{"id":"https://openalex.org/W2046298800","doi":"https://doi.org/10.1145/2463676.2465327","title":"NADEEF","display_name":"NADEEF","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2046298800","doi":"https://doi.org/10.1145/2463676.2465327","mag":"2046298800"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465327","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","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/A5008462261","display_name":"Michele Dallachiesa","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Michele Dallachiesa","raw_affiliation_strings":["University of Trento, Trento, Italy","University of Trento , Trento , Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"University of Trento , Trento , Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031435346","display_name":"Amr Ebaid","orcid":"https://orcid.org/0000-0002-2093-9790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amr Ebaid","raw_affiliation_strings":["Purdue University, Lafayette, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, Lafayette, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091292625","display_name":"Ahmed Eldawy","orcid":"https://orcid.org/0000-0002-6584-1455"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Eldawy","raw_affiliation_strings":["University of Minnesota, Minneapolis, USA","University of Minnesota, Minneapolis, , USA"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"University of Minnesota, Minneapolis, , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089912733","display_name":"Ahmed K. Elmagarmid","orcid":"https://orcid.org/0000-0002-0044-458X"},"institutions":[{"id":"https://openalex.org/I4210138380","display_name":"Qatar Cardiovascular Research Center","ror":"https://ror.org/038vyt185","country_code":"QA","type":"healthcare","lineage":["https://openalex.org/I4210138380"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ahmed Elmagarmid","raw_affiliation_strings":["QCRI, Doha, Qatar","QCRI Doha, Qatar#TAB#"],"affiliations":[{"raw_affiliation_string":"QCRI, Doha, Qatar","institution_ids":["https://openalex.org/I4210138380"]},{"raw_affiliation_string":"QCRI Doha, Qatar#TAB#","institution_ids":["https://openalex.org/I4210138380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000141065","display_name":"Ihab F. Ilyas","orcid":"https://orcid.org/0000-0001-9052-9714"},"institutions":[{"id":"https://openalex.org/I4210138380","display_name":"Qatar Cardiovascular Research Center","ror":"https://ror.org/038vyt185","country_code":"QA","type":"healthcare","lineage":["https://openalex.org/I4210138380"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ihab F. Ilyas","raw_affiliation_strings":["QCRI, Doha, Qatar","QCRI Doha, Qatar#TAB#"],"affiliations":[{"raw_affiliation_string":"QCRI, Doha, Qatar","institution_ids":["https://openalex.org/I4210138380"]},{"raw_affiliation_string":"QCRI Doha, Qatar#TAB#","institution_ids":["https://openalex.org/I4210138380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026923999","display_name":"Mourad Ouzzani","orcid":"https://orcid.org/0000-0002-4035-3025"},"institutions":[{"id":"https://openalex.org/I4210138380","display_name":"Qatar Cardiovascular Research Center","ror":"https://ror.org/038vyt185","country_code":"QA","type":"healthcare","lineage":["https://openalex.org/I4210138380"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mourad Ouzzani","raw_affiliation_strings":["QCRI, Doha, Qatar","QCRI Doha, Qatar#TAB#"],"affiliations":[{"raw_affiliation_string":"QCRI, Doha, Qatar","institution_ids":["https://openalex.org/I4210138380"]},{"raw_affiliation_string":"QCRI Doha, Qatar#TAB#","institution_ids":["https://openalex.org/I4210138380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101824160","display_name":"Nan Tang","orcid":"https://orcid.org/0000-0003-2832-0295"},"institutions":[{"id":"https://openalex.org/I4210138380","display_name":"Qatar Cardiovascular Research Center","ror":"https://ror.org/038vyt185","country_code":"QA","type":"healthcare","lineage":["https://openalex.org/I4210138380"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nan Tang","raw_affiliation_strings":["QCRI, Doha, Qatar","QCRI Doha, Qatar#TAB#"],"affiliations":[{"raw_affiliation_string":"QCRI, Doha, Qatar","institution_ids":["https://openalex.org/I4210138380"]},{"raw_affiliation_string":"QCRI Doha, Qatar#TAB#","institution_ids":["https://openalex.org/I4210138380"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5008462261"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":36.7983,"has_fulltext":false,"cited_by_count":302,"citation_normalized_percentile":{"value":0.9983869,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"541","last_page":"552"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9846000075340271,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9726999998092651,"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/computer-science","display_name":"Computer science","score":0.8641726970672607},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.785934329032898},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.71680748462677},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.7106565237045288},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6390877962112427},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5557045936584473},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.526539146900177},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.5261054635047913},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4900442361831665},{"id":"https://openalex.org/keywords/application-programming-interface","display_name":"Application programming