{"id":"https://openalex.org/W2786512490","doi":"https://doi.org/10.1109/mcom.2018.1700294","title":"Recent Advances and Challenges in Mobile Big Data","display_name":"Recent Advances and Challenges in Mobile Big Data","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2786512490","doi":"https://doi.org/10.1109/mcom.2018.1700294","mag":"2786512490"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2018.1700294","doi":"https://doi.org/10.1109/mcom.2018.1700294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2018.1700294","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,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-2","poland-200","russia-white-list-1"],"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"},"volume":null,"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":"https://openalex.org/A5001400366","display_name":"Ejaz Ahmed","orcid":"https://orcid.org/0000-0002-6227-0650","observed_orcids":["https://orcid.org/0000-0002-6227-0650"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ejaz Ahmed","raw_affiliation_strings":["University of Malaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044230953","display_name":"Ibrar Yaqoob","orcid":"https://orcid.org/0000-0002-8438-3429","observed_orcids":["https://orcid.org/0000-0002-8438-3429"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ibrar Yaqoob","raw_affiliation_strings":["University of Malaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090355098","display_name":"Mohamed Hashem","orcid":"https://orcid.org/0000-0001-7611-9540","observed_orcids":["https://orcid.org/0000-0001-7611-9540"]},"institutions":[{"id":"https://openalex.org/I181397559","display_name":"Asia Pacific University of Technology & Innovation","ror":"https://ror.org/03c52a632","country_code":"MY","type":"education","lineage":["https://openalex.org/I181397559"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ibrahim Abaker Targio Hashem","raw_affiliation_strings":["Asia Pacific University of Technology and Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia Pacific University of Technology and Innovation","institution_ids":["https://openalex.org/I181397559"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005864005","display_name":"Junaid Shuja","orcid":"https://orcid.org/0000-0003-0726-5311","observed_orcids":["https://orcid.org/0000-0003-0726-5311"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Junaid Shuja","raw_affiliation_strings":["COMSATS Institute of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031927335","display_name":"Muhammad Ali Imran","orcid":"https://orcid.org/0000-0002-6946-2591","observed_orcids":["https://orcid.org/0000-0002-6946-2591","https://orcid.org/0000-0003-4743-9136","https://orcid.org/0000-0003-1213-7250"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Imran","raw_affiliation_strings":["King Saud University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Saud University","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029714594","display_name":"Nadra Guizani","orcid":"https://orcid.org/0000-0001-5332-2685","observed_orcids":["https://orcid.org/0000-0001-5332-2685"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nadra Guizani","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013709516","display_name":"Sheikh Tahir Bakhsh","orcid":"https://orcid.org/0000-0001-8467-0375","observed_orcids":["https://orcid.org/0000-0001-8467-0375"]},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sheikh Tahir Bakhsh","raw_affiliation_strings":["King Abdulaziz University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":14.1938,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98599846,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"56","issue":"2","first_page":"102","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.8227999806404114,"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"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.8227999806404114,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.09880000352859497,"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":0.00860000029206276,"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/mobile-big-data","display_name":"mobile big data","score":0.9990000128746033},{"id":"https://openalex.org/keywords/internet-of-vehicles","display_name":"Internet of Vehicles","score":0.7770000100135803},{"id":"https://openalex.org/keywords/mobile-sensors","display_name":"mobile sensors","score":0.5559999942779541},{"id":"https://openalex.org/keywords/smartphones","display_name":"smartphones","score":0.9100000262260437},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.7319999933242798},{"id":"https://openalex.org/keywords/data-security","display_name":"data