{"id":"https://openalex.org/W3037031525","doi":"https://doi.org/10.1109/tsc.2020.3004532","title":"Evaluation Goals for Online Process Mining: A Concept Drift Perspective","display_name":"Evaluation Goals for Online Process Mining: A Concept Drift Perspective","publication_year":2020,"publication_date":"2020-06-24","ids":{"openalex":"https://openalex.org/W3037031525","doi":"https://doi.org/10.1109/tsc.2020.3004532","mag":"3037031525"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2020.3004532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2020.3004532","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":true,"oa_status":"green","oa_url":"https://arts.units.it/bitstream/11368/3014639/2/Evaluation_Goals_for_Online_Process_Mining_a_Concept_Drift_Perspective.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030929146","display_name":"Paolo Ceravolo","orcid":"https://orcid.org/0000-0002-4519-0173"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Ceravolo","raw_affiliation_strings":["Università degli Studi di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4519-0173","affiliations":[{"raw_affiliation_string":"Università degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066680887","display_name":"Gabriel Marques Tavares","orcid":"https://orcid.org/0000-0002-2601-8108"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriel Marques Tavares","raw_affiliation_strings":["Università degli Studi di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2601-8108","affiliations":[{"raw_affiliation_string":"Università degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004953377","display_name":"Sylvio Barbon","orcid":"https://orcid.org/0000-0002-4988-0702"},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sylvio Barbon Junior","raw_affiliation_strings":["Computer Science Department, State University of Londrina, Londrina, PR Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4988-0702","affiliations":[{"raw_affiliation_string":"Computer Science Department, State University of Londrina, Londrina, PR Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075830877","display_name":"Ernesto Damiani","orcid":"https://orcid.org/0000-0002-9557-6496"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["AE","IT"],"is_corresponding":false,"raw_author_name":"Ernesto Damiani","raw_affiliation_strings":["Università degli Studi di Milano (UNIMI), Milan, Italy","Cyber-Physical Systems Center, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-9557-6496","affiliations":[{"raw_affiliation_string":"Università degli Studi di Milano (UNIMI), Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Cyber-Physical Systems Center, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7809,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.94493805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"2473","last_page":"2489"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.954800009727478,"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":0.8468184471130371},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.7719571590423584},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.6497546434402466},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6333940625190735},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5871762633323669},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5299708843231201},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5186201930046082},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5099385976791382},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5082430243492126},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.49158987402915955},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4896271824836731},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4503346085548401},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.44903022050857544},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43455174565315247},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4101424515247345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38875558972358704},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.388500452041626},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.381197988986969},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.36331284046173096},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.2949700653553009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19190675020217896},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13982552289962769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8468184471130371},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7719571590423584},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.6497546434402466},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6333940625190735},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5871762633323669},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5299708843231201},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5186201930046082},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5099385976791382},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5082430243492126},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.49158987402915955},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4896271824836731},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4503346085548401},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.44903022050857544},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43455174565315247},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4101424515247345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38875558972358704},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.388500452041626},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.381197988986969},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