{"id":"https://openalex.org/W4389003567","doi":"https://doi.org/10.1016/j.is.2023.102320","title":"An empirical evaluation of unsupervised event log abstraction techniques in process mining","display_name":"An empirical evaluation of unsupervised event log abstraction techniques in process mining","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4389003567","doi":"https://doi.org/10.1016/j.is.2023.102320"},"language":"en","primary_location":{"id":"doi:10.1016/j.is.2023.102320","doi":"https://doi.org/10.1016/j.is.2023.102320","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.is.2023.102320","pdf_url":null,"source":{"id":"https://openalex.org/S193006928","display_name":"Information Systems","issn_l":"0306-4379","issn":["0306-4379","1873-6076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","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":"Information Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://documentserver.uhasselt.be//bitstream/1942/41894/2/An_Empirical_Evaluation_of_Unsupervised_Event_Log_Abstraction_Techniques_in_Process_Mining__IS_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024196920","display_name":"Greg Van Houdt","orcid":"https://orcid.org/0000-0002-1793-4227","observed_orcids":["https://orcid.org/0000-0002-1793-4227"]},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Greg Van Houdt","raw_affiliation_strings":["UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1793-4227","affiliations":[{"raw_affiliation_string":"UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074681714","display_name":"Massimiliano de Leoni","orcid":"https://orcid.org/0000-0002-8447-5374","observed_orcids":["https://orcid.org/0000-0002-8447-5374"]},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimiliano de Leoni","raw_affiliation_strings":["University of Padua, Department of Mathematics, Via Trieste 63, Padua, 35121, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padua, Department of Mathematics, Via Trieste 63, Padua, 35121, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020596856","display_name":"Niels Martin","orcid":"https://orcid.org/0000-0003-3279-3853","observed_orcids":["https://orcid.org/0000-0003-3279-3853"]},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Niels Martin","raw_affiliation_strings":["UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048446657","display_name":"Beno\u00eet Depaire","orcid":"https://orcid.org/0000-0003-4735-0609","observed_orcids":["https://orcid.org/0000-0003-4735-0609"]},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Depaire","raw_affiliation_strings":["UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UHasselt \u2013 Hasselt University, Research Group Business Informatics, Agoralaan, Diepenbeek, 3590, Belgium","institution_ids":["https://openalex.org/I878454856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024196920"],"corresponding_institution_ids":["https://openalex.org/I878454856"],"apc_list":{"value":2840,"currency":"USD","value_usd":2840},"apc_paid":null,"fwci":1.7632,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87195122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"121","issue":null,"first_page":"102320","last_page":"102320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.0,"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/T13287","display_name":"Robotic Process Automation Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/process-mining","display_name":"process mining","score":0.8289999961853027},{"id":"https://openalex.org/keywords/process-discovery","display_name":"process discovery","score":0.968999981880188},{"id":"https://openalex.org/keywords/model-complexity","display_name":"model complexity","score":0.796999990940094},{"id":"https://openalex.org/keywords/empirical-evaluation","display_name":"empirical evaluation","score":0.4519999921321869}],"concepts":[{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.8447012305259705},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8377093076705933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130804896354675},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.7099997401237488},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5784263014793396},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5754365921020508},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5668607354164124},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5168728828430176},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4623398184776306},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45431917905807495},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42090943455696106},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.3629778027534485},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.22622761130332947},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09507972002029419},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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":3,"locations":[{"id":"doi:10.1016/j.is.2023.102320","doi":"https://doi.org/10.1016/j.is.2023.102320","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.is.2023.102320","pdf_url":null,"source":{"id":"https://openalex.org/S193006928","display_name":"Information