{"id":"https://openalex.org/W4402828323","doi":"https://doi.org/10.1145/3675095.3676608","title":"Using Wearables to Unobtrusively Identify Periods of Stress in a Real University Environment","display_name":"Using Wearables to Unobtrusively Identify Periods of Stress in a Real University Environment","publication_year":2024,"publication_date":"2024-09-25","ids":{"openalex":"https://openalex.org/W4402828323","doi":"https://doi.org/10.1145/3675095.3676608"},"language":"en","primary_location":{"id":"doi:10.1145/3675095.3676608","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675095.3676608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"},"type":"article","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/A5092694680","display_name":"Peter Neigel","orcid":"https://orcid.org/0000-0001-6336-2138"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]},{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Peter Neigel","raw_affiliation_strings":["Osaka Metropolitan University, Sakai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6336-2138","affiliations":[{"raw_affiliation_string":"Osaka Metropolitan University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432","https://openalex.org/I4387152983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067319904","display_name":"Andrew Vargo","orcid":"https://orcid.org/0000-0001-6605-0113"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]},{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Andrew Vargo","raw_affiliation_strings":["Osaka Metropolitan University, Sakai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6605-0113","affiliations":[{"raw_affiliation_string":"Osaka Metropolitan University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432","https://openalex.org/I4387152983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002217875","display_name":"Benjamin Tag","orcid":"https://orcid.org/0000-0002-7831-2632"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Benjamin Tag","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7831-2632","affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000232184","display_name":"Koichi Kise","orcid":"https://orcid.org/0000-0001-5779-6968"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]},{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koichi Kise","raw_affiliation_strings":["Osaka Metropolitan University, Sakai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5779-6968","affiliations":[{"raw_affiliation_string":"Osaka Metropolitan University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432","https://openalex.org/I4387152983"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092694680"],"corresponding_institution_ids":["https://openalex.org/I15807432","https://openalex.org/I4387152983"],"apc_list":null,"apc_paid":null,"fwci":2.2958,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.934499979019165,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7550476789474487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6231343746185303},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.614201009273529},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4452715814113617},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24808600544929504}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7550476789474487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6231343746185303},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.614201009273529},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4452715814113617},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24808600544929504},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3675095.3676608","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675095.3676608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G1535890925","display_name":null,"funder_award_id":"JPMJCR20G3","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3654165604","display_name":null,"funder_award_id":"23KK0188","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1606076675","https://openalex.org/W1993249717","https://openalex.org/W2025078777","https://openalex.org/W2033941978","https://openalex.org/W2045393269","https://openalex.org/W2068349382","https://openalex.org/W2072454120","https://openalex.org/W2096309085","https://openalex.org/W2113555622","https://openalex.org/W2122338287","https://openalex.org/W2368514363","https://openalex.org/W2553003716","https://openalex.org/W2742338588","https://openalex.org/W2759190050","https://openalex.org/W2808681698","https://openalex.org/W2948769382","https://openalex.org/W2972729724","https://openalex.org/W2973210023","https://openalex.org/W3005353690","https://openalex.org/W3013897295","https://openalex.org/W3041827921","https://openalex.org/W3099069192","https://openalex.org/W4210393387","https://openalex.org/W4285267541","https://openalex.org/W4293201453","https://openalex.org/W4312013616","https://openalex.org/W4384200690","https://openalex.org/W4386067610","https://openalex.org/W4388103166","https://openalex.org/W4394727856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2012157391","https://openalex.org/W2562087406","https://openalex.org/W2122277836"],"abstract_inverted_index":{"One":[0],"of":[1,6,24,27,41,53,76,91,97,152],"the":[2,12,20,46,150],"often":[3],"overlooked":[4],"features":[5],"wearable":[7],"physiological":[8],"sensing":[9,55],"devices":[10,56,69],"is":[11],"possibility":[13],"for":[14,38],"institutions":[15],"to":[16,36,88],"observe":[17,108],"and":[18,22,51,114,131,140],"manage":[19],"health":[21],"well-being":[23],"a":[25,31,95,160],"group":[26],"people.":[28],"For":[29],"example,":[30],"school":[32],"could":[33],"use":[34,68,85],"wearables":[35],"monitor":[37],"increased":[39],"levels":[40],"stress":[42,93,157],"or":[43,71],"sickness":[44],"within":[45,159],"student":[47],"body.":[48],"The":[49],"accuracy":[50],"utility":[52],"current":[54],"make":[57],"this":[58,82],"possible.":[59],"However,":[60],"in":[61,94,156],"real-world":[62,86],"settings,":[63],"many":[64],"users":[65],"do":[66],"not":[67],"consistently":[70],"correctly.":[72],"Moreover,":[73],"institutional":[74],"monitoring":[75],"individuals":[77],"raises":[78],"privacy":[79],"concerns.":[80],"In":[81],"study,":[83],"we":[84],"data":[87],"identify":[89],"periods":[90,135],"cyclical":[92],"cohort":[96,161],"103":[98],"Japanese":[99],"university":[100],"students":[101],"while":[102],"preserving":[103],"each":[104],"student's":[105],"privacy.":[106],"We":[107,148],"heightened":[109],"waking":[110,116],"heart":[111,125],"rate":[112,126],"(HR)":[113],"maximum":[115],"HR,":[117,123],"alongside":[118],"corroborating":[119],"evidence":[120],"from":[121],"sleep":[122,124,132],"variability":[127],"(HRV),":[128],"activity":[129],"patterns,":[130],"phases,":[133],"during":[134],"coinciding":[136],"with":[137,146],"significant":[138],"academic":[139],"societal":[141],"events,":[142],"suggesting":[143],"clear":[144],"associations":[145],"stress.":[147],"show":[149],"feasibility":[151],"detecting":[153],"collective":[154],"changes":[155],"biomarkers":[158],"using":[162],"consumer":[163],"wearables.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}