{"id":"https://openalex.org/W4391272021","doi":"https://doi.org/10.18420/modellierung2024_012","title":"Process Mining for Unstructured Data: Challenges and Research Directions","display_name":"Process Mining for Unstructured Data: Challenges and Research Directions","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4391272021","doi":"https://doi.org/10.18420/modellierung2024_012"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2401.13677","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.13677","pdf_url":"https://arxiv.org/pdf/2401.13677","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","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/2401.13677","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038945365","display_name":"Agnes Koschmider","orcid":"https://orcid.org/0000-0001-8206-7636"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Agnes, Koschmider","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069533779","display_name":"Milda Aleknonyt\u0117\u2010Resch","orcid":"https://orcid.org/0000-0003-0472-1262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milda, Aleknonyt\u0117-Resch","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092146675","display_name":"Frederik Fonger","orcid":"https://orcid.org/0009-0000-8445-8104"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frederik, Fonger","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093799987","display_name":"Christian Imenkamp","orcid":"https://orcid.org/0009-0007-4295-1268"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian, Imenkamp","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092668687","display_name":"Arvid Lepsien","orcid":"https://orcid.org/0000-0002-8105-382X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arvid, Lepsien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093799988","display_name":"Kaan Apaydin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaan, Apaydin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Dominik, Janssen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominik, Janssen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Dominic, Langhammer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominic, Langhammer","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Tobias, Ziolkowski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tobias, Ziolkowski","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Yorck, Zisgen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yorck, Zisgen","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5038945365"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2048,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89531374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"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":0.9984999895095825,"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":0.9984999895095825,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9320999979972839,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9136999845504761,"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/unstructured-data","display_name":"Unstructured data","score":0.8486145734786987},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6905260682106018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6871834397315979},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6807215213775635},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6671639680862427},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.41943687200546265},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35659170150756836},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.29947322607040405},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.1959245502948761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14302107691764832},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.11234161257743835},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.0837550163269043}],"concepts":[{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.8486145734786987},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6905260682106018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6871834397315979},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6807215213775635},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6671639680862427},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.41943687200546265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35659170150756836},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.29947322607040405},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.1959245502948761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14302107691764832},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.11234161257743835},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0837550163269043},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2401.13677","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.13677","pdf_url":"https://arxiv.org/pdf/2401.13677","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2401.13677","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2401.13677","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"},{"id":"doi:10.18420/modellierung2024_012","is_oa":true,"landing_page_url":"https://doi.org/10.18420/modellierung2024_012","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2401.13677","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.13677","pdf_url":"https://arxiv.org/pdf/2401.13677","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3076004668","display_name":null,"funder_award_id":"16DHBKI003","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3366316746","display_name":null,"funder_award_id":"SPP 2422","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6248508111","display_name":null,"funder_award_id":"16DHBKI002","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391272021.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2218797720","https://openalex.org/W4295797343","https://openalex.org/W4386091406","https://openalex.org/W2413102523","https://openalex.org/W2981089724","https://openalex.org/W4312286652","https://openalex.org/W2261525379","https://openalex.org/W2805468299","https://openalex.org/W2889935511","https://openalex.org/W3143721902"],"abstract_inverted_index":{"The":[0,43],"application":[1],"of":[2,45],"process":[3,29],"mining":[4,30],"for":[5,69],"unstructured":[6,16,26],"data":[7,17,21,27],"might":[8],"significantly":[9],"elevate":[10],"novel":[11],"insights":[12],"into":[13,35],"disciplines":[14],"where":[15],"is":[18,48],"a":[19],"common":[20],"format.":[22],"To":[23],"efficiently":[24],"analyze":[25],"by":[28],"and":[31,56],"to":[32,49],"convey":[33],"confidence":[34],"the":[36,67],"analysis":[37],"result,":[38],"requires":[39],"bridging":[40],"multiple":[41],"challenges.":[42],"purpose":[44],"this":[46,64,73],"paper":[47],"discuss":[50],"these":[51],"challenges,":[52],"present":[53],"initial":[54],"solutions":[55],"describe":[57],"future":[58,70],"research":[59],"directions.":[60],"We":[61],"hope":[62],"that":[63],"article":[65],"lays":[66],"foundations":[68],"collaboration":[71],"on":[72],"topic.":[74]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2024-01-27T00:00:00"}