{"id":"https://openalex.org/W7087343694","doi":"https://doi.org/10.18420/inf2025_88","title":"Talking about tasks or just sharing job offers? A case study on job-related tweets","display_name":"Talking about tasks or just sharing job offers? A case study on job-related tweets","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7087343694","doi":"https://doi.org/10.18420/inf2025_88"},"language":"en","primary_location":{"id":"doi:10.18420/inf2025_88","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2025_88","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/inf2025_88","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Hein, Kristine","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hein, Kristine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Tiemann, Michael","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiemann, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"D\u00f6rpinghaus, Jens","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D\u00f6rpinghaus, Jens","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"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":0.5409087,"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/T12527","display_name":"Chemistry and Stereochemistry Studies","score":0.7516000270843506,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12527","display_name":"Chemistry and Stereochemistry Studies","score":0.7516000270843506,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13414","display_name":"Radioactive Decay and Measurement Techniques","score":0.1404999941587448,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.010999999940395355,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.5946999788284302},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5663999915122986},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4862000048160553},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.47940000891685486},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.414000004529953},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.40400001406669617},{"id":"https://openalex.org/keywords/job-shadow","display_name":"Job shadow","score":0.3630000054836273},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.3617999851703644}],"concepts":[{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.5946999788284302},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5663999915122986},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4862000048160553},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.47940000891685486},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.47200000286102295},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.44279998540878296},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.414000004529953},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.40400001406669617},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3772999942302704},{"id":"https://openalex.org/C103504046","wikidata":"https://www.wikidata.org/wiki/Q6206749","display_name":"Job shadow","level":5,"score":0.3630000054836273},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C2779018934","wikidata":"https://www.wikidata.org/wiki/Q1129653","display_name":"Everyday life","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.357699990272522},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3294999897480011},{"id":"https://openalex.org/C58346731","wikidata":"https://www.wikidata.org/wiki/Q627339","display_name":"Job analysis","level":3,"score":0.3287000060081482},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2897999882698059},{"id":"https://openalex.org/C107806365","wikidata":"https://www.wikidata.org/wiki/Q253567","display_name":"Apprenticeship","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.26440000534057617}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2025_88","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2025_88","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/inf2025_88","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2025_88","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":[{"display_name":"Decent work and economic growth","score":0.6922139525413513,"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":{"The":[0],"skills":[1],"and":[2,10,22,31,40,63,97,145,170],"qualifications":[3],"of":[4,19,54,61,99,123],"IT":[5],"professionals":[6],"are":[7,141],"constantly":[8],"changing":[9],"under":[11],"discussion.":[12],"In":[13],"particular,":[14],"we":[15,80,102,146],"see":[16,129],"the":[17,28,35,52,59,74,88,94],"impact":[18,53],"emerging":[20],"technologies":[21],"tools,":[23],"such":[24],"as":[25,91,93],"AI,":[26],"on":[27,164],"labor":[29,64,89],"market":[30,65],"their":[32],"reflection":[33],"in":[34,70,113,166],"broader":[36],"scientific":[37],"community,":[38],"media":[39,111],"everyday":[41],"life":[42],"[Do19;":[43],"He16].":[44],"Several":[45],"approaches":[46],"have":[47,118],"discussed":[48],"how":[49],"to":[50,72,82,107,151,155],"assess":[51],"computer":[55],"science":[56],"education":[57,62],"from":[58],"perspective":[60],"research":[66],"[HBE22;":[67],"SHL22].":[68],"However,":[69],"order":[71],"uncover":[73],"complex":[75],"dynamics":[76],"surrounding":[77],"vocational":[78],"education,":[79],"need":[81],"take":[83],"a":[84,104,120,131,157],"closer":[85],"look":[86],"at":[87],"demand":[90],"well":[92],"public":[95],"perception":[96],"valuation":[98],"professionals.":[100],"Therefore,":[101],"present":[103],"novel":[105],"approach":[106],"work":[108],"with":[109],"social":[110],"data,":[112],"particular":[114],"Twitter/X":[115],"data.":[116],"We":[117,162],"collected":[119],"large":[121],"dataset":[122],"job-related":[124],"X":[125],"data":[126],"(2007-2023)":[127],"but":[128],"that":[130],"word":[132],"list-based":[133],"searching":[134],"strategy":[135],"is":[136],"not":[137],"enough.":[138],"Most":[139],"tweets":[140,153],"actually":[142],"job":[143],"offers":[144],"will":[147],"discuss":[148],"several":[149],"strategies":[150],"categorize":[152],"accordingly":[154],"make":[156],"meaning":[158],"out":[159],"if":[160],"it.":[161],"focus":[163],"occupations":[165],"natural":[167],"sciences,":[168],"geography":[169],"informatics.":[171]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-11T00:00:00"}