{"id":"https://openalex.org/W2428597807","doi":"https://doi.org/10.1109/isda.2015.7489209","title":"From data to wisdom: A new multi-layer prototype for Big Data management process","display_name":"From data to wisdom: A new multi-layer prototype for Big Data management process","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2428597807","doi":"https://doi.org/10.1109/isda.2015.7489209","mag":"2428597807"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2015.7489209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2015.7489209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","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/A5042556136","display_name":"Imadeddine Mountasser","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Imadeddine Mountasser","raw_affiliation_strings":["LM2I laboratory, ENSAM Moulay Isma\u00efl University, Mekn\u00e8s, B.P, Morocco"],"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM Moulay Isma\u00efl University, Mekn\u00e8s, B.P, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035878397","display_name":"Brahim Ouhbi","orcid":"https://orcid.org/0000-0002-6340-5617"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Brahim Ouhbi","raw_affiliation_strings":["LM2I laboratory, ENSAM Moulay Isma\u00efl University, Mekn\u00e8s, B.P, Morocco"],"affiliations":[{"raw_affiliation_string":"LM2I laboratory, ENSAM Moulay Isma\u00efl University, Mekn\u00e8s, B.P, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015335959","display_name":"Bouchra Frikh","orcid":"https://orcid.org/0000-0002-9711-0841"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bouchra Frikh","raw_affiliation_strings":["LTTI laboratory, ESTF Sidi Mohamed Ben Abdellah University, Morocco"],"affiliations":[{"raw_affiliation_string":"LTTI laboratory, ESTF Sidi Mohamed Ben Abdellah University, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042556136"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":null,"apc_paid":null,"fwci":0.8012,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7997357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"104","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9983000159263611,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9958999752998352,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9945999979972839,"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/big-data","display_name":"Big data","score":0.8253271579742432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7714765071868896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6101590394973755},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.609933078289032},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6057199835777283},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5705603361129761},{"id":"https://openalex.org/keywords/data-virtualization","display_name":"Data virtualization","score":0.5448195934295654},{"id":"https://openalex.org/keywords/data-access-layer","display_name":"Data access layer","score":0.5062276721000671},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5047298669815063},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.43366172909736633},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.41892209649086},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3832893669605255},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.3622777760028839},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3395429253578186},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1808536946773529},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16966059803962708}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8253271579742432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7714765071868896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6101590394973755},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.609933078289032},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6057199835777283},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5705603361129761},{"id":"https://openalex.org/C80344994","wikidata":"https://www.wikidata.org/wiki/Q5227369","display_name":"Data virtualization","level":4,"score":0.5448195934295654},{"id":"https://openalex.org/C20277647","wikidata":"https://www.wikidata.org/wiki/Q5227234","display_name":"Data access layer","level":3,"score":0.5062276721000671},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5047298669815063},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.43366172909736633},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.41892209649086},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3832893669605255},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3622777760028839},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3395429253578186},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1808536946773529},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16966059803962708},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":"doi:10.1109/isda.2015.7489209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2015.7489209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W37241258","https://openalex.org/W89898261","https://openalex.org/W823499177","https://openalex.org/W841229804","https://openalex.org/W1505837402","https://openalex.org/W1547556487","https://openalex.org/W1679882079","https://openalex.org/W1980624726","https://openalex.org/W2004505745","https://openalex.org/W2010513477","https://openalex.org/W2023526116","https://openalex.org/W2030725137","https://openalex.org/W2059268928","https://openalex.org/W2069517102","https://openalex.org/W2087295784","https://openalex.org/W2093594738","https://openalex.org/W2110411158","https://openalex.org/W2139646386","https://openalex.org/W2157355837","https://openalex.org/W2164364358","https://openalex.org/W2165093166","https://openalex.org/W2167521024","https://openalex.org/W2272236827","https://openalex.org/W2293545823","https://openalex.org/W2903339335","https://openalex.org/W6601551472","https://openalex.org/W6603622440","https://openalex.org/W6623215348","https://openalex.org/W6694339082","https://openalex.org/W6756881056","https://openalex.org/W7045995408"],"related_works":["https://openalex.org/W2617578451","https://openalex.org/W4216703","https://openalex.org/W2949279097","https://openalex.org/W2020045149","https://openalex.org/W3198250195","https://openalex.org/W167181451","https://openalex.org/W2479844588","https://openalex.org/W1968076388","https://openalex.org/W4285502407","https://openalex.org/W969730515"],"abstract_inverted_index":{"Actually,":[0],"massive":[1],"amount":[2],"of":[3,13,41,60,92,96,133,153],"data":[4,75,98,138],"is":[5],"created":[6],"every":[7],"day":[8],"due":[9],"to":[10,26,29,69,80,128,140,149],"the":[11,39,58,67,78,93,108,112,131,141,151],"proliferation":[12],"free":[14],"tools":[15],"such":[16],"as":[17],"blogs,":[18],"social":[19],"media":[20],"networks,":[21],"large-scale":[22],"e-commerce,":[23],"websites,":[24],"etc.":[25],"create":[27],"and":[28,35,73,77,161],"share":[30],"information.":[31],"Big":[32,123,134,154],"Data":[33,124,135,155],"management":[34,99,125,136],"integration":[36],"has":[37],"become":[38],"core":[40],"modern":[42],"science.":[43],"It":[44],"brings":[45],"benefits":[46],"for":[47,122],"scientific":[48],"disciplines,":[49],"business":[50],"areas":[51],"by":[52,145,157],"creating":[53],"a":[54,117],"radical":[55],"shift":[56],"in":[57,111,126],"way":[59],"managing":[61],"data.":[62,85],"However,":[63],"existing":[64],"works":[65],"lack":[66],"flexibility":[68],"deal":[70],"with":[71,82],"diverse":[72],"changing":[74],"sources":[76],"scalability":[79,160],"cope":[81],"large":[83],"streaming":[84],"They":[86],"just":[87],"focus":[88],"on":[89],"one":[90],"part":[91],"whole":[94],"process":[95,129],"big":[97],"(e.g.":[100],"Storage,":[101],"Integration,":[102],"Processing":[103],"or":[104],"Knowledge":[105],"Extraction).":[106],"For":[107],"first":[109],"time":[110],"literature,":[113],"this":[114],"paper":[115],"proposes":[116],"complete":[118],"novel":[119],"multi-layer":[120],"prototype":[121],"order":[127],"all":[130],"issues":[132],"from":[137],"level":[139],"extracted":[142],"knowledge":[143],"exploitation,":[144],"introducing":[146],"semantic":[147],"technologies":[148],"bridge":[150],"gap":[152],"Integration":[156],"adding":[158],"flexibility,":[159],"richness.":[162]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
