{"id":"https://openalex.org/W6944686791","doi":"https://doi.org/10.18420/inf2023_23","title":"SIENA: Sprachmodellbasierte Identifikation und Extraktion von Nutzeranforderungen","display_name":"SIENA: Sprachmodellbasierte Identifikation und Extraktion von Nutzeranforderungen","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W6944686791","doi":"https://doi.org/10.18420/inf2023_23"},"language":"de","primary_location":{"id":"doi:10.18420/inf2023_23","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_23","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","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":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/inf2023_23","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zwanzig, Dorian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zwanzig, Dorian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kahl, Anja","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kahl, Anja","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Dietrich, Ute","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dietrich, Ute","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.5270404,"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/T10737","display_name":"Health Literacy and Information Accessibility","score":0.17679999768733978,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.17679999768733978,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.07249999791383743,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.07159999758005142,"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/transformer","display_name":"Transformer","score":0.39399999380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4277999997138977},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.39399999380111694},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3709000051021576},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3041999936103821},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2879999876022339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2485000044107437},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2476000040769577},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.24150000512599945},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2361000031232834},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19769999384880066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2023_23","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_23","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/inf2023_23","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_23","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5615143179893494,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"diesem":[1],"Artikel":[2],"wird":[3],"eine":[4,21,68],"innovative":[5],"Methode":[6,30],"zur":[7,23,41],"Identifikation":[8],"und":[9,38,70],"Extraktion":[10],"von":[11],"Nutzeranforderungen":[12],"aus":[13],"nat\u00fcrlichsprachlichen":[14],"Quellen":[15],"pr\u00e4sentiert.":[16],"Als":[17],"Ausgangsbasis":[18],"dient":[19],"uns":[20],"Fallstudie":[22],"Entwicklung":[24],"einer":[25],"Fachanwendung":[26],"f\u00fcr":[27],"Physiotherapeuten.":[28],"Die":[29,60],"nutzt":[31],"OpenAI's":[32],"Generative":[33],"Pretrained":[34],"Transformer":[35],"(GPT)":[36],"Modelle":[37],"deren":[39],"F\u00e4higkeit":[40],"Verarbeitung":[42],"nat\u00fcrlicher":[43],"Sprache.":[44],"Eine":[45],"quantitative":[46],"Analyse":[47],"wurde":[48],"durchgef\u00fchrt,":[49],"um":[50],"die":[51,65],"Wirksamkeit":[52],"dieser":[53],"Sprachmodelle":[54],"bei":[55,73],"der":[56,74],"Anforderungsanalyse":[57,75],"zu":[58],"bewerten.":[59],"Ergebnisse":[61],"zeigen":[62],"deutlich,":[63],"dass":[64],"verwendeten":[66],"GPT-Modelle":[67],"effektive":[69],"kosteng\u00fcnstige":[71],"Unterst\u00fctzung":[72],"sein":[76],"k\u00f6nnen.":[77]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}