{"id":"https://openalex.org/W4405180107","doi":"https://doi.org/10.1109/tce.2024.3512875","title":"LSTM-Based Citizens\u2019 QoL Provisioning in Smart Cities Using IoT-Enabled Environmental Sensors and Graphical Tools","display_name":"LSTM-Based Citizens\u2019 QoL Provisioning in Smart Cities Using IoT-Enabled Environmental Sensors and Graphical Tools","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405180107","doi":"https://doi.org/10.1109/tce.2024.3512875"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3512875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3512875","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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/A5104219941","display_name":"Zhiqing Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqing Bai","raw_affiliation_strings":["School of Electronic Engineering, Anhui Xinhua University, Hefei, China","Anhui Xinhua University, Hefei City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Anhui Xinhua University, Hefei, China","institution_ids":["https://openalex.org/I4210156464"]},{"raw_affiliation_string":"Anhui Xinhua University, Hefei City, China","institution_ids":["https://openalex.org/I4210156464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057724278","display_name":"Xuan Yang","orcid":"https://orcid.org/0000-0001-9796-8074"},"institutions":[{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Yang","raw_affiliation_strings":["School of Computer Science, Weifang University of Science and Technology, Weifang, China","Weifang University of Science and Technology, Weifang City, China"],"raw_orcid":"https://orcid.org/0000-0001-9796-8074","affiliations":[{"raw_affiliation_string":"School of Computer Science, Weifang University of Science and Technology, Weifang, China","institution_ids":["https://openalex.org/I4210136047"]},{"raw_affiliation_string":"Weifang University of Science and Technology, Weifang City, China","institution_ids":["https://openalex.org/I4210136047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115059648","display_name":"Junzhi Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I2801769982","display_name":"First Affiliated Hospital of Wenzhou Medical University","ror":"https://ror.org/03cyvdv85","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801769982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzhi Xiang","raw_affiliation_strings":["Emergency Department, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China","The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-8555-0483","affiliations":[{"raw_affiliation_string":"Emergency Department, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I27781120","https://openalex.org/I2801769982"]},{"raw_affiliation_string":"The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I27781120","https://openalex.org/I2801769982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049069083","display_name":"Hani Attar","orcid":"https://orcid.org/0000-0001-8028-7918"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]},{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["JO","SA"],"is_corresponding":false,"raw_author_name":"Hani Attar","raw_affiliation_strings":["Faculty of Engineering, Zarqa University, Zarqa, Jordan","Zarqa, Jordan; and the College of Engineering, Faculty of Engineering, Zarqa University, University of Business and Technology, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Zarqa University, Zarqa, Jordan","institution_ids":["https://openalex.org/I153687341"]},{"raw_affiliation_string":"Zarqa, Jordan; and the College of Engineering, Faculty of Engineering, Zarqa University, University of Business and Technology, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I153687341","https://openalex.org/I4210165529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103359485","display_name":"Lingyun Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161360","display_name":"Institute of Navigation","ror":"https://ror.org/05rmpy443","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lingyun Lu","raw_affiliation_strings":["Administration Department, Hefei Local Maritime (Port and Navigation) Management Service Center, Hefei, China","Hefei Local Maritime (Port and Navigation) Management Service Center, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Administration Department, Hefei Local Maritime (Port and Navigation) Management Service Center, Hefei, China","institution_ids":["https://openalex.org/I4210161360"]},{"raw_affiliation_string":"Hefei Local Maritime (Port and Navigation) Management Service Center, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohamadreza Khosravi","orcid":null},"institutions":[{"id":"https://openalex.org/I194604659","display_name":"Shiraz University of Medical Sciences","ror":"https://ror.org/01n3s4692","country_code":"IR","type":"education","lineage":["https://openalex.org/I194604659"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohamadreza Khosravi","raw_affiliation_strings":["Shiraz University of Medical Sciences, Shiraz, Fars, Iran","Lidoma Sanat Mehregan Part Ltd, Shiraz, Fars, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shiraz University of Medical Sciences, Shiraz, Fars, Iran","institution_ids":["https://openalex.org/I194604659"]},{"raw_affiliation_string":"Lidoma Sanat Mehregan Part Ltd, Shiraz, Fars, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090907709","display_name":"Hailin Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115558","display_name":"Wisdom Health (United States)","ror":"https://ror.org/02538qk16","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113968","https://openalex.org/I4210115558"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hailin Qin","raw_affiliation_strings":["Marketing Department, Anhui Saisi Wisdom for Safety Technology Company Ltd., Wuhu, China","Anhui Saisi Wisdom for Safety Technology Co., Ltd, Wuhu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marketing Department, Anhui Saisi Wisdom for Safety Technology Company Ltd., Wuhu, China","institution_ids":["https://openalex.org/I4210115558"]},{"raw_affiliation_string":"Anhui Saisi Wisdom for Safety Technology Co., Ltd, Wuhu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042205002","display_name":"Xiaolong Zhao","orcid":"https://orcid.org/0000-0001-5307-9187"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Xiaolong Zhao","raw_affiliation_strings":["Marketing Department, Anhui Zhongke Observation Intelligent Technology Company Ltd., Hefei, China","Anhui Zhongke Observation Intelligent Technology Co., Ltd, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marketing Department, Anhui Zhongke Observation Intelligent Technology Company Ltd., Hefei, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Anhui Zhongke Observation Intelligent Technology