{"id":"https://openalex.org/W7162001492","doi":"https://doi.org/10.48550/arxiv.2605.20960","title":"JobArabi: An Arabic Corpus and Analysis of Job Announcements from Social Media","display_name":"JobArabi: An Arabic Corpus and Analysis of Job Announcements from Social Media","publication_year":2026,"publication_date":"2026-05-20","ids":{"openalex":"https://openalex.org/W7162001492","doi":"https://doi.org/10.48550/arxiv.2605.20960"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.20960","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.20960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.20960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136701750","display_name":"Wajdi Zaghouani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zaghouani, Wajdi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130383440","display_name":"Shimaa Amer Ibrahim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ibrahim, Shimaa Amer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104453218","display_name":"Mabrouka Bessghaier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bessghaier, Mabrouka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136639832","display_name":"Houda Bouamor","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bouamor, Houda","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":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12970","display_name":"Names, Identity, and Discrimination Research","score":0.18529999256134033,"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"}},"topics":[{"id":"https://openalex.org/T12970","display_name":"Names, Identity, and Discrimination Research","score":0.18529999256134033,"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"}},{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.11410000175237656,"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/T12415","display_name":"Employer Branding and e-HRM","score":0.10740000009536743,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource 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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6987000107765198},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6771000027656555},{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.6133000254631042},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.579800009727478},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5604000091552734},{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.47189998626708984},{"id":"https://openalex.org/keywords/linguistic-analysis","display_name":"Linguistic analysis","score":0.4480000138282776},{"id":"https://openalex.org/keywords/corpus-linguistics","display_name":"Corpus linguistics","score":0.43299999833106995}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6987000107765198},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6771000027656555},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.6133000254631042},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.579800009727478},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5604000091552734},{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.47189998626708984},{"id":"https://openalex.org/C2987219923","wikidata":"https://www.wikidata.org/wiki/Q777864","display_name":"Linguistic analysis","level":2,"score":0.4480000138282776},{"id":"https://openalex.org/C532629269","wikidata":"https://www.wikidata.org/wiki/Q865083","display_name":"Corpus linguistics","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.40619999170303345},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3926999866962433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3797000050544739},{"id":"https://openalex.org/C126349790","wikidata":"https://www.wikidata.org/wiki/Q905036","display_name":"Computational sociology","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33410000801086426},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2854999899864197},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C2778355071","wikidata":"https://www.wikidata.org/wiki/Q1933849","display_name":"Microdata (statistics)","level":4,"score":0.272599995136261},{"id":"https://openalex.org/C2779661781","wikidata":"https://www.wikidata.org/wiki/Q374132","display_name":"Blogosphere","level":3,"score":0.26440000534057617},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.20960","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.20960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.20960","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.20960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"JobArabi,":[3],"a":[4,47,137],"large-scale":[5],"corpus":[6,43],"of":[7,35,65,96,111,124,132],"Arabic":[8,54,133,163],"job":[9],"announcements":[10],"collected":[11],"from":[12,27,73],"social":[13,134,166],"media":[14,135],"between":[15],"January":[16],"2024":[17],"and":[18,29,62,76,79,87,93,120,144,153,168],"October":[19],"2025.":[20],"The":[21,42,68,147],"dataset":[22,70],"contains":[23],"20,528":[24],"public":[25],"posts":[26,72],"X":[28],"captures":[30],"more":[31],"than":[32],"two":[33],"years":[34],"employment-related":[36],"discourse":[37],"across":[38],"Arabic-speaking":[39],"online":[40,106],"communities.":[41],"was":[44],"compiled":[45],"using":[46],"linguistically":[48],"informed":[49],"query":[50],"framework":[51],"covering":[52],"21":[53],"keyword":[55],"families":[56],"that":[57],"reflect":[58],"gendered,":[59],"plural,":[60],"formal,":[61],"dialectal":[63],"expressions":[64],"recruitment":[66,125],"language.":[67],"resulting":[69],"includes":[71],"institutional,":[74],"commercial,":[75],"individual":[77],"accounts":[78],"provides":[80],"metadata":[81],"such":[82],"as":[83,136],"timestamps,":[84],"engagement":[85],"indicators,":[86],"geolocation":[88],"when":[89],"available,":[90],"enabling":[91],"temporal":[92],"regional":[94,115],"analysis":[95,100],"employment":[97],"discourse.":[98],"Quantitative":[99],"reveals":[101],"several":[102],"sociolinguistic":[103],"patterns":[104],"in":[105,117,162],"recruitment,":[107],"including":[108],"the":[109,121,130],"persistence":[110],"gendered":[112],"hiring":[113],"language,":[114],"variation":[116],"occupational":[118],"demand,":[119],"emotional":[122],"framing":[123],"messages.":[126],"These":[127],"findings":[128],"highlight":[129],"potential":[131],"resource":[138],"for":[139],"studying":[140],"labor":[141,170],"market":[142],"communication":[143],"linguistic":[145],"change.":[146],"JobArabi":[148],"corpus,":[149],"together":[150],"with":[151],"documentation":[152],"collection":[154],"scripts,":[155],"will":[156],"be":[157],"released":[158],"to":[159],"support":[160],"research":[161],"NLP,":[164],"computational":[165],"science,":[167],"digital":[169],"studies.":[171]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-22T00:00:00"}
