{"id":"https://openalex.org/W4408985743","doi":"https://doi.org/10.1007/978-3-031-82225-4_18","title":"Differentially Private Event Logs with\u00a0Case Attributes","display_name":"Differentially Private Event Logs with\u00a0Case Attributes","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408985743","doi":"https://doi.org/10.1007/978-3-031-82225-4_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82225-4_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-82225-4_18","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-82225-4_18.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-82225-4_18.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116850877","display_name":"Hannes Ueck","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hannes Ueck","raw_affiliation_strings":["RWTH Aachen, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083449997","display_name":"Robert Andrews","orcid":"https://orcid.org/0000-0001-7743-5772"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Robert Andrews","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022719907","display_name":"Moe Thandar Wynn","orcid":"https://orcid.org/0000-0002-7205-8821"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Moe T. Wynn","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088302185","display_name":"Sander J. J. Leemans","orcid":"https://orcid.org/0000-0002-5201-7125"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sander J. J. Leemans","raw_affiliation_strings":["Fraunhofer FIT, Sankt Augustin, Germany","RWTH Aachen, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]},{"raw_affiliation_string":"RWTH Aachen, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116850877"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":9.2924,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96928977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10237","display_name":"Cryptography and Data Security","score":0.9975000023841858,"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/T11719","display_name":"Data Quality and Management","score":0.9749000072479248,"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/event","display_name":"Event (particle physics)","score":0.6427735090255737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42707350850105286},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05203664302825928}],"concepts":[{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6427735090255737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42707350850105286},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05203664302825928},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-82225-4_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-82225-4_18","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-82225-4_18.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:publica.fraunhofer.de:publica/512853","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/512853","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"pmh:oai:publications.rwth-aachen.de:1032039","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/1032039","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Process Mining Workshops : ICPM 2024 International Workshops, Lyngby, Denmark, October 14\u201318, 2024, Revised Selected Papers / edited by Andrea Delgado, Tijs Slaats<br/>6. International Conference on Process Mining, ICPM 2024, Lyngby, Denmark, 2024-10-14 -2024-10-18","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-82225-4_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-82225-4_18","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-82225-4_18.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408985743.pdf","grobid_xml":"https://content.openalex.org/works/W4408985743.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2142406320","https://openalex.org/W2159024459","https://openalex.org/W2767387808","https://openalex.org/W2911978475","https://openalex.org/W2967547316","https://openalex.org/W3009388162","https://openalex.org/W3014648098","https://openalex.org/W3015471667","https://openalex.org/W3037497480","https://openalex.org/W3088250667","https://openalex.org/W3089859011","https://openalex.org/W3128849215","https://openalex.org/W3171984595","https://openalex.org/W3209732324","https://openalex.org/W3209796148","https://openalex.org/W4234726042","https://openalex.org/W4311471968","https://openalex.org/W4313305267","https://openalex.org/W4323657720","https://openalex.org/W4360971571","https://openalex.org/W4377249521","https://openalex.org/W6657138077"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"Event":[1,35],"logs":[2,36],"capture":[3],"the":[4,58,72,91,125,148,163,168,174],"execution":[5],"of":[6,19,26,60,150,177],"processes,":[7],"record":[8],"activities":[9],"and":[10,22,29,128,166,173],"additional":[11,33],"information.":[12,34],"A":[13],"trace":[14],"represents":[15],"a":[16,20,24,113],"single":[17],"instance":[18],"process":[21,100],"includes":[23],"sequence":[25],"activity":[27],"records":[28],"case":[30,96,129],"attributes":[31],"with":[32,158],"may":[37],"contain":[38],"sensitive":[39],"personal":[40],"information":[41,62],"that":[42,141],"could":[43],"harm":[44],"an":[45,68],"individual\u2019s":[46],"privacy":[47,55,123],"if":[48],"it":[49],"is":[50],"published":[51],"without":[52],"pre-processing.":[53],"Differential":[54],"(DP)":[56],"limits":[57],"disclosure":[59],"new":[61],"about":[63],"any":[64],"individual":[65],"when":[66],"publishing":[67,83,118],"event":[69,81,116,160],"log":[70,82,117],"beyond":[71],"publicly":[73],"available":[74],"background":[75],"knowledge.":[76],"Many":[77],"privacy-preserving":[78,115],"approaches":[79,136],"to":[80],"ensure":[84],"DP.":[85,143],"Traditional":[86],"methods":[87],"focus":[88],"on":[89,103,138],"preserving":[90],"control":[92,126],"flow":[93,127],"but":[94],"omit":[95],"attributes,":[97,130],"limiting":[98],"comprehensive":[99],"analysis":[101],"based":[102,137],"these":[104],"attributes.":[105],"This":[106],"work":[107],"addresses":[108],"this":[109],"limitation":[110],"by":[111],"proposing":[112],"novel":[114],"framework.":[119],"Our":[120],"approach":[121],"ensures":[122],"for":[124,147],"utilising":[131],"synthetic":[132],"tabular":[133,152],"data":[134,153,161,171],"generation":[135,154],"machine":[139],"learning":[140],"guarantee":[142],"The":[144],"framework":[145],"allows":[146],"use":[149],"various":[151],"approaches.":[155],"Experimental":[156],"results":[157],"real-world":[159],"demonstrate":[162],"framework\u2019s":[164],"feasibility":[165],"highlight":[167],"trade-off":[169],"between":[170],"utility":[172],"guaranteed":[175],"levels":[176],"privacy.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}