security","score":0.8140000104904175},{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":0.8080000281333923},{"id":"https://openalex.org/keywords/medical-applications","display_name":"medical applications","score":0.8960000276565552},{"id":"https://openalex.org/keywords/telecommunications","display_name":"telecommunications","score":0.7310000061988831},{"id":"https://openalex.org/keywords/online-advertising","display_name":"online advertising","score":1.0},{"id":"https://openalex.org/keywords/transportation","display_name":"transportation","score":0.6579999923706055},{"id":"https://openalex.org/keywords/open-problems","display_name":"open problems","score":0.621999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8206702470779419},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7322505116462708},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6739102602005005},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.6002025604248047},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5035993456840515},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32792407274246216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10373494029045105}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.2018.1700294","doi":"https://doi.org/10.1109/mcom.2018.1700294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2018.1700294","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,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-2","poland-200","russia-white-list-1"],"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:vital:15995","doi":null,"is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/181792","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W152042996","https://openalex.org/W772827274","https://openalex.org/W1485815177","https://openalex.org/W1497657220","https://openalex.org/W1980805637","https://openalex.org/W1986008374","https://openalex.org/W2017137821","https://openalex.org/W2039675281","https://openalex.org/W2068224642","https://openalex.org/W2077695061","https://openalex.org/W2134295053","https://openalex.org/W2415391790","https://openalex.org/W2562414240","https://openalex.org/W2579086357","https://openalex.org/W2726150830"],"related_works":["https://openalex.org/W2887616981","https://openalex.org/W2886492742","https://openalex.org/W4406988534","https://openalex.org/W2519813019","https://openalex.org/W4299478920","https://openalex.org/W1986008374","https://openalex.org/W4235992858","https://openalex.org/W2807501209","https://openalex.org/W4409507779","https://openalex.org/W2623357190"],"abstract_inverted_index":{"The":[0],"unabated":[1],"flurry":[2],"of":[3,14,25,41,87,135,140],"research":[4,34,98,154,160],"activities":[5],"dedicated":[6],"to":[7],"gaining":[8],"business":[9],"insights":[10],"from":[11],"a":[12,32,110],"flood":[13],"data":[15,73,123],"generated":[16],"by":[17,108,131],"heterogeneous":[18],"mobile":[19,43],"sources,":[20],"such":[21],"as":[22,158],"the":[23,39,64,85,106,128],"Internet":[24],"Vehicles,":[26],"sensors,":[27],"and":[28,50,71,122,147],"smartphones,":[29],"has":[30],"instigated":[31],"new":[33],"domain":[35],"called":[36],"MBD.":[37,102],"At":[38],"core":[40],"this":[42,92],"environment,":[44],"scalability,":[45],"cost":[46],"effectiveness,":[47],"reliability,":[48],"analytics,":[49,118],"security":[51],"are":[52,149,156],"important":[53],"concerns.":[54],"Coping":[55],"with":[56,67],"these":[57,88],"issues":[58],"in":[59,133,142],"handling":[60],"MBD":[61,107,132,141],"requires":[62],"understanding":[63],"challenges":[65,155],"associated":[66],"it.":[68],"Mobile":[69],"computing":[70],"big":[72],"have":[74,83],"been":[75],"widely":[76],"studied":[77],"separately;":[78],"however,":[79],"very":[80],"few":[81],"studies":[82],"explored":[84],"convergence":[86],"two":[89],"domains.":[90],"In":[91],"article,":[93],"we":[94,126],"critically":[95],"review":[96],"recent":[97],"efforts":[99],"directed":[100],"at":[101],"We":[103],"also":[104,150],"classify":[105],"devising":[109],"thematic":[111],"taxonomy":[112],"that":[113],"is":[114],"based":[115],"on":[116],"source,":[117],"applications,":[119],"characteristics,":[120],"security,":[121],"type.":[124],"Furthermore,":[125],"discuss":[127],"opportunities":[129],"offered":[130],"terms":[134],"analytics.":[136],"Some":[137],"potential":[138],"uses":[139],"healthcare,":[143],"telecommunication,":[144],"digital":[145],"advertising,":[146],"transportation":[148],"presented.":[151],"Several":[152],"open":[153],"discussed":[157],"future":[159],"directions.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":6}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-02-23T00:00:00"}