Systems","issn_l":"0306-4379","issn":["0306-4379","1873-6076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","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":"Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/41894","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/41894","pdf_url":"https://documentserver.uhasselt.be//bitstream/1942/41894/2/An_Empirical_Evaluation_of_Unsupervised_Event_Log_Abstraction_Techniques_in_Process_Mining__IS_.pdf","source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/3504192","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3504192","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"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:documentserver.uhasselt.be:1942/41894","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/41894","pdf_url":"https://documentserver.uhasselt.be//bitstream/1942/41894/2/An_Empirical_Evaluation_of_Unsupervised_Event_Log_Abstraction_Techniques_in_Process_Mining__IS_.pdf","source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G33868312","display_name":null,"funder_award_id":"BIRD219730/21","funder_id":"https://openalex.org/F4320336759","funder_display_name":"Dipartimento di Matematica 'Tullio Levi-Civita' Universit\u00e0 di Padova"},{"id":"https://openalex.org/G4418467681","display_name":null,"funder_award_id":"BIRD215924/21","funder_id":"https://openalex.org/F4320336759","funder_display_name":"Dipartimento di Matematica 'Tullio Levi-Civita' Universit\u00e0 di Padova"},{"id":"https://openalex.org/G5396011912","display_name":null,"funder_award_id":"BOF19OWB19","funder_id":"https://openalex.org/F4320325866","funder_display_name":"Universiteit Hasselt"}],"funders":[{"id":"https://openalex.org/F4320319128","display_name":"Vlaams Supercomputer Centrum","ror":"https://ror.org/05sqppn31"},{"id":"https://openalex.org/F4320321651","display_name":"Technische Universiteit Eindhoven","ror":"https://ror.org/02c2kyt77"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320325866","display_name":"Universiteit Hasselt","ror":"https://ror.org/04nbhqj75"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null},{"id":"https://openalex.org/F4320336759","display_name":"Dipartimento di Matematica 'Tullio Levi-Civita' Universit\u00e0 di Padova","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389003567.pdf","grobid_xml":"https://content.openalex.org/works/W4389003567.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W774424422","https://openalex.org/W793339159","https://openalex.org/W1573114896","https://openalex.org/W1824264389","https://openalex.org/W1937768634","https://openalex.org/W2048743347","https://openalex.org/W2059732136","https://openalex.org/W2066018400","https://openalex.org/W2084864929","https://openalex.org/W2087103691","https://openalex.org/W2096998948","https://openalex.org/W2097602922","https://openalex.org/W2098250644","https://openalex.org/W2115685105","https://openalex.org/W2126775675","https://openalex.org/W2132077759","https://openalex.org/W2151113201","https://openalex.org/W2164449020","https://openalex.org/W2336423265","https://openalex.org/W2462439317","https://openalex.org/W2472724528","https://openalex.org/W2473992899","https://openalex.org/W2485959179","https://openalex.org/W2487903830","https://openalex.org/W2487959987","https://openalex.org/W2494275267","https://openalex.org/W2507315788","https://openalex.org/W2515301985","https://openalex.org/W2604360691","https://openalex.org/W2606953297","https://openalex.org/W2610710708","https://openalex.org/W2610815847","https://openalex.org/W2617135656","https://openalex.org/W2618422422","https://openalex.org/W2770379970","https://openalex.org/W2784117489","https://openalex.org/W2784316933","https://openalex.org/W2791775633","https://openalex.org/W2798361810","https://openalex.org/W2802778878","https://openalex.org/W2804871241","https://openalex.org/W2807303045","https://openalex.org/W2893913294","https://openalex.org/W2902807874","https://openalex.org/W2911965019","https://openalex.org/W2920306066","https://openalex.org/W2922482459","https://openalex.org/W2945379307","https://openalex.org/W2947660102","https://openalex.org/W2969599141","https://openalex.org/W3021261667","https://openalex.org/W3030845798","https://openalex.org/W3150867164","https://openalex.org/W3152107682","https://openalex.org/W3154985639","https://openalex.org/W3209891231","https://openalex.org/W4206909278","https://openalex.org/W4206915416","https://openalex.org/W4206987280","https://openalex.org/W4233271741","https://openalex.org/W4237170452","https://openalex.org/W4237214317","https://openalex.org/W4239400663","https://openalex.org/W4243932450","https://openalex.org/W4249633597","https://openalex.org/W4255004139","https://openalex.org/W4285191676","https://openalex.org/W4288660580","https://openalex.org/W4327983852","https://openalex.org/W4360971328","https://openalex.org/W4360973315","https://openalex.org/W4379113155","https://openalex.org/W4379113201","https://openalex.org/W4399546065"],"related_works":["https://openalex.org/W3150867164","https://openalex.org/W2606953297","https://openalex.org/W4390704744","https://openalex.org/W4379113201","https://openalex.org/W2164449020","https://openalex.org/W3030845798","https://openalex.org/W2462439317","https://openalex.org/W4226139151","https://openalex.org/W3210114737","https://openalex.org/W4360971328"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-11-26T00:00:00"}