36331284046173096},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.2949700653553009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19190675020217896},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13982552289962769},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsc.2020.3004532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2020.3004532","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"},{"id":"pmh:oai:arts.units.it:11368/3014639","is_oa":true,"landing_page_url":"https://hdl.handle.net/11368/3014639","pdf_url":"https://arts.units.it/bitstream/11368/3014639/2/Evaluation_Goals_for_Online_Process_Mining_a_Concept_Drift_Perspective.pdf","source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:air.unimi.it:2434/751873","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/751873","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arts.units.it:11368/3014639","is_oa":true,"landing_page_url":"https://hdl.handle.net/11368/3014639","pdf_url":"https://arts.units.it/bitstream/11368/3014639/2/Evaluation_Goals_for_Online_Process_Mining_a_Concept_Drift_Perspective.pdf","source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037031525.pdf","grobid_xml":"https://content.openalex.org/works/W3037031525.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W124909259","https://openalex.org/W139562302","https://openalex.org/W163332123","https://openalex.org/W168360754","https://openalex.org/W182707955","https://openalex.org/W203590926","https://openalex.org/W281005445","https://openalex.org/W1166744040","https://openalex.org/W1466892810","https://openalex.org/W1565746575","https://openalex.org/W1868510621","https://openalex.org/W1988135700","https://openalex.org/W2000454347","https://openalex.org/W2047547708","https://openalex.org/W2066982277","https://openalex.org/W2084864929","https://openalex.org/W2099419573","https://openalex.org/W2101107197","https://openalex.org/W2119885577","https://openalex.org/W2119939946","https://openalex.org/W2137894950","https://openalex.org/W2144126731","https://openalex.org/W2160192435","https://openalex.org/W2160512933","https://openalex.org/W2191840305","https://openalex.org/W2247057194","https://openalex.org/W2463319373","https://openalex.org/W2511925499","https://openalex.org/W2582485373","https://openalex.org/W2583072073","https://openalex.org/W2608662023","https://openalex.org/W2726113388","https://openalex.org/W2754184496","https://openalex.org/W2756184294","https://openalex.org/W2766016505","https://openalex.org/W2766473140","https://openalex.org/W2766703578","https://openalex.org/W2788885404","https://openalex.org/W2798699216","https://openalex.org/W2886270267","https://openalex.org/W2887720591","https://openalex.org/W2891493454","https://openalex.org/W2896583951","https://openalex.org/W2900524620","https://openalex.org/W2901934595","https://openalex.org/W2902683316","https://openalex.org/W2920395262","https://openalex.org/W2944670592","https://openalex.org/W2946117215","https://openalex.org/W2954068651","https://openalex.org/W2963375472","https://openalex.org/W2964196641","https://openalex.org/W2966456813","https://openalex.org/W2969599141","https://openalex.org/W2970064447","https://openalex.org/W2971692343","https://openalex.org/W2979930862","https://openalex.org/W2982704788","https://openalex.org/W2997619731","https://openalex.org/W2998567203","https://openalex.org/W3030845798","https://openalex.org/W3036003734","https://openalex.org/W3105475424","https://openalex.org/W3105596407","https://openalex.org/W3105635724","https://openalex.org/W4300114609","https://openalex.org/W4301118033","https://openalex.org/W4301665406","https://openalex.org/W6637131181","https://openalex.org/W6679604344","https://openalex.org/W6712724385","https://openalex.org/W6713722653","https://openalex.org/W6719824792","https://openalex.org/W6733348760","https://openalex.org/W6771635637","https://openalex.org/W6779502174"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2996377510","https://openalex.org/W2473542839","https://openalex.org/W4366534517","https://openalex.org/W2050159024","https://openalex.org/W3184122949","https://openalex.org/W2908424020","https://openalex.org/W88310037"],"abstract_inverted_index":{"Online":[0],"process":[1,84],"mining":[2,85],"refers":[3],"to":[4,68],"a":[5,77],"class":[6],"of":[7,19,30,38,63,79,93],"techniques":[8,23,66,100],"for":[9,82,111],"analyzing":[10],"in":[11,26,51,90,119],"real-time":[12],"event":[13],"streams":[14],"generated":[15],"by":[16,47,75,125,133],"the":[17,27,48,60,73,91,94,102],"execution":[18],"business":[20,31],"processes.":[21],"These":[22],"are":[24],"crucial":[25,118],"reactive":[28],"monitoring":[29],"processes,":[32],"timely":[33],"resource":[34],"allocation":[35],"and":[36,86,99,107],"detection/prevention":[37],"dysfunctional":[39],"behavior.":[40],"Many":[41],"interesting":[42],"advances":[43],"have":[44,67],"been":[45],"made":[46],"research":[49,109],"community":[50],"recent":[52],"years,":[53],"but":[54],"there":[55],"is":[56,117,129],"no":[57],"consensus":[58],"on":[59],"exact":[61],"set":[62,78],"properties":[64],"these":[65],"achieve.":[69],"This":[70],"article":[71],"fills":[72],"gap":[74],"identifying":[76],"evaluation":[80],"goals":[81,106],"online":[83],"examining":[87],"their":[88,112],"fulfillment":[89],"state":[92],"art.":[95],"We":[96],"discuss":[97],"parameters":[98],"regulating":[101],"balance":[103],"between":[104],"conflicting":[105],"outline":[108],"needed":[110],"improvement.":[113],"Concept":[114],"drift":[115],"detection":[116],"this":[120],"sense":[121],"but,":[122],"as":[123],"demonstrated":[124],"our":[126],"experiments,":[127],"it":[128],"only":[130],"partially":[131],"supported":[132],"current":[134],"solutions.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}