{"id":"https://openalex.org/W6925831578","doi":"https://doi.org/10.18420/inf2024_146","title":"Lektionen und Anwendungsf\u00e4lle aus der Implementierung von Retrieval-Augmented-Generation-Systemen","display_name":"Lektionen und Anwendungsf\u00e4lle aus der Implementierung von Retrieval-Augmented-Generation-Systemen","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6925831578","doi":"https://doi.org/10.18420/inf2024_146"},"language":"de","primary_location":{"id":"doi:10.18420/inf2024_146","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_146","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/inf2024_146","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"B\u00e4umer, Frederik Simon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B\u00e4umer, Frederik Simon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Brandt-Pook, Hans","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brandt-Pook, Hans","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Matutat, Andr\u00e9","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matutat, Andr\u00e9","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Maoro, Falk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maoro, Falk","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Pelkmann, David","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pelkmann, David","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Schultenk\u00e4mper, Sergej","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schultenk\u00e4mper, Sergej","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"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":0.5757033,"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/T14288","display_name":"Law, Rights, and Freedoms","score":0.03020000085234642,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T14288","display_name":"Law, Rights, and Freedoms","score":0.03020000085234642,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13713","display_name":"Diverse Perspectives in Modern Studies","score":0.02539999969303608,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.21930000185966492},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.18369999527931213},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.14030000567436218}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.6304000020027161},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2687999904155731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24979999661445618},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.21930000185966492},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.20479999482631683},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.18369999527931213},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.17739999294281006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17520000040531158},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.14030000567436218},{"id":"https://openalex.org/C142546437","wikidata":"https://www.wikidata.org/wiki/Q2661195","display_name":"Descriptive research","level":2,"score":0.1362999975681305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2024_146","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_146","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/inf2024_146","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_146","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Kleine":[0],"und":[1,12,33,46,54,65,97],"mittlere":[2],"Unternehmen":[3],"k\u00f6nnen":[4],"von":[5],"KI-Technologien":[6],"profitieren,":[7],"indem":[8,60],"sie":[9,26,61,99],"ihre":[10],"Effizienz":[11],"Wettbewerbsf\u00e4higkeit":[13],"steigern.":[14],"Retrieval-Augmented":[15],"Generation-Systeme":[16],"stellen":[17],"dabei":[18,27],"f\u00fcr":[19],"KMU":[20],"eine":[21],"wertvolle":[22],"Ressource":[23],"dar,":[24],"da":[25],"helfen,":[28],"gro\u00dfe":[29],"Datenmengen":[30],"systematisch":[31],"auszuwerten":[32],"gezielt":[34],"relevante":[35],"Informationen":[36],"zu":[37,58],"extrahieren.":[38],"Sie":[39],"versprechen":[40],"zudem":[41],"Verbesserungen":[42],"in":[43,100],"der":[44,69,80],"Informationsverarbeitung":[45],"zielen":[47],"darauf":[48],"ab,":[49],"Herausforderungen":[50],"wie":[51],"niedrige":[52],"Antwortqualit\u00e4t":[53],"Halluzinationen":[55],"durch":[56,93],"LLMs":[57],"mildern,":[59],"Dokumente":[62],"dynamisch":[63],"abrufen":[64],"diese":[66],"zur":[67],"Steuerung":[68],"Antworten":[70],"gro\u00dfer":[71],"Sprachmodelle":[72],"nutzen.":[73],"Jedoch":[74],"gibt":[75],"es":[76],"Herausforderungen,":[77],"die":[78,89,91],"w\u00e4hrend":[79],"Implementierung":[81],"auftreten":[82],"k\u00f6nnen.":[83],"In":[84],"dieser":[85],"Arbeit":[86],"er\u00f6rtern":[87],"wir":[88,92],"Erkenntnisse,":[90],"Fallstudien":[94],"gewonnen":[95],"haben,":[96],"setzen":[98],"Bezug":[101],"zum":[102],"aktuellen":[103],"Forschungsstand.":[104]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
