{"id":"https://openalex.org/W4388859198","doi":"https://doi.org/10.1145/3625469.3625507","title":"Process Predictive Monitoring Based on Federated Learning: Challenges and Architecture Proposal","display_name":"Process Predictive Monitoring Based on Federated Learning: Challenges and Architecture Proposal","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4388859198","doi":"https://doi.org/10.1145/3625469.3625507"},"language":"en","primary_location":{"id":"doi:10.1145/3625469.3625507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3625469.3625507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 6th International Conference on Information Management and Management Science","raw_type":"proceedings-article"},"type":"article","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/A5009425410","display_name":"Wanting Yin","orcid":"https://orcid.org/0009-0000-4567-228X"},"institutions":[{"id":"https://openalex.org/I4210094970","display_name":"Energy Research Institute","ror":"https://ror.org/00ndnb620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094970","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wanting Yin","raw_affiliation_strings":["State Grid Energy Research Institute Co. Ltd., China"],"raw_orcid":"https://orcid.org/0009-0000-4567-228X","affiliations":[{"raw_affiliation_string":"State Grid Energy Research Institute Co. Ltd., China","institution_ids":["https://openalex.org/I4210094970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059095000","display_name":"Yixin Sun","orcid":"https://orcid.org/0009-0004-8991-813X"},"institutions":[{"id":"https://openalex.org/I4210094970","display_name":"Energy Research Institute","ror":"https://ror.org/00ndnb620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094970","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Sun","raw_affiliation_strings":["State Grid Energy Research Institute Co. Ltd., China"],"raw_orcid":"https://orcid.org/0009-0004-8991-813X","affiliations":[{"raw_affiliation_string":"State Grid Energy Research Institute Co. Ltd., China","institution_ids":["https://openalex.org/I4210094970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101905225","display_name":"Xinda Li","orcid":"https://orcid.org/0009-0009-4583-8388"},"institutions":[{"id":"https://openalex.org/I4210094970","display_name":"Energy Research Institute","ror":"https://ror.org/00ndnb620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094970","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinda Li","raw_affiliation_strings":["State Grid Energy Research Institute Co. Ltd., China"],"raw_orcid":"https://orcid.org/0009-0009-4583-8388","affiliations":[{"raw_affiliation_string":"State Grid Energy Research Institute Co. Ltd., China","institution_ids":["https://openalex.org/I4210094970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060030562","display_name":"Rongjia Song","orcid":"https://orcid.org/0000-0001-8594-5641"},"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":"Rongjia Song","raw_affiliation_strings":["Experimental Center of Data Science and Intelligent Decision Making, Hangzhou Dianzi University, China"],"raw_orcid":"https://orcid.org/0000-0001-8594-5641","affiliations":[{"raw_affiliation_string":"Experimental Center of Data Science and Intelligent Decision Making, Hangzhou Dianzi University, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009425410"],"corresponding_institution_ids":["https://openalex.org/I4210094970"],"apc_list":null,"apc_paid":null,"fwci":0.1704,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58295773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9997000098228455,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9883999824523926,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.796582818031311},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6944491863250732},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.56137615442276},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5202147364616394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47233477234840393},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4317552149295807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41819679737091064},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2762763500213623},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11047333478927612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.796582818031311},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6944491863250732},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.56137615442276},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5202147364616394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47233477234840393},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4317552149295807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41819679737091064},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2762763500213623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11047333478927612},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3625469.3625507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3625469.3625507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 6th International Conference on Information Management and Management Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1973573653","https://openalex.org/W2100115309","https://openalex.org/W2553595002","https://openalex.org/W2560674852","https://openalex.org/W2593444810","https://openalex.org/W2767387808","https://openalex.org/W2912213068","https://openalex.org/W3005496787","https://openalex.org/W3021654819","https://openalex.org/W4229869204"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2239445980","https://openalex.org/W2080152487","https://openalex.org/W3083152911","https://openalex.org/W3022347918","https://openalex.org/W4200527723"],"abstract_inverted_index":{"Process":[0],"predictive":[1,56,70],"monitoring":[2,57,71],"refers":[3],"to":[4,44,72],"prediction":[5,48,98],"the":[6,16,22,25,39,47,74,80,87,94,101],"future":[7],"activities,":[8],"execution":[9],"time,":[10],"resources":[11],"and":[12,64,78,93,97],"other":[13],"attribute":[14],"in":[15,36,68],"ongoing":[17],"business":[18,37],"process.":[19],"Aiming":[20],"at":[21],"problem":[23],"that":[24],"data":[26,76,90],"scale":[27],"of":[28,82,89,100],"a":[29,53],"single":[30],"enterprise":[31],"or":[32],"organization":[33],"is":[34,42,91],"limited":[35],"process,":[38],"learning":[40,67],"model":[41,102],"difficult":[43],"further":[45],"improve":[46],"ability.":[49],"This":[50],"paper":[51],"proposes":[52],"novel":[54],"process":[55,69],"architecture":[58],"proposal":[59],"based":[60],"on":[61],"federated":[62,66],"learning,":[63],"applies":[65],"avoid":[73],"original":[75],"transmission":[77],"protect":[79],"privacy":[81],"data.":[83],"Through":[84],"aggregation":[85],"training,":[86],"diversity":[88],"increased":[92],"generalization":[95],"ability":[96],"performance":[99],"are":[103],"improved.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
