{"id":"https://openalex.org/W3195494433","doi":"https://doi.org/10.1109/iccta37466.2015.9513432","title":"Efficient Dependable Rules Generation Approach for Data Quality Enhancement","display_name":"Efficient Dependable Rules Generation Approach for Data Quality Enhancement","publication_year":2015,"publication_date":"2015-10-24","ids":{"openalex":"https://openalex.org/W3195494433","doi":"https://doi.org/10.1109/iccta37466.2015.9513432","mag":"3195494433"},"language":"en","primary_location":{"id":"doi:10.1109/iccta37466.2015.9513432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta37466.2015.9513432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 25th International Conference on Computer Theory and Applications (ICCTA)","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/A5110485993","display_name":"Asmaa S. Abdo","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Asmaa S. Abdo","raw_affiliation_strings":["Information System Department, Faculty of Computers and Information, Menoufia University, Egypt"],"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Information, Menoufia University, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050246695","display_name":"Rashed Salem","orcid":"https://orcid.org/0000-0001-5031-1446"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rashed K. Salem","raw_affiliation_strings":["Information System Department, Faculty of Computers and Information, Menoufia University, Egypt"],"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Information, Menoufia University, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110281100","display_name":"Hatem Abdul-Kader","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hatem M. Abdul-Kader","raw_affiliation_strings":["Information System Department, Faculty of Computers and Information, Menoufia University, Egypt"],"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Information, Menoufia University, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110485993"],"corresponding_institution_ids":["https://openalex.org/I63601056"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42195984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"115","issue":null,"first_page":"91","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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":1.0,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9835000038146973,"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/computer-science","display_name":"Computer science","score":0.8351190686225891},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7554886937141418},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7177997827529907},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7085256576538086},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.55223149061203},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5405463576316833},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5181892514228821},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5058688521385193},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.48334404826164246},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47117406129837036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351190686225891},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7554886937141418},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7177997827529907},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7085256576538086},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.55223149061203},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5405463576316833},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5181892514228821},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5058688521385193},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.48334404826164246},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47117406129837036},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccta37466.2015.9513432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta37466.2015.9513432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 25th International Conference on Computer Theory and Applications (ICCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1547556487","https://openalex.org/W1593881241","https://openalex.org/W1967167578","https://openalex.org/W1995195542","https://openalex.org/W2011103514","https://openalex.org/W2029570660","https://openalex.org/W2065000833","https://openalex.org/W2065037729","https://openalex.org/W2067494918","https://openalex.org/W2077537513","https://openalex.org/W2078132546","https://openalex.org/W2099594809","https://openalex.org/W2099637074","https://openalex.org/W2113607096","https://openalex.org/W2123561513","https://openalex.org/W2124087635","https://openalex.org/W2126532106","https://openalex.org/W2127572983","https://openalex.org/W2137775416","https://openalex.org/W2145459259","https://openalex.org/W2147805208","https://openalex.org/W2153531471","https://openalex.org/W2159328231","https://openalex.org/W2161163216","https://openalex.org/W2164187405","https://openalex.org/W2169940602","https://openalex.org/W2183634779","https://openalex.org/W2186269634","https://openalex.org/W2294655953","https://openalex.org/W2920153029","https://openalex.org/W3000214033","https://openalex.org/W3146259567","https://openalex.org/W4211029301","https://openalex.org/W4300641138","https://openalex.org/W6680599078"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2891888580","https://openalex.org/W2215544391","https://openalex.org/W4210350690"],"abstract_inverted_index":{"In":[0,43],"area":[1],"of":[2,50,133],"data":[3,7,25,33,52,92],"quality":[4,8,93],"research,":[5],"enhancing":[6],"is":[9,113],"still":[10],"big":[11],"challenge,":[12],"especially":[13],"in":[14,24,81,131],"large":[15,55],"databases.":[16,56],"Data":[17],"mining":[18],"techniques":[19],"can":[20],"be":[21],"efficiently":[22],"utilized":[23],"cleaning":[26],"process.":[27],"Databases":[28],"are":[29,71],"often":[30],"suffered":[31],"from":[32,54,65,118],"inconsistency,":[34],"which":[35],"has":[36],"no":[37],"vital":[38],"solution":[39],"up":[40],"to":[41,104],"now.":[42],"this":[44],"paper,":[45],"we":[46],"tackle":[47],"the":[48,106,134],"problem":[49],"detecting":[51],"inconsistency":[53],"We":[57],"propose":[58],"an":[59],"approach":[60,85,112,127],"for":[61],"discovering":[62],"dependable":[63,91],"rules":[64,70,78,94],"databases":[66],"themselves.":[67],"Such":[68],"generated":[69],"minimal":[72],"and":[73,137,142],"non-redundant":[74],"that":[75,125],"covers":[76],"all":[77],"among":[79],"patterns":[80],"database.":[82],"The":[83,110],"proposed":[84,111],"focuses":[86],"mainly":[87],"on":[88],"generating":[89],"precise":[90],"through":[95],"extracting":[96],"maximal":[97],"frequent":[98],"patterns,":[99],"as":[100],"effective":[101],"pruning":[102],"mechanism":[103],"reduce":[105],"search":[107],"space":[108],"domain.":[109],"validated":[114],"against":[115],"several":[116],"datasets":[117],"different":[119],"application":[120],"domains.":[121],"Experimental":[122],"Results":[123],"demonstrate":[124],"our":[126],"outperform":[128],"other":[129],"approaches":[130],"terms":[132],"efficiency,":[135],"accuracy":[136],"scalability":[138],"using":[139],"both":[140],"real-life":[141],"synthetic":[143],"datasets.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
