{"id":"https://openalex.org/W4403677440","doi":"https://doi.org/10.1109/case59546.2024.10711734","title":"Enhancing Fault Troubleshooting through Human-Machine Collaboration: A Multi-Stage Reasoning Approach","display_name":"Enhancing Fault Troubleshooting through Human-Machine Collaboration: A Multi-Stage Reasoning Approach","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4403677440","doi":"https://doi.org/10.1109/case59546.2024.10711734"},"language":"en","primary_location":{"id":"doi:10.1109/case59546.2024.10711734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case59546.2024.10711734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)","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/A5083914100","display_name":"Sijie Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sijie Wen","raw_affiliation_strings":["Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103117121","display_name":"Yongming Chen","orcid":"https://orcid.org/0009-0006-4174-1173"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongming Chen","raw_affiliation_strings":["Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809183","display_name":"Xinyu Pan","orcid":"https://orcid.org/0000-0003-4219-4790"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Pan","raw_affiliation_strings":["Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046678554","display_name":"Weibin Zhuang","orcid":"https://orcid.org/0000-0002-4061-538X"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibin Zhuang","raw_affiliation_strings":["Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406106","display_name":"Xinyu Li","orcid":"https://orcid.org/0000-0002-4117-9698"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,College of Mechanical Engineering,Shanghai,P. R. China,201620","institution_ids":["https://openalex.org/I181326427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181326427"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"460","last_page":"467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9760000109672546,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9760000109672546,"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/T10260","display_name":"Software Engineering Research","score":0.9733999967575073,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9724000096321106,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/troubleshooting","display_name":"Troubleshooting","score":0.9803024530410767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7116739749908447},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5316382646560669},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5030021071434021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3473617732524872},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11859485507011414}],"concepts":[{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.9803024530410767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116739749908447},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5316382646560669},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5030021071434021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3473617732524872},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11859485507011414},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/case59546.2024.10711734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case59546.2024.10711734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2767761606","https://openalex.org/W3035529900","https://openalex.org/W3087575493","https://openalex.org/W4238428771","https://openalex.org/W4285210257","https://openalex.org/W4291214045","https://openalex.org/W4309487475","https://openalex.org/W4379469856","https://openalex.org/W4383163865","https://openalex.org/W4383371496","https://openalex.org/W4385571437","https://openalex.org/W4390563409","https://openalex.org/W4390607929","https://openalex.org/W4391241989","https://openalex.org/W6856107790","https://openalex.org/W6857013950"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3013479934","https://openalex.org/W4210597238","https://openalex.org/W4318325534","https://openalex.org/W4206476896","https://openalex.org/W4240398146","https://openalex.org/W2950310564","https://openalex.org/W4238338086"],"abstract_inverted_index":{"Ensuring":[0],"the":[1,66],"stable":[2],"operation":[3],"of":[4,19,69],"critical":[5],"industrial":[6,21],"equipment":[7],"is":[8,43,63,78],"pivotal":[9],"for":[10,49,65,80],"maintaining":[11],"production":[12],"efficiency":[13],"and":[14,99],"economic":[15],"gains.":[16],"The":[17],"complexity":[18],"modern":[20],"machinery,":[22],"however,":[23],"places":[24],"a":[25,35,53,74],"substantial":[26],"cognitive":[27],"load":[28],"on":[29,86],"maintenance":[30],"personnel.":[31],"To":[32],"alleviate":[33],"this,":[34,73],"Diagnostic":[36],"Semantic-Enhanced":[37],"Fault":[38],"Causality":[39],"Knowledge":[40,58],"Graph":[41,59],"(DSFCKG)":[42],"proposed":[44,93],"to":[45],"formalize":[46],"fault":[47,83,88,97,108],"information":[48],"computational":[50],"analysis.":[51],"Additionally,":[52],"Large":[54],"Language":[55],"Model":[56],"(LLM)-based":[57],"Construction":[60],"(KGC)":[61],"method":[62,94],"introduced":[64],"automated":[67],"assembly":[68],"DSFCKG.":[70],"Building":[71],"upon":[72],"multi-stage":[75],"reasoning":[76],"approach":[77],"designed":[79],"human-machine":[81],"collaborative":[82],"Troubleshooting.":[84],"Experiments":[85],"real-world":[87],"tickets":[89],"demonstrate":[90],"that":[91],"our":[92],"significantly":[95],"enhances":[96],"diagnosis":[98],"troubleshooting":[100],"accuracy,":[101],"especially":[102],"in":[103],"complex":[104],"scenarios":[105],"with":[106],"long":[107],"causal":[109],"chains,":[110],"which":[111],"bring":[112],"insights":[113],"into":[114],"futuristic":[115],"smart":[116],"maintenance.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
