{"id":"https://openalex.org/W3177560507","doi":"https://doi.org/10.1109/icpm53251.2021.9576856","title":"Probabilistic Trace Alignment","display_name":"Probabilistic Trace Alignment","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W3177560507","doi":"https://doi.org/10.1109/icpm53251.2021.9576856","mag":"3177560507"},"language":"en","primary_location":{"id":"doi:10.1109/icpm53251.2021.9576856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpm53251.2021.9576856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd International Conference on Process Mining (ICPM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2107.03997","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015269262","display_name":"Giacomo Bergami","orcid":"https://orcid.org/0000-0002-1844-0851"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Bergami","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bozen, Italy","Free University of Bozen \u00b7 Bolzano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bozen, Italy","institution_ids":["https://openalex.org/I171543936"]},{"raw_affiliation_string":"Free University of Bozen \u00b7 Bolzano","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078031491","display_name":"Fabrizio Maria Maggi","orcid":"https://orcid.org/0000-0002-9089-6896"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Maria Maggi","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bozen, Italy","Free University of Bozen \u00b7 Bolzano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bozen, Italy","institution_ids":["https://openalex.org/I171543936"]},{"raw_affiliation_string":"Free University of Bozen \u00b7 Bolzano","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047795784","display_name":"Marco Montali","orcid":"https://orcid.org/0000-0002-8021-3430"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Montali","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bozen, Italy","Free University of Bozen \u00b7 Bolzano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bozen, Italy","institution_ids":["https://openalex.org/I171543936"]},{"raw_affiliation_string":"Free University of Bozen \u00b7 Bolzano","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087109002","display_name":"Rafael Pe\u00f1aloza","orcid":"https://orcid.org/0000-0002-2693-5790"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rafael Penaloza","raw_affiliation_strings":["University of Milano-Bicocca, Milan, Italy","University of Milano-Bicocca,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"University of Milano-Bicocca,","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.9188588261604309},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.712348461151123},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7053366899490356},{"id":"https://openalex.org/keywords/conformance-checking","display_name":"Conformance checking","score":0.6670059561729431},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.53825443983078},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.50678950548172},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4805110692977905},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.44638746976852417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38696229457855225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32623159885406494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2556985318660736},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.19399401545524597},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17659032344818115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07294878363609314},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.07099789381027222},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.060481101274490356}],"concepts":[{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.9188588261604309},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.712348461151123},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7053366899490356},{"id":"https://openalex.org/C2775948798","wikidata":"https://www.wikidata.org/wiki/Q5160261","display_name":"Conformance checking","level":5,"score":0.6670059561729431},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.53825443983078},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.50678950548172},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4805110692977905},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.44638746976852417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38696229457855225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32623159885406494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2556985318660736},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.19399401545524597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17659032344818115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07294878363609314},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.07099789381027222},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.060481101274490356},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/icpm53251.2021.9576856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpm53251.2021.9576856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd International Conference on Process Mining (ICPM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2107.03997","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.03997","pdf_url":"https://arxiv.org/pdf/2107.03997","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:3177560507","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2107.03997v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:alma.39UBZ_INST:11292888240001241","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICPM53251.2021.9576856","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"},{"id":"pmh:oai:unibz.it:11292888240001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Probabilistic-Trace-Alignment/991006491096901241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"},{"id":"doi:10.48550/arxiv.2107.03997","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2107.03997","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2107.03997","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.03997","pdf_url":"https://arxiv.org/pdf/2107.03997","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1816257748","https://openalex.org/W1985258161","https://openalex.org/W2079636926","https://openalex.org/W2084864929","https://openalex.org/W2109722166","https://openalex.org/W2131479089","https://openalex.org/W2140288353","https://openalex.org/W2140571618","https://openalex.org/W2153103889","https://openalex.org/W2397491337","https://openalex.org/W2506584103","https://openalex.org/W2599487769","https://openalex.org/W2804147849","https://openalex.org/W2903974159","https://openalex.org/W2965319931","https://openalex.org/W2969679630","https://openalex.org/W3010495784","https://openalex.org/W3080435457","https://openalex.org/W3096326726","https://openalex.org/W4238530616","https://openalex.org/W6676236601","https://openalex.org/W6712189754","https://openalex.org/W6782272042","https://openalex.org/W6785109420"],"related_works":["https://openalex.org/W2901118554","https://openalex.org/W3094392255","https://openalex.org/W3096242493","https://openalex.org/W3010475891","https://openalex.org/W2981790432","https://openalex.org/W2964965110","https://openalex.org/W2912518436","https://openalex.org/W2995667826","https://openalex.org/W3208131437","https://openalex.org/W3133644467","https://openalex.org/W1724932106","https://openalex.org/W3089777211","https://openalex.org/W2515263588","https://openalex.org/W3049616551","https://openalex.org/W2164119561","https://openalex.org/W2395570799","https://openalex.org/W2804407995","https://openalex.org/W2924701772","https://openalex.org/W2952332507","https://openalex.org/W2141884430"],"abstract_inverted_index":{"Alignments":[0],"provide":[1],"sophisticated":[2],"diagnostics":[3],"that":[4],"pinpoint":[5],"deviations":[6],"in":[7],"a":[8,13,29,46,51,64],"trace":[9,70,101],"with":[10,48,102],"respect":[11,49,103],"to":[12,50,78,104],"process":[14,26,53],"model.":[15],"Alignment-based":[16],"approaches":[17,35],"for":[18],"conformance":[19,33,40,65],"checking":[20,34,66],"have":[21],"so":[22],"far":[23],"used":[24],"crisp":[25],"models":[27],"as":[28,45],"reference.":[30],"Recent":[31],"probabilistic":[32],"check":[36],"the":[37,59,80,86,89,92,96,99,106,111],"degree":[38],"of":[39,41,85,88,98],"an":[42],"event":[43],"log":[44],"whole":[47],"stochastic":[52,73],"model,":[54],"without":[55],"providing":[56],"alignments.":[57],"For":[58],"first":[60],"time,":[61],"we":[62],"introduce":[63],"approach":[67],"based":[68],"on":[69,91,110],"alignments":[71],"using":[72],"Workflow":[74],"nets.":[75],"This":[76],"requires":[77],"handle":[79],"two":[81],"possibly":[82],"contrasting":[83],"forces":[84],"cost":[87],"alignment":[90,107],"one":[93],"hand":[94],"and":[95],"likelihood":[97],"model":[100],"which":[105],"is":[108],"computed":[109],"other.":[112]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
