{"id":"https://openalex.org/W6967165076","doi":"https://doi.org/10.5281/zenodo.10698346","title":"Tracing the Transformation of the Labour Market through Historical Job Advertisements","display_name":"Tracing the Transformation of the Labour Market through Historical Job Advertisements","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W6967165076","doi":"https://doi.org/10.5281/zenodo.10698346"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10698346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10698346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10698346","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Venglarova, Klara","orcid":"https://orcid.org/0009-0007-6441-7795"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Venglarova, Klara","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0009-0007-6441-7795","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Adam, Raven","orcid":"https://orcid.org/0000-0001-7841-2601"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Adam, Raven","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0000-0001-7841-2601","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M\u00f6lzer, Wiltrud","orcid":"https://orcid.org/0009-0002-9517-4531"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"M\u00f6lzer, Wiltrud","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0009-0002-9517-4531","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Balasubramanian, Saranya","orcid":null},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Balasubramanian, Saranya","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":null,"display_name":"F\u00fcllsack, Manfred","orcid":"https://orcid.org/0000-0002-7772-4061"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"F\u00fcllsack, Manfred","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0000-0002-7772-4061","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kleinert, J\u00f6rn","orcid":"https://orcid.org/0000-0002-1167-9245"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kleinert, J\u00f6rn","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0000-0002-1167-9245","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"last","author":{"id":null,"display_name":"Vogeler, Georg","orcid":"https://orcid.org/0000-0002-1726-1712"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Vogeler, Georg","raw_affiliation_strings":["Universit\u00e4t Graz, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0000-0002-1726-1712","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Graz, \u00d6sterreich","institution_ids":["https://openalex.org/I15766117"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I15766117"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64023266,"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/T13800","display_name":"Earthquake and Disaster Impact Studies","score":0.11630000174045563,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T13800","display_name":"Earthquake and Disaster Impact Studies","score":0.11630000174045563,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.1111999973654747,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.06880000233650208,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.8357999920845032},{"id":"https://openalex.org/keywords/spelling","display_name":"Spelling","score":0.6169000267982483},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5437999963760376},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5076000094413757},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5002999901771545},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.41839998960494995},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.3643999993801117}],"concepts":[{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.8357999920845032},{"id":"https://openalex.org/C2777801307","wikidata":"https://www.wikidata.org/wiki/Q2088390","display_name":"Spelling","level":2,"score":0.6169000267982483},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5437999963760376},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.5153999924659729},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5076000094413757},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5002999901771545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4848000109195709},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.375},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3643999993801117},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.362199991941452},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.3603000044822693},{"id":"https://openalex.org/C2992414748","wikidata":"https://www.wikidata.org/wiki/Q11033","display_name":"Print media","level":3,"score":0.34310001134872437},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.335099995136261},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32249999046325684},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30410000681877136},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.263700008392334},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C58346731","wikidata":"https://www.wikidata.org/wiki/Q627339","display_name":"Job analysis","level":3,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10698346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10698346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.5281/zenodo.10698346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10698346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5438776612281799,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,70,97],"JobAds":[1],"project":[2,98],"aims":[3],"to":[4,29,81,116,126],"investigate":[5],"the":[6,9,48,83,111,118],"transformation":[7],"of":[8,35,72,85],"labor":[10],"market":[11],"by":[12,58],"analyzing":[13],"historical":[14],"job":[15,36,128,132],"advertisements":[16],"from":[17,20,103],"digitized":[18,107],"newspapers":[19],"1850-1950.":[21],"We":[22],"use":[23],"Natural":[24],"Language":[25,87],"Processing":[26],"(NLP)":[27],"techniques":[28],"extract":[30],"and":[31,65,92,106,120,134,140,145],"analyze":[32,131],"various":[33],"aspects":[34],"ads,":[37],"such":[38,89],"as":[39,90],"positions,":[40],"skills,":[41],"or":[42],"media":[43],"strategies.":[44],"One":[45],"challenge":[46],"is":[47,56],"need":[49],"for":[50,142],"high-quality":[51],"machine-readable":[52],"textual":[53],"data,":[54],"which":[55],"hindered":[57],"errors":[59],"in":[60,137],"Optical":[61,66],"Layout":[62],"Recognition":[63,68],"(OLR)":[64],"Character":[67],"(OCR).":[69],"impact":[71],"OCR":[73,121],"quality":[74],"on":[75],"NLP":[76],"tasks":[77],"will":[78],"be":[79],"evaluated":[80],"determine":[82],"necessity":[84],"post-corrections.":[86],"variations,":[88],"spelling":[91],"abbreviations,":[93],"pose":[94],"additional":[95],"challenges.":[96],"also":[99],"considers":[100],"potential":[101],"bias":[102],"external":[104],"factors":[105],"newspaper":[108],"processing.":[109],"In":[110],"first":[112],"phase,":[113],"we":[114,124],"aim":[115],"improve":[117],"OLR":[119],"results,":[122],"afterwards":[123],"plan":[125],"examine":[127],"ad":[129],"structure,":[130],"descriptions,":[133],"identify":[135],"trends":[136],"employment":[138],"dynamics":[139],"demand":[141],"specific":[143],"occupations":[144],"skills":[146],"over":[147],"time.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
