{"id":"https://openalex.org/W3008105883","doi":"https://doi.org/10.1080/09537325.2020.1732912","title":"A review of machine learning for big data analytics: bibliometric approach","display_name":"A review of machine learning for big data analytics: bibliometric approach","publication_year":2020,"publication_date":"2020-02-27","ids":{"openalex":"https://openalex.org/W3008105883","doi":"https://doi.org/10.1080/09537325.2020.1732912","mag":"3008105883"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2020.1732912","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2020.1732912","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis & Strategic Management","raw_type":"journal-article"},"type":"review","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/A5057893924","display_name":"El-Sayed M. El-Alfy","orcid":"https://orcid.org/0000-0001-6279-9776"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"El-Sayed M. El-Alfy","raw_affiliation_strings":["Information and Computer Science Department, College of Computer Sciences and Engineering, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Information and Computer Science Department, College of Computer Sciences and Engineering, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008396407","display_name":"Salahadin Mohammed","orcid":"https://orcid.org/0000-0002-2660-4369"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Salahadin A. Mohammed","raw_affiliation_strings":["Information and Computer Science Department, College of Computer Sciences and Engineering, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Information and Computer Science Department, College of Computer Sciences and Engineering, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057893924"],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":null,"apc_paid":null,"fwci":6.3556,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.96412333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"8","first_page":"984","last_page":"1005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9975000023841858,"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":0.9975000023841858,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/data-science","display_name":"Data science","score":0.7149500250816345},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7006374001502991},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.6813257932662964},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6295232772827148},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.5629119873046875},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5467251539230347},{"id":"https://openalex.org/keywords/web-of-science","display_name":"Web of science","score":0.5372756719589233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5366150140762329},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.5094903111457825},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4767771065235138},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34687870740890503},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.23937365412712097},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23739773035049438},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.1910921335220337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13932982087135315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1387651562690735},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1330741047859192},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.11039423942565918}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7149500250816345},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7006374001502991},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6813257932662964},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6295232772827148},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.5629119873046875},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5467251539230347},{"id":"https://openalex.org/C3020774429","wikidata":"https://www.wikidata.org/wiki/Q1201886","display_name":"Web of science","level":3,"score":0.5372756719589233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5366150140762329},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.5094903111457825},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4767771065235138},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34687870740890503},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.23937365412712097},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23739773035049438},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1910921335220337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13932982087135315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1387651562690735},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1330741047859192},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.11039423942565918},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2020.1732912","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2020.1732912","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis & Strategic Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W93660433","https://openalex.org/W607505555","https://openalex.org/W1503398984","https://openalex.org/W1648296995","https://openalex.org/W1971044734","https://openalex.org/W1984020445","https://openalex.org/W1990476851","https://openalex.org/W2000432868","https://openalex.org/W2002643280","https://openalex.org/W2027540165","https://openalex.org/W2028297439","https://openalex.org/W2031075407","https://openalex.org/W2032031606","https://openalex.org/W2032510388","https://openalex.org/W2036785686","https://openalex.org/W2039027543","https://openalex.org/W2040263621","https://openalex.org/W2041588414","https://openalex.org/W2057923756","https://openalex.org/W2060437593","https://openalex.org/W2069656088","https://openalex.org/W2072750586","https://openalex.org/W2083721602","https://openalex.org/W2084898926","https://openalex.org/W2087295784","https://openalex.org/W2089961246","https://openalex.org/W2091143818","https://openalex.org/W2103956991","https://openalex.org/W2106488040","https://openalex.org/W2111791086","https://openalex.org/W2127414816","https://openalex.org/W2128438887","https://openalex.org/W2150220236","https://openalex.org/W2152204876","https://openalex.org/W2160346582","https://openalex.org/W2189203739","https://openalex.org/W2211439825","https://openalex.org/W2219903032","https://openalex.org/W2261525379","https://openalex.org/W2277011713","https://openalex.org/W2285144687","https://openalex.org/W2303147257","https://openalex.org/W2317595875","https://openalex.org/W2333300949","https://openalex.org/W2410932590","https://openalex.org/W2410952352","https://openalex.org/W2416848540","https://openalex.org/W2487200295","https://openalex.org/W2525984666","https://openalex.org/W2557283755","https://openalex.org/W2576683119","https://openalex.org/W2586281947","https://openalex.org/W2592084954","https://openalex.org/W2619769228","https://openalex.org/W2625392185","https://openalex.org/W2759832051","https://openalex.org/W2765743217","https://openalex.org/W2904029666","https://openalex.org/W2952984634","https://openalex.org/W2994602700","https://openalex.org/W3122195984","https://openalex.org/W4236133481","https://openalex.org/W4236362309","https://openalex.org/W4250810012","https://openalex.org/W6628208857","https://openalex.org/W6681348010"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4286508873","https://openalex.org/W4247566972","https://openalex.org/W2608652318","https://openalex.org/W3048743861","https://openalex.org/W4382048646","https://openalex.org/W2367205687","https://openalex.org/W3080420152","https://openalex.org/W3032219833","https://openalex.org/W2150273412"],"abstract_inverted_index":{"The":[0,115,149],"amalgamation":[1],"of":[2,45,57,83,128,131,165,184],"machine":[3,32],"learning":[4,33],"and":[5,50,55,59,72,78,86,92,100,106,110,113,152],"big":[6,35],"data":[7,14,36,47],"has":[8,68],"led":[9],"to":[10,20,48,141,167],"a":[11,41,81],"revolution":[12],"in":[13,62,75,146,155],"science":[15],"with":[16,162,180],"several":[17,94,156],"influencing":[18],"applications":[19,154],"various":[21],"domains.":[22],"To":[23],"gain":[24],"insights":[25],"on":[26,31],"the":[27,53,89,120,125,129,137,147,177,185],"current":[28],"research":[29,60,65,98,178],"trends":[30,105],"for":[34,119],"analytics,":[37],"this":[38,63],"study":[39,121],"follows":[40],"bibliometric":[42,84],"analysis":[43],"methodology":[44],"citation":[46,109],"review":[49],"quantitatively":[51],"assess":[52],"explosion":[54],"impact":[56],"literature":[58],"performance":[61],"vibrant":[64],"area,":[66],"which":[67],"witnessed":[69],"rapid":[70],"changes":[71],"rising":[73],"interest":[74],"business,":[76],"industry":[77],"academia.":[79],"Using":[80],"variety":[82],"measures":[85],"visualisation":[87],"techniques,":[88],"paper":[90],"examines":[91],"identifies":[93],"related":[95],"issues":[96],"including":[97],"productivity":[99,151],"directions,":[101],"major":[102],"contributors,":[103],"publication":[104],"growth":[107],"rates,":[108],"collaboration":[111],"analysis,":[112],"others.":[114],"relevant":[116,138],"bibliographic":[117,133],"units":[118],"were":[122,144],"collected":[123],"from":[124],"Core":[126],"Collection":[127],"Web":[130],"Science":[132],"database.":[134],"Nearly":[135],"all":[136],"publications":[139],"prior":[140],"February":[142],"2018":[143],"included":[145],"analysis.":[148],"overwhelming":[150],"wide-spread":[153],"multidisciplinary":[157],"domains":[158],"have":[159],"been":[160],"revealed,":[161],"one-to-two":[163],"ratio":[164],"journal":[166],"conference":[168],"publications.":[169],"Three":[170],"countries":[171],"(USA,":[172],"China,":[173],"India)":[174],"are":[175],"dominating":[176],"output":[179],"more":[181],"than":[182],"two-thirds":[183],"total":[186],"productivity.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}