{"id":"https://openalex.org/W2803097301","doi":"https://doi.org/10.1186/s13673-018-0132-y","title":"Intelligent smart home energy efficiency model using artificial TensorFlow engine","display_name":"Intelligent smart home energy efficiency model using artificial TensorFlow engine","publication_year":2018,"publication_date":"2018-04-14","ids":{"openalex":"https://openalex.org/W2803097301","doi":"https://doi.org/10.1186/s13673-018-0132-y","mag":"2803097301"},"language":"en","primary_location":{"id":"doi:10.1186/s13673-018-0132-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-018-0132-y","pdf_url":"https://hcis-journal.springeropen.com/track/pdf/10.1186/s13673-018-0132-y","source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://hcis-journal.springeropen.com/track/pdf/10.1186/s13673-018-0132-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046469400","display_name":"Hana Jo","orcid":null},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hana Jo","raw_affiliation_strings":["Department of IT Engineering, Sookmyung Women\u2019s University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","Department of IT Engineering, Sookmyung Women's University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Engineering, Sookmyung Women\u2019s University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","institution_ids":["https://openalex.org/I31766871"]},{"raw_affiliation_string":"Department of IT Engineering, Sookmyung Women's University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","institution_ids":["https://openalex.org/I31766871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112023956","display_name":"Yong Ik Yoon","orcid":null},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong Ik Yoon","raw_affiliation_strings":["Department of IT Engineering, Sookmyung Women\u2019s University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","Department of IT Engineering, Sookmyung Women's University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Engineering, Sookmyung Women\u2019s University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","institution_ids":["https://openalex.org/I31766871"]},{"raw_affiliation_string":"Department of IT Engineering, Sookmyung Women's University, Chungpa-Dong 2-Ga, Yongsan-Gu, Seoul, 140-742, South Korea","institution_ids":["https://openalex.org/I31766871"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046469400"],"corresponding_institution_ids":["https://openalex.org/I31766871"],"apc_list":null,"apc_paid":null,"fwci":6.4487,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.96890135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9995999932289124,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.992900013923645,"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/computer-science","display_name":"Computer science","score":0.6648064255714417},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6568657159805298},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.586830198764801},{"id":"https://openalex.org/keywords/smart-environment","display_name":"Smart environment","score":0.5179430842399597},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.4225555956363678},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3956989049911499},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2983614206314087},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14504897594451904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6648064255714417},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6568657159805298},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.586830198764801},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.5179430842399597},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.4225555956363678},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3956989049911499},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2983614206314087},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14504897594451904},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13673-018-0132-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-018-0132-y","pdf_url":"https://hcis-journal.springeropen.com/track/pdf/10.1186/s13673-018-0132-y","source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d20175ef75f8428c80ccbd8c6e4403bc","is_oa":true,"landing_page_url":"https://doaj.org/article/d20175ef75f8428c80ccbd8c6e4403bc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human-Centric Computing and Information Sciences, Vol 8, Iss 1, Pp 1-18 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13673-018-0132-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-018-0132-y","pdf_url":"https://hcis-journal.springeropen.com/track/pdf/10.1186/s13673-018-0132-y","source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1739134435","display_name":null,"funder_award_id":"IITP-","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G266217951","display_name":null,"funder_award_id":"IITP-2018","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803097301.pdf","grobid_xml":"https://content.openalex.org/works/W2803097301.