{"id":"https://openalex.org/W4405907368","doi":"https://doi.org/10.1109/jiot.2024.3523907","title":"AutoIoT: Automated IoT Platform Using Large Language Models","display_name":"AutoIoT: Automated IoT Platform Using Large Language Models","publication_year":2024,"publication_date":"2024-12-30","ids":{"openalex":"https://openalex.org/W4405907368","doi":"https://doi.org/10.1109/jiot.2024.3523907"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3523907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3523907","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5022187689","display_name":"Ye Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Cheng","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Jinan, China","School of Computer Science and Technology, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103077343","display_name":"Minghui Xu","orcid":"https://orcid.org/0000-0003-3675-3461"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Xu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Jinan, China","School of Computer Science and Technology, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333778","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0003-1126-6720"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["Department of Computer Science, Drexel University, Philadelphia, PA, USA","Department of Computer Science, Drexel University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"Department of Computer Science, Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377535","display_name":"Kun Li","orcid":"https://orcid.org/0000-0002-2026-9969"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Li","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Jinan, China","School of Computer Science and Technology, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruoxi Wang","orcid":"https://orcid.org/0009-0008-0836-9597"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruoxi Wang","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA","Northeastern University, USA"],"affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005010584","display_name":"Lian Yang","orcid":"https://orcid.org/0000-0002-3854-5001"},"institutions":[{"id":"https://openalex.org/I4210100830","display_name":"Shandong Tumor Hospital","ror":"https://ror.org/01413r497","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100830"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lian Yang","raw_affiliation_strings":["Tendering and Procurement Department, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, Shandong First Medical University, Tai’an, China","Shandong Cancer Hospital and Institute, Tendering and Procurement Department, Shandong First Medical University and Shandong Academy of Medical Sciences, China"],"affiliations":[{"raw_affiliation_string":"Tendering and Procurement Department, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, Shandong First Medical University, Tai’an, China","institution_ids":["https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Cancer Hospital and Institute, Tendering and Procurement Department, Shandong First Medical University and Shandong Academy of Medical Sciences, China","institution_ids":["https://openalex.org/I4210163399","https://openalex.org/I4210100830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022187689"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":12.2469,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.98570514,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"10","first_page":"13644","last_page":"13656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.4952000081539154,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.4952000081539154,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8432802557945251},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5664321780204773},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.35315799713134766},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3507292866706848},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32756999135017395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8432802557945251},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5664321780204773},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.35315799713134766},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3507292866706848},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32756999135017395}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3523907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3523907","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2234464642","display_name":null,"funder_award_id":"2023HWYQ-008","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G3371395175","display_name":null,"funder_award_id":"ZR2022ZD02","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5275511580","display_name":null,"funder_award_id":"U23A20302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6362666999","display_name":null,"funder_award_id":"62302266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8942805157","display_name":null,"funder_award_id":"62232010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2044736683","https://openalex.org/W2947175569","https://openalex.org/W2983277367","https://openalex.org/W3003250548","https://openalex.org/W3042771014","https://openalex.org/W3044738047","https://openalex.org/W3046246673","https://openalex.org/W3107210824","https://openalex.org/W3133661423","https://openalex.org/W3136780060","https://openalex.org/W3139131018","https://openalex.org/W3174828871","https://openalex.org/W3192636056","https://openalex.org/W4285261690","https://openalex.org/W4308430162","https://openalex.org/W4323652488","https://openalex.org/W4376630815","https://openalex.org/W4379598302","https://openalex.org/W4386260578","https://openalex.org/W4386869526","https://openalex.org/W4387485832","https://openalex.org/W4387869117","https://openalex.org/W4391725319","https://openalex.org/W4394745423","https://openalex.org/W4401043091","https://openalex.org/W4404781200","https://openalex.org/W4404801167","https://openalex.org/W4405181431","https://openalex.org/W4405182775","https://openalex.org/W6782280799","https://openalex.org/W6851775633","https://openalex.org/W6855425132","https://openalex.org/W6862699979","https://openalex.org/W6873538932"],"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":{"Internet":[0],"of":[1,92,185,205],"Things":[2],"(IoT)":[3],"platforms,":[4],"particularly":[5],"smart":[6,54,60,70],"home":[7,55,61,71],"platforms":[8,62],"providing":[9],"significant":[10],"convenience":[11],"to":[12,24,39,86,135,177,190],"people\u2019s":[13],"lives,":[14],"such":[15],"as":[16],"Apple":[17],"HomeKit":[18],"and":[19,82,101,130,148,158,207],"Samsung":[20],"SmartThings,":[21],"allow":[22],"users":[23,33,153],"create":[25],"automation":[26,41,65,99,138,156],"rules":[27,157],"through":[28,139],"trigger-action":[29],"programming.":[30],"However,":[31],"some":[32],"may":[34,96],"lack":[35],"the":[36,50,69,75,89,106,110,182,203],"necessary":[37],"knowledge":[38],"formulate":[40],"rules,":[42,100],"thus":[43],"preventing":[44],"them":[45],"from":[46,49,181],"fully":[47],"benefiting":[48],"conveniences":[51],"offered":[52],"by":[53,74],"technology.":[56],"To":[57],"address":[58],"this,":[59],"provide":[63],"predefined":[64],"policies":[66],"based":[67,124],"on":[68,112,125],"devices":[72],"registered":[73],"user.":[76],"Nevertheless,":[77],"these":[78],"policies,":[79],"being":[80],"pregenerated":[81],"relatively":[83],"simple,":[84],"fail":[85],"adequately":[87],"cover":[88],"diverse":[90],"needs":[91],"users.":[93],"Furthermore,":[94],"conflicts":[95],"arise":[97],"between":[98],"integrating":[102],"conflict":[103,146,165],"detection":[104],"into":[105],"IoT":[107,122,219],"platform":[108,123],"increases":[109],"burden":[111],"developers.":[113],"In":[114],"this":[115],"article,":[116],"we":[117,201],"propose":[118],"AutoIoT,":[119],"an":[120],"automated":[121],"large":[126],"language":[127],"models":[128],"(LLMs)":[129],"formal":[131],"verification":[132],"techniques,":[133],"designed":[134,176],"achieve":[136],"end-to-end":[137],"device":[140],"information":[141],"extraction,":[142],"LLM-based":[143],"rule":[144],"generation,":[145,187],"detection,":[147,166],"avoidance.":[149],"AutoIoT":[150,206,214],"can":[151,215],"help":[152],"generate":[154,191],"conflict-free":[155],"assist":[159],"developers":[160],"in":[161],"generating":[162],"codes":[163],"for":[164,193],"thereby":[167],"enhancing":[168],"their":[169,197],"experience.":[170],"A":[171],"code":[172,186,192],"adapter":[173],"has":[174],"been":[175],"separate":[178],"logical":[179],"reasoning":[180],"syntactic":[183],"details":[184],"enabling":[188],"LLMs":[189],"programming":[194],"languages":[195],"beyond":[196],"training":[198],"data.":[199],"Finally,":[200],"evaluated":[202],"performance":[204],"presented":[208],"a":[209],"case":[210],"study":[211],"demonstrating":[212],"how":[213],"integrate":[216],"with":[217],"existing":[218],"platforms.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":16}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}