@prefix ocrer: <http://purl.org/net/OCRe/research.owl#> .
@prefix owl:   <http://www.w3.org/2002/07/owl#> .
@prefix scires: <http://vivoweb.org/ontology/scientific-research#> .
@prefix xsd:   <http://www.w3.org/2001/XMLSchema#> .
@prefix skos:  <http://www.w3.org/2004/02/skos/core#> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .
@prefix ocresd: <http://purl.org/net/OCRe/study_design.owl#> .
@prefix swo:   <http://www.ebi.ac.uk/efo/swo/> .
@prefix cito:  <http://purl.org/spar/cito/> .
@prefix geo:   <http://aims.fao.org/aos/geopolitical.owl#> .
@prefix ocresst: <http://purl.org/net/OCRe/statistics.owl#> .
@prefix dcterms: <http://purl.org/dc/terms/> .
@prefix vivo:  <http://vivoweb.org/ontology/core#> .
@prefix event: <http://purl.org/NET/c4dm/event.owl#> .
@prefix vann:  <http://purl.org/vocab/vann/> .
@prefix foaf:  <http://xmlns.com/foaf/0.1/> .
@prefix c4o:   <http://purl.org/spar/c4o/> .
@prefix fabio: <http://purl.org/spar/fabio/> .
@prefix vcard: <http://www.w3.org/2006/vcard/ns#> .
@prefix thkoeln: <http://cris.nrw/hisinone#> .
@prefix vitro: <http://vitro.mannlib.cornell.edu/ns/vitro/0.7#> .
@prefix vitro-public: <http://vitro.mannlib.cornell.edu/ns/vitro/public#> .
@prefix rdf:   <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix ocresp: <http://purl.org/net/OCRe/study_protocol.owl#> .
@prefix bibo:  <http://purl.org/ontology/bibo/> .
@prefix obo:   <http://purl.obolibrary.org/obo/> .
@prefix ro:    <http://purl.obolibrary.org/obo/ro.owl#> .

obo:BFO_0000031  a  owl:Class ;
        rdfs:label  "Bedingter Kontinuant"@de-DE , "Generically Dependent Continuant"@en-US , "Generically Dependent Continuant"@en .

<https://fis.th-koeln.de/vivo/individual/FF_001>
        <http://cris.nrw/hisinone/istForschungsfeldvon>
                <https://fis.th-koeln.de/vivo/individual/publ_15869> .

<https://fis.th-koeln.de/vivo/individual/cite_15869-2>
        a       thkoeln:Zitat , owl:Thing .

<http://cris.nrw/hisinone/OpenAccess>
        a           <http://cris.nrw/hisinone/Zugangsrecht> , owl:NamedIndividual , owl:Thing ;
        rdfs:label  "Open Access"@en-US , "Open Access"@de-DE .

obo:BFO_0000002  a  owl:Class ;
        rdfs:label  "Kontinuant"@de-DE , "Continuant"@en-US , "Continuant"@en .

thkoeln:Artikel  a  owl:Class ;
        rdfs:label  "Artikel"@de-DE , "Article"@en-US .

<https://fis.th-koeln.de/vivo/individual/10000143>
        a           thkoeln:Organisationseinheit , foaf:Agent , obo:BFO_0000001 , obo:BFO_0000004 , obo:BFO_0000002 , foaf:Organization , owl:Thing ;
        rdfs:label  "Fakultät für Anlagen, Energie- und Maschinensysteme" ;
        <http://cris.nrw/hisinone/istOrganisationseinheitVon>
                <https://fis.th-koeln.de/vivo/individual/publ_15869> .

<https://fis.th-koeln.de/vivo/individual/cite_15869-1>
        a       thkoeln:Zitat , owl:Thing .

obo:BFO_0000001  a  owl:Class ;
        rdfs:label  "Entität"@de-DE , "Entity"@en-US , "Entity"@en .

<https://fis.th-koeln.de/vivo/individual/aut_15869-3>
        a             obo:BFO_0000001 , obo:BFO_0000020 , vivo:Authorship , vivo:Relationship , obo:BFO_0000002 , owl:Thing ;
        vivo:relates  <https://fis.th-koeln.de/vivo/individual/publ_15869> .

<http://cris.nrw/hisinone/RessourceText>
        a           owl:NamedIndividual , <http://cris.nrw/hisinone/ArtderRessource> , owl:Thing ;
        rdfs:label  "Text"@de-DE , "Text"@en-US .

bibo:Document  a    owl:Class ;
        rdfs:label  "Dokument"@de-DE , "Document"@en-US , "Document"@en .

<https://fis.th-koeln.de/vivo/individual/cite_15869-0>
        a       thkoeln:Zitat , owl:Thing .

<http://cris.nrw/date2021>
        a       obo:BFO_0000003 , obo:BFO_0000008 , obo:BFO_0000001 , vivo:DateTimeValue , obo:BFO_0000148 , owl:Thing .

owl:Thing  a    owl:Class .

thkoeln:Journalartikel
        a           owl:Class ;
        rdfs:label  "Journal Article"@en-US , "Journalartikel"@de-DE .

<https://fis.th-koeln.de/vivo/individual/journal_2641>
        a                         obo:BFO_0000002 , owl:Thing , obo:IAO_0000030 , obo:BFO_0000001 , bibo:Periodical , thkoeln:Zeitschrift , bibo:Journal , obo:BFO_0000031 , bibo:Collection ;
        rdfs:label                "Automatisierungstechnik" ;
        vivo:publicationVenueFor  <https://fis.th-koeln.de/vivo/individual/publ_15869> .

