{"id":"https://openalex.org/W4389568376","doi":"https://doi.org/10.1007/s00521-023-09310-5","title":"SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement","display_name":"SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4389568376","doi":"https://doi.org/10.1007/s00521-023-09310-5"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-09310-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09310-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09310-5.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09310-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027327484","display_name":"Samah A. Gamel","orcid":null},"institutions":[{"id":"https://openalex.org/I126427551","display_name":"Damietta University","ror":"https://ror.org/035h3r191","country_code":"EG","type":"education","lineage":["https://openalex.org/I126427551"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Samah A. Gamel","raw_affiliation_strings":["Faculty of Engineering, Horus University, Damietta, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Horus University, Damietta, Egypt","institution_ids":["https://openalex.org/I126427551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037222998","display_name":"Fatma M. Talaat","orcid":"https://orcid.org/0000-0001-6116-2191"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]},{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]},{"id":"https://openalex.org/I882248123","display_name":"Delta University for Science and Technology","ror":"https://ror.org/0481xaz04","country_code":"EG","type":"education","lineage":["https://openalex.org/I882248123"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Fatma M. Talaat","raw_affiliation_strings":["Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, Egypt","Faculty of Computer Science and Engineering, New Mansoura University, Gamasa, 35712, Egypt","Nile Higher Institute for Engineering and Technology, Mansoura, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, New Mansoura University, Gamasa, 35712, Egypt","institution_ids":["https://openalex.org/I159247623","https://openalex.org/I882248123"]},{"raw_affiliation_string":"Nile Higher Institute for Engineering and Technology, Mansoura, Egypt","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037222998"],"corresponding_institution_ids":["https://openalex.org/I130309236","https://openalex.org/I159247623","https://openalex.org/I882248123"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.9402,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.91905704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"36","issue":"8","first_page":"4293","last_page":"4309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.8060271739959717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.735540509223938},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6658164262771606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.552927553653717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5343600511550903},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.46373215317726135},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.44862064719200134},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44369223713874817},{"id":"https://openalex.org/keywords/sleep-quality","display_name":"Sleep quality","score":0.42022591829299927},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23810461163520813},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20329326391220093},{"id":"https://openalex.org/keywords/insomnia","display_name":"Insomnia","score":0.12657815217971802},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11626675724983215}],"concepts":[{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.8060271739959717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735540509223938},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6658164262771606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.552927553653717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5343600511550903},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.46373215317726135},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.44862064719200134},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44369223713874817},{"id":"https://openalex.org/C2983189541","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep quality","level":3,"score":0.42022591829299927},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23810461163520813},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20329326391220093},{"id":"https://openalex.org/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.12657815217971802},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11626675724983215},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-09310-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09310-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09310-5.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-023-09310-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09310-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09310-5.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389568376.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1927683963","https://openalex.org/W2156014240","https://openalex.org/W2607244037","https://openalex.org/W2628415303","https://openalex.org/W2774835643","https://openalex.org/W2884532811","https://openalex.org/W2898642424","https://openalex.org/W2949809416","https://openalex.org/W2977759318","https://openalex.org/W3000716545","https://openalex.org/W3012581557","https://openalex.org/W3045578620","https://openalex.org/W3176650635","https://openalex.org/W3177205902","https://openalex.org/W3200164201","https://openalex.org/W3203269949","https://openalex.org/W3205887666","https://openalex.org/W4211031120","https://openalex.org/W4213119020","https://openalex.org/W4214852349","https://openalex.org/W4220988906","https://openalex.org/W4224232805","https://openalex.org/W4281387680","https://openalex.org/W4283316156","https://openalex.org/W4285222317","https://openalex.org/W4286433173","https://openalex.org/W4288474802","https://openalex.org/W4293335334","https://openalex.org/W4294343683","https://openalex.org/W4297839521","https://openalex.org/W4310276118","https://openalex.org/W4312085894","https://openalex.org/W4312100216","https://openalex.org/W4320075841","https://openalex.org/W4321205551","https://openalex.org/W4321206931","https://openalex.org/W4321764340","https://openalex.org/W4322741185","https://openalex.org/W4323359397","https://openalex.org/W4327953907","https://openalex.org/W4353046620","https://openalex.org/W4361303525","https://openalex.org/W4362728148","https://openalex.org/W4367393401","https://openalex.org/W4379054522","https://openalex.org/W4379284395","https://openalex.org/W4379800006","https://openalex.org/W4380369697","https://openalex.org/W4383533401","https://openalex.org/W4385342336"],"related_works":["https://openalex.org/W4291951468","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644"],"abstract_inverted_index":{"Abstract":[0],"Sleep":[1],"is":[2,8,91],"an":[3,97,180],"essential":[4],"physiological":[5,86],"process":[6],"that":[7,139],"crucial":[9],"for":[10,104,161,183],"human":[11,126],"health":[12,47,167],"and":[13,21,29,37,52,73,94,135,146,164,168,187],"well-being.":[14,169],"However,":[15],"with":[16,125],"the":[17,68,114,117,132,136,154,171],"rise":[18],"of":[19,45,70,116,174],"technology":[20],"increasing":[22,172],"work":[23],"demands,":[24],"people":[25],"are":[26,110],"experiencing":[27],"more":[28,30],"disrupted":[31],"sleep":[32,35,105,144,148,175,190],"patterns.":[33],"Poor":[34],"quality":[36,145],"quantity":[38],"can":[39,141,178],"lead":[40],"to":[41,84,100,112,130,156,185],"a":[42,59,158],"wide":[43],"range":[44],"negative":[46],"outcomes,":[48],"including":[49],"obesity,":[50],"diabetes,":[51],"cardiovascular":[53],"disease.":[54],"This":[55],"research":[56],"paper":[57],"proposes":[58],"smart":[60],"sleeping":[61],"enhancement":[62],"system,":[63],"named":[64],"SleepSmart,":[65],"based":[66],"on":[67],"Internet":[69],"Things":[71],"(IoT)":[72],"continual":[74],"learning":[75,108],"using":[76],"bio-signals.":[77],"The":[78,150],"proposed":[79,151],"system":[80,152],"utilizes":[81],"wearable":[82],"biosensors":[83],"collect":[85],"data":[87],"during":[88],"sleep,":[89],"which":[90],"then":[92],"processed":[93],"analyzed":[95],"by":[96],"IoT":[98],"platform":[99],"provide":[101,157],"personalized":[102],"recommendations":[103,119],"optimization.":[106],"Continual":[107],"techniques":[109],"employed":[111],"improve":[113,143,188],"accuracy":[115],"system's":[118,133],"over":[120],"time.":[121],"A":[122],"pilot":[123],"study":[124],"subjects":[127],"was":[128],"conducted":[129],"evaluate":[131],"performance,":[134],"results":[137],"show":[138],"SleepSmart":[140,177],"significantly":[142],"reduce":[147],"disturbance.":[149],"has":[153],"potential":[155],"practical":[159],"solution":[160],"sleep-related":[162],"issues":[163],"enhance":[165],"overall":[166],"With":[170],"prevalence":[173],"problems,":[176],"be":[179],"effective":[181],"tool":[182],"individuals":[184],"monitor":[186],"their":[189],"quality.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}