{"id":"https://openalex.org/W4410211577","doi":"https://doi.org/10.3390/info16050390","title":"A Process Tree-Based Incomplete Event Log Repair Approach","display_name":"A Process Tree-Based Incomplete Event Log Repair Approach","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410211577","doi":"https://doi.org/10.3390/info16050390"},"language":"en","primary_location":{"id":"doi:10.3390/info16050390","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16050390","pdf_url":"https://www.mdpi.com/2078-2489/16/5/390/pdf?version=1746754121","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/16/5/390/pdf?version=1746754121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100411687","display_name":"Qiushi Wang","orcid":"https://orcid.org/0000-0001-6828-8440"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiushi Wang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101768114","display_name":"Liye Zhang","orcid":"https://orcid.org/0000-0002-4300-1789"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liye Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China"],"raw_orcid":"https://orcid.org/0000-0002-4300-1789","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112905861","display_name":"Rui Cao","orcid":"https://orcid.org/0000-0003-1601-0206"},"institutions":[{"id":"https://openalex.org/I44468530","display_name":"Qingdao University of Technology","ror":"https://ror.org/01qzc0f54","country_code":"CN","type":"education","lineage":["https://openalex.org/I44468530"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Cao","raw_affiliation_strings":["School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China","institution_ids":["https://openalex.org/I44468530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101542717","display_name":"Na Guo","orcid":"https://orcid.org/0000-0001-9462-6589"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Guo","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458465","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-9546-8524"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":["Jinan Inspur Technology Co., Ltd., Jinan 250101, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan Inspur Technology Co., Ltd., Jinan 250101, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045365326","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-8664-6931"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["CN","PT"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["NOVA Information Management School, Nova University of Lisbon, 1099-085 Lisbon, Portugal","School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOVA Information Management School, Nova University of Lisbon, 1099-085 Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I83558840"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101768114"],"corresponding_institution_ids":["https://openalex.org/I119203015"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":2.6201,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90062901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"5","first_page":"390","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9958999752998352,"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":0.9889000058174133,"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":0.6127942204475403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.523857831954956},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5082940459251404},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5069818496704102},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28587692975997925},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.147661954164505},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11295342445373535},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06390580534934998}],"concepts":[{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6127942204475403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.523857831954956},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5082940459251404},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5069818496704102},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28587692975997925},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.147661954164505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11295342445373535},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06390580534934998},{"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:10.3390/info16050390","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16050390","pdf_url":"https://www.mdpi.com/2078-2489/16/5/390/pdf?version=1746754121","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},{"id":"pmh:oai:run.unl.pt:10362/189780","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/189780","pdf_url":null,"source":{"id":"https://openalex.org/S4306400678","display_name":"Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83558840","host_organization_name":"Universidade Nova de Lisboa","host_organization_lineage":["https://openalex.org/I83558840"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:b3ce541add8043e3b60722c595741e13","is_oa":true,"landing_page_url":"https://doaj.org/article/b3ce541add8043e3b60722c595741e13","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 16, Iss 5, p 390 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info16050390","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16050390","pdf_url":"https://www.mdpi.com/2078-2489/16/5/390/pdf?version=1746754121","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410211577.pdf","grobid_xml":"https://content.openalex.org/works/W4410211577.