{"id":"https://openalex.org/W3207730169","doi":"https://doi.org/10.1109/tsc.2021.3120031","title":"A Conformance Checking-based Approach for Sudden Drift Detection in Business Processes","display_name":"A Conformance Checking-based Approach for Sudden Drift Detection in Business Processes","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3207730169","doi":"https://doi.org/10.1109/tsc.2021.3120031","mag":"3207730169"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2021.3120031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3120031","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","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/A5083358685","display_name":"V\u00edctor Gallego-Fontenla","orcid":"https://orcid.org/0000-0002-4149-919X"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victor Gallego-Fontenla","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038332436","display_name":"Juan C. Vidal","orcid":"https://orcid.org/0000-0002-8682-6772"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Vidal","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain","Departamento de Electr\u00f3nica e Computaci\u00f3n, Universidade de Santiago de Compostela, Galicia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]},{"raw_affiliation_string":"Departamento de Electr\u00f3nica e Computaci\u00f3n, Universidade de Santiago de Compostela, Galicia, Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035420876","display_name":"Manuel Lama","orcid":"https://orcid.org/0000-0001-7195-6155"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Lama","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Galicia, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0934,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81681705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9916999936103821,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7842753529548645},{"id":"https://openalex.org/keywords/conformance-checking","display_name":"Conformance checking","score":0.7507778406143188},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5775530338287354},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5738556385040283},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5396120548248291},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.4741877019405365},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.47300177812576294},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.4694128930568695},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45026496052742004},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.43106886744499207},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.22019046545028687},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1996491253376007},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17444738745689392},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.1685648262500763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842753529548645},{"id":"https://openalex.org/C2775948798","wikidata":"https://www.wikidata.org/wiki/Q5160261","display_name":"Conformance checking","level":5,"score":0.7507778406143188},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5775530338287354},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5738556385040283},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5396120548248291},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.4741877019405365},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.47300177812576294},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.4694128930568695},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45026496052742004},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.43106886744499207},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.22019046545028687},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1996491253376007},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17444738745689392},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.1685648262500763},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2021.3120031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3120031","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1695077988","display_name":null,"funder_award_id":"PDC2021-121072-C21","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4899630703","display_name":null,"funder_award_id":"PID2020-112623GB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8505773903","display_name":null,"funder_award_id":"FPU17/05138","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"}],"funders":[{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W124909259","https://openalex.org/W163332123","https://openalex.org/W748503119","https://openalex.org/W1466892810","https://openalex.org/W1543663519","https://openalex.org/W1592254591","https://openalex.org/W1598385458","https://openalex.org/W1843425376","https://openalex.org/W1861751335","https://openalex.org/W1988135700","https://openalex.org/W2001207032","https://openalex.org/W2071460053","https://openalex.org/W2084864929","https://openalex.org/W2087103691","https://openalex.org/W2099419573","https://openalex.org/W2101238481","https://openalex.org/W2109837661","https://openalex.org/W2111207692","https://openalex.org/W2117024474","https://openalex.org/W2126743783","https://openalex.org/W2131967717","https://openalex.org/W2143991132","https://openalex.org/W2158891129","https://openalex.org/W2177019876","https://openalex.org/W2177472777","https://openalex.org/W2394906752","https://openalex.org/W2395324170","https://openalex.org/W2396839266","https://openalex.org/W2463319373","https://openalex.org/W2562661928","https://openalex.org/W2591999418","https://openalex.org/W2604313671","https://openalex.org/W2726113388","https://openalex.org/W2754184496","https://openalex.org/W2766473140","https://openalex.org/W2798699216","https://openalex.org/W2896583951","https://openalex.org/W2968736618","https://openalex.org/W2978506316","https://openalex.org/W2982704788","https://openalex.org/W3014011536","https://openalex.org/W3105596407","https://openalex.org/W4245050711","https://openalex.org/W4249945659","https://openalex.org/W6711999805","https://openalex.org/W6712024299","https://openalex.org/W6712431476","https://openalex.org/W6731115184"],"related_works":["https://openalex.org/W2808742510","https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2989593792","https://openalex.org/W2970064447","https://openalex.org/W2156732239","https://openalex.org/W2972124102","https://openalex.org/W6865973","https://openalex.org/W2136447190"],"abstract_inverted_index":{"Real":[0],"life":[1],"business":[2],"processes":[3],"change":[4,66],"over":[5,38],"time,":[6],"in":[7,51,91,130,139],"both":[8],"planned":[9],"and":[10,27,44,67],"unexpected":[11],"ways.":[12],"The":[13],"detection":[14,46],"of":[15,58],"these":[16],"changes":[17,37,90],"is":[18,47],"crucial":[19],"for":[20],"organizations":[21],"to":[22,86,108],"ensure":[23],"that":[24],"the":[25,28,55,59,92,131,140],"expected":[26],"real":[29],"behavior":[30],"are":[31,40],"as":[32,34],"similar":[33],"possible.":[35],"These":[36],"time":[39],"called":[41],"concept":[42],"drifts":[43],"its":[45],"a":[48,65,83,119,135],"big":[49],"challenge":[50],"process":[52,93],"mining":[53],"since":[54],"inherent":[56],"complexity":[57],"data":[60],"makes":[61],"difficult":[62],"distinguishing":[63],"between":[64],"an":[68,110,128],"anomalous":[69],"execution.":[70],"In":[71],"this":[72],"article,":[73],"we":[74],"present":[75],"<italic":[76,98],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[77,99],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C2D2</i>":[78,100],"(Conformance":[79],"Checking-based":[80],"Drift":[81],"Detection),":[82],"new":[84],"approach":[85,114],"detect":[87],"sudden":[88],"control-flow":[89],"models":[94],"from":[95],"event":[96],"traces.":[97],"combines":[101],"discovery":[102],"techniques":[103],"with":[104,118],"conformance":[105],"checking":[106],"methods":[107],"perform":[109],"offline":[111],"detection.":[112,142],"Our":[113],"has":[115],"been":[116],"validated":[117],"synthetic":[120],"benchmarking":[121],"dataset":[122],"formed":[123],"by":[124],"68":[125],"logs,":[126],"showing":[127],"improvement":[129],"accuracy":[132],"while":[133],"maintaining":[134],"very":[136],"low":[137],"delay":[138],"drift":[141]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-10-25T00:00:00"}