{"id":"https://openalex.org/W855681366","doi":null,"title":"The Democratization of Big Data","display_name":"The Democratization of Big Data","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W855681366","mag":"855681366"},"language":"en","primary_location":{"id":"mag:855681366","doi":null,"is_oa":false,"landing_page_url":"http://jnslp.com/wp-content/uploads/2014/05/The-Democratization-of-Big-Data.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5005487191","display_name":"Sean Fahey","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sean Fahey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5005487191"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8539,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79890444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"7","issue":"2","first_page":"325","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9437999725341797,"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":0.9437999725341797,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.012900000438094139,"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/T14282","display_name":"Security, Politics, and Digital Transformation","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/big-data","display_name":"big data","score":0.9900000095367432},{"id":"https://openalex.org/keywords/data-science","display_name":"data science","score":0.6370000243186951},{"id":"https://openalex.org/keywords/national-security","display_name":"national security","score":0.625},{"id":"https://openalex.org/keywords/data-policy","display_name":"data policy","score":0.3930000066757202},{"id":"https://openalex.org/keywords/data-processing-capacity","display_name":"data processing capacity","score":0.3149999976158142},{"id":"https://openalex.org/keywords/uav-imagery","display_name":"UAV imagery","score":0.6299999952316284},{"id":"https://openalex.org/keywords/video-analysis","display_name":"video analysis","score":0.4169999957084656},{"id":"https://openalex.org/keywords/homeland-security","display_name":"homeland security","score":0.46000000834465027},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.3070000112056732},{"id":"https://openalex.org/keywords/surveillance","display_name":"surveillance","score":0.4580000042915344},{"id":"https://openalex.org/keywords/data-governance","display_name":"data governance","score":0.3009999990463257},{"id":"https://openalex.org/keywords/data-science-education","display_name":"data science education","score":0.36399999260902405},{"id":"https://openalex.org/keywords/data-science-careers","display_name":"data science careers","score":0.8769999742507935}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6857011914253235},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6582919955253601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6327685117721558},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5973172783851624},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47458577156066895},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4740733206272125},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4155581295490265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.187687486410141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13752737641334534},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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":1,"locations":[{"id":"mag:855681366","doi":null,"is_oa":false,"landing_page_url":"http://jnslp.com/wp-content/uploads/2014/05/The-Democratization-of-Big-Data.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47620001435279846}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2888643204","https://openalex.org/W3167496318","https://openalex.org/W3034201047","https://openalex.org/W2410660672","https://openalex.org/W2370311371","https://openalex.org/W2762706194","https://openalex.org/W3109318542","https://openalex.org/W6948804326","https://openalex.org/W2233528039","https://openalex.org/W2511431998"],"abstract_inverted_index":{"In":[0,335],"recent":[1,428],"years,":[2],"it":[3,138,221,227],"has":[4,483,593],"become":[5,29],"common":[6],"for":[7,91,103,115,134,356,384,414,486,566],"discussions":[8,33,180],"about":[9],"managing":[10],"and":[11,47,129,145,149,281,291,322,326,390,400,421,437,465,535,549,579,586,614,621,629],"analyzing":[12,97,548],"information":[13],"to":[14,21,78,152,171,225,416,419,443,452,475,500,517,581,596],"reference":[15],"data":[35,62,187,210,215,263,278,348,451,462,495],"scientists":[17],"using":[18],"the":[48,69,93,140,156,167,198,246,259,272,289,338,354,369,380,392,427,435,458,461,470,503,507,514,530,542,589,599,612,619],"cloud":[159],"analyze":[22,422,476],"big":[186,209],"data.":[301],"Indeed":[25],"these":[26,80,116,135,609],"terms":[27,49,81,117,136,190],"have":[28],"so":[30,218],"ubiquitous":[31],"in":[32,41,83,121,161,178,188,203,228,239,254,288,353,520,546],"of":[34,68,74,96,100,143,158,181,201,214,232,245,261,274,277,294,300,309,332,347,379,412,440,449,456,460,472,494,509,532,544,554,601,623],"processing":[36,240,496],"that":[37,174,216,220,482,571,606],"they":[38],"are":[39,50,351,408],"covered":[40],"popular":[42],"comic":[43],"strips":[44],"like":[45],"Dilbert":[46],"tracked":[51],"on":[52,403],"Gartner's":[53],"Hype":[54],"cycle.1":[55],"The":[56,72,491,556],"Harvard":[57],"Business":[58],"Review