{"id":"https://openalex.org/W4414955680","doi":"https://doi.org/10.1109/wimob66857.2025.11257487","title":"Wifiqna: a Wifi Dataset for Large Language Models","display_name":"Wifiqna: a Wifi Dataset for Large Language Models","publication_year":2025,"publication_date":"2025-10-20","ids":{"openalex":"https://openalex.org/W4414955680","doi":"https://doi.org/10.1109/wimob66857.2025.11257487"},"language":"en","primary_location":{"id":"doi:10.1109/wimob66857.2025.11257487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob66857.2025.11257487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05146992","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119901549","display_name":"Anouar Zouhri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Anouar Zouhri","raw_affiliation_strings":["INPT,CS department,Rabat,Morocco","INPT - Institut National des Postes et T\u00e9l\u00e9communications [Rabat] (2, av ALLal EL Fassi - Madinat AL Irfane - Rabat - Morocco)"],"affiliations":[{"raw_affiliation_string":"INPT,CS department,Rabat,Morocco","institution_ids":["https://openalex.org/I4210153527"]},{"raw_affiliation_string":"INPT - Institut National des Postes et T\u00e9l\u00e9communications [Rabat] (2, av ALLal EL Fassi - Madinat AL Irfane - Rabat - Morocco)","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111927351","display_name":"Lynda Zitoune","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lynda Zitoune","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay,CNRS, CentraleSup&#x00E9;lec, Laboratoire des Signaux et Syst&#x00E8;mes 3, rue Joliot Curie,Gif-sur-Yvette,France,91190","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay,CNRS, CentraleSup&#x00E9;lec, Laboratoire des Signaux et Syst&#x00E8;mes 3, rue Joliot Curie,Gif-sur-Yvette,France,91190","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210097418","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013490584","display_name":"Iyad Lahsen-Cherif","orcid":"https://orcid.org/0000-0001-5743-377X"},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Iyad Lahsen-Cherif","raw_affiliation_strings":["INPT,CS department,Rabat,Morocco","INPT - Institut National des Postes et T\u00e9l\u00e9communications [Rabat] (2, av ALLal EL Fassi - Madinat AL Irfane - Rabat - Morocco)"],"affiliations":[{"raw_affiliation_string":"INPT,CS department,Rabat,Morocco","institution_ids":["https://openalex.org/I4210153527"]},{"raw_affiliation_string":"INPT - Institut National des Postes et T\u00e9l\u00e9communications [Rabat] (2, av ALLal EL Fassi - Madinat AL Irfane - Rabat - Morocco)","institution_ids":["https://openalex.org/I4210153527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5119901549"],"corresponding_institution_ids":["https://openalex.org/I4210153527"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29667387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.8741000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.8741000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10575","display_name":"Wireless Communication Networks Research","score":0.8616999983787537,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.8251000046730042,"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/process","display_name":"Process (computing)","score":0.6470000147819519},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4975000023841858},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4334999918937683},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.38989999890327454},{"id":"https://openalex.org/keywords/next-generation-network","display_name":"Next-generation network","score":0.33309999108314514},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.3138999938964844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540000081062317},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6470000147819519},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4975000023841858},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4334999918937683},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4101000130176544},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33889999985694885},{"id":"https://openalex.org/C110994511","wikidata":"https://www.wikidata.org/wiki/Q661020","display_name":"Next-generation network","level":3,"score":0.33309999108314514},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33009999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3172000050544739},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28060001134872437},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2703000009059906},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wimob66857.2025.11257487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob66857.2025.11257487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05146992v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05146992","pdf_url":null,"source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025","raw_type":"Preprints, Working Papers, ..."}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05146992v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05146992","pdf_url":null,"source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025","raw_type":"Preprints, Working Papers, ..."},"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":{"The":[0,101],"increasing":[1],"complexity":[2],"of":[3,36,64],"modern":[4],"WiFi":[5,38],"networks":[6],"aligns":[7],"them":[8],"more":[9],"closely":[10],"with":[11,41],"cellular":[12],"systems.":[13],"This":[14,57],"convergence":[15],"underscores":[16],"the":[17,34],"need":[18],"for":[19,69,94,99],"WiFi-specific":[20,107],"LLMs,":[21],"akin":[22],"to":[23,53],"ongoing":[24],"efforts":[25],"in":[26],"5":[27],"G.":[28],"An":[29],"essential":[30],"initial":[31],"step":[32],"is":[33],"design":[35],"a":[37,61,87],"dataset":[39,63],"compatible":[40],"LLM":[42,70],"requirements,":[43],"structurally":[44],"coherent,":[45],"and":[46,50,81,97,109,116],"containing":[47],"both":[48],"technical":[49],"general":[51,79],"information":[52],"ensure":[54],"broad":[55],"applicability.":[56],"work":[58],"introduces":[59],"WiFiQnA,":[60],"curated":[62],"WiFi-related":[65],"multiple-choice":[66,75],"questions":[67],"designed":[68],"fine-tuning.":[71],"We":[72,85],"define":[73],"two":[74],"question":[76,95],"(MCQ)":[77],"formats:":[78],"knowledge":[80],"procedural":[82],"configuration/troubleshooting":[83],"questions.":[84],"develop":[86],"multi-step":[88],"generation":[89,96],"framework":[90],"using":[91],"three":[92],"LLMs":[93],"four":[98],"validation.":[100],"process":[102],"integrates":[103],"filtered":[104],"telecom":[105],"datasets,":[106],"sources,":[108],"tailored":[110],"prompts,":[111],"ensuring":[112],"semantic":[113],"diversity,":[114],"accuracy,":[115],"reliability.":[117]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-09T00:00:00"}
