{"id":"https://openalex.org/W3217707693","doi":"https://doi.org/10.1109/etfa45728.2021.9613406","title":"Towards the Representation of Cross-Domain Quality Knowledge for Efficient Data Analytics","display_name":"Towards the Representation of Cross-Domain Quality Knowledge for Efficient Data Analytics","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3217707693","doi":"https://doi.org/10.1109/etfa45728.2021.9613406","mag":"3217707693"},"language":"en","primary_location":{"id":"doi:10.1109/etfa45728.2021.9613406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","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/A5077514859","display_name":"Sebastian Kropatschek","orcid":"https://orcid.org/0000-0002-9049-8038"},"institutions":[{"id":"https://openalex.org/I4210101287","display_name":"HS-Art Digital Service (Austria)","ror":"https://ror.org/016pz0d03","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210101287"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sebastian Kropatschek","raw_affiliation_strings":["Austrian Center for Digital Production,Austria","Austrian Center for Digital Production, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production,Austria","institution_ids":["https://openalex.org/I4210101287"]},{"raw_affiliation_string":"Austrian Center for Digital Production, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036825365","display_name":"Thorsten Steuer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101287","display_name":"HS-Art Digital Service (Austria)","ror":"https://ror.org/016pz0d03","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210101287"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thorsten Steuer","raw_affiliation_strings":["Austrian Center for Digital Production,Austria","Austrian Center for Digital Production, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production,Austria","institution_ids":["https://openalex.org/I4210101287"]},{"raw_affiliation_string":"Austrian Center for Digital Production, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079760641","display_name":"Elmar Kiesling","orcid":"https://orcid.org/0000-0002-7856-2113"},"institutions":[{"id":"https://openalex.org/I4210101287","display_name":"HS-Art Digital Service (Austria)","ror":"https://ror.org/016pz0d03","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210101287"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Elmar Kiesling","raw_affiliation_strings":["Austrian Center for Digital Production,Austria","Austrian Center for Digital Production, Austria","Institute of Data, Process, and Knowledge Engineering, WU Wien, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production,Austria","institution_ids":["https://openalex.org/I4210101287"]},{"raw_affiliation_string":"Austrian Center for Digital Production, Austria","institution_ids":[]},{"raw_affiliation_string":"Institute of Data, Process, and Knowledge Engineering, WU Wien, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010365769","display_name":"Kristof Meixner","orcid":"https://orcid.org/0000-0001-7286-1393"},"institutions":[{"id":"https://openalex.org/I4210105054","display_name":"Christian Doppler Laboratory for Thermoelectricity","ror":"https://ror.org/01cbw5x35","country_code":"AT","type":"facility","lineage":["https://openalex.org/I129774422","https://openalex.org/I145847075","https://openalex.org/I4210105054"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kristof Meixner","raw_affiliation_strings":["Christian Doppler Laboratory for Security and Quality Improvement in the Production System Lifecycle"],"affiliations":[{"raw_affiliation_string":"Christian Doppler Laboratory for Security and Quality Improvement in the Production System Lifecycle","institution_ids":["https://openalex.org/I4210105054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088524680","display_name":"Thomas Fr\u00fchwirth","orcid":"https://orcid.org/0000-0001-8133-4747"},"institutions":[{"id":"https://openalex.org/I4210101287","display_name":"HS-Art Digital Service (Austria)","ror":"https://ror.org/016pz0d03","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210101287"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Fruhwirth","raw_affiliation_strings":["Austrian Center for Digital Production,Austria","Austrian Center for Digital Production, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production,Austria","institution_ids":["https://openalex.org/I4210101287"]},{"raw_affiliation_string":"Austrian Center for Digital Production, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009298109","display_name":"Patrik Sommer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155919","display_name":"Luxfer Group (United Kingdom)","ror":"https://ror.org/04sr9ds30","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210155919"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patrik Sommer","raw_affiliation_strings":["Neuman Aluminium, CAG Holding GmbH,Austria","Neuman Aluminium, CAG Holding GmbH, Austria"],"affiliations":[{"raw_affiliation_string":"Neuman Aluminium, CAG Holding GmbH,Austria","institution_ids":["https://openalex.org/I4210155919"]},{"raw_affiliation_string":"Neuman Aluminium, CAG Holding GmbH, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090132825","display_name":"Daniel Schachinger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155919","display_name":"Luxfer Group (United Kingdom)","ror":"https://ror.org/04sr9ds30","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210155919"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Schachinger","raw_affiliation_strings":["Neuman Aluminium, CAG Holding GmbH,Austria","Neuman Aluminium, CAG Holding GmbH, Austria"],"affiliations":[{"raw_affiliation_string":"Neuman Aluminium, CAG Holding GmbH,Austria","institution_ids":["https://openalex.org/I4210155919"]},{"raw_affiliation_string":"Neuman Aluminium, CAG Holding GmbH, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065534796","display_name":"Stefan Biffl","orcid":"https://orcid.org/0000-0002-3413-7780"},"institutions":[{"id":"https://openalex.org/I4210101287","display_name":"HS-Art Digital Service (Austria)","ror":"https://ror.org/016pz0d03","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210101287"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Biffl","raw_affiliation_strings":["Austrian Center for Digital Production,Austria","Austrian Center for Digital Production, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production,Austria","institution_ids":["https://openalex.org/I4210101287"]},{"raw_affiliation_string":"Austrian Center for Digital