{"id":"https://openalex.org/W6925481168","doi":"https://doi.org/10.18420/modellierung2024-ws-020","title":"Automatisierte Verarbeitung nat\u00fcrlichsprachlich repr\u00e4sentierter Sachverhalte zur Identifizierung von Kandidaten f\u00fcr Bezeichner in Datenmodellen","display_name":"Automatisierte Verarbeitung nat\u00fcrlichsprachlich repr\u00e4sentierter Sachverhalte zur Identifizierung von Kandidaten f\u00fcr Bezeichner in Datenmodellen","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6925481168","doi":"https://doi.org/10.18420/modellierung2024-ws-020"},"language":"de","primary_location":{"id":"doi:10.18420/modellierung2024-ws-020","is_oa":true,"landing_page_url":"https://doi.org/10.18420/modellierung2024-ws-020","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/modellierung2024-ws-020","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Christ, Sven","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christ, Sven","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Strecker,","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Strecker,","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Stefan,","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan,","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60861293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.08179999887943268,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.08179999887943268,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.06360000371932983,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.04639999940991402,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.17100000381469727},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.14869999885559082}],"concepts":[{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.4424999952316284},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3359000086784363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24869999289512634},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22540000081062317},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18940000236034393},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18649999797344208},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1809999942779541},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.17100000381469727},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15850000083446503},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.14869999885559082}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/modellierung2024-ws-020","is_oa":true,"landing_page_url":"https://doi.org/10.18420/modellierung2024-ws-020","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/modellierung2024-ws-020","is_oa":true,"landing_page_url":"https://doi.org/10.18420/modellierung2024-ws-020","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.40927746891975403,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"F\u00fcr":[0],"das":[1,58,75],"Bestimmen":[2],"von":[3,7,60,98,102],"Kandidaten":[4,99],"f\u00fcr":[5,17,57,74,100],"Bezeichner":[6,101],"Modellelementen":[8,103],"(Entit\u00e4tstypen,":[9],"Beziehungstypen,":[10],"Attributen)":[11],"aus":[12],"nat\u00fcrlichsprachlich":[13],"repr\u00e4sentierten":[14],"Sachverhaltsbeschreibungen":[15],"werden":[16,43],"die":[18,28,73,117],"Datenmodellierung":[19],"mit":[20,48,81],"der":[21,33],"Modellierungssprache":[22],"\u201eEntity-Relationship":[23],"Model\u201c":[24,89],"(ERM)":[25],"Heuristiken":[26,45],"vorgeschlagen,":[27],"an":[29],"Morphologie":[30],"und":[31],"Grammatik":[32],"nat\u00fcrlichen":[34],"Sprache":[35],"orientiert":[36],"sind.":[37,126],"Bereits":[38],"seit":[39],"den":[40],"1990er":[41],"Jahren":[42],"diese":[44],"in":[46,104],"Verbindung":[47],"Ans\u00e4tzen":[49],"des":[50,96,107],"\u201eNatural":[51],"Language":[52,88],"Processing\u201c":[53],"(NLP)":[54],"eingesetzt,":[55],"um":[56],"Erstellen":[59],"Datenmodellen":[61],"eine":[62],"(teil-)":[63],"automatisierte":[64],"Modellierungsunterst\u00fctzung":[65,80],"zu":[66],"realisieren.":[67],"In":[68],"diesem":[69],"Beitrag":[70],"kontrastieren":[71],"wir":[72],"Modellierungswerkzeug":[76],"TOOL":[77],"implementierte":[78],"NLP-basierte":[79],"drei":[82],"Transformer-basierten":[83],"k\u00fcnstlichen":[84],"neuronalen":[85],"Netzen,":[86],"\u201eLarge":[87],"(LLM),":[90],"hinsichtlich":[91],"f\u00fcnf":[92],"unterschiedlich":[93],"komplexen":[94],"Aufgaben":[95],"Identifizierens":[97],"einer":[105],"Variante":[106],"ERM.":[108],"Die":[109],"vorliegenden,":[110],"noch":[111],"vorl\u00e4ufigen":[112],"Ergebnisse":[113],"deuten":[114],"an,":[115],"dass":[116],"verwendeten":[118],"LLM":[119],"dem":[120],"kontrastierten":[121],"regelbasierten":[122],"NLP-Ansatz":[123],"deutlich":[124],"\u00fcberlegen":[125]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}