{"id":"https://openalex.org/W4414330372","doi":"https://doi.org/10.1007/978-3-032-05281-0_1","title":"Data Quality in\u00a0the\u00a0Age of\u00a0AI","display_name":"Data Quality in\u00a0the\u00a0Age of\u00a0AI","publication_year":2025,"publication_date":"2025-09-18","ids":{"openalex":"https://openalex.org/W4414330372","doi":"https://doi.org/10.1007/978-3-032-05281-0_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05281-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05281-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://handle.uba.uva.nl/personal/pure/en/publications/data-quality-intheage-ofai(5f75e96e-3f85-4e0a-aef8-f721f95e87d1).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053028480","display_name":"Felix Naumann","orcid":"https://orcid.org/0000-0002-4483-1389"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Felix Naumann","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4483-1389","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072107825","display_name":"Lisa Ehrlinger","orcid":"https://orcid.org/0000-0001-5313-0368"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisa Ehrlinger","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5313-0368","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008534205","display_name":"Hazar Harmouch","orcid":"https://orcid.org/0000-0001-9967-5347"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hazar Harmouch","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9967-5347","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022872096","display_name":"Sedir Mohammed","orcid":"https://orcid.org/0000-0002-2163-0437"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sedir Mohammed","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2163-0437","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5088315797","display_name":"Divesh Srivastava","orcid":"https://orcid.org/0000-0002-7609-9217"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Divesh Srivastava","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7609-9217","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053028480"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5878141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"7"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9722999930381775,"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/data-quality","display_name":"Data quality","score":0.6407999992370605},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6123999953269958},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.557200014591217},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5407999753952026},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5232999920845032},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49059998989105225},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4578000009059906},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4357999861240387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8585000038146973},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.6407999992370605},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6123999953269958},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.557200014591217},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5407999753952026},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5232999920845032},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5216000080108643},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49059998989105225},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4578000009059906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44679999351501465},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4357999861240387},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33899998664855957},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.33570000529289246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.3199999928474426},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C61871575","wikidata":"https://www.wikidata.org/wiki/Q384093","display_name":"Master data","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-05281-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05281-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:dare.uva.nl:openaire/5f75e96e-3f85-4e0a-aef8-f721f95e87d1","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/data-quality-intheage-ofai(5f75e96e-3f85-4e0a-aef8-f721f95e87d1).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Naumann, F, Ehrlinger, L, Harmouch, H, Mohammed, S & Srivastava, D 2026, Data Quality in\u00a0the\u00a0Age of\u00a0AI. in P K Chrysanthis, K N\u00f8rv\u00e5g, K Stefanidis & Z Zhang (eds), Advances in Databases and Information Systems : 29th European Conference, ADBIS 2025, Tampere, Finland, September 23\u201326, 2025 : proceedings. Lecture Notes in Computer Science, vol. 16043, Cham, pp. 3-7, 29th European Conference on Advances in Databases and Information Systems, ADBIS 2025, Tampere, Finland, 23/09/25. https://doi.org/10.1007/978-3-032-05281-0_1","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire/5f75e96e-3f85-4e0a-aef8-f721f95e87d1","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/data-quality-intheage-ofai(5f75e96e-3f85-4e0a-aef8-f721f95e87d1).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Naumann, F, Ehrlinger, L, Harmouch, H, Mohammed, S & Srivastava, D 2026, Data Quality in\u00a0the\u00a0Age of\u00a0AI. in P K Chrysanthis, K N\u00f8rv\u00e5g, K Stefanidis & Z Zhang (eds), Advances in Databases and Information Systems : 29th European Conference, ADBIS 2025, Tampere, Finland, September 23\u201326, 2025 : proceedings. Lecture Notes in Computer Science, vol. 16043, Cham, pp. 3-7, 29th European Conference on Advances in Databases and Information Systems, ADBIS 2025, Tampere, Finland, 23/09/25. https://doi.org/10.1007/978-3-032-05281-0_1","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2004291985","https://openalex.org/W2058329128","https://openalex.org/W2117366235","https://openalex.org/W2341832822","https://openalex.org/W4240301789","https://openalex.org/W4389364022","https://openalex.org/W4408444355","https://openalex.org/W4412402687","https://openalex.org/W6891901156"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}