{"id":"https://openalex.org/W4387524470","doi":"https://doi.org/10.15439/2023f8078","title":"Ausklasser - a classifier for German apprenticeship advertisements","display_name":"Ausklasser - a classifier for German apprenticeship advertisements","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4387524470","doi":"https://doi.org/10.15439/2023f8078"},"language":"en","primary_location":{"id":"doi:10.15439/2023f8078","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f8078","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/8078.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/8078.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000399604","display_name":"Kai Kr\u00fcger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134559","display_name":"Federal Institute for Vocational Education and Training","ror":"https://ror.org/0420tmj11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210134559"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kai Kr\u00fcger","raw_affiliation_strings":["German Federal Institute for Vocational Education and Training"],"affiliations":[{"raw_affiliation_string":"German Federal Institute for Vocational Education and Training","institution_ids":["https://openalex.org/I4210134559"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000399604"],"corresponding_institution_ids":["https://openalex.org/I4210134559"],"apc_list":null,"apc_paid":null,"fwci":2.5467,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88421053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"37","issue":null,"first_page":"171","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.384799987077713,"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"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.384799987077713,"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/german","display_name":"German","score":0.776764988899231},{"id":"https://openalex.org/keywords/apprenticeship","display_name":"Apprenticeship","score":0.7686475515365601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5938512682914734},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5148517489433289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44919630885124207},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34491974115371704},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.0999402105808258},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.0552615225315094}],"concepts":[{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.776764988899231},{"id":"https://openalex.org/C107806365","wikidata":"https://www.wikidata.org/wiki/Q253567","display_name":"Apprenticeship","level":2,"score":0.7686475515365601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5938512682914734},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5148517489433289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44919630885124207},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34491974115371704},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0999402105808258},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0552615225315094}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f8078","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f8078","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/8078.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:6dfc1f9f7e434ab09cd050e45394f6b7","is_oa":true,"landing_page_url":"https://doaj.org/article/6dfc1f9f7e434ab09cd050e45394f6b7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 37, Pp 165-172 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f8078","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f8078","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/8078.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387524470.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2896457183","https://openalex.org/W2906401677","https://openalex.org/W2908510526","https://openalex.org/W2948223045","https://openalex.org/W2963809228","https://openalex.org/W2965090413","https://openalex.org/W2978017171","https://openalex.org/W3114950584","https://openalex.org/W3166634311","https://openalex.org/W3174781392","https://openalex.org/W3178532247","https://openalex.org/W3191652638","https://openalex.org/W4205188046","https://openalex.org/W4224330054","https://openalex.org/W4285254250","https://openalex.org/W4316371401","https://openalex.org/W4365799947","https://openalex.org/W4385573894"],"related_works":["https://openalex.org/W2130264791","https://openalex.org/W4235622043","https://openalex.org/W2155887593","https://openalex.org/W2102428166","https://openalex.org/W1600547024","https://openalex.org/W3125491562","https://openalex.org/W2239395319","https://openalex.org/W2573907782","https://openalex.org/W2980420562","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"German":[1],"labor":[2,20,48,102],"market":[3,49,103],"system":[4],"heavily":[5],"relies":[6],"on":[7,54,60],"apprenticeships.Online":[8],"Job":[9],"Advertisements":[10],"(OJAs)":[11],"become":[12],"an":[13,120,134],"increasingly":[14],"important":[15],"data":[16],"source":[17],"to":[18,33,68,71,83,138],"monitor":[19],"market.Commonly,":[21],"researchers":[22],"use":[23],"Information":[24],"Extraction":[25],"(IE)":[26],"methods":[27],"from":[28,41,74,114,133],"Natural":[29],"Language":[30],"Processing":[31],"(NLP)":[32],"extract":[34],"entities":[35],"such":[36,57],"as":[37,58,104,106],"skills":[38],"and":[39,43,101,130],"tasks":[40],"OJAs":[42,92,108],"draw":[44],"conclusions":[45],"about":[46],"the":[47,61,97,140,149],"by":[50],"aggregating":[51],"them":[52],"based":[53,123],"relevant":[55],"variables":[56],"occupations.Depending":[59],"research":[62],"question,":[63],"it":[64],"may":[65,94,112],"be":[66,69,81],"valuable":[67],"able":[70],"exclude":[72],"apprenticeships":[73,116],"these":[75],"analyses,":[76],"because":[77],"apprentices":[78],"will":[79],"not":[80,95],"expected":[82],"have":[84],"a":[85,89],"specialized":[86],"skill-set":[87],"yet.As":[88],"result,":[90],"Apprentice":[91],"(AOJAs)":[93],"reflect":[96],"dynamics":[98],"in":[99],"occupations":[100],"much":[105],"Regular":[107],"(ROJAs).Furthermore,":[109],"certain":[110],"analyses":[111],"benefit":[113],"examining":[115],"exclusively.This":[117],"paper":[118],"provides":[119],"efficient":[121],"distilBERT":[122],"text":[124],"classification":[125],"model":[126],"for":[127],"this":[128,146],"task":[129,147],"discusses":[131],"findings":[132],"experiment":[135],"pipeline":[136],"designed":[137],"identify":[139],"best":[141],"possible":[142],"implementation":[143],"strategy":[144],"of":[145],"given":[148],"current":[150],"NLP":[151],"toolkit.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
