{"id":"https://openalex.org/W7163887317","doi":"https://doi.org/10.1007/978-3-032-28117-3_10","title":"Explaining ML-Based Decision Models Through Process Mining Techniques","display_name":"Explaining ML-Based Decision Models Through Process Mining Techniques","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7163887317","doi":"https://doi.org/10.1007/978-3-032-28117-3_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-28117-3_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-28117-3_10","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":"conference-paper","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/A5100350630","display_name":"Le Zhang","orcid":"https://orcid.org/0000-0002-6504-6494"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wenrui Zhang","raw_affiliation_strings":["Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia"],"raw_orcid":"https://orcid.org/0009-0002-7385-7884","affiliations":[{"raw_affiliation_string":"Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026896419","display_name":"Kerstin Andree","orcid":"https://orcid.org/0009-0007-6360-8661"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kerstin Andree","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich, Bildungscampus 2, 74076, Heilbronn, Germany"],"raw_orcid":"https://orcid.org/0009-0007-6360-8661","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich, Bildungscampus 2, 74076, Heilbronn, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137692074","display_name":"Anna Kalenkova","orcid":"https://orcid.org/0000-0002-5088-7602"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anna Kalenkova","raw_affiliation_strings":["Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5088-7602","affiliations":[{"raw_affiliation_string":"Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011464374","display_name":"Luise Pufahl","orcid":"https://orcid.org/0000-0002-5182-2587"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luise Pufahl","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich, Bildungscampus 2, 74076, Heilbronn, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5182-2587","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich, Bildungscampus 2, 74076, Heilbronn, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055805371","display_name":"Lewis Mitchell","orcid":"https://orcid.org/0000-0001-8191-1997"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lewis Mitchell","raw_affiliation_strings":["Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8191-1997","affiliations":[{"raw_affiliation_string":"Adelaide Data Science Centre, School of Computer and Mathematical Sciences, The University of Adelaide, North Terrace, Adelaide, 5000, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100350630"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69891789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9480999708175659,"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":0.9480999708175659,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.007000000216066837,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.007000000216066837,"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/interpretability","display_name":"Interpretability","score":0.9300000071525574},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5892999768257141},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.5109999775886536},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5023000240325928},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.475600004196167},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45809999108314514},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.436599999666214},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.42969998717308044},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4106000065803528}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9300000071525574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.822700023651123},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5911999940872192},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5892999768257141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527999997138977},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.5109999775886536},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5023000240325928},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48559999465942383},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.475600004196167},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45809999108314514},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.436599999666214},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.42969998717308044},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4106000065803528},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.4104999899864197},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.40450000762939453},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.3578000068664551},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.3521000146865845},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.3443000018596649},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.3441999852657318},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.3398999869823456},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.3310999870300293},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2912999987602234},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.27399998903274536},{"id":"https://openalex.org/C115988155","wikidata":"https://www.wikidata.org/wiki/Q3262192","display_name":"Decision problem","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.251800000667572},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-28117-3_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-28117-3_10","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":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7287442088127136}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2063046703","https://openalex.org/W2085988980","https://openalex.org/W2282821441","https://openalex.org/W2962772482","https://openalex.org/W2963095307","https://openalex.org/W2981731882","https://openalex.org/W3047560809","https://openalex.org/W3116286104","https://openalex.org/W3127861532","https://openalex.org/W4226492624","https://openalex.org/W4243932450","https://openalex.org/W4285121593","https://openalex.org/W4386315726","https://openalex.org/W4400135851","https://openalex.org/W4404725215","https://openalex.org/W4404926118","https://openalex.org/W6907693833","https://openalex.org/W6929022432"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2026-06-09T00:00:00"}
