{"id":"https://openalex.org/W4281791062","doi":"https://doi.org/10.3390/fi14060181","title":"A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining","display_name":"A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining","publication_year":2022,"publication_date":"2022-06-09","ids":{"openalex":"https://openalex.org/W4281791062","doi":"https://doi.org/10.3390/fi14060181"},"language":"en","primary_location":{"id":"doi:10.3390/fi14060181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14060181","pdf_url":"https://www.mdpi.com/1999-5903/14/6/181/pdf?version=1654833466","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/14/6/181/pdf?version=1654833466","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090905495","display_name":"Qifan Chen","orcid":"https://orcid.org/0000-0003-1068-6408"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Qifan Chen","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1068-6408","affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044521860","display_name":"Yang Lu","orcid":"https://orcid.org/0000-0002-9002-8650"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Lu","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9002-8650","affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086228954","display_name":"Charmaine S. Tam","orcid":"https://orcid.org/0000-0002-4034-9923"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I4210119033","display_name":"Northern Sydney Local Health District","ror":"https://ror.org/02hmf0879","country_code":"AU","type":"government","lineage":["https://openalex.org/I1311436738","https://openalex.org/I2801351115","https://openalex.org/I4210119033"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Charmaine S. Tam","raw_affiliation_strings":["Centre for Translational Data Science and Northern Clinical School, The University of Sydney, Sydney, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Translational Data Science and Northern Clinical School, The University of Sydney, Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I4210119033","https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003933623","display_name":"Simon Poon","orcid":"https://orcid.org/0000-0003-2726-9109"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon K. Poon","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2726-9109","affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090905495"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.4451,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84106111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"6","first_page":"181","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":1.0,"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":1.0,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9904999732971191,"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/computer-science","display_name":"Computer science","score":0.8838738799095154},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.7292888164520264},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6441468000411987},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6252537369728088},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5969843864440918},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5879285335540771},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.550487220287323},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5159714818000793},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.44425418972969055},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4385090470314026},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4336221218109131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3885124623775482},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.33828502893447876},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.23466038703918457},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.2078264057636261},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.1871400773525238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8838738799095154},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7292888164520264},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6441468000411987},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6252537369728088},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5969843864440918},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5879285335540771},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.550487220287323},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5159714818000793},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.44425418972969055},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4385090470314026},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4336221218109131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3885124623775482},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.33828502893447876},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.23466038703918457},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.2078264057636261},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.1871400773525238},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/fi14060181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14060181","pdf_url":"https://www.mdpi.com/1999-5903/14/6/181/pdf?version=1654833466","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2103.16061","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.16061","pdf_url":"https://arxiv.org/pdf/2103.16061","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:RePEc:gam:jftint:v:14:y:2022:i:6:p:181-:d:835459","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/14/6/181/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:c023f377e5564b72aa9daaea6f23e2d8","is_oa":false,"landing_page_url":"https://doaj.org/article/c023f377e5564b72aa9daaea6f23e2d8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 