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1588641552","https://openalex.org/W1598385458","https://openalex.org/W1667596273","https://openalex.org/W1944112070","https://openalex.org/W2030474609","https://openalex.org/W2043390121","https://openalex.org/W2098250644","https://openalex.org/W2142541325","https://openalex.org/W2156267802","https://openalex.org/W2158891129","https://openalex.org/W2164097521","https://openalex.org/W2167333415","https://openalex.org/W2183774130","https://openalex.org/W2515263588","https://openalex.org/W2526226593","https://openalex.org/W2808376309","https://openalex.org/W2912697332","https://openalex.org/W2937479024","https://openalex.org/W2940451250","https://openalex.org/W2951326654","https://openalex.org/W2965450386","https://openalex.org/W2990448760","https://openalex.org/W3031031729","https://openalex.org/W3094404806","https://openalex.org/W3100812499","https://openalex.org/W3160246678","https://openalex.org/W3207602811","https://openalex.org/W4225421626","https://openalex.org/W4285131049","https://openalex.org/W4394897636","https://openalex.org/W4396888963","https://openalex.org/W4399260040","https://openalex.org/W6727654133","https://openalex.org/W6802298579","https://openalex.org/W6869097005"],"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":{"The":[0,41,199],"low":[1],"quality":[2],"of":[3,11,22,37,55,73,139,167,174,221,232],"business":[4,244],"process":[5,23,38,107,127,176,245],"event":[6,96,192],"logs\u2014particularly":[7],"the":[8,17,34,50,71,149,158,175,226,233],"widespread":[9],"occurrence":[10],"incomplete":[12,58,95],"traces\u2014poses":[13],"significant":[14,146],"challenges":[15],"to":[16,65,85,112,218],"reliability,":[18],"accuracy,":[19,228],"and":[20,52,75,89,131,144,164,189,230],"efficiency":[21,214],"mining":[24,39],"analysis.":[25],"In":[26],"real-world":[27],"scenarios,":[28],"these":[29,81],"data":[30],"imperfections":[31],"severely":[32],"undermine":[33],"practical":[35,241],"value":[36],"techniques.":[40,198],"primary":[42],"research":[43],"problem":[44],"addressed":[45],"in":[46,70,148,243],"this":[47],"study":[48],"is":[49],"inefficiency":[51],"limited":[53],"effectiveness":[54],"existing":[56],"Petri-net-based":[57],"trace":[59],"repair":[60,103,143,166,208],"approaches,":[61],"which":[62],"often":[63],"struggle":[64],"accurately":[66],"recover":[67],"missing":[68],"events":[69],"presence":[72],"complex":[74],"nested":[76],"loop":[77,168],"structures.":[78],"To":[79,178],"tackle":[80],"limitations,":[82],"we":[83,99,183],"aim":[84],"develop":[86],"a":[87,101,145,171],"faster":[88],"more":[90],"accurate":[91],"approach":[92,104,125,161,205],"for":[93,142,240],"repairing":[94],"logs.":[97],"Specifically,":[98],"propose":[100],"novel":[102],"based":[105],"on":[106,186],"trees":[108],"as":[109,120],"an":[110],"alternative":[111],"traditional":[113],"Petri":[114],"nets,":[115],"thus":[116],"alleviating":[117],"issues":[118],"such":[119],"state":[121],"space":[122],"explosion.":[123],"Our":[124],"incorporates":[126],"tree":[128],"model":[129],"decomposition":[130],"innovative":[132],"branch":[133],"indexing":[134],"techniques,":[135],"enabling":[136],"rapid":[137],"localization":[138],"candidate":[140],"branches":[141],"reduction":[147],"solution":[150],"space.":[151],"Furthermore,":[152],"by":[153,216],"leveraging":[154],"activity":[155],"information":[156],"within":[157],"traces,":[159],"our":[160,181,204],"achieves":[162],"efficient":[163],"precise":[165],"nodes":[169],"through":[170],"single":[172],"traversal":[173],"tree.":[177],"comprehensively":[179],"evaluate":[180],"approach,":[182,235],"conduct":[184],"experiments":[185],"four":[187],"real-life":[188],"five":[190],"synthetic":[191],"logs,":[193],"comparing":[194],"performance":[195],"against":[196],"state-of-the-art":[197],"experimental":[200],"results":[201],"demonstrate":[202],"that":[203],"consistently":[206],"delivers":[207],"accuracies":[209],"exceeding":[210],"70%,":[211],"with":[212],"time":[213],"improved":[215],"up":[217],"three":[219],"orders":[220],"magnitude.":[222],"These":[223],"findings":[224],"validate":[225],"superior":[227],"efficiency,":[229],"scalability":[231],"proposed":[234],"highlighting":[236],"its":[237],"strong":[238],"potential":[239],"applications":[242],"mining.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
