{"id":"https://openalex.org/W4386552569","doi":"https://doi.org/10.48550/arxiv.2309.00900","title":"Large Process Models: A Vision for Business Process Management in the Age of Generative AI","display_name":"Large Process Models: A Vision for Business Process Management in the Age of Generative AI","publication_year":2023,"publication_date":"2023-09-02","ids":{"openalex":"https://openalex.org/W4386552569","doi":"https://doi.org/10.48550/arxiv.2309.00900"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2309.00900","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2309.00900","pdf_url":"https://arxiv.org/pdf/2309.00900","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":"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/2309.00900","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014935371","display_name":"Timotheus Kampik","orcid":"https://orcid.org/0000-0002-6458-2252"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kampik, Timotheus","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061592750","display_name":"Christian Warmuth","orcid":"https://orcid.org/0000-0003-0125-1824"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Warmuth, Christian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062642943","display_name":"Adrian Rebmann","orcid":"https://orcid.org/0000-0001-7009-4637"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rebmann, Adrian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Agam, Ron","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agam, Ron","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108960741","display_name":"L. Egger","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Egger, Lukas N. P.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036754544","display_name":"Andreas Gerber","orcid":"https://orcid.org/0000-0003-0315-5318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gerber, Andreas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023996418","display_name":"Johannes Hoffart","orcid":"https://orcid.org/0000-0001-5426-785X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoffart, Johannes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109121941","display_name":"Jonas Kolk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kolk, Jonas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110140278","display_name":"Philipp Herzig","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herzig, Philipp","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011035944","display_name":"Gero Decker","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Decker, Gero","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052246781","display_name":"Han van der Aa","orcid":"https://orcid.org/0000-0002-4200-4937"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van der Aa, Han","raw_affiliation_strings":[],"raw_orcid":null,"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":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071368904","display_name":"Stefanie Rinderle\u2010Ma","orcid":"https://orcid.org/0000-0001-5656-6108"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rinderle-Ma, Stefanie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071642549","display_name":"Ingo Weber","orcid":"https://orcid.org/0000-0002-4833-5921"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weber, Ingo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070529144","display_name":"Matthias Weidlich","orcid":"https://orcid.org/0000-0003-3325-7227"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weidlich, Matthias","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5014935371"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"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":0.9851999878883362,"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":0.9851999878883362,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9689000248908997,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.670242428779602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.635369598865509},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.610690176486969},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.605032205581665},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5577382445335388},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4888858199119568},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.41046154499053955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4061349332332611},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39666828513145447},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.38654226064682007},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.36554384231567383},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.34595349431037903},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.21408507227897644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19038289785385132},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.11693704128265381},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07910871505737305}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.670242428779602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.635369598865509},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.610690176486969},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.605032205581665},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5577382445335388},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4888858199119568},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.41046154499053955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4061349332332611},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39666828513145447},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.38654226064682007},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.36554384231567383},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34595349431037903},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.21408507227897644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19038289785385132},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.11693704128265381},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07910871505737305},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2309.00900","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2309.00900","pdf_url":"https://arxiv.org/pdf/2309.00900","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1723158","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1723158","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"other"},{"id":"doi:10.48550/arxiv.2309.00900","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2309.00900","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-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2309.00900","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2309.00900","pdf_url":"https://arxiv.org/pdf/2309.00900","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386552569.pdf","grobid_xml":"https://content.openalex.org/works/W4386552569.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W2005124518","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2488068909","https://openalex.org/W4238433571","https://openalex.org/W1500719467"],"abstract_inverted_index":{"The":[0],"continued":[1],"success":[2],"of":[3,34,44,60,71,82,90,105,119,207],"Large":[4,73],"Language":[5],"Models":[6],"(LLMs)":[7],"and":[8,46,62,88,93,144,150,163,176,195],"other":[9,63,145],"generative":[10],"artificial":[11],"intelligence":[12],"approaches":[13,40],"highlights":[14],"the":[15,35,53,58,69,79,85,103,133,161,208],"advantages":[16],"that":[17,37,77,109,185,198],"large":[18],"information":[19],"corpora":[20],"can":[21],"have":[22,41,111],"over":[23],"rigidly":[24],"defined":[25],"symbolic":[26],"models,":[27,147],"but":[28,191],"also":[29,170,192],"serves":[30],"as":[31,55,57,113,115],"a":[32,49,72],"proof-point":[33],"challenges":[36,197],"purely":[38],"statistics-based":[39],"in":[42],"terms":[43],"safety":[45],"trustworthiness.":[47],"As":[48,153],"framework":[50],"for":[51,166,172],"contextualizing":[52],"potential,":[54],"well":[56,114],"limitations":[59,194],"LLMs":[61,83],"foundation":[64],"model-based":[65],"technologies,":[66],"we":[67],"propose":[68],"concept":[70],"Process":[74],"Model":[75],"(LPM)":[76],"combines":[78],"correlation":[80],"power":[81],"with":[84,121],"analytical":[86,148],"precision":[87],"reliability":[89],"knowledge-based":[91],"systems":[92],"automated":[94],"reasoning":[95],"approaches.":[96],"LPMs":[97],"are":[98],"envisioned":[99],"to":[100,139,158,200,203],"directly":[101],"utilize":[102],"wealth":[104],"process":[106,116,143],"management":[107],"experience":[108],"experts":[110],"accumulated,":[112],"performance":[117],"data":[118],"organizations":[120,138],"diverse":[122],"characteristics,":[123],"e.g.,\\":[124],"regarding":[125],"size,":[126],"region,":[127],"or":[128],"industry.":[129],"In":[130],"this":[131],"vision,":[132],"proposed":[134],"LPM":[135,188,209],"would":[136,156],"allow":[137,157],"receive":[140],"context-specific":[141],"(tailored)":[142],"business":[146,167],"deep-dives,":[149],"improvement":[151],"recommendations.":[152],"such,":[154],"they":[155],"substantially":[159],"decrease":[160],"time":[162],"effort":[164],"required":[165],"transformation,":[168],"while":[169],"allowing":[171],"deeper,":[173],"more":[174,177],"impactful,":[175],"actionable":[178],"insights":[179],"than":[180],"previously":[181],"possible.":[182],"We":[183],"argue":[184],"implementing":[186],"an":[187],"is":[189],"feasible,":[190],"highlight":[193],"research":[196],"need":[199],"be":[201],"solved":[202],"implement":[204],"particular":[205],"aspects":[206],"vision.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2023-09-09T00:00:00"}