{"id":"https://openalex.org/W4394772955","doi":"https://doi.org/10.1007/978-3-031-56107-8_29","title":"LLMs and\u00a0Process Mining: Challenges in\u00a0RPA","display_name":"LLMs and\u00a0Process Mining: Challenges in\u00a0RPA","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394772955","doi":"https://doi.org/10.1007/978-3-031-56107-8_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-56107-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56107-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","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/A5049464492","display_name":"Mohammadreza Fani Sani","orcid":"https://orcid.org/0000-0003-3152-2103"},"institutions":[{"id":"https://openalex.org/I4210099966","display_name":"Microsoft (Denmark)","ror":"https://ror.org/015drfm81","country_code":"DK","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210099966"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Mohammadreza Fani Sani","raw_affiliation_strings":["Microsoft Development Center Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Microsoft Development Center Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210099966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058807273","display_name":"Michal Sroka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099966","display_name":"Microsoft (Denmark)","ror":"https://ror.org/015drfm81","country_code":"DK","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210099966"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Michal Sroka","raw_affiliation_strings":["Microsoft Development Center Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Microsoft Development Center Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210099966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077864256","display_name":"Andrea Burattin","orcid":"https://orcid.org/0000-0002-0837-0183"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Andrea Burattin","raw_affiliation_strings":["Technical University of Denmark, Kgs. Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049464492"],"corresponding_institution_ids":["https://openalex.org/I4210099966"],"apc_list":null,"apc_paid":null,"fwci":14.2179,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9899635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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/T13287","display_name":"Robotic Process Automation Applications","score":0.9901000261306763,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.7215207815170288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6863182783126831},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6064833998680115},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5992895364761353},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5307564735412598},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.47255656123161316},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46351444721221924},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.45711469650268555},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.4262276291847229},{"id":"https://openalex.org/keywords/process-automation-system","display_name":"Process automation system","score":0.41708874702453613},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.37160617113113403},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.36872509121894836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2067745327949524},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.0794113278388977},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07319781184196472}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7215207815170288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863182783126831},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6064833998680115},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5992895364761353},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5307564735412598},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.47255656123161316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46351444721221924},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.45711469650268555},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.4262276291847229},{"id":"https://openalex.org/C21457203","wikidata":"https://www.wikidata.org/wiki/Q4056293","display_name":"Process automation system","level":3,"score":0.41708874702453613},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.37160617113113403},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36872509121894836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2067745327949524},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0794113278388977},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07319781184196472},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-56107-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56107-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/53d05b92-6c1a-4958-898d-9327c82efb8d","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/53d05b92-6c1a-4958-898d-9327c82efb8d","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sani , M F , Sroka , M & Burattin , A 2024 , LLMs and Process Mining: Challenges in RPA . in Proceedings of the 5th International Conference on Process Mining (ICPM 2023) . vol. 503 , Springer , pp. 79\u2013391 , 5th International Conference on Process Mining , Rome , Italy , 23/10/2023 . https://doi.org/10.1007/978-3-031-56107-8_29","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2156279557","https://openalex.org/W2478708596","https://openalex.org/W4225989329","https://openalex.org/W4226047899","https://openalex.org/W4243932450","https://openalex.org/W4323655724","https://openalex.org/W4379659825","https://openalex.org/W4384135046","https://openalex.org/W4386321380","https://openalex.org/W4390704391"],"related_works":["https://openalex.org/W2093416473","https://openalex.org/W4238519267","https://openalex.org/W2381742191","https://openalex.org/W2390581407","https://openalex.org/W2384002254","https://openalex.org/W2167610914","https://openalex.org/W2204392445","https://openalex.org/W2365103596","https://openalex.org/W4387011833","https://openalex.org/W4248723619"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}