{"id":"https://openalex.org/W4416250587","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228218","title":"A Multi-Task Learning Framework for Multi-View Predictive Business Process Monitoring","display_name":"A Multi-Task Learning Framework for Multi-View Predictive Business Process Monitoring","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250587","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228218"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000517515","display_name":"Chenying Zhao","orcid":"https://orcid.org/0000-0001-7878-6259"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenying Zhao","raw_affiliation_strings":["Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087613431","display_name":"Xiaoxiao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Sun","raw_affiliation_strings":["Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042936370","display_name":"Dongjin Yu","orcid":"https://orcid.org/0000-0001-8919-1613"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjin Yu","raw_affiliation_strings":["Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004400207","display_name":"Shicong Han","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shicong Han","raw_affiliation_strings":["Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065609665","display_name":"Yiyi Xu","orcid":"https://orcid.org/0000-0001-7688-332X"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Xu","raw_affiliation_strings":["Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Binjiang Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50760025"],"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9740999937057495,"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":0.9740999937057495,"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/T12127","display_name":"Software System Performance and Reliability","score":0.006899999920278788,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/business-process","display_name":"Business process","score":0.5824999809265137},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5799999833106995},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.567799985408783},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5109999775886536},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.48649999499320984},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.4666000008583069},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.39730000495910645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.762499988079071},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5986999869346619},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5824999809265137},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5799999833106995},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.567799985408783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5199999809265137},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5109999775886536},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.48649999499320984},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.4666000008583069},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45739999413490295},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.39730000495910645},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.3946000039577484},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.37119999527931213},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.2903999984264374},{"id":"https://openalex.org/C162754035","wikidata":"https://www.wikidata.org/wiki/Q17006331","display_name":"Artifact-centric business process model","level":5,"score":0.28999999165534973},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27320000529289246},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.2606000006198883}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W648994142","https://openalex.org/W1998640084","https://openalex.org/W2087525990","https://openalex.org/W2147694185","https://openalex.org/W2167985173","https://openalex.org/W2186592864","https://openalex.org/W2581522324","https://openalex.org/W2584722588","https://openalex.org/W2744700103","https://openalex.org/W2943854869","https://openalex.org/W2963674330","https://openalex.org/W2963677766","https://openalex.org/W2966756122","https://openalex.org/W2969940319","https://openalex.org/W2987728367","https://openalex.org/W2997546679","https://openalex.org/W3008225579","https://openalex.org/W3020589325","https://openalex.org/W3118496513","https://openalex.org/W3120405191","https://openalex.org/W3141797743","https://openalex.org/W3158460534","https://openalex.org/W4207030261","https://openalex.org/W4293083618"],"related_works":[],"abstract_inverted_index":{"Predictive":[0],"business":[1,84],"process":[2,12],"monitoring":[3],"aims":[4],"to":[5,33,82,96,119],"forecast":[6],"the":[7,35,38,43,46,53,110,121,144],"future":[8],"behaviors":[9],"of":[10,100],"ongoing":[11],"instances":[13],"by":[14],"analyzing":[15],"historical":[16],"event":[17],"logs.":[18],"Previous":[19],"studies":[20],"in":[21,154],"this":[22,60],"field":[23],"have":[24],"predominantly":[25],"focused":[26],"on":[27,138],"one":[28],"specific":[29],"task,":[30],"that":[31,41,64,143],"is,":[32],"predict":[34],"next":[36,39,44],"activity,":[37,45],"resource":[40],"executes":[42],"remaining":[47],"execution":[48],"time,":[49],"etc.,":[50],"which":[51,72,104],"ignore":[52],"mutual":[54],"effects":[55],"among":[56,126],"various":[57,94],"tasks.":[58,166],"In":[59],"article,":[61],"a":[62,113],"framework":[63],"simultaneously":[65],"performs":[66],"multiple":[67],"prediction":[68,102,128,135],"tasks":[69,129],"is":[70,117,157],"proposed,":[71],"provides":[73],"decision-makers":[74],"with":[75],"more":[76,158],"comprehensive":[77],"information":[78],"and":[79,124,150],"better":[80],"adapts":[81],"complex":[83],"scenarios.":[85],"Specifically,":[86],"multi-view":[87],"frequent":[88],"patterns":[89],"are":[90],"firstly":[91],"conducted":[92],"from":[93],"perspectives":[95],"uncover":[97],"explicit":[98],"features":[99],"different":[101,127],"tasks,":[103],"serve":[105],"as":[106,130,132],"additional":[107],"input":[108],"for":[109,164],"prediction.":[111],"Then,":[112],"multi-task":[114,155],"learning":[115,156],"model":[116],"designed":[118],"learn":[120],"implicit":[122],"characteristics":[123],"relations":[125],"well":[131],"obtain":[133],"accurate":[134],"results.":[136],"Experiments":[137],"five":[139],"real-life":[140],"datasets":[141],"prove":[142],"proposed":[145],"method":[146],"outperforms":[147],"state-of-the-art":[148],"methods,":[149],"soft":[151],"parameter":[152,162],"sharing":[153,163],"effective":[159],"than":[160],"hard":[161],"PBPM":[165]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-14T00:00:00"}