{"id":"https://openalex.org/W4406458045","doi":"https://doi.org/10.1109/bigdata62323.2024.10825187","title":"When IoT Meet LLMs: Applications and Challenges","display_name":"When IoT Meet LLMs: Applications and Challenges","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406458045","doi":"https://doi.org/10.1109/bigdata62323.2024.10825187"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039405967","display_name":"\u0130brahim K\u00f6k","orcid":"https://orcid.org/0000-0001-9787-8079"},"institutions":[{"id":"https://openalex.org/I149218525","display_name":"Ankara University","ror":"https://ror.org/01wntqw50","country_code":"TR","type":"education","lineage":["https://openalex.org/I149218525"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u0130brahim K\u00f6k","raw_affiliation_strings":["Ankara University,Department of AI and Data Engineering,Ankara,Turkey"],"affiliations":[{"raw_affiliation_string":"Ankara University,Department of AI and Data Engineering,Ankara,Turkey","institution_ids":["https://openalex.org/I149218525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114988483","display_name":"Orhan Demirci","orcid":null},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Orhan Demirci","raw_affiliation_strings":["Hacettepe University,Department of Computer Engineering,Ankara,Turkey"],"affiliations":[{"raw_affiliation_string":"Hacettepe University,Department of Computer Engineering,Ankara,Turkey","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076499033","display_name":"Suat \u00d6zdem\u0131r","orcid":"https://orcid.org/0000-0002-4588-4538"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suat \u00d6zdemir","raw_affiliation_strings":["Hacettepe University,Department of Computer Engineering,Ankara,Turkey"],"affiliations":[{"raw_affiliation_string":"Hacettepe University,Department of Computer Engineering,Ankara,Turkey","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039405967"],"corresponding_institution_ids":["https://openalex.org/I149218525"],"apc_list":null,"apc_paid":null,"fwci":18.7753,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.99270225,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"7075","last_page":"7084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9575999975204468,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9575999975204468,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9538000226020813,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9516000151634216,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5845025777816772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.581758439540863},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31218650937080383}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5845025777816772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.581758439540863},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31218650937080383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2896457183","https://openalex.org/W2983144534","https://openalex.org/W3027879771","https://openalex.org/W3170647102","https://openalex.org/W3173617765","https://openalex.org/W4221143046","https://openalex.org/W4226242988","https://openalex.org/W4309953112","https://openalex.org/W4321351832","https://openalex.org/W4377130677","https://openalex.org/W4386185575","https://openalex.org/W4387724821","https://openalex.org/W4387757573","https://openalex.org/W4391929663","https://openalex.org/W4391979508","https://openalex.org/W4393138529","https://openalex.org/W4394782981","https://openalex.org/W4398841363","https://openalex.org/W4400065514","https://openalex.org/W4400702922","https://openalex.org/W4401863519","https://openalex.org/W4402350363","https://openalex.org/W4402446610","https://openalex.org/W4402916969","https://openalex.org/W4403017434","https://openalex.org/W4403122878","https://openalex.org/W4403125540","https://openalex.org/W4403421327","https://openalex.org/W4403758818","https://openalex.org/W4403788105","https://openalex.org/W4403885219","https://openalex.org/W4404134026","https://openalex.org/W4404534210","https://openalex.org/W4404780808","https://openalex.org/W4404783584","https://openalex.org/W4405934565","https://openalex.org/W4406265325","https://openalex.org/W6777615688","https://openalex.org/W6809646742","https://openalex.org/W6811276687","https://openalex.org/W6846874006","https://openalex.org/W6853465110","https://openalex.org/W6856672063","https://openalex.org/W6857776163","https://openalex.org/W6862412920","https://openalex.org/W6868260766","https://openalex.org/W6868642155","https://openalex.org/W6870162725","https://openalex.org/W6873208869","https://openalex.org/W6873311558","https://openalex.org/W6879669037"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,13,54,76,174],"Large":[3],"Language":[4],"Models":[5],"(LLMs)":[6],"have":[7],"positively":[8],"and":[9,41,73,92,96,108,134,157,165],"efficiently":[10],"transformed":[11],"workflows":[12],"many":[14],"domains.":[15],"One":[16],"such":[17],"domain":[18],"with":[19,56,89],"significant":[20],"potential":[21],"for":[22,37,112,144,171],"LLM":[23],"integration":[24,33,67,86,130],"is":[25,123],"the":[26,49,85,117,124,175],"Internet":[27],"of":[28,52,79,87,119,177],"Things":[29],"(IoT),":[30],"where":[31],"this":[32,45,99,122],"brings":[34],"new":[35],"opportunities":[36],"improved":[38],"decision":[39,71],"making":[40,72],"system":[42,142],"interaction.":[43],"In":[44],"paper,":[46],"we":[47,83,138,161],"explore":[48,84],"various":[50],"roles":[51],"LLMs":[53,88],"IoT,":[55],"a":[57,77,140],"focus":[58],"on":[59],"their":[60],"reasoning":[61],"capabilities.":[62],"We":[63],"show":[64,97],"how":[65,98],"LLM-IoT":[66,178],"can":[68,101],"facilitate":[69],"advanced":[70],"contextual":[74],"understanding":[75],"variety":[78],"IoT":[80,114,146],"scenarios.":[81],"Furthermore,":[82],"edge,":[90,132],"fog,":[91,133],"cloud":[93,135],"computing":[94],"paradigms,":[95],"synergy":[100],"optimize":[102],"resource":[103],"utilization,":[104],"enhance":[105],"real-time":[106],"processing,":[107],"provide":[109,169],"scalable":[110],"solutions":[111],"complex":[113],"applications.":[115],"To":[116],"best":[118],"our":[120],"knowledge,":[121],"first":[125],"comprehensive":[126],"study":[127],"covering":[128],"IoT-LLM":[129],"between":[131],"systems.":[136],"Additionally,":[137],"propose":[139],"novel":[141],"model":[143],"industrial":[145],"applications":[147],"that":[148,168],"leverages":[149],"LLM-based":[150],"collective":[151],"intelligence":[152],"to":[153],"enable":[154],"predictive":[155],"maintenance":[156],"condition":[158],"monitoring.":[159],"Finally,":[160],"highlight":[162],"key":[163],"challenges":[164],"open":[166],"issues":[167],"insights":[170],"future":[172],"research":[173],"field":[176],"integration.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":20}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}