{"id":"https://openalex.org/W2899826653","doi":"https://doi.org/10.1109/icmcs.2018.8525920","title":"Real-time management model for frequent Big Data errors : Automatic Clean Repository For Big Data (ACR)","display_name":"Real-time management model for frequent Big Data errors : Automatic Clean Repository For Big Data (ACR)","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2899826653","doi":"https://doi.org/10.1109/icmcs.2018.8525920","mag":"2899826653"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2018.8525920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2018.8525920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Multimedia Computing and Systems (ICMCS)","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/A5032442204","display_name":"Sidi Mohamed Snineh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Sidi Mohamed Snineh","raw_affiliation_strings":["Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044834421","display_name":"Mohamed Youssfi","orcid":"https://orcid.org/0000-0003-2842-9880"},"institutions":[{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed YOUSSFI","raw_affiliation_strings":["Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031916963","display_name":"Omar Bouattane","orcid":"https://orcid.org/0000-0002-1207-2779"},"institutions":[{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Omar BOUATTANE","raw_affiliation_strings":["Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001386060","display_name":"Abdelaziz Daaif","orcid":"https://orcid.org/0000-0002-8380-2935"},"institutions":[{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelaziz Daaif","raw_affiliation_strings":["Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041087263","display_name":"Oum El Kheir Abra","orcid":"https://orcid.org/0000-0001-6958-6570"},"institutions":[{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Oum El Kheir ABRA","raw_affiliation_strings":["Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SSDIA, ENSET Mohammedia, University Hassan II of Casablanca Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032442204"],"corresponding_institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"],"apc_list":null,"apc_paid":null,"fwci":0.4976,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81552654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9954000115394592,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9954000115394592,"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/T11719","display_name":"Data Quality and Management","score":0.9952999949455261,"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":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8053652048110962},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7974771857261658},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7626802921295166},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6826637983322144},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5399103164672852},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5153857469558716},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5086713433265686},{"id":"https://openalex.org/keywords/metadata-management","display_name":"Metadata management","score":0.42566680908203125},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3781704306602478},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10884252190589905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053652048110962},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7974771857261658},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7626802921295166},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6826637983322144},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5399103164672852},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5153857469558716},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5086713433265686},{"id":"https://openalex.org/C2779489174","wikidata":"https://www.wikidata.org/wiki/Q6822246","display_name":"Metadata management","level":3,"score":0.42566680908203125},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3781704306602478},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10884252190589905},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2018.8525920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2018.8525920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Multimedia Computing and Systems (ICMCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W201798278","https://openalex.org/W935072310","https://openalex.org/W1912802097","https://openalex.org/W2058401212","https://openalex.org/W2128322880","https://openalex.org/W2159128662","https://openalex.org/W2163930361","https://openalex.org/W2213201020","https://openalex.org/W2400076825","https://openalex.org/W2610677555","https://openalex.org/W2620661538","https://openalex.org/W2739549894","https://openalex.org/W6608225700","https://openalex.org/W6640089195","https://openalex.org/W6684315011"],"related_works":["https://openalex.org/W1487702188","https://openalex.org/W2374913837","https://openalex.org/W2460834149","https://openalex.org/W1512114296","https://openalex.org/W2354316773","https://openalex.org/W2376038160","https://openalex.org/W4205875026","https://openalex.org/W2389651964","https://openalex.org/W2374161210","https://openalex.org/W2023606539"],"abstract_inverted_index":{"In":[0,19,41],"this":[1,20,88],"paper":[2],"we":[3,22],"present":[4],"a":[5,24,38,60,111],"solution":[6],"that":[7,52],"manages":[8],"in":[9,26,81],"real":[10],"time":[11],"the":[12,28,42,45,54,65,69,72,82,90,98,101,107],"frequent":[13],"errors":[14,56],"of":[15,100,109,113,127],"big":[16],"data":[17],"flows.":[18],"model,":[21],"propose":[23],"repository":[25],"which":[27],"metadata,":[29],"errors,":[30],"and":[31,95,121],"cleaning":[32,57],"correction":[33],"algorithms":[34],"are":[35],"stored":[36],"for":[37,59],"given":[39,61],"domain.":[40],"first":[43],"step,":[44,71],"system":[46],"is":[47,93],"supervised":[48],"by":[49],"an":[50],"advisor":[51],"estimates":[53],"corresponding":[55],"algorithm":[58,84],"context,":[62],"according":[63],"to":[64,75,124],"obtained":[66],"results.":[67],"At":[68],"second":[70],"system,":[73],"thanks":[74],"its":[76],"learning":[77],"module,":[78],"becomes":[79],"autonomous":[80],"selection":[83],"procedure.":[85],"To":[86],"allow":[87,122],"capability,":[89],"proposed":[91],"approach":[92],"designed":[94],"built":[96],"on":[97],"basis":[99],"Strategy":[102],"Pattern.":[103],"This":[104],"pattern":[105],"brings":[106],"possibility":[108],"building":[110],"family":[112],"algorithms,":[114],"encapsulate":[115],"each":[116],"one,":[117],"make":[118],"them":[119,123],"interchangeable":[120],"evolve":[125],"independently":[126],"used":[128],"context.":[129]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
