{"id":"https://openalex.org/W4366366181","doi":"https://doi.org/10.1109/itikd56332.2023.10099893","title":"Cost Saving Model For Lighting in Smart Cities","display_name":"Cost Saving Model For Lighting in Smart Cities","publication_year":2023,"publication_date":"2023-03-08","ids":{"openalex":"https://openalex.org/W4366366181","doi":"https://doi.org/10.1109/itikd56332.2023.10099893"},"language":"en","primary_location":{"id":"doi:10.1109/itikd56332.2023.10099893","doi":"https://doi.org/10.1109/itikd56332.2023.10099893","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itikd56332.2023.10099893","pdf_url":null,"source":{"id":"https://openalex.org/S7407089224","display_name":"International Conference on IT Innovation and Knowledge Discovery (ITIKD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5077928769","display_name":"Faisal Abduljalil Mohamed Ali Alsebea","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119050109","display_name":"Ahlia University","ror":"https://ror.org/006yvnr95","country_code":"BH","type":"education","lineage":["https://openalex.org/I119050109"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Faisal Abduljalil Mohamed Ali Alsebea","raw_affiliation_strings":["College of Information Technology, Ahlia University,IT Department,Kingdom of Bahrain","IT Department, College of Information Technology, Ahlia University, Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Ahlia University,IT Department,Kingdom of Bahrain","institution_ids":["https://openalex.org/I119050109"]},{"raw_affiliation_string":"IT Department, College of Information Technology, Ahlia University, Kingdom of Bahrain","institution_ids":["https://openalex.org/I119050109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004810415","display_name":"Suresh Subramanian","orcid":"https://orcid.org/0000-0002-4055-8725","observed_orcids":["https://orcid.org/0000-0002-4055-8725"]},"institutions":[{"id":"https://openalex.org/I119050109","display_name":"Ahlia University","ror":"https://ror.org/006yvnr95","country_code":"BH","type":"education","lineage":["https://openalex.org/I119050109"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Suresh Subramanian","raw_affiliation_strings":["College of Information Technology, Ahlia University,Multimedia Sciences Department,Kingdom of Bahrain","Multimedia Sciences Department, College of Information Technology, Ahlia University, Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Ahlia University,Multimedia Sciences Department,Kingdom of Bahrain","institution_ids":["https://openalex.org/I119050109"]},{"raw_affiliation_string":"Multimedia Sciences Department, College of Information Technology, Ahlia University, Kingdom of Bahrain","institution_ids":["https://openalex.org/I119050109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023555619","display_name":"Ruaa Omar Binsaddig","orcid":"https://orcid.org/0000-0002-8436-7218","observed_orcids":["https://orcid.org/0000-0002-8436-7218"]},"institutions":[{"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":["SA"],"is_corresponding":false,"raw_author_name":"Ruaa Binsaddig","raw_affiliation_strings":["College of Business Adminstration, University Of Business and Technology,Finance Department,Jeddah,Kingdom of Saudi Arabia","Finance Department, College of Business Adminstration, University Of Business and Technology, Jeddah, Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business Adminstration, University Of Business and Technology,Finance Department,Jeddah,Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I4210165529"]},{"raw_affiliation_string":"Finance Department, College of Business Adminstration, University Of Business and Technology, Jeddah, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I4210165529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.8032000064849854,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.8032000064849854,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.11209999769926071,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.01889999955892563,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-cities","display_name":"smart cities","score":0.7960000038146973},{"id":"https://openalex.org/keywords/street-lighting","display_name":"street lighting","score":0.7059999704360962},{"id":"https://openalex.org/keywords/energy-cost-savings","display_name":"energy cost reduction","score":0.796999990940094},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9190000295639038},{"id":"https://openalex.org/keywords/aiot","display_name":"AIoT","score":0.8600000143051147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6800000071525574},{"id":"https://openalex.org/keywords/random-forest-regression","display_name":"random