<https://fis.th-koeln.de/vivo/individual/aut_15869-2>
        a             obo:BFO_0000001 , obo:BFO_0000020 , vivo:Authorship , vivo:Relationship , obo:BFO_0000002 , owl:Thing ;
        vivo:relates  <https://fis.th-koeln.de/vivo/individual/publ_15869> .

<https://fis.th-koeln.de/vivo/individual/10000147>
        a           thkoeln:Organisationseinheit , foaf:Agent , obo:BFO_0000001 , obo:BFO_0000004 , obo:BFO_0000002 , foaf:Organization , owl:Thing ;
        rdfs:label  "Institut für Technische Gebäudeausrüstung" ;
        <http://cris.nrw/hisinone/istOrganisationseinheitVon>
                <https://fis.th-koeln.de/vivo/individual/publ_15869> .

obo:IAO_0000030  a  owl:Class ;
        rdfs:label  "Entität für Informationsinhalt"@de-DE , "Information Content Entity"@en-US , "Information Content Entity"@en .

<https://fis.th-koeln.de/vivo/individual/aut_15869-1>
        a             obo:BFO_0000001 , obo:BFO_0000020 , vivo:Authorship , vivo:Relationship , obo:BFO_0000002 , owl:Thing ;
        vivo:relates  <https://fis.th-koeln.de/vivo/individual/publ_15869> .

thkoeln:Publikation  a  owl:Class ;
        rdfs:label  "Publikationen"@de-DE , "Publications"@en-US .

<https://fis.th-koeln.de/vivo/individual/publ_15869>
        a                         obo:BFO_0000002 , foaf:Document , obo:BFO_0000031 , obo:BFO_0000001 , thkoeln:Publikation , thkoeln:Artikel , owl:Thing , thkoeln:Journalartikel , bibo:Document , obo:IAO_0000030 ;
        rdfs:label                "RDF description of Automatisierte Abbildung semantisch heterogener I4.0-Verwaltungsschalen durch Methoden des Natural Language Processing - https://fis.th-koeln.de/vivo/individual/publ_15869" , "Automatisierte Abbildung semantisch heterogener I4.0-Verwaltungsschalen durch Methoden des Natural Language Processing" ;
        thkoeln:dokumententyp     "Wissenschaftlicher Artikel" ;
        thkoeln:peerReviewed      "true" ;
        thkoeln:sprache           "deutsch" ;
        thkoeln:status            "validiert" ;
        <http://cris.nrw/hisinone/hatForschungsfeld>
                <https://fis.th-koeln.de/vivo/individual/FF_001> ;
        <http://cris.nrw/hisinone/hatOrganisationseinheit>
                <https://fis.th-koeln.de/vivo/individual/10000143> , <https://fis.th-koeln.de/vivo/individual/10000147> ;
        <http://cris.nrw/hisinone/hatRessourceart>
                <http://cris.nrw/hisinone/RessourceText> ;
        <http://cris.nrw/hisinone/hatZitat>
                <https://fis.th-koeln.de/vivo/individual/cite_15869-2> , <https://fis.th-koeln.de/vivo/individual/cite_15869-0> , <https://fis.th-koeln.de/vivo/individual/cite_15869-1> ;
        <http://cris.nrw/hisinone/hatZugangsrecht>
                <http://cris.nrw/hisinone/OpenAccess> ;
        <http://purl.org/dc/elements/1.1/date>
                "2026-04-03T23:33:24"^^xsd:dateTime ;
        <http://purl.org/dc/elements/1.1/publisher>
                <https://fis.th-koeln.de/vivo> ;
        <http://purl.org/dc/elements/1.1/rights>
                <https://fis.th-koeln.de/vivo/termsOfUse> ;
        bibo:abstract             "Systems in the field of Industrie 4.0 should be able to interact with each other in an interoperable manner. In order for this to be realized automatically, they must be semantically interoperable. For this purpose, the current Industrie 4.0 research approach to the interaction of systems focuses on a semantically homogeneous language space. In this paper, we present a method that extends the current approach to include heterogeneous semantics. Mapping unknown vocabularies to a target ontology enables the interactions of semantically heterogeneous Industrie 4.0 asset administration shells. The mapping is based on methods from the field of Natural Language Processing. For this purpose, language models pre-trained on ISO standards and sentence embeddings are combined. This leads to a promising accuracy in the created evaluation dataset, which contains different semantics for identification and design submodels of the Pumpe 4.0 project." ;
        bibo:doi                  "10.1515/auto-2021-0050" ;
        bibo:issue                "11" ;
        bibo:pageEnd              "951" ;
        bibo:pageStart            "940" ;
        bibo:volume               "69" ;
        vitro:mostSpecificType    thkoeln:Journalartikel ;
        vivo:dateTimeValue        <http://cris.nrw/date2021> ;
        vivo:freetextKeyword      "Industrie 4.0" , "Asset Administration Shell" , "Natrual Language Processing" , "Semantic Interoperability" ;
        vivo:hasPublicationVenue  <https://fis.th-koeln.de/vivo/individual/journal_2641> ;
        vivo:relatedBy            <https://fis.th-koeln.de/vivo/individual/aut_15869-2> , <https://fis.th-koeln.de/vivo/individual/aut_15869-1> , <https://fis.th-koeln.de/vivo/individual/aut_15869-3> .