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W64558420","https://openalex.org/W1515685044","https://openalex.org/W1517879342","https://openalex.org/W1541288193","https://openalex.org/W1877678121","https://openalex.org/W1882088395","https://openalex.org/W1919960520","https://openalex.org/W1987910800","https://openalex.org/W1998690350","https://openalex.org/W2065119807","https://openalex.org/W2085956717","https://openalex.org/W2104020946","https://openalex.org/W2110685331","https://openalex.org/W2111619626","https://openalex.org/W2113796814","https://openalex.org/W2117307746","https://openalex.org/W2132467458","https://openalex.org/W2133417935","https://openalex.org/W2137693329","https://openalex.org/W2141188933","https://openalex.org/W2142567154","https://openalex.org/W2263716830","https://openalex.org/W2271840356","https://openalex.org/W2286319773","https://openalex.org/W2289793169","https://openalex.org/W2296193698","https://openalex.org/W2314153399","https://openalex.org/W2333272860","https://openalex.org/W2402144811","https://openalex.org/W2474529778","https://openalex.org/W2543909292","https://openalex.org/W2618003571","https://openalex.org/W2731923142","https://openalex.org/W2780939494"],"related_works":["https://openalex.org/W3161928361","https://openalex.org/W3111735654","https://openalex.org/W4245411178","https://openalex.org/W2025097146","https://openalex.org/W4306734797","https://openalex.org/W2754552955","https://openalex.org/W2490080959","https://openalex.org/W2294439939","https://openalex.org/W2000658861","https://openalex.org/W4366456819"],"abstract_inverted_index":{"Abstract":[0],"Smart":[1],"home":[2,45,77,109,283],"and":[3,9,66,111,172,217,237,251,267,302],"IoT-related":[4],"technologies":[5],"are":[6,13,29,155],"developing":[7],"rapidly,":[8],"various":[10],"smart":[11,27,44,76,108,150,282,322],"devices":[12,40,51,70,130,279],"being":[14],"developed":[15,56,63],"to":[16,37,100,121,131,186,199,203,257,264,284,310,315],"help":[17,258],"users":[18],"enjoy":[19],"a":[20,32,149,160,167,188,213,281],"more":[21],"comfortable":[22],"lifestyle.":[23],"However,":[24],"the":[25,39,43,58,64,89,107,179,192,204,210,219,253,269,277,297,316,321],"existing":[26],"homes":[28],"limited":[30],"by":[31,57,196,222,305],"scarcity":[33],"of":[34,191,212,299],"operating":[35,82],"systems":[36],"integrate":[38],"that":[41,62,78,127,233],"constitute":[42],"environment.":[46,205],"This":[47],"is":[48,119,229,242],"because":[49,88],"these":[50,69,116,292],"use":[52,312],"independent":[53],"IoT":[54,129,144,278,317],"platforms":[55],"brand":[59],"or":[60],"company":[61],"device,":[65],"they":[67],"produce":[68],"based":[71],"on":[72,106],"self-service":[73],"modules.":[74],"A":[75],"lacks":[79],"an":[80,85,123,230,238],"integrated":[81,124],"system":[83,126],"becomes":[84],"organizational":[86],"hassle":[87],"user":[90],"must":[91],"then":[92],"manage":[93,136,268],"each":[94,132,288],"device":[95],"individually.":[96],"Furthermore,":[97],"this":[98],"leads":[99],"problems":[101,298],"such":[102],"as":[103,143,159,166],"excessive":[104],"traffic":[105],"network":[110,300,308],"energy":[112,164,303,313],"wastage.":[113],"To":[114,134],"overcome":[115],"problems,":[117],"it":[118],"necessary":[120],"build":[122],"management":[125],"connects":[128],"other.":[133,289],"efficiently":[135],"IoT,":[137],"we":[138],"propose":[139],"three":[140,153,273],"intelligent":[141,184,274,293],"models":[142,154,275,294],"platform":[145,232],"application":[146],"services":[147],"for":[148,244],"home.":[151,323],"The":[152,224],"intelligence":[156,163,173],"awareness":[157,190],"target":[158],"service":[161,168,174,260,270],"(IAT),":[162],"efficiency":[165],"(IE":[169],"2":[170,207,248],"S),":[171],"TAS":[175],"(IST).":[176],"IAT":[177,182],"manages":[178],"\u201cthings\u201d":[180],"stage.":[181,271],"uses":[183,226],"learning":[185],"acquire":[187],"situational":[189],"data":[193,201,220,245],"values":[194],"generated":[195],"things":[197],"(sensors)":[198],"collect":[200],"according":[202,314],"IE":[206,247],"S":[208,249],"performs":[209],"role":[211],"server":[214,225],"(IoT":[215],"platform)":[216],"processes":[218],"collected":[221],"IAT.":[223],"Mobius,":[227],"which":[228],"open-source":[231],"follows":[234],"international":[235],"standards,":[236],"artificial":[239],"TensorFlow":[240],"engine":[241],"used":[243],"learning.":[246],"analyzes":[250],"learns":[252],"users\u2019":[254],"usage":[255,318],"patterns":[256,319],"provide":[259],"automatically.":[261],"IST":[262],"helps":[263],"provide,":[265],"control,":[266],"These":[272],"allow":[276],"in":[280,320],"mutually":[285],"cooperate":[286],"with":[287],"In":[290],"addition,":[291],"can":[295],"resolve":[296],"congestion":[301],"wastage":[304],"reducing":[306],"unnecessary":[307],"tasks":[309],"systematically":[311]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