Production, Austria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5077514859"],"corresponding_institution_ids":["https://openalex.org/I4210101287"],"apc_list":null,"apc_paid":null,"fwci":0.8951,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77042506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1678","issue":null,"first_page":"01","last_page":"04"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9767000079154968,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9625999927520752,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7665026187896729},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6577303409576416},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6108080744743347},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5867319107055664},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5666893124580383},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5239070653915405},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5048356652259827},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.46562477946281433},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45832857489585876},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.45471808314323425},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4404803216457367},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4394224286079407},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4385886490345001},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.43413445353507996},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.4141649305820465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38480016589164734},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3278845548629761},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.24168196320533752},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14651557803153992},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11895090341567993}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7665026187896729},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6577303409576416},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6108080744743347},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5867319107055664},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5666893124580383},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5239070653915405},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5048356652259827},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.46562477946281433},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45832857489585876},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.45471808314323425},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4404803216457367},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4394224286079407},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4385886490345001},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.43413445353507996},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.4141649305820465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38480016589164734},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3278845548629761},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.24168196320533752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14651557803153992},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11895090341567993},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa45728.2021.9613406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/273206fa-25ec-4134-ab01-e65747bf2481","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/273206fa-25ec-4134-ab01-e65747bf2481","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kropatschek, S, Steuer, T, Kiesling, E, Meixner, K, Fruhwirth, T, Sommer, P, Schachinger, D & Biffl, S 2021, Towards the Representation of Cross-Domain Quality Knowledge for Efficient Data Analytics. in Proceedings - 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021) : 07-10 September, 2021, V\u00e4ster\u00e5s, Sweden \u2013 Online. Institute of Electrical and Electronics Engineers Inc., Danvers, MA, 26th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2021, Virtual, Vasteras, Sweden, 7/09/21. https://doi.org/10.1109/ETFA45728.2021.9613406","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4891158674","display_name":null,"funder_award_id":"881843","funder_id":"https://openalex.org/F4320323591","funder_display_name":"Christian Doppler Forschungsgesellschaft"}],"funders":[{"id":"https://openalex.org/F4320323591","display_name":"Christian Doppler Forschungsgesellschaft","ror":"https://ror.org/00mv8h305"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W124349154","https://openalex.org/W203466237","https://openalex.org/W2059208592","https://openalex.org/W2933602996","https://openalex.org/W2949782502","https://openalex.org/W3095598187","https://openalex.org/W3130255873","https://openalex.org/W3131145833"],"related_works":["https://openalex.org/W2067317451","https://openalex.org/W2154771632","https://openalex.org/W3081133439","https://openalex.org/W4385985500","https://openalex.org/W2945537679","https://openalex.org/W4386246791","https://openalex.org/W2133103607","https://openalex.org/W3211701140","https://openalex.org/W2952280724","https://openalex.org/W3148498243"],"abstract_inverted_index":{"In":[0],"Cyber-physical":[1],"Production":[2],"System":[3],"(CPPS)":[4],"engineering,":[5],"data":[6,28,41,115],"analysts":[7,42],"and":[8,89,95],"domain":[9],"experts":[10],"collaborate":[11],"to":[12,34,57,107],"identify":[13,35],"likely":[14],"causes":[15,60],"for":[16,29,86,93,112],"quality":[17,64,97],"issues.":[18],"Industry":[19],"4.0":[20],"production":[21,51,71],"assets":[22],"can":[23],"provide":[24],"a":[25,53,122,127],"wealth":[26],"of":[27,49],"analysis,":[30],"making":[31],"it":[32],"difficult":[33],"the":[36,50,84,102,119,132],"most":[37],"relevant":[38],"data.":[39],"Because":[40],"typically":[43,74],"do":[44],"not":[45],"posses":[46],"detailed":[47],"knowledge":[48,69,110],"process,":[52],"key":[54],"challenge":[55],"is":[56,73],"discover":[58],"potential":[59],"that":[61],"impact":[62],"product":[63],"with":[65],"various":[66,77],"experts,":[67],"as":[68],"about":[70],"processes":[72],"distributed":[75],"across":[76],"domains.":[78],"To":[79],"address":[80],"this,":[81],"we":[82,100],"highlight":[83],"need":[85],"cross-domain":[87,109],"modelling":[88],"outline":[90],"an":[91],"approach":[92],"effective":[94],"efficient":[96],"analysis.":[98],"Specifically,":[99],"introduce":[101],"Quality":[103],"Dependency":[104],"Graph":[105],"(QDG)":[106],"represent":[108],"dependencies":[111],"efficiently":[113],"prioritizing":[114],"sources.":[116],"We":[117],"evaluate":[118],"QDG":[120],"in":[121,131],"feasibility":[123],"study":[124],"based":[125],"on":[126],"real-world":[128],"use":[129],"case":[130],"automotive":[133],"industry.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