14, Iss 6, p 181 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/14/6/181/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/fi14060181","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Future Internet; Volume 14; Issue 6; Pages: 181","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi14060181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14060181","pdf_url":"https://www.mdpi.com/1999-5903/14/6/181/pdf?version=1654833466","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320966","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12"},{"id":"https://openalex.org/F4320325396","display_name":"NSW Ministry of Health","ror":null},{"id":"https://openalex.org/F4320331873","display_name":"NSW Agency for Clinical Innovation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281791062.pdf","grobid_xml":"https://content.openalex.org/works/W4281791062.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W35873499","https://openalex.org/W1043824350","https://openalex.org/W1495107092","https://openalex.org/W1565011018","https://openalex.org/W1576354363","https://openalex.org/W1598385458","https://openalex.org/W1647671624","https://openalex.org/W1943545449","https://openalex.org/W1965481657","https://openalex.org/W1994830145","https://openalex.org/W1998871699","https://openalex.org/W2042759024","https://openalex.org/W2092898466","https://openalex.org/W2098250644","https://openalex.org/W2101319014","https://openalex.org/W2102863299","https://openalex.org/W2113071192","https://openalex.org/W2133777675","https://openalex.org/W2143668817","https://openalex.org/W2159904898","https://openalex.org/W2160967540","https://openalex.org/W2396881363","https://openalex.org/W2404054407","https://openalex.org/W2482743789","https://openalex.org/W2526226593","https://openalex.org/W2559515863","https://openalex.org/W2611480624","https://openalex.org/W2617759834","https://openalex.org/W2740933162","https://openalex.org/W2804147849","https://openalex.org/W2884507774","https://openalex.org/W2965450386","https://openalex.org/W2979918170","https://openalex.org/W2998446033","https://openalex.org/W3036397984","https://openalex.org/W3094293898","https://openalex.org/W3094402232","https://openalex.org/W3135189245","https://openalex.org/W3147178137","https://openalex.org/W3213679486","https://openalex.org/W4205097880","https://openalex.org/W4225421626","https://openalex.org/W4243932450","https://openalex.org/W4250137339","https://openalex.org/W6636915900","https://openalex.org/W6640819594","https://openalex.org/W6736931437","https://openalex.org/W7061422034"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2050159024","https://openalex.org/W2345053703","https://openalex.org/W4389937450","https://openalex.org/W2973144148","https://openalex.org/W2142618121","https://openalex.org/W3184122949","https://openalex.org/W3087909741"],"abstract_inverted_index":{"Process":[0],"mining":[1,27],"aims":[2],"to":[3,53,61,68,86,130,189,193],"gain":[4],"knowledge":[5],"of":[6,12,33,92,159],"business":[7],"processes":[8],"via":[9],"the":[10,31,34,44,48,76,87,154,190],"discovery":[11,98,110],"process":[13,26,97,109],"models":[14],"from":[15,25,39,95,153],"event":[16,35,88,113,155,197],"logs":[17],"generated":[18],"by":[19,136],"information":[20],"systems.":[21],"The":[22,90,183],"insights":[23],"revealed":[24],"heavily":[28,103],"rely":[29,102],"on":[30,104],"quality":[32],"logs.":[36,89,156,198],"Activities":[37],"extracted":[38],"different":[40,72],"data":[41,114],"sources":[42],"or":[43],"free-text":[45],"nature":[46],"within":[47],"same":[49,77],"system":[50],"may":[51],"lead":[52,60],"inconsistent":[54],"labels.":[55],"Such":[56],"inconsistency":[57],"would":[58],"then":[59],"redundancy":[62,120],"in":[63],"activity":[64,80,134,177],"labels,":[65],"which":[66],"refer":[67],"labels":[69,81,94,135,178],"that":[70,170],"have":[71],"syntax":[73],"but":[74,149],"share":[75],"behaviours.":[78],"Redundant":[79],"can":[82,117,173,186],"introduce":[83],"unnecessary":[84],"complexities":[85],"identification":[91],"these":[93],"data-driven":[96],"are":[99],"difficult":[100],"and":[101,146,164],"human":[105],"intervention.":[106],"Neither":[107],"existing":[108],"algorithms":[111],"nor":[112],"preprocessing":[115,191],"techniques":[116],"solve":[118],"such":[119,142],"efficiently.":[121],"In":[122],"this":[123],"paper,":[124],"we":[125],"propose":[126],"a":[127,165],"multi-view":[128],"approach":[129,172,185],"automatically":[131],"detect":[132,175],"redundant":[133,176],"using":[137],"not":[138],"only":[139],"context-aware":[140],"features":[141,152],"as":[143],"control\u2013flow":[144],"relations":[145],"attribute":[147],"values":[148],"also":[150],"semantic":[151],"Our":[157],"evaluation":[158],"several":[160],"publicly":[161],"available":[162],"datasets":[163],"real-life":[166],"case":[167],"study":[168],"demonstrate":[169],"our":[171],"efficiently":[174],"even":[179],"with":[180],"low-occurrence":[181],"frequencies.":[182],"proposed":[184],"add":[187],"value":[188],"step":[192],"generate":[194],"more":[195],"representative":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-06-13T00:00:00"}