interface","score":0.45548927783966064},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4113849699497223},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35143908858299255},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19157111644744873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8641726970672607},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.785934329032898},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.71680748462677},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.7106565237045288},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6390877962112427},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5557045936584473},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.526539146900177},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.5261054635047913},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4900442361831665},{"id":"https://openalex.org/C99613125","wikidata":"https://www.wikidata.org/wiki/Q165194","display_name":"Application programming interface","level":2,"score":0.45548927783966064},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4113849699497223},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35143908858299255},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19157111644744873},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2463676.2465327","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:docs.lib.purdue.edu:ccpubs-1540","is_oa":false,"landing_page_url":"https://docs.lib.purdue.edu/ccpubs/529","pdf_url":null,"source":{"id":"https://openalex.org/S4377196310","display_name":"Purdue e-Pubs (Purdue University System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801333002","host_organization_name":"Purdue University System","host_organization_lineage":["https://openalex.org/I2801333002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cyber Center Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W4175336","https://openalex.org/W1481001647","https://openalex.org/W1485156179","https://openalex.org/W1511963917","https://openalex.org/W1539265392","https://openalex.org/W1593625524","https://openalex.org/W1612155886","https://openalex.org/W1700279323","https://openalex.org/W1964786778","https://openalex.org/W2031250218","https://openalex.org/W2044022210","https://openalex.org/W2045054164","https://openalex.org/W2047745978","https://openalex.org/W2059009730","https://openalex.org/W2063103859","https://openalex.org/W2077518845","https://openalex.org/W2100179054","https://openalex.org/W2106895292","https://openalex.org/W2108991785","https://openalex.org/W2114473442","https://openalex.org/W2123561513","https://openalex.org/W2137775416","https://openalex.org/W2138745909","https://openalex.org/W2147805208","https://openalex.org/W2158418361","https://openalex.org/W2161163216","https://openalex.org/W2161600801","https://openalex.org/W2164187405","https://openalex.org/W2164618618","https://openalex.org/W2167333415","https://openalex.org/W2171332293","https://openalex.org/W2178708778","https://openalex.org/W2415170901","https://openalex.org/W3000214033","https://openalex.org/W6628602442","https://openalex.org/W6641608569","https://openalex.org/W6666264527","https://openalex.org/W6680599078"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W2503106584","https://openalex.org/W1872937274","https://openalex.org/W1546471680"],"abstract_inverted_index":{"Despite":[0],"the":[1,8,29,32,102,119,137,152,167,220,240],"increasing":[2],"importance":[3],"of":[4,17,34,39,108,147,206,222,245],"data":[5,18,67,81,109,120,148,199],"quality":[6,43,68,110,149],"and":[7,11,31,41,62,79,90,96,121,158,174,197,243],"rich":[9],"theoretical":[10],"practical":[12],"contributions":[13],"in":[14,182],"all":[15],"aspects":[16],"cleaning,":[19],"there":[20,47],"is":[21,48,116,180],"no":[22,49],"single":[23],"end-to-end":[24],"off-the-shelf":[25],"solution":[26],"to":[27,53,64,93,104,124,143,171,175,185,189],"(semi-)automate":[28],"detection":[30],"repairing":[33,198,214],"violations":[35],"w.r.t.":[36],"a":[37,87,91,183],"set":[38],"heterogeneous":[40],"ad-hoc":[42],"constraints.":[44],"In":[45,70],"short,":[46],"commodity":[50],"platform":[51],"similar":[52],"general":[54],"purpose":[55],"DBMSs":[56],"that":[57,130,136],"can":[58,140,226],"be":[59,141,228],"easily":[60],"customized":[61],"deployed":[63],"solve":[65],"application-specific":[66],"problems.":[69],"this":[71],"paper,":[72],"we":[73,237],"present":[74],"NADEEF,":[75],"an":[76],"extensible,":[77],"generalized":[78],"easy-to-deploy":[80],"cleaning":[82,187],"platform.":[83],"NADEEF":[84],"distinguishes":[85],"between":[86,203],"programming":[88,99,138],"interface":[89,100,139],"core":[92,168,179,213],"achieve":[94],"generality":[95],"extensibility.":[97],"The":[98,178],"allows":[101],"users":[103],"specify":[105],"multiple":[106,192],"types":[107,146,205],"rules,":[111],"which":[112,225],"uniformly":[113],"define":[114],"what":[115],"wrong":[117],"with":[118,191],"(possibly)":[122],"how":[123],"repair":[125],"it":[126],"through":[127],"writing":[128],"code":[129],"implements":[131],"predefined":[132],"classes.":[133],"We":[134,208],"show":[135],"used":[142],"express":[144],"many":[145],"rules":[150,193],"beyond":[151],"well":[153],"known":[154],"CFDs":[155],"(FDs),":[156],"MDs":[157],"ETL":[159],"rules.":[160,207],"Treating":[161],"user":[162],"implemented":[163],"interfaces":[164],"as":[165],"black-boxes,":[166],"provides":[169],"algorithms":[170,188],"detect":[172],"errors":[173,200],"clean":[176],"data.":[177],"designed":[181],"way":[184],"allow":[186],"cope":[190],"holistically,":[194],"i.e.":[195],"detecting":[196],"without":[201],"differentiating":[202],"various":[204],"showcase":[209],"two":[210,217],"implementations":[211,218],"for":[212],"algorithms.":[215,233],"These":[216],"demonstrate":[219],"extensibility":[221],"our":[223,246],"core,":[224],"also":[227],"replaced":[229],"by":[230],"other":[231],"user-provided":[232],"Using":[234],"real-life":[235],"data,":[236],"experimentally":[238],"verify":[239],"generality,":[241],"extensibility,":[242],"effectiveness":[244],"system.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":33},{"year":2018,"cited_by_count":49},{"year":2017,"cited_by_count":26},{"year":2016,"cited_by_count":27},{"year":2015,"cited_by_count":29},{"year":2014,"cited_by_count":27},{"year":2013,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}
