{"id":"https://openalex.org/W4400489498","doi":"https://doi.org/10.1109/cscwd61410.2024.10580705","title":"Multi-fusion algorithm root cause location model based on causal failure dependency graph","display_name":"Multi-fusion algorithm root cause location model based on causal failure dependency graph","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400489498","doi":"https://doi.org/10.1109/cscwd61410.2024.10580705"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580705","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5064540523","display_name":"Jianli Ding","orcid":"https://orcid.org/0000-0001-9329-9424"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianli Ding","raw_affiliation_strings":["Civil Aviation University of China,School of Computer Science and Technology,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China,School of Computer Science and Technology,Tianjin,China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101712793","display_name":"Yanan Yan","orcid":"https://orcid.org/0000-0002-1632-4312"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Yan","raw_affiliation_strings":["Civil Aviation University of China,School of Computer Science and Technology,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China,School of Computer Science and Technology,Tianjin,China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101807405","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0003-4955-5819"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Civil Aviation University of China,School of Safety Science and Engineering,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China,School of Safety Science and Engineering,Tianjin,China","institution_ids":["https://openalex.org/I28813325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28813325"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14179687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1669","last_page":"1674"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9555000066757202,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9555000066757202,"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/dependency","display_name":"Dependency (UML)","score":0.7410138249397278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6694775223731995},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.5730065107345581},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.5126113295555115},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5057399272918701},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.5030648112297058},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4632056951522827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3303317427635193},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31325602531433105},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10708841681480408},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.09640619158744812}],"concepts":[{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7410138249397278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6694775223731995},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.5730065107345581},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.5126113295555115},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5057399272918701},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.5030648112297058},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4632056951522827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3303317427635193},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31325602531433105},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10708841681480408},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.09640619158744812}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580705","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2754538212","https://openalex.org/W3045668461","https://openalex.org/W2490884653","https://openalex.org/W4200610016","https://openalex.org/W2183996497","https://openalex.org/W129587375","https://openalex.org/W2110363179","https://openalex.org/W1483742899","https://openalex.org/W3161254931"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,23,32,66,74,84,113,132,232],"make":[3],"the":[4,12,28,36,62,76,86,95,104,118,125,134,138,150,166,181,196,207,223,236,247,254],"root":[5,41,172,208,226],"cause":[6,42,209],"location":[7],"model":[8,44,117,177,184,198,214,249],"more":[9,33,92,141],"fully":[10],"capture":[11,115],"long-term":[13,119],"dependencies":[14,37,120],"and":[15,22,55,80,97,116,121,128,153,185,203,250],"complex":[16],"temporal":[17,122],"characteristics":[18,123],"of":[19,100,107,137,157,168,210,219],"metric":[20,108,147],"data,":[21,109,139,148],"add":[24,81],"directed":[25,82],"edges":[26,83],"in":[27,124,146,170,205,221],"failure":[29,70],"dependency":[30,71],"graph":[31,72],"clearly":[34],"indicate":[35],"between":[38,78,89,162],"metrics,":[39,79],"a":[40,68,216],"localization":[43],"CFMRCL":[45,169,176,197,213],"that":[46,195],"integrates":[47],"causal":[48,63,69,87],"discovery":[49,64],"algorithms,":[50],"Recurrent":[51],"Neural":[52],"Networks":[53],"(RNN),":[54],"Variational":[56],"Autoencoders":[57],"(VAE)":[58],"is":[59,111,130,178,230,241],"proposed.":[60],"Use":[61],"algorithm":[65],"construct":[67],"(CFDG)":[73],"represent":[75,85],"dependence":[77],"relationship":[88],"failures,":[90],"thereby":[91,140],"accurately":[93],"reflecting":[94],"interconnection":[96],"propagation":[98],"direction":[99],"failures.":[101,211],"Secondly,":[102],"for":[103],"feature":[105,158],"extraction":[106],"RNN":[110],"used":[112],"better":[114],"time":[126],"series,":[127],"VAE":[129],"combined":[131],"learn":[133],"potential":[135],"distribution":[136],"comprehensively":[142],"mining":[143],"important":[144],"features":[145],"improving":[149],"expressive":[151],"ability":[152,156],"data":[154,192],"modeling":[155],"extraction.":[159],"The":[160,174,212,228,239],"collaboration":[161],"each":[163],"module":[164],"improves":[165],"accuracy":[167,202,218,229],"locating":[171,206,222],"causes.":[173,227],"proposed":[175],"compared":[179],"with":[180],"existing":[182],"DejaVu":[183,237,248],"other":[186],"baseline":[187,255],"models.":[188],"Experiments":[189],"on":[190,242],"four":[191],"sets":[193],"show":[194],"has":[199,215],"greatly":[200],"improved":[201],"efficiency":[204,240],"maximum":[217],"97.87%":[220],"top":[224],"five":[225],"up":[231],"8%":[233],"higher":[234,245,252],"than":[235,246,253],"model.":[238,256],"average":[243],"16%":[244],"70%":[251]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}