{"id":"https://openalex.org/W1505573608","doi":"https://doi.org/10.1007/978-3-642-13094-6_6","title":"Dependency Discovery in Data Quality","display_name":"Dependency Discovery in Data Quality","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1505573608","doi":"https://doi.org/10.1007/978-3-642-13094-6_6","mag":"1505573608"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-13094-6_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-13094-6_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-13094-6_6.pdf","source":{"id":"https://openalex.org/S4210222342","display_name":"Notes on numerical fluid mechanics and multidisciplinary design","issn_l":"1612-2909","issn":["1612-2909","1860-0824"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notes on Numerical Fluid Mechanics and Multidisciplinary Design","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-13094-6_6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088703800","display_name":"Daniele Barone","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Daniele Barone","raw_affiliation_strings":["Department of Computer Science, University of Toronto, Toronto, Canada","DEPARTMENT OF COMPUTER SCIENCE, UNIVERSITY OF TORONTO, TORONTO, ON, CANADA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"DEPARTMENT OF COMPUTER SCIENCE, UNIVERSITY OF TORONTO, TORONTO, ON, CANADA","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020281960","display_name":"Fabio Stella","orcid":"https://orcid.org/0000-0002-1394-0507"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Stella","raw_affiliation_strings":["Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","[Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, Italy]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"[Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, Italy]","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034751740","display_name":"Carlo Batini","orcid":null},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Batini","raw_affiliation_strings":["Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","[Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, Italy]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"[Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, Italy]","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088703800"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":4.8593,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94498069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9858999848365784,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9836999773979187,"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/dependency","display_name":"Dependency (UML)","score":0.7739156484603882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7557494640350342},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6884273290634155},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6805260181427002},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5755258202552795},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5642822980880737},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.553838312625885},{"id":"https://openalex.org/keywords/functional-dependency","display_name":"Functional dependency","score":0.4805336594581604},{"id":"https://openalex.org/keywords/dependency-theory","display_name":"Dependency theory (database theory)","score":0.47738856077194214},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.450946569442749},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4371870160102844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3036094009876251},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.2204027771949768},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.128337562084198},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07562807202339172}],"concepts":[{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7739156484603882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7557494640350342},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6884273290634155},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6805260181427002},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5755258202552795},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5642822980880737},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.553838312625885},{"id":"https://openalex.org/C26320393","wikidata":"https://www.wikidata.org/wiki/Q597053","display_name":"Functional dependency","level":3,"score":0.4805336594581604},{"id":"https://openalex.org/C40683218","wikidata":"https://www.wikidata.org/wiki/Q5260625","display_name":"Dependency theory (database theory)","level":4,"score":0.47738856077194214},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.450946569442749},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4371870160102844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3036094009876251},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.2204027771949768},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.128337562084198},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07562807202339172},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-13094-6_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-13094-6_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-13094-6_6.pdf","source":{"id":"https://openalex.org/S4210222342","display_name":"Notes on numerical fluid mechanics and multidisciplinary design","issn_l":"1612-2909","issn":["1612-2909","1860-0824"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notes on Numerical Fluid Mechanics and Multidisciplinary Design","raw_type":"book-chapter"},{"id":"pmh:oai:boa.unimib.it:10281/12965","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/12965","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:zenodo.org:174910","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/174910","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-13094-6_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-13094-6_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-13094-6_6.pdf","source":{"id":"https://openalex.org/S4210222342","display_name":"Notes on numerical fluid mechanics and multidisciplinary design","issn_l":"1612-2909","issn":["1612-2909","1860-0824"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notes on Numerical Fluid Mechanics and Multidisciplinary Design","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1505573608.pdf","grobid_xml":"https://content.openalex.org/works/W1505573608.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W90040436","https://openalex.org/W97652101","https://openalex.org/W107720198","https://openalex.org/W622135080","https://openalex.org/W1508584523","https://openalex.org/W1585012514","https://openalex.org/W1755360231","https://openalex.org/W1967167578","https://openalex.org/W1991982874","https://openalex.org/W2004291985","https://openalex.org/W2018055880","https://openalex.org/W2105486835","https://openalex.org/W2108991785","https://openalex.org/W2114589608","https://openalex.org/W2119127221","https://openalex.org/W2138752966","https://openalex.org/W2159080219","https://openalex.org/W2160547829","https://openalex.org/W2295240344","https://openalex.org/W2400827012","https://openalex.org/W2482173276","https://openalex.org/W2497739385","https://openalex.org/W3146259567","https://openalex.org/W4285719527","https://openalex.org/W4299670631","https://openalex.org/W6637688025","https://openalex.org/W6724091903"],"related_works":["https://openalex.org/W1968137129","https://openalex.org/W2177745035","https://openalex.org/W2125223317","https://openalex.org/W1593881241","https://openalex.org/W2148956898","https://openalex.org/W2072918301","https://openalex.org/W2111203646","https://openalex.org/W1512401680","https://openalex.org/W158126298","https://openalex.org/W2039445786"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}
