{"id":"https://openalex.org/W6925466256","doi":"https://doi.org/10.18420/informatik2021-096","title":"Brezel-Cast: Verkaufsprognose von Backwaren","display_name":"Brezel-Cast: Verkaufsprognose von Backwaren","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W6925466256","doi":"https://doi.org/10.18420/informatik2021-096"},"language":"de","primary_location":{"id":"doi:10.18420/informatik2021-096","is_oa":true,"landing_page_url":"https://doi.org/10.18420/informatik2021-096","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/informatik2021-096","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"D\u00f6ring, Nico","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D\u00f6ring, Nico","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kreiss, Jonathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kreiss, Jonathan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Schuster, Thomas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schuster, Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Volz, Raphael","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Volz, Raphael","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":0.54115977,"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/T12885","display_name":"Digital Innovation in Industries","score":0.17139999568462372,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12885","display_name":"Digital Innovation in Industries","score":0.17139999568462372,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10910","display_name":"Corporate Governance and Management","score":0.156700000166893,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.09600000083446503,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.14800000190734863},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.1460999995470047},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.1251000016927719}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29750001430511475},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.27799999713897705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25040000677108765},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.24449999630451202},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1858000010251999},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1582999974489212},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.14800000190734863},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.1460999995470047},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.1251000016927719},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.12359999865293503}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/informatik2021-096","is_oa":true,"landing_page_url":"https://doi.org/10.18420/informatik2021-096","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/informatik2021-096","is_oa":true,"landing_page_url":"https://doi.org/10.18420/informatik2021-096","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":[{"score":0.5161008834838867,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"diesem":[1],"Papier":[2],"diskutieren":[3],"wir":[4],"die":[5],"Anwendbarkeit":[6],"von":[7,14],"Verfahren":[8,38],"der":[9,26],"ku\u0308nstlichen":[10],"Intelligenz":[11],"zur":[12,31],"Prognose":[13,32],"Absatzzahlen":[15],"fu\u0308r":[16],"eine":[17,59],"B\u00e4ckerei":[18],"mittlerer":[19],"Gr\u00f6\u00dfe.":[20],"Dabei":[21],"wird":[22,57],"beschrieben,":[23],"wie":[24],"bei":[25],"Entwicklung":[27],"zus\u00e4tzliche":[28],"Daten":[29],"(Kontextinformationen)":[30],"genutzt":[33],"werden.":[34],"Daraufhin":[35],"werden":[36],"zwei":[37],"des":[39],"maschinellen":[40],"Lernens":[41],"trainiert":[42],"und":[43,52],"im":[44,63],"Ergebnis":[45],"miteinander":[46],"verglichen.":[47],"Neben":[48],"einer":[49],"abschlie\u00dfenden":[50],"Bewertung":[51],"Ausblick":[53],"auf":[54],"zuku\u0308nftige":[55],"Verbesserungen,":[56],"zudem":[58],"Einsch\u00e4tzung":[60],"zum":[61],"Einsatz":[62],"Produktivbetrieb":[64],"abgegeben.":[65]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}