{"id":"https://openalex.org/W4416102160","doi":"https://doi.org/10.48550/arxiv.2507.06472","title":"Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models","display_name":"Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models","publication_year":2025,"publication_date":"2025-07-09","ids":{"openalex":"https://openalex.org/W4416102160","doi":"https://doi.org/10.48550/arxiv.2507.06472"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2507.06472","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.06472","pdf_url":"https://arxiv.org/pdf/2507.06472","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2507.06472","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109350458","display_name":"Tian Li","orcid":"https://orcid.org/0000-0003-1288-3149"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Li, Tian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024929895","display_name":"Artem Polyvyanyy","orcid":"https://orcid.org/0000-0002-7672-1643"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polyvyanyy, Artem","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5088302185","display_name":"Sander J. J. Leemans","orcid":"https://orcid.org/0000-0002-5201-7125"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leemans, Sander J. J.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109350458"],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9943000078201294,"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":0.9943000078201294,"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/T12127","display_name":"Software System Performance and Reliability","score":0.0017000000225380063,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.00039999998989515007,"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"}}],"keywords":[],"concepts":[],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2507.06472","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.06472","pdf_url":"https://arxiv.org/pdf/2507.06472","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"},{"id":"doi:10.48550/arxiv.2507.06472","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2507.06472","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2507.06472","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.06472","pdf_url":"https://arxiv.org/pdf/2507.06472","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Process":[0],"mining":[1],"leverages":[2],"event":[3],"data":[4],"extracted":[5],"from":[6,21],"IT":[7],"systems":[8],"to":[9,61,72,89,105,121],"generate":[10],"insights":[11,19,142],"into":[12],"the":[13,24,59,82,106,128,131],"business":[14,29],"processes":[15],"of":[16,26,84,130],"organizations.":[17],"Such":[18],"benefit":[20],"explicitly":[22],"considering":[23],"frequency":[25],"behavior":[27],"in":[28],"processes,":[30],"which":[31,68],"is":[32],"captured":[33],"by":[34,94],"stochastic":[35,44,91],"process":[36,45,92],"models.":[37],"Given":[38],"an":[39,74,86,112],"observed":[40,87],"trace":[41,60,88],"and":[42,115,133],"a":[43,53,62,90,96,101,117],"model,":[46],"conventional":[47],"alignment-based":[48],"conformance":[49],"checking":[50],"techniques":[51],"face":[52],"fundamental":[54],"limitation:":[55],"They":[56],"prioritize":[57],"matching":[58,85],"model":[63,93,98],"path":[64,99],"with":[65,100],"minimal":[66],"deviations,":[67],"may,":[69],"however,":[70],"lead":[71],"selecting":[73],"unlikely":[75],"path.":[76],"In":[77],"this":[78,110],"paper,":[79],"we":[80],"study":[81],"problem":[83,114],"identifying":[95],"likely":[97],"low":[102],"edit":[103],"distance":[104],"trace.":[107],"We":[108],"phrase":[109],"as":[111],"optimization":[113],"develop":[116],"heuristic-guided":[118],"path-finding":[119],"algorithm":[120],"solve":[122],"it.":[123],"Our":[124],"open-source":[125],"implementation":[126],"demonstrates":[127],"feasibility":[129],"approach":[132],"shows":[134],"that":[135],"it":[136],"can":[137],"provide":[138],"new,":[139],"useful":[140],"diagnostic":[141],"for":[143],"analysts.":[144]},"counts_by_year":[],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
