157251358032},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4313638210296631},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4111623764038086},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4066431522369385},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37618955969810486},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.345234215259552},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.167904794216156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13916829228401184},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.08962765336036682},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.2017.8198795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2017.8198795","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:riunet.upv.es:10251/123149","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/123149","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/123149","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/123149","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5099999904632568,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1971673042","https://openalex.org/W2020846819","https://openalex.org/W2031850392","https://openalex.org/W2031926216","https://openalex.org/W2146275810","https://openalex.org/W2153500642","https://openalex.org/W2475333243"],"related_works":["https://openalex.org/W2392907783","https://openalex.org/W891751532","https://openalex.org/W1985072978","https://openalex.org/W2375489112","https://openalex.org/W2370838374","https://openalex.org/W2354222596","https://openalex.org/W2392291083","https://openalex.org/W2594589918","https://openalex.org/W4296618677","https://openalex.org/W2800554002"],"abstract_inverted_index":{"The":[0,16],"articles":[1],"in":[2],"this":[3,26],"special":[4],"section":[5],"focus":[6],"on":[7],"Big":[8],"Data":[9],"as":[10,74],"it":[11],"impacts":[12],"future":[13,116,151],"smart":[14,62,97,117,152],"cities.":[15,153],"world":[17],"is":[18,35,99,120],"experiencing":[19],"a":[20],"period":[21],"of":[22,50,59,67,147],"extreme":[23],"urbanization.":[24],"Moreover,":[25],"process":[27,134],"will":[28],"continue,":[29],"and":[30,52,69,93,102,137],"the":[31,48,65,81,110,115,126,145],"global":[32],"urban":[33],"population":[34],"expected":[36],"to":[37,46,79,124,130,133,139,143],"double":[38],"by":[39],"2050.":[40],"Smart":[41],"city":[42,63,98],"has":[43],"been":[44],"proposed":[45],"improve":[47,144],"efficiency":[49],"services":[51],"meet":[53],"residents\u2019":[54],"needs":[55],"for":[56,109,150],"better":[57],"quality":[58,146],"life.":[60],"Essentially,":[61],"integrates":[64],"Internet":[66],"Things":[68],"emerging":[70],"communication":[71],"technologies":[72,108],"such":[73],"fifth":[75],"generation":[76],"(5G)":[77],"solutions":[78],"manage":[80],"citys\u2019":[82],"assets,":[83],"including":[84],"transportation":[85],"systems,":[86],"hospitals,":[87],"water":[88],"supply":[89],"networks,":[90],"waste":[91],"management,":[92],"so":[94],"on.":[95],"Therefore,":[96],"driving":[100],"innovation":[101],"new":[103],"technologies,":[104],"especially":[105],"big":[106,111,141],"data":[107,112,136,142],"era.":[113],"In":[114],"city,":[118],"there":[119],"an":[121],"urgent":[122],"need":[123],"address":[125],"following":[127],"issues:":[128],"how":[129,138],"design":[131],"algorithms":[132],"mass":[135],"utilize":[140],"service":[148],"(QoS)":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