forest regression","score":0.8190000057220459},{"id":"https://openalex.org/keywords/lighting-control","display_name":"lighting control","score":0.3050000071525574},{"id":"https://openalex.org/keywords/urban-energy-consumption","display_name":"urban energy consumption","score":0.8339999914169312}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7750815153121948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6536029577255249},{"id":"https://openalex.org/C89505729","wikidata":"https://www.wikidata.org/wiki/Q17105868","display_name":"Smart lighting","level":2,"score":0.6014972925186157},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5546542406082153},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5329868197441101},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4743584394454956},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.46091607213020325},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.43006250262260437},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4227522611618042},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.41374337673187256},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3165448307991028},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.30506032705307007},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.25081902742385864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1903969943523407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15454897284507751},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15302598476409912},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08137211203575134},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itikd56332.2023.10099893","doi":"https://doi.org/10.1109/itikd56332.2023.10099893","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itikd56332.2023.10099893","pdf_url":null,"source":{"id":"https://openalex.org/S7407089224","display_name":"International Conference on IT Innovation and Knowledge Discovery (ITIKD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Sustainable cities and communities","score":0.8787999749183655,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W773705385","https://openalex.org/W1957654261","https://openalex.org/W2594386136","https://openalex.org/W2754027415","https://openalex.org/W2945730492","https://openalex.org/W2946235659","https://openalex.org/W2950530279","https://openalex.org/W3017034177","https://openalex.org/W3035439026","https://openalex.org/W3134581311"],"related_works":["https://openalex.org/W2594386136","https://openalex.org/W3200765949","https://openalex.org/W2792215875","https://openalex.org/W7126197847","https://openalex.org/W7171691284","https://openalex.org/W3046391981","https://openalex.org/W3215332486","https://openalex.org/W7117417291","https://openalex.org/W3165533918","https://openalex.org/W4317564567"],"abstract_inverted_index":{"With":[0],"the":[1,12,25,29,32,50,63,78,124,136],"increase":[2],"in":[3,7,56,68,101,120],"technology":[4],"and":[5,10,19,27,48,71,98,109,127,133],"utilities":[6],"urban":[8],"areas":[9],"cities,":[11],"energy":[13],"consumption":[14],"increases":[15],"drastically.":[16],"New":[17],"ways":[18],"methods":[20],"became":[21],"necessary":[22],"to":[23,43],"reduce":[24],"expenditure":[26],"lower":[28],"cost":[30,137],"on":[31,86],"governing":[33],"entities":[34],"of":[35,40,52,77,80],"those":[36],"cities.":[37],"The":[38,82],"purpose":[39],"IoT":[41,67,96],"is":[42],"empower":[44],"smart":[45],"power":[46],"saving":[47],"leverage":[49],"use":[51],"other":[53],"technologies":[54],"which":[55],"turn":[57],"reduces":[58],"cost.":[59],"Many":[60],"countries":[61],"around":[62],"world":[64],"are":[65],"implementing":[66,87],"their":[69],"infrastructure":[70],"have":[72],"become":[73],"an":[74],"integrated":[75],"part":[76],"workings":[79],"society.":[81],"study":[83],"will":[84],"focus":[85],"a":[88,103,111,129],"solution":[89,104],"that":[90,105],"uses":[91],"AIoT,":[92],"data":[93],"gathered":[94],"from":[95],"devices":[97],"machine":[99],"learning":[100],"producing":[102],"can":[106],"accurately":[107],"predict":[108],"suggest":[110],"suitable":[112],"lighting":[113,131],"technique.":[114],"Random":[115],"Forest":[116],"Regressor":[117],"outperformed":[118],"well":[119],"predicting":[121],"accurately,":[122],"described":[123],"vehicular":[125],"count":[126],"suggested":[128],"proper":[130],"technique,":[132],"ultimately":[134],"reduced":[135],"by":[138],"certain":[139],"margin.":[140]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-04-21T00:00:00"}
