{"id":"https://openalex.org/W2804517486","doi":"https://doi.org/10.1007/978-3-319-91563-0_15","title":"How Much Event Data Is Enough? A Statistical Framework for Process Discovery","display_name":"How Much Event Data Is Enough? A Statistical Framework for Process Discovery","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2804517486","doi":"https://doi.org/10.1007/978-3-319-91563-0_15","mag":"2804517486"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91563-0_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91563-0_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5019783605","display_name":"M. Bauer","orcid":"https://orcid.org/0000-0002-3120-7405"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin Bauer","raw_affiliation_strings":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069934296","display_name":"Arik Senderovich","orcid":"https://orcid.org/0000-0003-4728-8024"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Arik Senderovich","raw_affiliation_strings":["Technion \u2013 Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Technion \u2013 Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063111542","display_name":"Avigdor Gal","orcid":"https://orcid.org/0000-0002-7028-661X"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Avigdor Gal","raw_affiliation_strings":["Technion \u2013 Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Technion \u2013 Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011312561","display_name":"Lars Grunske","orcid":"https://orcid.org/0000-0002-8747-3745"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Grunske","raw_affiliation_strings":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070529144","display_name":"Matthias Weidlich","orcid":"https://orcid.org/0000-0003-3325-7227"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Weidlich","raw_affiliation_strings":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019783605"],"corresponding_institution_ids":["https://openalex.org/I39343248"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.4208,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9945243,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9980999827384949,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8303577899932861},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.7776398658752441},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6302663087844849},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6191191673278809},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.611958920955658},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5280687808990479},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5135676860809326},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5086010694503784},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.47162508964538574},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.45064693689346313},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.44312548637390137},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4163792133331299},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.41471946239471436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3733120560646057},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.30953019857406616},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.21354162693023682},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17687755823135376},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10242718458175659}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8303577899932861},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.7776398658752441},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6302663087844849},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6191191673278809},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.611958920955658},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5280687808990479},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5135676860809326},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5086010694503784},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.47162508964538574},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.45064693689346313},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.44312548637390137},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4163792133331299},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.41471946239471436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3733120560646057},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.30953019857406616},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.21354162693023682},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17687755823135376},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10242718458175659},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91563-0_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91563-0_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W35798632","https://openalex.org/W793339159","https://openalex.org/W1531966656","https://openalex.org/W1567010487","https://openalex.org/W1576354363","https://openalex.org/W1578876701","https://openalex.org/W1601449696","https://openalex.org/W1902627609","https://openalex.org/W1943545449","https://openalex.org/W2020220603","https://openalex.org/W2076343783","https://openalex.org/W2096458486","https://openalex.org/W2098250644","https://openalex.org/W2101238481","https://openalex.org/W2106255903","https://openalex.org/W2111207692","https://openalex.org/W2113071192","https://openalex.org/W2113920655","https://openalex.org/W2117496268","https://openalex.org/W2150290224","https://openalex.org/W2158891129","https://openalex.org/W2191840305","https://openalex.org/W2247764580","https://openalex.org/W2323474374","https://openalex.org/W2329646465","https://openalex.org/W2386247619","https://openalex.org/W2472958328","https://openalex.org/W2493685785","https://openalex.org/W2524961085","https://openalex.org/W2608662023","https://openalex.org/W2743864280","https://openalex.org/W2744595389","https://openalex.org/W2951532639","https://openalex.org/W2963107557","https://openalex.org/W3105475424","https://openalex.org/W3105635724","https://openalex.org/W4243932450","https://openalex.org/W6600109629","https://openalex.org/W6948214015"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2996377510","https://openalex.org/W3184122949","https://openalex.org/W2473542839","https://openalex.org/W88310037","https://openalex.org/W2734067265","https://openalex.org/W2294791746","https://openalex.org/W1611051793"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}