{"id":"https://openalex.org/W2966191124","doi":"https://doi.org/10.1109/icphys.2019.8780114","title":"Automated Reasoning and Knowledge Inference on OPC UA Information Models","display_name":"Automated Reasoning and Knowledge Inference on OPC UA Information Models","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2966191124","doi":"https://doi.org/10.1109/icphys.2019.8780114","mag":"2966191124"},"language":"en","primary_location":{"id":"doi:10.1109/icphys.2019.8780114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2019.8780114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS)","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/A5060933929","display_name":"Jupiter Bakakeu","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J. Bakakeu","raw_affiliation_strings":["Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108372114","display_name":"M. Brossog","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Brossog","raw_affiliation_strings":["Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076394698","display_name":"Jochen Zeitler","orcid":"https://orcid.org/0000-0002-4596-1804"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Zeitler","raw_affiliation_strings":["Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059197069","display_name":"J\u00f6rg Franke","orcid":"https://orcid.org/0000-0003-0700-2028"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Franke","raw_affiliation_strings":["Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Factory Automation and Production Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002243398","display_name":"Schirin Tolksdorf","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Tolksdorf","raw_affiliation_strings":["Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany"],"affiliations":[{"raw_affiliation_string":"Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072945314","display_name":"Hans-Henning Klos","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Klos","raw_affiliation_strings":["Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany"],"affiliations":[{"raw_affiliation_string":"Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108247803","display_name":"J. Peschke","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Peschke","raw_affiliation_strings":["Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany"],"affiliations":[{"raw_affiliation_string":"Digital Factory Division, Siemens AG, N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I1325886976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5060933929"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":2.6495,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91386985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9994000196456909,"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":0.9944999814033508,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9891999959945679,"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/computer-science","display_name":"Computer science","score":0.7597370147705078},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.6686689853668213},{"id":"https://openalex.org/keywords/automated-reasoning","display_name":"Automated reasoning","score":0.6169561147689819},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.599880039691925},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.568744957447052},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4851003885269165},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4618804156780243},{"id":"https://openalex.org/keywords/semantic-interoperability","display_name":"Semantic interoperability","score":0.45137327909469604},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.44790080189704895},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.42125046253204346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34622323513031006},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1685848832130432},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11309230327606201}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7597370147705078},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.6686689853668213},{"id":"https://openalex.org/C195344581","wikidata":"https://www.wikidata.org/wiki/Q2555318","display_name":"Automated reasoning","level":2,"score":0.6169561147689819},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.599880039691925},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.568744957447052},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4851003885269165},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4618804156780243},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.45137327909469604},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.44790080189704895},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.42125046253204346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34622323513031006},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1685848832130432},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11309230327606201},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphys.2019.8780114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2019.8780114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W139336485","https://openalex.org/W1482585805","https://openalex.org/W1501276147","https://openalex.org/W1520191953","https://openalex.org/W1562643504","https://openalex.org/W1976175217","https://openalex.org/W1983063265","https://openalex.org/W1998430092","https://openalex.org/W2001230460","https://openalex.org/W2026891605","https://openalex.org/W2043840449","https://openalex.org/W2044880677","https://openalex.org/W2062156618","https://openalex.org/W2154829072","https://openalex.org/W2242459625","https://openalex.org/W2404048076","https://openalex.org/W2538199127","https://openalex.org/W2725043851","https://openalex.org/W2730141929","https://openalex.org/W2781619865","https://openalex.org/W2807324642","https://openalex.org/W2883312086","https://openalex.org/W3017312168","https://openalex.org/W3192290435","https://openalex.org/W4239696231","https://openalex.org/W7006046120"],"related_works":["https://openalex.org/W1981002473","https://openalex.org/W2357657342","https://openalex.org/W1864329966","https://openalex.org/W2004116709","https://openalex.org/W1088905","https://openalex.org/W1580558463","https://openalex.org/W2736582448","https://openalex.org/W1529147315","https://openalex.org/W846065076","https://openalex.org/W2002758009"],"abstract_inverted_index":{"The":[0],"fourth":[1],"industrial":[2],"revolution":[3],"demands":[4],"flexibility,":[5],"adaptability,":[6],"transparency":[7],"and":[8,28,67,72,105,124,128,186],"semantic":[9,60,108,117],"interoperability.":[10],"Within":[11],"the":[12,17,37,52,56,76,107,111,147,161,169],"German":[13],"Industry":[14],"4.0":[15,22],"initiative,":[16],"Reference":[18],"Architecture":[19,31],"Model":[20],"Industrie":[21],"(RAMI4.0)":[23],"has":[24,61],"recently":[25],"been":[26,64],"standardized":[27],"OPC":[29,48,77,99,112,135,162],"Unified":[30],"(OPC":[32],"UA)":[33],"is":[34,81,172],"listed":[35],"as":[36,122],"sole":[38],"recommendation":[39],"for":[40],"implementation":[41],"of":[42,110],"a":[43,93,130,155],"communication":[44],"layer.":[45],"Even":[46],"though":[47],"UA":[49,78,100,113,136,163],"helps":[50],"bridge":[51],"interoperability":[53],"gap":[54],"at":[55],"automation":[57],"level,":[58],"its":[59],"not":[62,83],"yet":[63,84],"formally":[65],"defined":[66],"an":[68,134,140,143],"efficient":[69],"automated":[70],"reasoning":[71,157],"knowledge":[73,97,118],"inference":[74],"on":[75,160,175],"address":[79,114,164],"space":[80,115],"therefore":[82],"possible.":[85],"This":[86],"paper":[87],"addresses":[88],"this":[89,167],"issue":[90],"by":[91],"presenting":[92],"solution":[94,131],"to":[95,132,153],"infer":[96],"from":[98],"information":[101,137],"models.":[102],"By":[103],"analyzing":[104],"comparing":[106],"expressiveness":[109],"with":[116],"representation":[119],"formalisms":[120],"such":[121],"RDF":[123],"OWL,":[125],"we":[126,150],"derived":[127],"implemented":[129],"transform":[133],"model":[138],"into":[139],"RDF-Graph":[141],"expressing":[142],"OWL":[144],"Ontology.":[145],"Using":[146],"generated":[148],"ontology,":[149],"were":[151],"able":[152],"run":[154],"true":[156],"task":[158],"directly":[159],"space.":[165],"In":[166],"paper,":[168],"developed":[170],"approach":[171],"conveniently":[173],"validated":[174],"various":[176],"case":[177],"studies":[178],"involving":[179],"online":[180],"factory":[181],"reconfiguration,":[182],"intelligent":[183],"energy":[184],"management,":[185],"human-machine":[187],"interfaces.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}