Co., Ltd, Hefei, China","institution_ids":["https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100884917","display_name":"Zongjiu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongjiu Zhu","raw_affiliation_strings":["School of Electronic Engineering, Anhui Xinhua University, Hefei, China","Anhui Xinhua University, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Anhui Xinhua University, Hefei, China","institution_ids":["https://openalex.org/I4210156464"]},{"raw_affiliation_string":"Anhui Xinhua University, Hefei, China","institution_ids":["https://openalex.org/I4210156464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014850098","display_name":"Dejuan Li","orcid":"https://orcid.org/0000-0002-9303-4597"},"institutions":[{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejuan Li","raw_affiliation_strings":["School of Computer Science, Weifang University of Science and Technology, Weifang, China","Weifang University of Science and Technology, Weifang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Weifang University of Science and Technology, Weifang, China","institution_ids":["https://openalex.org/I4210136047"]},{"raw_affiliation_string":"Weifang University of Science and Technology, Weifang City, China","institution_ids":["https://openalex.org/I4210136047"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32577974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"2","first_page":"4789","last_page":"4796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.8504999876022339,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11479","display_name":"Smart Cities and Technologies","score":0.8504999876022339,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7196338176727295},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6394100189208984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536690950393677},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.33490991592407227},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3098967969417572}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7196338176727295},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6394100189208984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536690950393677},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.33490991592407227},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3098967969417572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3512875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3512875","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2169828870","display_name":null,"funder_award_id":"yjs202104","funder_id":"https://openalex.org/F4320309154","funder_display_name":"Scientific Education and Research Institute"}],"funders":[{"id":"https://openalex.org/F4320309154","display_name":"Scientific Education and Research Institute","ror":"https://ror.org/029zvkg32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1973359108","https://openalex.org/W1975372198","https://openalex.org/W2339332955","https://openalex.org/W2551559628","https://openalex.org/W2809533013","https://openalex.org/W2921139866","https://openalex.org/W2936287033","https://openalex.org/W2951123913","https://openalex.org/W2979676221","https://openalex.org/W2981506654","https://openalex.org/W3012957873","https://openalex.org/W3013533281","https://openalex.org/W3016414288","https://openalex.org/W3021785726","https://openalex.org/W3094224817","https://openalex.org/W3094557230","https://openalex.org/W3095961138","https://openalex.org/W3124539583","https://openalex.org/W3133891902","https://openalex.org/W3138970751","https://openalex.org/W3157256502","https://openalex.org/W3192049744","https://openalex.org/W3210729643","https://openalex.org/W4298003646","https://openalex.org/W4310043624","https://openalex.org/W4321488515","https://openalex.org/W4362588160","https://openalex.org/W4381849238","https://openalex.org/W4385656458","https://openalex.org/W4385834063","https://openalex.org/W4386613060","https://openalex.org/W4387789936","https://openalex.org/W4390725533","https://openalex.org/W4392607844","https://openalex.org/W4392904605","https://openalex.org/W6748692869"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2893779165","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238"],"abstract_inverted_index":{"This":[0],"study":[1,63,151],"examines":[2],"the":[3,51,65,81,100,141,199],"role":[4],"of":[5,11,35,53,149],"Cyber-Physical":[6],"Systems":[7],"(CPS)":[8],"through":[9],"Internet":[10],"Things":[12],"(IoT)":[13],"devices,":[14],"and":[15,21,47,57,76,87,113,119,156,201],"advanced":[16],"machine":[17],"learning":[18],"in":[19,25,158,193],"monitoring":[20],"managing":[22],"air":[23,60,96,195],"pollution":[24,88,97],"future":[26],"smart":[27],"cities,":[28],"with":[29,40,138,164],"a":[30,161],"focus":[31],"on":[32,59],"enhancing":[33],"Quality":[34],"Life":[36],"(QoL).":[37],"CPS,":[38],"integrated":[39],"IoT":[41],"sensors,":[42],"enables":[43],"real-time":[44],"data":[45,122],"collection":[46],"analysis":[48,78],"to":[49,70,79,135],"understand":[50],"impact":[52],"power":[54,84,165],"plant":[55,85,166],"locations":[56],"operations":[58],"quality.":[61],"The":[62,147,179],"utilizes":[64],"Topographic":[66],"Position":[67],"Index":[68],"(TPI)":[69],"assess":[71],"how":[72],"topography":[73],"affects":[74],"pollution,":[75,137],"regression":[77],"explore":[80],"relationship":[82],"between":[83],"output":[86],"levels.":[89],"Long":[90],"Short-Term":[91],"Memory":[92],"(LSTM)":[93],"networks":[94],"forecast":[95],"trends,":[98],"while":[99],"CA-Markov":[101],"chain":[102],"method":[103],"predicts":[104],"spatial-temporal":[105],"patterns.":[106],"Graphical":[107],"tools,":[108],"such":[109],"as":[110],"heat":[111],"maps":[112],"trend":[114],"charts,":[115],"visualize":[116],"pollutant":[117],"distribution":[118],"progression,":[120],"making":[121],"more":[123,133],"accessible":[124],"for":[125,144],"decision-makers.":[126],"Findings":[127],"indicate":[128],"that":[129,154],"flat":[130],"areas":[131],"are":[132],"susceptible":[134],"higher":[136,162],"February":[139],"being":[140],"peak":[142],"month":[143],"most":[145],"pollutants.":[146,178],"results":[148],"this":[150],"also":[152],"showed":[153],"CO":[155],"CO2":[157],"spring":[159],"have":[160],"correlation":[163],"production":[167],"(R<inline-formula":[168,185],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[169,186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[170,187],"<tex-math":[171,188],"notation=\"LaTeX\">${^{{2}}}":[172,189],"=":[173,190],"0.85$":[174],"</tex-math></inline-formula>)":[175,192],"than":[176],"other":[177],"LSTM":[180],"model":[181],"shows":[182],"high":[183],"accuracy":[184],"0.84$":[191],"predicting":[194],"quality":[196],"trends":[197],"within":[198],"CPS":[200],"IoT-enabled":[202],"framework.":[203]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
