{"id":"https://openalex.org/W7110187876","doi":"https://doi.org/10.1109/wf-iot64238.2025.11270603","title":"Sleep, Sensors, and the Smartwatch: Co-Design Interaction Modalities for On-Wrist Health Apps","display_name":"Sleep, Sensors, and the Smartwatch: Co-Design Interaction Modalities for On-Wrist Health Apps","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7110187876","doi":"https://doi.org/10.1109/wf-iot64238.2025.11270603"},"language":null,"primary_location":{"id":"doi:10.1109/wf-iot64238.2025.11270603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot64238.2025.11270603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th World Forum on Internet of Things (WF-IoT)","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":null,"display_name":"Zilu Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I78928947","display_name":"Kyoto University of Advanced Science","ror":"https://ror.org/00qa6r925","country_code":"JP","type":"education","lineage":["https://openalex.org/I78928947"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zilu Liang","raw_affiliation_strings":["Kyoto University of Advanced Science,Ubiquitous and Personal Computing Lab,Kyoto,Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University of Advanced Science,Ubiquitous and Personal Computing Lab,Kyoto,Japan","institution_ids":["https://openalex.org/I78928947"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Samantha Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samantha Chen","raw_affiliation_strings":["University of California,Computational Media,Santa Cruz,California,USA"],"affiliations":[{"raw_affiliation_string":"University of California,Computational Media,Santa Cruz,California,USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nhung Huyen Hoang","orcid":null},"institutions":[{"id":"https://openalex.org/I78928947","display_name":"Kyoto University of Advanced Science","ror":"https://ror.org/00qa6r925","country_code":"JP","type":"education","lineage":["https://openalex.org/I78928947"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nhung Huyen Hoang","raw_affiliation_strings":["Kyoto University of Advanced Science,Ubiquitous and Personal Computing Lab,Kyoto,Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University of Advanced Science,Ubiquitous and Personal Computing Lab,Kyoto,Japan","institution_ids":["https://openalex.org/I78928947"]}]},{"author_position":"last","author":{"id":null,"display_name":"Edward Melcer","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Edward Melcer","raw_affiliation_strings":["Carleton University,School of Computer Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,School of Computer Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78928947"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59603707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.7314000129699707,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.7314000129699707,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.03319999948143959,"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"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.029999999329447746,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.8695999979972839},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.8302000164985657},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7258999943733215},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5996000170707703},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.49549999833106995},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.482699990272522},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41690000891685486},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.3873000144958496},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.35899999737739563}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.8695999979972839},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.8302000164985657},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7258999943733215},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.628000020980835},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5996000170707703},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.482699990272522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45890000462532043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41690000891685486},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.3873000144958496},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.35899999737739563},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C115121344","wikidata":"https://www.wikidata.org/wiki/Q6887140","display_name":"Mobile interaction","level":3,"score":0.3521000146865845},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.34599998593330383},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.31779998540878296},{"id":"https://openalex.org/C13854087","wikidata":"https://www.wikidata.org/wiki/Q1061656","display_name":"Interaction design","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C3017619522","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone app","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C6387636","wikidata":"https://www.wikidata.org/wiki/Q16001686","display_name":"Activity tracker","level":3,"score":0.26600000262260437},{"id":"https://openalex.org/C3019692148","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Therapeutic modalities","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot64238.2025.11270603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot64238.2025.11270603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1270658374","https://openalex.org/W1964022961","https://openalex.org/W1994332615","https://openalex.org/W2027631712","https://openalex.org/W2344257855","https://openalex.org/W2402904651","https://openalex.org/W2509840104","https://openalex.org/W2518130022","https://openalex.org/W2519493178","https://openalex.org/W2535391349","https://openalex.org/W2810178540","https://openalex.org/W2992753856","https://openalex.org/W3011886608","https://openalex.org/W3031015919","https://openalex.org/W3102513748","https://openalex.org/W3131900195","https://openalex.org/W4283518084","https://openalex.org/W4285093069","https://openalex.org/W4306836116","https://openalex.org/W4313400924","https://openalex.org/W4379376248","https://openalex.org/W4392017179","https://openalex.org/W4394615841","https://openalex.org/W4396853157","https://openalex.org/W4399678319","https://openalex.org/W4400785617","https://openalex.org/W4401943741","https://openalex.org/W4402718839","https://openalex.org/W4403715847","https://openalex.org/W4406265927","https://openalex.org/W4406854039","https://openalex.org/W4408303429","https://openalex.org/W4409735413","https://openalex.org/W4410604978","https://openalex.org/W4412765818"],"related_works":[],"abstract_inverted_index":{"Smartwatches":[0],"have":[1],"emerged":[2],"as":[3],"a":[4,19,36,43],"key":[5],"platform":[6],"for":[7,22,32,55,107,124],"health":[8,33,135,143,162],"monitoring":[9],"and":[10,25,29,52,73,84,102,156],"digital":[11],"interventions,":[12],"yet":[13],"their":[14],"small":[15],"screen":[16],"size":[17],"poses":[18],"unique":[20],"challenge":[21],"user":[23],"interaction,":[24],"designing":[26],"intuitive,":[27],"engaging,":[28],"context-aware":[30],"interactions":[31,109],"apps":[34,136],"remains":[35],"challenge.":[37],"This":[38],"paper":[39],"presents":[40],"findings":[41,129],"from":[42],"co-design":[44],"workshop":[45],"with":[46],"45":[47],"participants":[48],"exploring":[49],"possible":[50],"input":[51],"output":[53],"modalities":[54,64],"smartwatch-based":[56],"serious":[57],"sleep":[58],"game":[59],"apps.":[60],"Participants":[61],"mapped":[62],"interaction":[63,120],"(e.g.,":[65],"movement,":[66],"voice,":[67],"ambient":[68],"light)":[69],"to":[70,94,141],"app":[71],"features":[72],"daily":[74],"time":[75],"periods,":[76],"proposing":[77],"sensor-driven":[78],"designs":[79],"that":[80,137,152],"span":[81],"active,":[82],"reflective,":[83],"passive":[85,108],"use":[86],"cases.":[87],"Features":[88],"like":[89],"\"Fighting":[90],"Monsters\"":[91],"were":[92,105],"linked":[93],"daytime":[95],"movement-based":[96],"inputs,":[97],"while":[98],"heart":[99],"rate,":[100],"light,":[101],"microphone":[103],"sensors":[104],"proposed":[106],"during":[110],"sleep.":[111],"A":[112],"heatmap":[113],"analysis":[114],"revealed":[115],"distinct":[116],"temporal":[117],"patterns":[118],"in":[119],"preferences,":[121],"offering":[122],"insights":[123],"timing-aware,":[125],"multimodal":[126],"design.":[127],"Our":[128],"inform":[130],"the":[131,157],"development":[132],"of":[133,160],"on-wrist":[134],"leverage":[138],"smartwatch":[139],"capabilities":[140],"support":[142],"behavior":[144],"change":[145],"through":[146],"context-sensitive":[147],"engagement,":[148,155],"contributing":[149],"design":[150],"strategies":[151],"balance":[153],"usability,":[154],"clinical":[158],"potential":[159],"wearable":[161],"technologies.":[163]},"counts_by_year":[],"updated_date":"2025-12-10T02:45:41.426853","created_date":"2025-12-08T00:00:00"}
