{"id":"https://openalex.org/W4388100811","doi":"https://doi.org/10.1109/icset59111.2023.10295156","title":"A Review of Potential AI-Based Automation for IoT-Enabled Smart Homes","display_name":"A Review of Potential AI-Based Automation for IoT-Enabled Smart Homes","publication_year":2023,"publication_date":"2023-10-02","ids":{"openalex":"https://openalex.org/W4388100811","doi":"https://doi.org/10.1109/icset59111.2023.10295156"},"language":"en","primary_location":{"id":"doi:10.1109/icset59111.2023.10295156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icset59111.2023.10295156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on System Engineering and Technology (ICSET)","raw_type":"proceedings-article"},"type":"review","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/A5092958454","display_name":"Ying Mei Leong","orcid":"https://orcid.org/0000-0002-6330-1906"},"institutions":[{"id":"https://openalex.org/I4210148521","display_name":"Quest International University Perak","ror":"https://ror.org/04w8dt298","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210148521"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ying Mei Leong","raw_affiliation_strings":["Quest International University,Faculty of Computing and Engineering,Ipoh,Malaysia"],"affiliations":[{"raw_affiliation_string":"Quest International University,Faculty of Computing and Engineering,Ipoh,Malaysia","institution_ids":["https://openalex.org/I4210148521"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ean Heng Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ean Heng Lim","raw_affiliation_strings":["Universiti Tunku Abdul Rahman,Faculty of Information and Communication Technology,Ipoh,Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Tunku Abdul Rahman,Faculty of Information and Communication Technology,Ipoh,Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104535099","display_name":"Lip Khi Lim","orcid":"https://orcid.org/0000-0002-6929-5236"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lip Khi Lim","raw_affiliation_strings":["Newcastle University,School of Computing,Newcastle,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Newcastle University,School of Computing,Newcastle,United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092958454"],"corresponding_institution_ids":["https://openalex.org/I4210148521"],"apc_list":null,"apc_paid":null,"fwci":1.7826,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86098732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9970999956130981,"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/T13038","display_name":"Internet of Things and AI","score":0.9696999788284302,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7827084064483643},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.7208294868469238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6782522201538086},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.5673240423202515},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3602571487426758},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20254313945770264},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17378279566764832}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7827084064483643},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7208294868469238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6782522201538086},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.5673240423202515},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3602571487426758},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20254313945770264},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17378279566764832},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icset59111.2023.10295156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icset59111.2023.10295156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on System Engineering and Technology (ICSET)","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":29,"referenced_works":["https://openalex.org/W1837982953","https://openalex.org/W2004761097","https://openalex.org/W2054350231","https://openalex.org/W2559094099","https://openalex.org/W2598363319","https://openalex.org/W2788656561","https://openalex.org/W2789514313","https://openalex.org/W2803416686","https://openalex.org/W2805649478","https://openalex.org/W2903220614","https://openalex.org/W2922437194","https://openalex.org/W2972622343","https://openalex.org/W3044169463","https://openalex.org/W3135964176","https://openalex.org/W3167671497","https://openalex.org/W3194730353","https://openalex.org/W3210890577","https://openalex.org/W4200248334","https://openalex.org/W4213349859","https://openalex.org/W4220662349","https://openalex.org/W4220697267","https://openalex.org/W4308167307","https://openalex.org/W4366388689","https://openalex.org/W4378215591","https://openalex.org/W4389310598","https://openalex.org/W4390274045","https://openalex.org/W6791686909","https://openalex.org/W6809443646","https://openalex.org/W6839331194"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4311097251","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2358668433","https://openalex.org/W3161928361","https://openalex.org/W3111735654","https://openalex.org/W2130053764","https://openalex.org/W2377019487"],"abstract_inverted_index":{"The":[0,48,104,116],"Internet":[1],"of":[2,50,79,132],"Things":[3],"(IoT)":[4],"has":[5],"brought":[6],"significant":[7],"changes":[8],"in":[9,16,54,108],"the":[10,77,88,128],"way":[11],"we":[12],"interact":[13],"with":[14,22,44],"technology":[15],"our":[17],"homes.":[18,85,135],"Smart":[19],"homes":[20,57],"equipped":[21],"IoT":[23],"devices":[24,34],"offer":[25],"a":[26],"comfortable":[27],"and":[28,35,67,93,101,126,130,139,145],"convenient":[29],"lifestyle.":[30],"However,":[31,136],"managing":[32],"these":[33,61],"their":[36,98],"operations":[37],"can":[38,58,122],"be":[39,150],"challenging,":[40],"especially":[41],"for":[42,82],"individuals":[43],"limited":[45],"technical":[46,138],"expertise.":[47],"integration":[49],"artificial":[51],"intelligence":[52],"(AI)":[53],"IoT-based":[55,94,133],"smart":[56,84,95,134],"potentially":[59],"overcome":[60],"challenges":[62],"by":[63],"automating":[64],"device":[65],"management":[66],"enabling":[68],"proactive":[69],"responses":[70],"to":[71,149],"users\u2019":[72],"needs.":[73],"This":[74],"paper":[75],"investigates":[76],"potential":[78],"AI-based":[80,91,120],"automation":[81,92,121],"IoT-enabled":[83],"We":[86],"review":[87],"literature":[89],"on":[90],"homes,":[96],"highlighting":[97],"benefits,":[99],"challenges,":[100,141],"existing":[102],"solutions.":[103],"research":[105],"methodology":[106],"used":[107],"this":[109],"study":[110],"is":[111],"through":[112],"deep":[113],"learning":[114],"approach.":[115],"results":[117],"indicates":[118],"that":[119],"improve":[123],"user":[124],"experience":[125],"enhance":[127],"efficiency":[129],"effectiveness":[131],"some":[137],"ethical":[140],"such":[142],"as":[143],"privacy":[144],"security":[146],"concerns,":[147],"need":[148],"addressed.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}