{"id":"https://openalex.org/W2893628985","doi":"https://doi.org/10.1109/indin.2018.8471969","title":"Visual Analytics for Root Cause Analysis in Self-Organizing Industrial Systems","display_name":"Visual Analytics for Root Cause Analysis in Self-Organizing Industrial Systems","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2893628985","doi":"https://doi.org/10.1109/indin.2018.8471969","mag":"2893628985"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2018.8471969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2018.8471969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","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/A5049582113","display_name":"Marie Kiermeier","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marie Kiermeier","raw_affiliation_strings":["Mobile and Distributed Systems Group, LMU Munich"],"affiliations":[{"raw_affiliation_string":"Mobile and Distributed Systems Group, LMU Munich","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051707356","display_name":"Sebastian Feld","orcid":"https://orcid.org/0000-0003-2782-1469"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Feld","raw_affiliation_strings":["Mobile and Distributed Systems Group, LMU Munich"],"affiliations":[{"raw_affiliation_string":"Mobile and Distributed Systems Group, LMU Munich","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049582113"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.10594392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"315","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9466999769210815,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9466999769210815,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9334999918937683,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.672676146030426},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.6465587019920349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6099687218666077},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5390933752059937},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.43788689374923706},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.41306692361831665},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40324437618255615},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.30278074741363525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21320626139640808},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18787133693695068},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.11146727204322815}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.672676146030426},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.6465587019920349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6099687218666077},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5390933752059937},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.43788689374923706},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.41306692361831665},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40324437618255615},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.30278074741363525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21320626139640808},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18787133693695068},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.11146727204322815},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2018.8471969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2018.8471969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W54491458","https://openalex.org/W1510407170","https://openalex.org/W1680779453","https://openalex.org/W2040511331","https://openalex.org/W2097481508","https://openalex.org/W2134911466","https://openalex.org/W2145339207","https://openalex.org/W2168318855","https://openalex.org/W2169820258","https://openalex.org/W2257979135","https://openalex.org/W2520412278","https://openalex.org/W2521497315","https://openalex.org/W2584572482","https://openalex.org/W2593056981","https://openalex.org/W2607223307","https://openalex.org/W2612235805","https://openalex.org/W2773448277","https://openalex.org/W2963658727","https://openalex.org/W4292494775","https://openalex.org/W4298386016","https://openalex.org/W6630387628","https://openalex.org/W6637367906","https://openalex.org/W6734522470","https://openalex.org/W6736474757"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2535098331","https://openalex.org/W2202104725","https://openalex.org/W4255366506","https://openalex.org/W2056250485","https://openalex.org/W4280640835","https://openalex.org/W2885334669","https://openalex.org/W2111856191","https://openalex.org/W4230518569","https://openalex.org/W4230900947"],"abstract_inverted_index":{"Root":[0],"cause":[1],"analysis":[2],"(RCA)":[3],"is":[4,184,220],"a":[5,81,129,176,202],"central":[6],"task":[7],"for":[8,54,118,216],"quality":[9],"assurance":[10],"in":[11,121,135,141,173,222],"manufacturing":[12],"plants.":[13],"By":[14],"tracing":[15],"back":[16,196],"anomalies":[17,197],"to":[18,45,65,89,113,189],"its":[19,43,108],"actual":[20],"trigger,":[21],"recurrent":[22],"misbehavior":[23],"can":[24],"be":[25,114],"eliminated,":[26],"which":[27,85,111,211],"improves":[28],"the":[29,40,46,58,67,70,78,102,149,179,190,213],"system\u2019s":[30],"future":[31],"performance.":[32],"In":[33,93],"self-organizing":[34],"industrial":[35],"systems":[36],"(SOIS),":[37],"however,":[38],"where":[39],"system":[41,59,79,183],"adapts":[42],"behavior":[44],"current":[47],"circumstances":[48],"and":[49,107,164],"requests,":[50],"new":[51,97],"challenges":[52],"arise":[53],"RCA.":[55,119],"For":[56],"example,":[57],"decides":[60],"dynamically":[61],"at":[62],"runtime":[63],"how":[64],"route":[66],"work-pieces":[68],"through":[69],"factory.":[71],"This":[72],"high":[73],"degree":[74],"of":[75,77,127,131,178,209],"freedom":[76],"causes":[80,134],"state":[82,191],"space":[83,192],"explosion,":[84],"makes":[86],"it":[87],"difficult":[88],"formalize":[90],"explicit":[91],"connections.":[92],"addition,":[94],"there":[95],"are":[96,160,167],"dependency":[98],"relationships":[99],"resulting":[100,147],"from":[101,148],"online":[103,150,180],"decision":[104,151,181],"making":[105,152,182],"process":[106],"influencing":[109],"factors,":[110],"have":[112],"taken":[115],"into":[116],"account":[117],"Accordingly,":[120],"this":[122,223],"paper,":[123],"we":[124,139,199],"present":[125],"first":[126],"all":[128],"taxonomy":[130],"possible":[132,144],"root":[133],"such":[136],"SOIS.":[137],"Thereby,":[138],"focus":[140],"particular":[142],"on":[143,155],"error":[145],"sources":[146],"process.":[153],"Based":[154],"this,":[156],"corresponding":[157,207],"backtracking":[158],"approaches":[159],"presented,":[161],"whereby":[162],"automatable":[163],"non-automatable":[165],"procedures":[166],"distinguished.":[168],"The":[169],"latter":[170],"becomes":[171],"relevant":[172],"case":[174],"that":[175],"component":[177],"not":[185],"evaluable":[186],"automatably":[187],"due":[188],"explosion.":[193],"To":[194],"trace":[195],"anyway,":[198],"propose":[200],"here":[201],"visual":[203],"analytics":[204],"solution.":[205],"A":[206],"proof":[208],"concept":[210],"implements":[212],"necessary":[214],"functions":[215],"an":[217],"expert-based":[218],"assessment":[219],"presented":[221],"paper.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}