{"id":"https://openalex.org/W3047945175","doi":"https://doi.org/10.1109/access.2020.3015152","title":"Development of Novel Big Data Analytics Framework for Smart Clothing","display_name":"Development of Novel Big Data Analytics Framework for Smart Clothing","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3047945175","doi":"https://doi.org/10.1109/access.2020.3015152","mag":"3047945175"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3015152","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015152","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09162027.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09162027.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009600891","display_name":"Mominul Ahsan","orcid":"https://orcid.org/0000-0002-7300-506X"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mominul Ahsan","raw_affiliation_strings":["Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0002-7300-506X","affiliations":[{"raw_affiliation_string":"Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052009157","display_name":"Siew Hon Teay","orcid":"https://orcid.org/0000-0002-8833-9089"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Siew Teay Hon","raw_affiliation_strings":["Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8833-9089","affiliations":[{"raw_affiliation_string":"Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090777126","display_name":"Alhussein Albarbar","orcid":"https://orcid.org/0000-0003-1484-8224"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alhussein Albarbar","raw_affiliation_strings":["Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1484-8224","affiliations":[{"raw_affiliation_string":"Department of Engineering, Smart Infrastructure and Industry Research Group, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11983389"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9961,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92652078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"146376","last_page":"146394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9693999886512756,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/big-data","display_name":"Big data","score":0.8726605772972107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7415672540664673},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7233676910400391},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7088901996612549},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6662470102310181},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5659751892089844},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5512113571166992},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5380352139472961},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.4887425899505615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19923388957977295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19251742959022522},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10558423399925232}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8726605772972107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415672540664673},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7233676910400391},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7088901996612549},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6662470102310181},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5659751892089844},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5512113571166992},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5380352139472961},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.4887425899505615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19923388957977295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19251742959022522},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10558423399925232},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3015152","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015152","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09162027.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:626921","is_oa":false,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/ca37df1567caca2d58185af05ac3b983.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:b7d3b1e4838242198018caae45a75994","is_oa":true,"landing_page_url":"https://doaj.org/article/b7d3b1e4838242198018caae45a75994","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 146376-146394 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3015152","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015152","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09162027.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311699","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3047945175.pdf","grobid_xml":"https://content.openalex.org/works/W3047945175.grobid-xml"},"referenced_works_count":110,"referenced_works":["https://openalex.org/W321486980","https://openalex.org/W1530181845","https://openalex.org/W1973555673","https://openalex.org/W1998929749","https://openalex.org/W2006233203","https://openalex.org/W2013897391","https://openalex.org/W2017794574","https://openalex.org/W2027540165","https://openalex.org/W2036374593","https://openalex.org/W2046167792","https://openalex.org/W2072822711","https://openalex.org/W2078174563","https://openalex.org/W2079841778","https://openalex.org/W2081302971","https://openalex.org/W2091266471","https://openalex.org/W2101217578","https://openalex.org/W2119719279","https://openalex.org/W2120751691","https://openalex.org/W2121784101","https://openalex.org/W2127095067","https://openalex