{"id":"https://openalex.org/W3097941525","doi":"https://doi.org/10.1109/isc251055.2020.9239081","title":"iMirror: A Smart Mirror for Stress Detection in the IoMT Framework for Advancements in Smart Cities","display_name":"iMirror: A Smart Mirror for Stress Detection in the IoMT Framework for Advancements in Smart Cities","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3097941525","doi":"https://doi.org/10.1109/isc251055.2020.9239081","mag":"3097941525"},"language":"en","primary_location":{"id":"doi:10.1109/isc251055.2020.9239081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc251055.2020.9239081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070880214","display_name":"Laavanya Rachakonda","orcid":"https://orcid.org/0000-0002-7089-9029"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laavanya Rachakonda","raw_affiliation_strings":["University of North Texas, USA","University of North Texas,Dept. Computer Science and Engineering,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"University of North Texas,Dept. Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076326314","display_name":"Pritivi Rajkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pritivi Rajkumar","raw_affiliation_strings":["Texas Academy of Math and Science, University of North Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Academy of Math and Science, University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070359867","display_name":"Saraju P. Mohanty","orcid":"https://orcid.org/0000-0003-2959-6541"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saraju P. Mohanty","raw_affiliation_strings":["University of North Texas, USA","University of North Texas,Dept. Computer Science and Engineering,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"University of North Texas,Dept. Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062843590","display_name":"Elias Kougianos","orcid":"https://orcid.org/0000-0002-1616-7628"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elias Kougianos","raw_affiliation_strings":["University of North Texas, USA","University of North Texas,Dept. Electrical Engineering,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"University of North Texas,Dept. Electrical Engineering,USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9919000267982483,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9919000267982483,"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/T13038","display_name":"Internet of Things and AI","score":0.9488000273704529,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.6292358636856079},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5786007046699524},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5581748485565186},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5532198548316956},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5450972318649292},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5304141640663147},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5282959938049316},{"id":"https://openalex.org/keywords/mental-stress","display_name":"Mental stress","score":0.49307629466056824},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.47666433453559875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4753838777542114},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.46879658102989197},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4521992802619934},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.41444632411003113},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33945053815841675},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2668408155441284},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21228784322738647},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1497226357460022}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6292358636856079},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5786007046699524},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5581748485565186},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5532198548316956},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5450972318649292},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5304141640663147},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5282959938049316},{"id":"https://openalex.org/C2984493583","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Mental stress","level":2,"score":0.49307629466056824},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.47666433453559875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4753838777542114},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46879658102989197},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4521992802619934},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.41444632411003113},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33945053815841675},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2668408155441284},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21228784322738647},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1497226357460022},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isc251055.2020.9239081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc251055.2020.9239081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1980331490","https://openalex.org/W1982823575","https://openalex.org/W2099557563","https://openalex.org/W2156331665","https://openalex.org/W2163660052","https://openalex.org/W2396728763","https://openalex.org/W2486806851","https://openalex.org/W2528054895","https://openalex.org/W2612990169","https://openalex.org/W2624419954","https://openalex.org/W2897257512","https://openalex.org/W2898847950","https://openalex.org/W2920388691","https://openalex.org/W2972700485","https://openalex.org/W3007882848","https://openalex.org/W3017943013","https://openalex.org/W3019100056","https://openalex.org/W3019181152","https://openalex.org/W3019462500","https://openalex.org/W3020017979","https://openalex.org/W3020409795","https://openalex.org/W3042370349","https://openalex.org/W3163538110","https://openalex.org/W6684330659","https://openalex.org/W6763051785","https://openalex.org/W6781152693"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2081953805","https://openalex.org/W2066388650","https://openalex.org/W2125217911","https://openalex.org/W2620735200","https://openalex.org/W4296892982"],"abstract_inverted_index":{"For":[0],"any":[1],"organization":[2,37],"to":[3,29,41,83,96,120,131],"be":[4,27,39,53,92],"successful,":[5],"key":[6],"factors":[7],"are":[8],"the":[9,17,30,43,68,98,101,112,133,148],"employees":[10],"and":[11],"managers":[12],"working":[13],"for":[14,80],"it.":[15],"If":[16],"manpower":[18],"is":[19,63,115,139],"not":[20,26],"mentally":[21,122],"strong,":[22],"then":[23],"progress":[24],"may":[25],"up":[28],"mark.":[31],"Having":[32],"everything":[33,125],"smart":[34,56,59],"inside":[35],"an":[36,81,152],"won't":[38],"able":[40,95],"heal":[42],"mental":[44,49],"health":[45,50],"of":[46,58,154],"employees.":[47],"Healing":[48],"could":[51],"only":[52],"achieved":[54],"by":[55,67],"utilization":[57],"infrastructure.":[60],"Every":[61],"individual":[62,82],"stressed":[64],"or":[65,74,106],"effected":[66],"current":[69],"lifestyle,":[70],"let":[71],"alone":[72],"pandemics":[73],"other":[75],"major":[76,104],"events.":[77],"Through":[78],"everything,":[79],"move":[84],"forward,":[85],"a":[86,129],"little":[87],"encouragement":[88],"with":[89],"technology":[90],"shouldn't":[91],"difficult.":[93],"Being":[94],"analyze":[97],"emotions,":[99],"understand":[100],"sudden":[102],"yet":[103,108],"lluctuations":[105],"slow":[107],"harmful":[109],"changes":[110],"in":[111,118,126,141,156],"stress":[113,135,159],"levels":[114],"very":[116],"important":[117],"order":[119],"stay":[121],"healthy.":[123],"Keeping":[124],"consideration,":[127],"iMirror,":[128],"device":[130],"maintain":[132],"healthy":[134],"response":[136],"among":[137],"individuals":[138],"proposed":[140,149],"this":[142],"research.":[143],"Experimental":[144],"results":[145],"show":[146],"that":[147],"iMirror":[150],"has":[151],"accuracy":[153],"97%":[155],"automatically":[157],"determining":[158],"level.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
