{"id":"https://openalex.org/W7165619874","doi":"https://doi.org/10.48550/arxiv.2606.20669","title":"Agent Behavior Mining: Generative AI Agent Governance in Business Processes","display_name":"Agent Behavior Mining: Generative AI Agent Governance in Business Processes","publication_year":2026,"publication_date":"2026-06-12","ids":{"openalex":"https://openalex.org/W7165619874","doi":"https://doi.org/10.48550/arxiv.2606.20669"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.20669","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20669","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":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.20669","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110790567","display_name":"Hoang Vu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vu, Hoang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139213647","display_name":"Maximilian K\u00f6rner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K\u00f6rner, Maximilian","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":"https://openalex.org/A5139155982","display_name":"Gabriel Kevorkian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kevorkian, Gabriel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009115293","display_name":"Michael Perscheid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Perscheid, Michael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087939091","display_name":"Gregor Berg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berg, Gregor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5014935371","display_name":"Timotheus Kampik","orcid":"https://orcid.org/0000-0002-6458-2252"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kampik, Timotheus","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":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":0.8640999794006348,"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":0.8640999794006348,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.0544000007212162,"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"}},{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5716999769210815},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5587999820709229},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5081999897956848},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4754999876022339},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.46560001373291016},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.43470001220703125},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.42910000681877136},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.42489999532699585}],"concepts":[{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.6215999722480774},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5716999769210815},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5587999820709229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.557200014591217},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5081999897956848},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.46560001373291016},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4650000035762787},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.43470001220703125},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.42910000681877136},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.42489999532699585},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.39649999141693115},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.3691999912261963},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.34769999980926514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3343999981880188},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32100000977516174},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.3206999897956848},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.30959999561309814},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.2818000018596649},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26440000534057617},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.2605000138282776}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.20669","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20669","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":"doi:10.48550/arxiv.2606.20669","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20669","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":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6825335621833801}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"As":[0],"organizations":[1],"increasingly":[2],"deploy":[3],"generative":[4,63,76],"AI":[5,64,77],"agents":[6,18],"to":[7,36,61,122,165],"automate":[8],"business":[9,180],"processes,":[10],"they":[11],"face":[12],"a":[13,50,110,157],"governance":[14,51,172],"dilemma:":[15],"although":[16],"these":[17],"can":[19,118],"increase":[20],"operational":[21,128],"flexibility,":[22],"their":[23],"non-deterministic":[24],"nature":[25],"challenges":[26],"the":[27,55,73,106,133,138,163,175],"control":[28],"and":[29,68,96,126,130,161],"standardization":[30],"that":[31,53,85,151],"Business":[32],"Process":[33],"Management":[34],"seeks":[35],"enforce.":[37],"This":[38],"paper":[39],"addresses":[40],"this":[41],"\\emph{invisible":[42],"autonomy":[43],"risk}":[44],"by":[45],"introducing":[46],"\\emph{Agent":[47],"Behavior":[48],"Mining},":[49],"capability":[52],"enables":[54],"application":[56],"of":[57,75,137,178],"process":[58,102,116],"mining":[59],"techniques":[60],"render":[62],"agent":[65,78,88,120,167],"decision-making":[66],"observable":[67],"traceable.":[69],"We":[70],"(1)":[71],"improve":[72],"understanding":[74],"behavior":[79],"through":[80],"an":[81,141,170],"event":[82],"data":[83,107],"model":[84,108],"translates":[86],"granular":[87],"activities":[89],"--":[90,99],"including":[91],"reasoning":[92,168],"traces,":[93],"tool":[94],"usage,":[95],"token":[97],"costs":[98],"into":[100],"standardized":[101],"logs;":[103],"(2)":[104],"instantiate":[105],"in":[109,140],"multi-agent":[111],"order-to-cash":[112],"implementation,":[113],"demonstrating":[114],"how":[115],"managers":[117],"leverage":[119],"logs":[121],"detect":[123],"policy":[124],"deviations":[125],"quantify":[127],"variability;":[129],"(3)":[131],"evaluate":[132],"perceived":[134],"practical":[135],"utility":[136],"approach":[139],"exploratory":[142],"study":[143],"with":[144],"18":[145],"industry":[146],"practitioners.":[147],"The":[148],"results":[149],"indicate":[150],"practitioners":[152],"view":[153],"behavioral":[154],"transparency":[155],"as":[156,169],"prerequisite":[158],"for":[159,174],"trust":[160],"consider":[162],"ability":[164],"examine":[166],"important":[171],"requirement":[173],"next":[176],"generation":[177],"AI-driven":[179],"processes.":[181]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-24T00:00:00"}