":[59],"even":[60],"labeled":[61],"scientist":[63],"as":[64,211,252],"sexiest":[66],"job":[67],"21st":[70],"century.2":[71],"goal":[73],"this":[75,616],"paper":[76],"is":[77,107,170,217,479],"demystify":[79],"and,":[82],"doing":[84],"so,":[85],"provide":[86,172],"a":[87,112,212,243,377,454,480,489],"sound":[88],"technical":[89],"basis":[90],"exploring":[92,119],"policy":[94,182],"challenges":[95],"large":[98,219,447,477,552],"stores":[99],"informa-":[101],"tion":[102],"national":[104,393],"security":[105,394],"purposes.It":[106],"worth":[108],"beginning":[109],"by":[110,197],"proposing":[111],"working":[113],"definition":[114,157],"before":[118],"them":[120],"more":[122,315,328,343,375,385],"detail.":[123],"One":[124],"can":[125,207,241],"spend":[126],"much":[127],"time":[128,233],"effort":[130],"developing":[131],"firm":[132],"definitions":[133,173],"-":[137,166],"took":[139],"National":[141],"Institutes":[142],"Science":[144],"technology":[146,512],"several":[147],"years":[148],"sixteen":[150],"versions":[151],"build":[153],"consensus":[154],"around":[155,485,626],"computing":[160,204,604],"NIST":[162],"Special":[163],"Publication":[164],"800-1453":[165],"purpose":[168],"here":[169],"will":[175],"be":[176,242,468,498,518],"useful":[177],"furthering":[179],"implications.Rather":[183],"than":[184,316,329,344,365,376,386,523],"defining":[185],"absolute":[189],"(a":[191],"task":[192],"made":[193],"nearly":[194],"impos-":[195],"sible":[196],"rapid":[199],"pace":[200],"advancements":[202],"technologies)":[205],"one":[206,306,317,521],"define":[208],"collection":[213],"exceeds":[222],"one's":[223],"capacity":[224],"process":[226],"an":[229],"acceptable":[230],"amount":[231],"with":[234,502,560],"available":[235],"tools.":[236],"This":[237],"difficulty":[238],"result":[244],"data's":[247],"volume":[248],"(e.g.,":[249,258,271],"its":[250,256,269],"size":[251],"measured":[253],"petabytes4),":[255],"velocity":[257],"number":[260],"new":[262,357],"elements":[264],"added":[265],"each":[266,320],"second),":[267],"or":[268],"variety":[270],"mix":[273],"different":[275],"types":[276],"including":[279],"structured":[280],"unstructured":[282],"text,":[283],"images,":[284],"videos,":[285],"etc...).5Examples":[286],"abound":[287],"commercial":[290,561],"scientific":[292,336],"arenas":[293],"systems":[295,605],"manag-":[296],"ing":[297],"massive":[298,410],"quantities":[299,411],"YouTube":[302],"users":[303],"upload":[304],"over":[305],"hundred":[307],"hours":[308],"video":[310,399,450],"every":[311],"minute,6":[312],"Wal-Mart":[313],"processes":[314],"million":[318,388],"transactions":[319],"hour,":[321],"Facebook":[323],"stores,":[324],"accesses":[325],"analyzes":[327],"thirty":[330],"petabytes":[331,346],"user-generated":[333],"data.7":[334],"applications,":[337],"Large":[339],"Hadron":[340],"Collider":[341],"generates":[342],"fifteen":[345],"annually":[349],"which":[350,539],"analyzed":[352,466],"search":[355],"subatomic":[358],"particles.8":[359],"Looking":[360],"out":[361],"into":[362,367],"space":[363,582],"rather":[364,522],"inward":[366],"particles,":[368],"Sloan":[370],"Digital":[371],"Sky":[372],"Survey":[373],"mapped":[374],"quarter":[378],"sky":[381],"gathering":[382],"measurements":[383],"500":[387],"stars":[389],"galaxies.9In":[391],"environment,":[395],"increasingly":[396,567],"high":[397,568,602],"quality":[398],"photo":[401],"sensors":[402],"unmanned":[404],"aerial":[405],"vehicles":[406],"(UAVs)":[407],"generating":[409],"imagery":[413],"analysts":[415],"sift":[417,445],"through":[418,446],"find":[420,453],"targets.":[423],"For":[424],"homeland":[425],"security,":[426],"Boston":[429],"marathon":[430],"bombing":[431],"investigation":[432],"proved":[433],"both":[434],"challenge":[436,471],"potential":[438],"utility":[439],"being":[441,463],"able":[442],"quickly":[444],"volumes":[448,553],"suspect":[455],"interest.While":[457],"scale":[459],"collected":[464],"might":[467],"new,":[469],"finding":[473],"ways":[474],"datasets":[478],"problem":[481],"been":[484],"at":[487],"least":[488],"century.":[490],"modern":[492],"era":[493],"could":[497,572,607],"considered":[499],"start":[501],"1890":[504],"census":[505,516],"where":[506],"advent":[508],"punch":[510],"card":[511],"allowed":[513],"decennial":[515],"completed":[519],"eight":[524],"years.10":[525],"World":[526],"War":[527,558],"II":[528],"spurred":[529],"development":[531,600,620],"code":[533],"breaking":[534],"target":[536],"tracking":[537],"computers,":[538],"further":[540,563],"advanced":[541],"state":[543],"practice":[545],"rapidly":[547],"acting":[550],"upon":[551],"data.11":[555],"Cold":[557],"along":[559],"interests,":[562],"fueled":[564],"demand":[565],"performance":[569,603],"computers":[570],"solve":[573],"problems":[574],"ranging":[575],"from":[576],"fluid":[577],"dynamics":[578],"weather":[580],"science,":[583],"stock":[584],"trading":[585],"cryptography.For":[587],"decades":[588],"United":[590],"States":[591],"government":[592],"funded":[594],"research":[595],"accel-":[597],"erate":[598],"address":[608],"challenges.":[610],"During":[611],"1970s":[613],"1980s":[615],"investment":[617],"yielded":[618],"maturation":[622],"supercomputers":[624],"built":[625],"specialized":[627],"hardware":[628],"software":[630],"(e.":[631],"\u2026":[632]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
