{"id":"https://openalex.org/W6925361335","doi":"https://doi.org/10.18420/inf2022_52","title":"Natural Language Processing (NLP) und der Datenschutz - Chancen und Risiken f\u00fcr den Schutz der Privatheit","display_name":"Natural Language Processing (NLP) und der Datenschutz - Chancen und Risiken f\u00fcr den Schutz der Privatheit","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W6925361335","doi":"https://doi.org/10.18420/inf2022_52"},"language":"de","primary_location":{"id":"pmh:oai:publica.fraunhofer.de:publica/427299","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/427299","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/inf2022_52","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Vogel, Inna","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vogel, Inna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Setz, Tahireh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Setz, Tahireh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Choi, Jeong-Eun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Choi, Jeong-Eun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Steinebach, Martin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steinebach, Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"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":0.50103984,"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/T10674","display_name":"School Choice and Performance","score":0.032600000500679016,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T10674","display_name":"School Choice and Performance","score":0.032600000500679016,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12978","display_name":"Innovative Teaching Methodologies in Social Sciences","score":0.03180000185966492,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12545","display_name":"Global Education and Multiculturalism","score":0.026200000196695328,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.19949999451637268},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.15760000050067902},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.15569999814033508}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.6762999892234802},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3668000102043152},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3052000105381012},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.19949999451637268},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1842000037431717},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.15760000050067902},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.15569999814033508},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14509999752044678},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.1412000060081482},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.13590000569820404}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:publica.fraunhofer.de:publica/427299","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/427299","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"doi:10.18420/inf2022_52","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2022_52","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/inf2022_52","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2022_52","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":{"Maschinelle":[0],"Lernverfahren":[1],"k\u00f6nnen":[2,16,30],"sowohl":[3],"Chancen":[4],"als":[5],"auch":[6,53,85],"Risiken":[7],"f\u00fcr":[8,43],"die":[9,44,59,67,73],"Privatheit":[10],"von":[11,56,70],"Daten":[12,24,40],"bedeuten.":[13],"Zum":[14],"einen":[15],"durch":[17],"Techniken":[18],"des":[19,79],"Natural":[20],"Language":[21],"Processings":[22],"personenbezogene":[23],"anonymisiert":[25],"werden":[26,50],"und":[27,62,76,94],"zum":[28,41],"anderen":[29],"maschinelle":[31],"Lernmodelle":[32],"selbst":[33],"hinsichtlich":[34],"der":[35,37,81,89,92,99],"Identifizierbarkeit":[36],"darin":[38],"enthaltenen":[39],"Risiko":[42],"Anonymit\u00e4t":[45],"werden.":[46],"In":[47],"dieser":[48],"Arbeit":[49],"beide":[51],"Aspekte,":[52],"im":[54],"Kontext":[55],"Angriffen":[57,71],"auf":[58,72],"KI,":[60],"diskutiert":[61],"L\u00f6sungsans\u00e4tze":[63],"besprochen.":[64],"Sodann":[65],"wird":[66],"datenschutzrechtliche":[68,90],"Dimension":[69],"KI":[74],"dargestellt":[75],"relevante":[77],"Vorschriften":[78],"Entwurfs":[80],"K\u00fcnstlichen-Intelligenz-Verordnung":[82],"beleuchtet.":[83],"Denn":[84],"hier":[86],"stehen":[87],"sich":[88],"Grundsatz":[91],"Datenminimierung":[93],"das":[95],"Interesse":[96],"am":[97],"Erhalt":[98],"Datenqualit\u00e4t":[100],"gegen\u00fcber":[101],"-":[102],"ein":[103],"scheinbar":[104],"dilemmatisches":[105],"Verh\u00e4ltnis.":[106]},"counts_by_year":[],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}