{"id":"https://openalex.org/W6963072178","doi":"https://doi.org/10.18420/inf2023_92","title":"Computergest\u00fctzte Bildtypenanalyse durch Zero-Shot Klassifikation mit CLIP","display_name":"Computergest\u00fctzte Bildtypenanalyse durch Zero-Shot Klassifikation mit CLIP","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W6963072178","doi":"https://doi.org/10.18420/inf2023_92"},"language":"de","primary_location":{"id":"doi:10.18420/inf2023_92","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_92","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/inf2023_92","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Achmann, Michael","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Achmann, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Wolff, Christian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wolff, Christian","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"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":0.37206007,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.249099999666214,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.249099999666214,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.24459999799728394,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.05730000138282776,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/context","display_name":"Context (archaeology)","score":0.2689000070095062},{"id":"https://openalex.org/keywords/video-recording","display_name":"Video recording","score":0.22540000081062317}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3871000111103058},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.36010000109672546},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.32820001244544983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2953000068664551},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2904999852180481},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2669000029563904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2558000087738037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22609999775886536},{"id":"https://openalex.org/C2988634675","wikidata":"https://www.wikidata.org/wiki/Q34508","display_name":"Video recording","level":2,"score":0.22540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2023_92","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_92","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/inf2023_92","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2023_92","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Wir":[0],"stellen":[1],"unsere":[2],"computergest\u00fctzte":[3],"Bildtypenanalyse":[4,49],"mittels":[5],"CLIP":[6],"am":[7],"Beispiel":[8],"einer":[9],"Analyse":[10],"visueller":[11],"Social":[12],"Media-Inhalte":[13],"vor":[14],"und":[15,42,60,68,110],"evaluieren":[16],"diese.":[17],"Dabei":[18],"betrachten":[19],"wir":[20,51,103],"2208":[21],"Instagram":[22],"Stories":[23,57,77],"aus":[24],"dem":[25],"Bundestagswahlkampf":[26],"2021,":[27],"die":[28,48,123],"in":[29,61,117],"den":[30,37,104],"letzten":[31],"zwei":[32],"Wochen":[33],"des":[34],"Wahlkampfs":[35],"auf":[36],"Kan\u00e4len":[38],"von":[39],"acht":[40],"Parteien":[41],"14":[43],"Spitzenkandidierenden":[44],"ver\u00f6ffentlicht":[45],"wurden.":[46],"Durch":[47],"konnten":[50],"feststellen,":[52],"dass":[53],"der":[54,56,76,92],"Gro\u00dfteil":[55],"Wahlkampfveranstaltungen":[58],"dokumentiert":[59],"einem":[62,74],"kleineren":[63],"Teil":[64,91],"Inhalte":[65],"anderer":[66],"Plattformen":[67],"Formate":[69],"geteilt":[70],"werden.":[71,100],"Bei":[72],"ca.":[73],"F\u00fcnftel":[75],"stehen":[78],"sachpolitische":[79],"Themen":[80],"im":[81],"Mittelpunkt.":[82],"Die":[83],"automatisierte":[84],"Klassifikation":[85,116],"hat":[86],"insgesamt":[87],"mittelm\u00e4\u00dfig":[88],"funktioniert,":[89],"ein":[90],"Bildtypen":[93,127],"konnte":[94],"aber":[95],"mit":[96],"guter":[97],"Performance":[98,124],"klassifiziert":[99],"Deshalb":[101],"sehen":[102],"Bedarf":[105],"f\u00fcr":[106],"systematisches":[107],"Prompt":[108],"Engineering":[109],"schlagen":[111],"eine":[112],"Few-Shot":[113],"/":[114],"Ensemble":[115],"zuk\u00fcnftigen":[118],"Vorhaben":[119],"zu":[120,128],"testen,":[121],"um":[122],"\u00fcber":[125],"alle":[126],"erh\u00f6hen.":[129]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
