{"id":"https://openalex.org/W2806822625","doi":"https://doi.org/10.1145/3206157.3206166","title":"The 10 Vs, Issues and Challenges of Big Data","display_name":"The 10 Vs, Issues and Challenges of Big Data","publication_year":2018,"publication_date":"2018-03-09","ids":{"openalex":"https://openalex.org/W2806822625","doi":"https://doi.org/10.1145/3206157.3206166","mag":"2806822625"},"language":"en","primary_location":{"id":"doi:10.1145/3206157.3206166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206157.3206166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Big Data and Education","raw_type":"proceedings-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":"https://openalex.org/A5003815140","display_name":"Nawsher Khan","orcid":"https://orcid.org/0000-0002-9058-4809"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]},{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["PK","SA"],"is_corresponding":true,"raw_author_name":"Nawsher Khan","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia, Department of Computer Science, Abdul Wali Khan University, Pakistan"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia, Department of Computer Science, Abdul Wali Khan University, Pakistan","institution_ids":["https://openalex.org/I181063083","https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037814812","display_name":"Mohammed Alsaqer","orcid":null},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mohammed Alsaqer","raw_affiliation_strings":["Department of Computer Science, Abdul Wali Khan University, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Abdul Wali Khan University, Pakistan","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045970551","display_name":"Habib Shah","orcid":"https://orcid.org/0000-0003-2078-6285"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Habib Shah","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033349803","display_name":"Gran Badsha","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Gran Badsha","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046708851","display_name":"Aftab Ahmad Abbasi","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Aftab Ahmad Abbasi","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016537675","display_name":"Soulmaz Salehian","orcid":null},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soulmaz Salehian","raw_affiliation_strings":["Department of Computer Science & Engineering, Oakland University, Rochester, MI, United States"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Oakland University, Rochester, MI, United States","institution_ids":["https://openalex.org/I177721651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003815140"],"corresponding_institution_ids":["https://openalex.org/I181063083","https://openalex.org/I82952536"],"apc_list":null,"apc_paid":null,"fwci":11.6432,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.98501859,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"52","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9941999912261963,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/big-data","display_name":"Big data","score":0.8579034805297852},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6542184948921204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373557448387146},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6051463484764099},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.556229829788208},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5388173460960388},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5071446895599365},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.47058263421058655},{"id":"https://openalex.org/keywords/internet-access","display_name":"Internet access","score":0.4456249475479126},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4312424063682556},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.41027095913887024},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.299202561378479},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11053219437599182}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8579034805297852},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6542184948921204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373557448387146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6051463484764099},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.556229829788208},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5388173460960388},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5071446895599365},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.47058263421058655},{"id":"https://openalex.org/C83849155","wikidata":"https://www.wikidata.org/wiki/Q1472399","display_name":"Internet access","level":3,"score":0.4456249475479126},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4312424063682556},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.41027095913887024},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.299202561378479},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11053219437599182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3206157.3206166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206157.3206166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Big Data and Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W132173676","https://openalex.org/W1877895303","https://openalex.org/W1978954664","https://openalex.org/W2000432868","https://openalex.org/W2039281946","https://openalex.org/W2047507037","https://openalex.org/W2072534270","https://openalex.org/W2095178814","https://openalex.org/W2109574129","https://openalex.org/W2119565742","https://openalex.org/W2125800352","https://openalex.org/W2131307433","https://openalex.org/W2159128662","https://openalex.org/W2173213060","https://openalex.org/W2261525379","https://openalex.org/W2328892512","https://openalex.org/W2383848838","https://openalex.org/W2514571682","https://openalex.org/W2519706319","https://openalex.org/W2543973384","https://openalex.org/W2550527291","https://openalex.org/W2574134800","https://openalex.org/W2588984225","https://openalex.org/W2642383336","https://openalex.org/W6729841520"],"related_works":["https://openalex.org/W1539266347","https://openalex.org/W2267913355","https://openalex.org/W2788570199","https://openalex.org/W2000787479","https://openalex.org/W4248006302","https://openalex.org/W1488904332","https://openalex.org/W4256453413","https://openalex.org/W3135535244","https://openalex.org/W3045785873","https://openalex.org/W4378605586"],"abstract_inverted_index":{"In":[0,59],"this":[1],"emerging":[2],"computing":[3,26],"and":[4,8,12,27,67,86,102,108,116,138,153,161,171],"digital":[5],"globe,":[6],"information":[7,105],"Knowledge":[9],"are":[10,42,150],"created":[11],"then":[13],"collected":[14],"with":[15,110],"a":[16,56,163],"rapid":[17],"approach":[18],"by":[19],"wide":[20],"range":[21],"of":[22,35,39,48,83,97,122,147,158,166,180],"applications":[23],"through":[24],"scientific":[25],"commercial":[28],"workloads.":[29],"Over":[30],"3.8":[31],"billion":[32,37,50,53,62],"people":[33],"out":[34],"7.6":[36],"population":[38],"the":[40,45,91,95,148,155],"world":[41],"connected":[43,66],"to":[44,151],"internet.":[46],"Out":[47],"13.4":[49],"devices,":[51],"8.06":[52],"devices":[54,63,85],"have":[55],"mobile":[57],"connection.":[58],"2020,":[60],"38.5":[61],"will":[64,71],"be":[65,72],"globally":[68],"internet":[69,87],"traffic":[70],"92":[73],"times":[74],"greater":[75],"than":[76],"it":[77],"was":[78],"in":[79,100,140],"2005.":[80],"The":[81,128,145],"use":[82],"such":[84,133],"not":[88],"only":[89],"increase":[90],"data":[92,124,142],"volume":[93],"but":[94],"velocity":[96],"market":[98],"brings":[99],"fast-track":[101],"accelerates":[103],"as":[104],"is":[106],"transferred":[107],"shared":[109],"light":[111],"speed":[112],"on":[113],"optic":[114],"fiber":[115],"wireless":[117],"networks.":[118],"This":[119],"fast":[120],"generation":[121],"huge":[123],"creates":[125],"numerous":[126],"challenges.":[127],"existing":[129],"approaches":[130],"addressing":[131],"issues":[132],"as,":[134],"Volume,":[135],"Variety,":[136],"Velocity":[137],"Value":[139],"big":[141],"research":[143],"perspective.":[144],"objectives":[146],"paper":[149],"investigate":[152],"analyze":[154],"current":[156],"status":[157],"Big":[159,181],"Data":[160],"furthermore":[162],"comprehensive":[164],"overview":[165],"various":[167],"aspects":[168],"has":[169,173],"discussed,":[170],"additionally":[172],"been":[174],"described":[175],"all":[176],"10":[177],"Vs'":[178],"(Issues)":[179],"Data.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}