{"id":"https://openalex.org/W4416377568","doi":"https://doi.org/10.48550/arxiv.2511.08343","title":"JobSphere: An AI-Powered Multilingual Career Copilot for Government Employment Platforms","display_name":"JobSphere: An AI-Powered Multilingual Career Copilot for Government Employment Platforms","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W4416377568","doi":"https://doi.org/10.48550/arxiv.2511.08343"},"language":null,"primary_location":{"id":"pmh:oai:arXiv.org:2511.08343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.08343","pdf_url":"https://arxiv.org/pdf/2511.08343","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2511.08343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120656558","display_name":"R Srihari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R, Srihari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120364448","display_name":"B V Adarsha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B, Adarsha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103994630","display_name":"Mohammed Hussain","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hussain, Mohammed Usman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100642842","display_name":"Shweta Singh","orcid":"https://orcid.org/0000-0002-3920-7426"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Singh, Shweta","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":true,"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/T13194","display_name":"ICT in Developing Communities","score":0.10890000313520432,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13194","display_name":"ICT in Developing Communities","score":0.10890000313520432,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12481","display_name":"Digital Accessibility for Disabilities","score":0.09610000252723694,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/T12128","display_name":"AI in Service Interactions","score":0.051899999380111694,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.7073000073432922},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6814000010490417},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5454999804496765},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4465999901294708},{"id":"https://openalex.org/keywords/job-placement","display_name":"Job placement","score":0.4259999990463257},{"id":"https://openalex.org/keywords/hindi","display_name":"Hindi","score":0.36959999799728394},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.3573000133037567}],"concepts":[{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.7073000073432922},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6814000010490417},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5454999804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5371000170707703},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4465999901294708},{"id":"https://openalex.org/C2992911641","wikidata":"https://www.wikidata.org/wiki/Q261362","display_name":"Job placement","level":3,"score":0.4259999990463257},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40380001068115234},{"id":"https://openalex.org/C519982507","wikidata":"https://www.wikidata.org/wiki/Q1568","display_name":"Hindi","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35019999742507935},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3463999927043915},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.32190001010894775},{"id":"https://openalex.org/C194669863","wikidata":"https://www.wikidata.org/wiki/Q808932","display_name":"Web accessibility","level":4,"score":0.3034999966621399},{"id":"https://openalex.org/C2994503098","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Job training","level":3,"score":0.30300000309944153},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.29179999232292175},{"id":"https://openalex.org/C170007233","wikidata":"https://www.wikidata.org/wiki/Q211017","display_name":"E-Government","level":3,"score":0.26930001378059387},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26409998536109924},{"id":"https://openalex.org/C2987496018","wikidata":"https://www.wikidata.org/wiki/Q1860","display_name":"English language","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2511.08343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.08343","pdf_url":"https://arxiv.org/pdf/2511.08343","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2511.08343","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.08343","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":"pmh:oai:arXiv.org:2511.08343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.08343","pdf_url":"https://arxiv.org/pdf/2511.08343","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416377568.pdf","grobid_xml":"https://content.openalex.org/works/W4416377568.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Users":[0],"of":[1,17,23,85,113,117,128,137],"government":[2,175],"employment":[3,38],"websites":[4],"commonly":[5],"face":[6],"engagement":[7],"and":[8,20,50,58,104,131],"accessibility":[9,155],"challenges":[10],"linked":[11],"to":[12,68,143,169],"navigational":[13],"complexity,":[14],"a":[15,21,110,124,132,139],"dearth":[16],"language":[18],"options,":[19],"lack":[22],"personalized":[24],"support.":[25],"This":[26],"paper":[27],"introduces":[28],"JobSphere,":[29],"an":[30],"AI-powered":[31],"career":[32],"assistant":[33],"that":[34,84,108],"is":[35,52],"redefining":[36],"the":[37,66,79,94,144,166],"platform":[39,67,147],"in":[40,55,160],"Punjab":[41],"called":[42],"PGRKAM.":[43],"JobSphere":[44,60,151],"employs":[45],"Retrieval-Augmented":[46],"Generation":[47],"(RAG)":[48],"architecture,":[49],"it":[51],"multilingual,":[53],"available":[54],"English,":[56],"Hindi":[57],"Punjabi.":[59],"technique":[61],"uses":[62],"4-bit":[63],"quantization,":[64],"allowing":[65],"deploy":[69],"on":[70],"consumer-grade":[71],"GPUs":[72],"(i.e.,":[73],"NVIDIA":[74],"RTX":[75],"3050":[76],"4GB),":[77],"making":[78],"implementation":[80,119],"89%":[81],"cheaper":[82],"than":[83],"cloud-based":[86],"systems.":[87],"Key":[88],"innovations":[89],"include":[90],"voice-enabled":[91],"interaction":[92],"with":[93,101],"assistant,":[95],"automated":[96],"mock":[97],"tests,":[98],"resume":[99],"parsing":[100],"skills":[102],"recognition,":[103],"embed-based":[105],"job":[106,171],"recommendation":[107],"achieves":[109],"precision@10":[111],"score":[112,136],"68%.":[114],"An":[115],"evaluation":[116],"JobSphere's":[118],"reveals":[120],"94%":[121],"factual":[122],"accuracy,":[123],"median":[125],"response":[126],"time":[127],"1.8":[129],"seconds,":[130],"System":[133],"Usability":[134],"Scale":[135],"78.5/100,":[138],"50%":[140],"improvement":[141],"compared":[142],"baseline":[145],"PGRKAM":[146],"context.":[148],"In":[149],"conclusion,":[150],"effectively":[152],"fills":[153],"significant":[154],"gaps":[156],"for":[157],"Punjab/Hindi-speaking":[158],"users":[159,167],"rural":[161],"locations,":[162],"while":[163],"also":[164],"affirming":[165],"access":[168],"trusted":[170],"content":[172],"provided":[173],"by":[174],"agencies.":[176]},"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-11-13T00:00:00"}