{"id":"https://openalex.org/W2121456421","doi":"https://doi.org/10.1007/s10462-008-9067-4","title":"Knowledge discovery standards","display_name":"Knowledge discovery standards","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2121456421","doi":"https://doi.org/10.1007/s10462-008-9067-4","mag":"2121456421"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-008-9067-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-008-9067-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-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/A5113675681","display_name":"Sarabjot Singh Anand","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sarabjot Singh Anand","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, CV4 7AL, England, UK","Department of Computer Science, University of Warwick, Coventry, England, UK CV4 7AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, CV4 7AL, England, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, England, UK CV4 7AL","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043874320","display_name":"Marko Grobelnik","orcid":"https://orcid.org/0000-0001-7373-5591"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Grobelnik","raw_affiliation_strings":["Jozef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","Jozef Stefan Institute, Ljubljana, Slovenia 1000#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jozef Stefan Institute, Ljubljana, Slovenia 1000#TAB#","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037525351","display_name":"Frank Herrmann","orcid":"https://orcid.org/0000-0002-7198-4989"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frank Herrmann","raw_affiliation_strings":["School of Computing, The Robert Gordon University, St. Andrew Street, Aberdeen, AB25 1HG, Scotland, UK","School of Computing, The Robert Gordon University, Aberdeen, Scotland, UK AB25 1HG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, The Robert Gordon University, St. Andrew Street, Aberdeen, AB25 1HG, Scotland, UK","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Computing, The Robert Gordon University, Aberdeen, Scotland, UK AB25 1HG","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019411087","display_name":"Mark F. Hornick","orcid":null},"institutions":[{"id":"https://openalex.org/I1342911587","display_name":"Oracle (United States)","ror":"https://ror.org/006c77m33","country_code":"US","type":"company","lineage":["https://openalex.org/I1342911587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Hornick","raw_affiliation_strings":["Oracle Corporation, 10 Van de Graaff Drive, Burlington, MA, 01803, USA","Oracle Corporation, Burlington, USA 01803"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oracle Corporation, 10 Van de Graaff Drive, Burlington, MA, 01803, USA","institution_ids":["https://openalex.org/I1342911587"]},{"raw_affiliation_string":"Oracle Corporation, Burlington, USA 01803","institution_ids":["https://openalex.org/I1342911587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074841030","display_name":"Christoph Lingenfelder","orcid":"https://orcid.org/0000-0001-9417-5116"},"institutions":[{"id":"https://openalex.org/I4210106712","display_name":"Alliance for Safe Kids","ror":"https://ror.org/01922pt58","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210106712"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph Lingenfelder","raw_affiliation_strings":["1101 Kitchawan Road, Route 134, P.O. Box 218, Yorktown Heights, NY, 10562-1301, USA",", Yorktown Heights, USA 10562-1301#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1101 Kitchawan Road, Route 134, P.O. Box 218, Yorktown Heights, NY, 10562-1301, USA","institution_ids":["https://openalex.org/I4210106712"]},{"raw_affiliation_string":", Yorktown Heights, USA 10562-1301#TAB#","institution_ids":["https://openalex.org/I4210106712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072227703","display_name":"Niall Rooney","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niall Rooney","raw_affiliation_strings":["University of Ulster at Jordanstown, Newtownabbey, County Antrin, Northern Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ulster at Jordanstown, Newtownabbey, County Antrin, Northern Ireland","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053098228","display_name":"Dietrich Wettschereck","orcid":null},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dietrich Wettschereck","raw_affiliation_strings":["School of Computing, The Robert Gordon University, St. Andrew Street, Aberdeen, AB25 1HG, Scotland, UK","School of Computing, The Robert Gordon University, Aberdeen, Scotland, UK AB25 1HG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, The Robert Gordon University, St. Andrew Street, Aberdeen, AB25 1HG, Scotland, UK","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Computing, The Robert Gordon University, Aberdeen, Scotland, UK AB25 1HG","institution_ids":["https://openalex.org/I522815984"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113675681"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":6.3096,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96592771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"1","first_page":"21","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9988999962806702,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9984999895095825,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/standardization","display_name":"Standardization","score":0.7725003361701965},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.7155416011810303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7122681140899658},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6397786736488342},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5892286896705627},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.5130819082260132},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.47448018193244934},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4740222096443176},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.35410362482070923},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25980696082115173},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10311493277549744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07528635859489441}],"concepts":[{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.7725003361701965},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.7155416011810303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7122681140899658},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6397786736488342},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5892286896705627},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.5130819082260132},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.47448018193244934},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4740222096443176},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.35410362482070923},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25980696082115173},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10311493277549744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07528635859489441},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-008-9067-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-008-9067-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W117320276","https://openalex.org/W118909908","https://openalex.org/W119863034","https://openalex.org/W205574054","https://openalex.org/W1491972017","https://openalex.org/W1523293200","https://openalex.org/W1586759373","https://openalex.org/W1600738000","https://openalex.org/W2033626294","https://openalex.org/W2043964814","https://openalex.org/W2058581741","https://openalex.org/W2081329332","https://openalex.org/W2084812512","https://openalex.org/W2096942889","https://openalex.org/W2104017387","https://openalex.org/W2123504579","https://openalex.org/W2126903876","https://openalex.org/W2197056051","https://openalex.org/W2254518098","https://openalex.org/W2502644460","https://openalex.org/W4212848460","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2378767206","https://openalex.org/W1540871478","https://openalex.org/W1583826057","https://openalex.org/W328308450","https://openalex.org/W282641168","https://openalex.org/W2376963063","https://openalex.org/W2377237701","https://openalex.org/W2066396794","https://openalex.org/W2366734808"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