.org/W2128121198","https://openalex.org/W2132691216","https://openalex.org/W2133709246","https://openalex.org/W2134430874","https://openalex.org/W2136877695","https://openalex.org/W2147972594","https://openalex.org/W2153657339","https://openalex.org/W2155503253","https://openalex.org/W2159128662","https://openalex.org/W2159709123","https://openalex.org/W2167671703","https://openalex.org/W2178323067","https://openalex.org/W2192081984","https://openalex.org/W2244525047","https://openalex.org/W2308085519","https://openalex.org/W2318360562","https://openalex.org/W2330944764","https://openalex.org/W2347376683","https://openalex.org/W2411385775","https://openalex.org/W2437797956","https://openalex.org/W2465774274","https://openalex.org/W2466569285","https://openalex.org/W2481271618","https://openalex.org/W2512827249","https://openalex.org/W2531479711","https://openalex.org/W2535556574","https://openalex.org/W2542459869","https://openalex.org/W2545228053","https://openalex.org/W2549346488","https://openalex.org/W2556902169","https://openalex.org/W2558399657","https://openalex.org/W2563686712","https://openalex.org/W2576546729","https://openalex.org/W2584874843","https://openalex.org/W2593269787","https://openalex.org/W2593939950","https://openalex.org/W2603308797","https://openalex.org/W2603410585","https://openalex.org/W2610135452","https://openalex.org/W2619340668","https://openalex.org/W2625101291","https://openalex.org/W2711661370","https://openalex.org/W2727242542","https://openalex.org/W2762232816","https://openalex.org/W2767502937","https://openalex.org/W2769190857","https://openalex.org/W2790584872","https://openalex.org/W2790850314","https://openalex.org/W2793541843","https://openalex.org/W2801545913","https://openalex.org/W2805930283","https://openalex.org/W2809232061","https://openalex.org/W2883781843","https://openalex.org/W2890182740","https://openalex.org/W2892846966","https://openalex.org/W2896195996","https://openalex.org/W2897224985","https://openalex.org/W2898126066","https://openalex.org/W2898437830","https://openalex.org/W2905094505","https://openalex.org/W2907264760","https://openalex.org/W2908845134","https://openalex.org/W2914607429","https://openalex.org/W2914745067","https://openalex.org/W2916523621","https://openalex.org/W2916933545","https://openalex.org/W2947510367","https://openalex.org/W2951578881","https://openalex.org/W2951635356","https://openalex.org/W2952662975","https://openalex.org/W2953824752","https://openalex.org/W2963667093","https://openalex.org/W2966450377","https://openalex.org/W2966622305","https://openalex.org/W2969947869","https://openalex.org/W2971630033","https://openalex.org/W2972687021","https://openalex.org/W2972981198","https://openalex.org/W2982409399","https://openalex.org/W2987285854","https://openalex.org/W2994879796","https://openalex.org/W3000705673","https://openalex.org/W3002053962","https://openalex.org/W3011716991","https://openalex.org/W4211215520","https://openalex.org/W4242123753","https://openalex.org/W4249896530","https://openalex.org/W6654932366","https://openalex.org/W6728904246","https://openalex.org/W6757962042"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,96,139],"micro":[3],"electro-mechanical":[4],"systems":[5],"(MEMS)":[6],"have":[7,27],"produced":[8],"wide":[9],"variety":[10],"of":[11,33,41,56,156,187],"wearable":[12,94],"sensors.":[13],"Owing":[14],"to":[15,48,109],"their":[16],"low":[17],"cost,":[18],"small":[19],"size":[20],"and":[21,31,45,71,112,122,142,153,170,199],"interfacability,":[22],"those":[23],"MEMS":[24],"based":[25],"devices":[26,95],"become":[28],"increasingly":[29],"commonplace":[30],"part":[32],"daily":[34],"life":[35],"for":[36,68,74,124,195,201],"many":[37],"people.":[38],"Large":[39],"amount":[40],"data":[42,119,131,163,166,168],"from":[43,79,89,159],"heart":[44],"breath":[46],"rates":[47],"electrocardiograph":[49],"(ECG)":[50],"signals,":[51],"which":[52],"contain":[53],"a":[54,65,81,104,129],"wealth":[55],"health-related":[57],"information,":[58],"can":[59,135],"be":[60],"measured.":[61],"Hence,":[62],"there":[63],"is":[64,146],"timely":[66],"need":[67],"novel":[69,130,150],"interrogation":[70],"analysis":[72],"methods":[73,121],"extracting":[75],"health":[76,125,144],"related":[77,108],"features":[78],"such":[80,92],"Big":[82,98,157,188],"Data.":[83],"In":[84],"this":[85],"paper,":[86],"the":[87,160,185],"prospects":[88],"smart":[90,192],"clothing":[91],"as":[93],"generating":[97],"Data":[99,158,189],"are":[100,204],"critically":[101],"analyzed":[102],"with":[103,191],"focus":[105],"on":[106],"applications":[107],"healthcare,":[110],"sports":[111],"fashion.":[113],"The":[114,148,178],"work":[115,203],"also":[116,205],"covers":[117],"state-of-the-art":[118],"analytics":[120,132,169,190],"frameworks":[123],"monitoring":[126],"purposes.":[127],"Subsequently,":[128],"framework":[133,151],"that":[134],"provide":[136],"accurate":[137],"decision":[138,171],"both":[140],"normal":[141],"emergency":[143],"situations":[145],"proposed.":[147],"proposed":[149],"identifies":[152],"discusses":[154],"sources":[155],"human":[161],"body,":[162],"collection,":[164],"communication,":[165],"storage,":[167],"making":[172],"using":[173],"artificial":[174],"intelligence":[175],"(AI)":[176],"algorithms.":[177],"paper":[179],"concludes":[180],"by":[181],"identifying":[182],"challenges":[183],"facing":[184],"integration":[186],"clothing.":[193],"Recommendation":[194],"further":[196],"development":[197],"opportunities":[198],"directions":[200],"future":[202],"suggested.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}