{"id":"https://openalex.org/W1493046774","doi":"https://doi.org/10.1186/s40537-015-0023-2","title":"Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments","display_name":"Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments","publication_year":2015,"publication_date":"2015-07-15","ids":{"openalex":"https://openalex.org/W1493046774","doi":"https://doi.org/10.1186/s40537-015-0023-2","mag":"1493046774"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-015-0023-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-015-0023-2","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-015-0023-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-015-0023-2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072496055","display_name":"Audrey Depeige","orcid":"https://orcid.org/0000-0002-7469-2551"},"institutions":[{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Audrey Depeige","raw_affiliation_strings":["Telecom Ecole de Management, 9 rue Charles Fourier, 91000, Evry, France","Telecom Ecole de Management, Evry, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Ecole de Management, 9 rue Charles Fourier, 91000, Evry, France","institution_ids":[]},{"raw_affiliation_string":"Telecom Ecole de Management, Evry, France#TAB#","institution_ids":["https://openalex.org/I29607241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052687051","display_name":"Dimitri Doyencourt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dimitri Doyencourt","raw_affiliation_strings":["ASTEK, 85 avenue Pierre Grenier, 92100, Boulogne-Billancourt, France","ASTEK, 85 avenue Pierre Grenier, Boulogne-Billancourt, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASTEK, 85 avenue Pierre Grenier, 92100, Boulogne-Billancourt, France","institution_ids":[]},{"raw_affiliation_string":"ASTEK, 85 avenue Pierre Grenier, Boulogne-Billancourt, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072496055"],"corresponding_institution_ids":["https://openalex.org/I29607241"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":5.431,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.94954308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9995999932289124,"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":0.9995999932289124,"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/T11719","display_name":"Data Quality and Management","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9872000217437744,"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/cloud-computing","display_name":"Cloud computing","score":0.7746313810348511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7695714235305786},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6309980154037476},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6170397400856018},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5994729995727539},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5839829444885254},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.575115442276001},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.49299356341362},{"id":"https://openalex.org/keywords/personal-knowledge-management","display_name":"Personal knowledge management","score":0.4736129939556122},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4528839886188507},{"id":"https://openalex.org/keywords/organizational-learning","display_name":"Organizational learning","score":0.18196868896484375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12642470002174377}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7746313810348511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7695714235305786},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6309980154037476},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6170397400856018},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5994729995727539},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5839829444885254},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.575115442276001},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.49299356341362},{"id":"https://openalex.org/C187572123","wikidata":"https://www.wikidata.org/wiki/Q2034224","display_name":"Personal knowledge management","level":3,"score":0.4736129939556122},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4528839886188507},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.18196868896484375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12642470002174377},{"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:10.1186/s40537-015-0023-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-015-0023-2","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-015-0023-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04122075v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04122075","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, 2015, 2 (Article number: 12), pp.1-16. &#x27E8;10.1186/s40537-015-0023-2&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1186/s40537-015-0023-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-015-0023-2","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-015-0023-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1493046774.pdf","grobid_xml":"https://content.openalex.org/works/W1493046774.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W31979154","https://openalex.org/W178692280","https://openalex.org/W1557710246","https://openalex.org/W1969017847","https://openalex.org/W1973014880","https://openalex.org/W1979767694","https://openalex.org/W1993632318","https://openalex.org/W2010010720","https://openalex.org/W2044744255","https://openalex.org/W2063538953","https://openalex.org/W2076861050","https://openalex.org/W2086229556","https://openalex.org/W2087053709","https://openalex.org/W2107542458","https://openalex.org/W2111425782","https://openalex.org/W2114320353","https://openalex.org/W2163763098","https://openalex.org/W2176616676","https://openalex.org/W2554729665","https://openalex.org/W2605558508","https://openalex.org/W3125993702"],"related_works":["https://openalex.org/W2807997669","https://openalex.org/W2913151401","https://openalex.org/W4367856707","https://openalex.org/W4293245862","https://openalex.org/W2048156096","https://openalex.org/W3123352720","https://openalex.org/W3068949829","https://openalex.org/W2150941767","https://openalex.org/W3130756120","https://openalex.org/W2089700089"],"abstract_inverted_index":{"Knowledge-as-a":[0],"service":[1],"is":[2,87,130,153],"an":[3],"emerging":[4],"research":[5,62,187,256],"trend":[6],"that":[7],"constitutes":[8],"a":[9,23,71,94,158],"promising":[10],"path":[11],"for":[12,74,102],"organizations":[13],"aiming":[14],"to":[15,48,65,92,116,213,235],"achieve":[16],"better":[17],"customer":[18],"support":[19],"and":[20,40,44,50,105,113,138,204,210,243,247],"decision-making":[21],"across":[22],"wide":[24],"range":[25],"of":[26,58,77,84,122,134,142,149,160,169,172,185,200,208,217,226,232,239],"content":[27],"providers.":[28],"However,":[29],"only":[30],"few":[31],"studies":[32,260],"have":[33],"explored":[34],"how":[35],"traditional":[36],"knowledge":[37,78,108,144,162,218,240,263],"management":[38,76,145,163,241],"processes":[39,242],"practices":[41,244],"are":[42],"challenged":[43],"evolve":[45],"in":[46,79,109,114,132,219],"relation":[47,115],"social":[49],"technological":[51],"transformation":[52],"stemming":[53],"from":[54],"the":[55,75,80,119,139,167,173,186,206,220,223,227,233,237],"new":[56,72,143],"age":[57],"cloud-computing":[59],"environments.":[60,111],"This":[61],"paper":[63,228],"attempts":[64],"answer":[66],"this":[67,85,117,201],"gap":[68],"by":[69,166,253],"introducing":[70],"framework":[73,97,234],"cloud.":[81,221],"The":[82,182,197],"objective":[83],"study":[86,202],"twofold.":[88],"First,":[89],"it":[90],"aims":[91],"develop":[93],"knowledge-based":[95],"decision":[96],"using":[98],"recent":[99],"knowledge-as-as-service":[100],"paradigms":[101],"creating,":[103],"retrieving":[104],"reusing":[106],"technical":[107],"cloud":[110,135,150],"Second,":[112],"view,":[118],"current":[120],"state":[121],"data":[123,128,209],"analysis":[124],"(business":[125],"intelligence,":[126],"big":[127],"analytics)":[129],"assessed":[131],"light":[133],"computing":[136,151],"environments":[137],"simultaneous":[140],"emergence":[141],"paradigms.":[146],"An":[147],"overview":[148],"challenges":[152],"given":[154],"as":[155,157],"well":[156],"representation":[159],"supporting":[161],"processes,":[164],"followed":[165],"description":[168],"related":[170],"applications":[171,231],"AKAAS":[174],"(Actionable":[175],"Knowledge":[176,192],"As":[177],"A":[178],"Service)":[179],"operating":[180],"framework.":[181],"first":[183],"part":[184,199,225],"develops":[188],"upon":[189],"literature":[190],"on":[191],"Management":[193],"Systems":[194],"(KMS)":[195],"frameworks.":[196],"second":[198],"examines":[203],"assesses":[205],"nature":[207],"analytics":[211],"required":[212],"provide":[214],"on-demand":[215],"delivery":[216],"Finally,":[222],"third":[224],"explores":[229],"practical":[230],"guide":[236],"development":[238],"towards":[245],"internal":[246],"external":[248],"users":[249],"adoption.":[250],"We":[251],"conclude":[252],"suggesting":[254],"future":[255],"directions,":[257],"including":[258],"case":[259],"examining":[261],"differential":[262],"cloud-based":[264],"designs.":[265]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
