{"id":"https://openalex.org/W2044988198","doi":"https://doi.org/10.1016/j.websem.2011.05.003","title":"Concept Drift and How to Identify It","display_name":"Concept Drift and How to Identify It","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2044988198","doi":"https://doi.org/10.1016/j.websem.2011.05.003","mag":"2044988198"},"language":"en","primary_location":{"id":"doi:10.1016/j.websem.2011.05.003","doi":"https://doi.org/10.1016/j.websem.2011.05.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.websem.2011.05.003","pdf_url":null,"source":{"id":"https://openalex.org/S20211220","display_name":"Journal of Web Semantics","issn_l":"1570-8268","issn":["1570-8268","1873-7749"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Web Semantics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.3199520","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065278736","display_name":"Shenghui Wang","orcid":"https://orcid.org/0000-0003-0583-6969","observed_orcids":["https://orcid.org/0000-0003-0583-6969","https://orcid.org/0000-0001-8149-1590"]},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Shenghui Wang","raw_affiliation_strings":["Vrije Universiteit Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075365612","display_name":"Stefan Schlobach A","orcid":"https://orcid.org/0000-0002-3282-1597","observed_orcids":["https://orcid.org/0000-0002-3282-1597"]},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stefan Schlobach","raw_affiliation_strings":["Vrije Universiteit Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086132016","display_name":"Michel C. A. Klein","orcid":"https://orcid.org/0000-0003-4119-1846","observed_orcids":["https://orcid.org/0000-0003-4119-1846"]},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michel Klein","raw_affiliation_strings":["Vrije Universiteit Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065278736"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":{"value":1700,"currency":"USD","value_usd":1700},"apc_paid":null,"fwci":4.4094,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.94798336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"247","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9911999702453613,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9911999702453613,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14330","display_name":"Library Science and Information Systems","score":0.0010999999940395355,"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/concept-drift","display_name":"concept drift","score":1.0},{"id":"https://openalex.org/keywords/concept-shift","display_name":"concept shift","score":0.4620000123977661},{"id":"https://openalex.org/keywords/intension-and-extension","display_name":"intension and extension","score":0.7210000157356262},{"id":"https://openalex.org/keywords/skos","display_name":"SKOS","score":0.8679999709129333},{"id":"https://openalex.org/keywords/dbpedia","display_name":"DBpedia","score":0.8059999942779541},{"id":"https://openalex.org/keywords/owls","display_name":"owls","score":0.6959999799728394},{"id":"https://openalex.org/keywords/open-biomedical-ontologies","display_name":"OBO","score":0.8100000023841858},{"id":"https://openalex.org/keywords/ontology-evolution","display_name":"ontology evolution","score":0.5379999876022339},{"id":"https://openalex.org/keywords/semantic-change-detection","display_name":"semantic change detection","score":0.47699999809265137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8018040060997009},{"id":"https://openalex.org/C61341680","wikidata":"https://www.wikidata.org/wiki/Q1923256","display_name":"Intension","level":2,"score":0.7422657608985901},{"id":"https://openalex.org/C29321653","wikidata":"https://www.wikidata.org/wiki/Q2288360","display_name":"Simple Knowledge Organization System","level":5,"score":0.7086266279220581},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6433669328689575},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6111766695976257},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.5381056070327759},{"id":"https://openalex.org/C15657843","wikidata":"https://www.wikidata.org/wiki/Q1751819","display_name":"RDF Schema","level":5,"score":0.5216729640960693},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.48051437735557556},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.42683038115501404},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.4123408794403076},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3797006607055664},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.2823237180709839},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.28182315826416016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2735641896724701},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14940428733825684},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1444890797138214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41009113","wikidata":"https://www.wikidata.org/wiki/Q54871","display_name":"SPARQL","level":4,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":5,"locations":[{"id":"doi:10.1016/j.websem.2011.05.003","doi":"https://doi.org/10.1016/j.websem.2011.05.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.websem.2011.05.003","pdf_url":null,"source":{"id":"https://openalex.org/S20211220","display_name":"Journal of Web Semantics","issn_l":"1570-8268","issn":["1570-8268","1873-7749"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Web Semantics","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.3199520","doi":"https://doi.org/10.2139/ssrn.3199520","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3199520","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/c358bd42-77b1-45c4-8fe8-32a60e945ec2","doi":null,"is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/c358bd42-77b1-45c4-8fe8-32a60e945ec2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wang, S, Schlobach, K S & Klein, M C A 2011, 'Concept drift and how to identify it', Journal of Web Semantics, vol. 9, no. 3, pp. 247-265. https://doi.org/10.1016/j.websem.2011.05.003","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dare.ubvu.vu.nl:1871/37085","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1871/37085","pdf_url":null,"source":{"id":"https://openalex.org/S4306400546","display_name":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9","raw_type":"Article / Letter to editor"},{"id":"pmh:vu:oai:research.vu.nl:publications/c358bd42-77b1-45c4-8fe8-32a60e945ec2","doi":null,"is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/c358bd42-77b1-45c4-8fe8-32a60e945ec2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Web Semantics, 9(3), 247 - 265. Elsevier","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.3199520","doi":"https://doi.org/10.2139/ssrn.3199520","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3199520","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W27527270","https://openalex.org/W87542401","https://openalex.org/W89632731","https://openalex.org/W106139956","https://openalex.org/W139044672","https://openalex.org/W160339868","https://openalex.org/W187698911","https://openalex.org/W1481393272","https://openalex.org/W1487060125","https://openalex.org/W1487156877","https://openalex.org/W1489870565","https://openalex.org/W1498951748","https://openalex.org/W1535837099","https://openalex.org/W1538875800","https://openalex.org/W1560455220","https://openalex.org/W1560690808","https://openalex.org/W1573043584","https://openalex.org/W1577703384","https://openalex.org/W1597754213","https://openalex.org/W1599232982","https://openalex.org/W1600879759","https://openalex.org/W1607322989","https://openalex.org/W1647671624","https://openalex.org/W1723826121","https://openalex.org/W1941101184","https://openalex.org/W1969713547","https://openalex.org/W1978211738","https://openalex.org/W2020490061","https://openalex.org/W2022775778","https://openalex.org/W2026446368","https://openalex.org/W2035707461","https://openalex.org/W2044988198","https://openalex.org/W2056819390","https://openalex.org/W2072026461","https://openalex.org/W2094112778","https://openalex.org/W2096578078","https://openalex.org/W2097395913","https://openalex.org/W2113142309","https://openalex.org/W2133235493","https://openalex.org/W2153225416","https://openalex.org/W2154687603","https://openalex.org/W2160745555","https://openalex.org/W2171900240","https://openalex.org/W2183679927","https://openalex.org/W2248098515","https://openalex.org/W2745750801","https://openalex.org/W2911640577","https://openalex.org/W2913882796","https://openalex.org/W4230688632","https://openalex.org/W4231639067","https://openalex.org/W4246955098","https://openalex.org/W4255618167","https://openalex.org/W4285719527","https://openalex.org/W7065010113"],"related_works":["https://openalex.org/W2133235493","https://openalex.org/W7095188387","https://openalex.org/W7100993045","https://openalex.org/W2613560969","https://openalex.org/W99811885","https://openalex.org/W2572012898","https://openalex.org/W2647550746","https://openalex.org/W87542401","https://openalex.org/W2727792265","https://openalex.org/W6948006187"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
