{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T19:29:13Z","timestamp":1792870153334,"version":"4.5.0"},"publisher-location":"New York, NY, USA","reference-count":66,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,4,19]],"date-time":"2023-04-19T00:00:00Z","timestamp":1681862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["DP190102068, DP200102612, LP210200656"],"award-info":[{"award-number":["DP190102068, DP200102612, LP210200656"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,4,19]]},"DOI":"10.1145\/3544548.3581044","type":"proceedings-article","created":{"date-parts":[[2023,4,20]],"date-time":"2023-04-20T04:27:55Z","timestamp":1681964875000},"page":"1-14","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":17,"title":["Dozer: Towards understanding the design of closed-loop wearables for sleep"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5625-5112","authenticated-orcid":false,"given":"Nathan Arthur","family":"Semertzidis","sequence":"first","affiliation":[{"name":"Exertion Games Lab, Monash University, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7696-4875","authenticated-orcid":false,"given":"Annaelle","family":"Li Pin Hiung","sequence":"additional","affiliation":[{"name":"Exertion Games Lab, Monash University, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6264-7534","authenticated-orcid":false,"given":"Michaela Jayne","family":"Vranic-Peters","sequence":"additional","affiliation":[{"name":"Biomedical Engineering, The University of Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6472-3476","authenticated-orcid":false,"given":"Florian \u2018Floyd\u2019","family":"Mueller","sequence":"additional","affiliation":[{"name":"Exertion Games Lab, Department of Human-Centred Computing, Monash University, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,4,19]]},"reference":[{"key":"e_1_3_3_2_1_1","first-page":"94","article-title":"Improving Sleep for Persons with Anxiety and Post-Traumatic Stress Disorder: A Mini Review of Literature","volume":"1","author":"Absher T","year":"2020","unstructured":"Darren\u00a0T Absher and Lisa Vang. 2020. Improving Sleep for Persons with Anxiety and Post-Traumatic Stress Disorder: A Mini Review of Literature. Archives of Healthcare 1, 3 (2020), 94\u201399.","journal-title":"Archives of Healthcare"},{"key":"e_1_3_3_2_2_1","volume-title":"Interactive Sports Technologies","author":"Josh Andres","unstructured":"Josh Andres 2022. Interactive Technology Integrating with the Physically Active Human Body: Learnings from Rider and Ebike Integration. In Interactive Sports Technologies. Routledge, 14\u201326."},{"key":"e_1_3_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376128"},{"key":"e_1_3_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3528352"},{"key":"e_1_3_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2017.06.001"},{"key":"e_1_3_3_2_6_1","volume-title":"The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging. Sleep 43, 11","author":"Arnal J","year":"2020","unstructured":"Pierrick\u00a0J Arnal, Valentin Thorey, Eden Debellemaniere, Michael\u00a0E Ballard, Albert Bou\u00a0Hernandez, Antoine Guillot, Hugo Jourde, Mason Harris, Mathias Guillard, Pascal Van\u00a0Beers, 2020. The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging. Sleep 43, 11 (2020), zsaa097."},{"key":"e_1_3_3_2_7_1","volume-title":"Automating sleep stage classification using wireless, wearable sensors. NPJ digital medicine 2, 1","author":"Boe J","year":"2019","unstructured":"Alexander\u00a0J Boe, Lori\u00a0L McGee\u00a0Koch, Megan\u00a0K O\u2019Brien, Nicholas Shawen, John\u00a0A Rogers, Richard\u00a0L Lieber, Kathryn\u00a0J Reid, Phyllis\u00a0C Zee, and Arun Jayaraman. 2019. Automating sleep stage classification using wireless, wearable sensors. NPJ digital medicine 2, 1 (2019), 1\u20139."},{"key":"e_1_3_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00496.2020"},{"key":"e_1_3_3_2_9_1","volume-title":"Thematic analysis","author":"Braun Virginia","unstructured":"Virginia Braun and Victoria Clarke. 2012. Thematic analysis.American Psychological Association."},{"key":"e_1_3_3_2_10_1","volume-title":"Exercise as a treatment to enhance sleep. American journal of lifestyle medicine 4, 6","author":"Buman P","year":"2010","unstructured":"Matthew\u00a0P Buman and Abby\u00a0C King. 2010. Exercise as a treatment to enhance sleep. American journal of lifestyle medicine 4, 6 (2010), 500\u2013514."},{"key":"e_1_3_3_2_11_1","volume-title":"Dream engineering: Simulating worlds through sensory stimulation. Consciousness and cognition 83","author":"Carr Michelle","year":"2020","unstructured":"Michelle Carr, Adam Haar, Judith Amores, Pedro Lopes, Guillermo Bernal, Tom\u00e1s Vega, Oscar Rosello, Abhinandan Jain, and Pattie Maes. 2020. Dream engineering: Simulating worlds through sensory stimulation. Consciousness and cognition 83 (2020), 102955."},{"key":"e_1_3_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/MEMB.2010.936545"},{"key":"e_1_3_3_2_13_1","article-title":"Detection of driver drowsiness from eeg signals using wearable brain sensing headband","volume":"9","author":"Satt\u00a0Nyein Chan Khune","year":"2021","unstructured":"Khune Satt\u00a0Nyein Chan, Chadchai Srisurangkul, Nattawoot Depaiwa, and Setthaluth Pangkreung. 2021. Detection of driver drowsiness from eeg signals using wearable brain sensing headband. Journal of Research and Applications in Mechanical Engineering 9, 2(2021).","journal-title":"Journal of Research and Applications in Mechanical Engineering"},{"key":"e_1_3_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979395"},{"key":"e_1_3_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.5394"},{"key":"e_1_3_3_2_16_1","doi-asserted-by":"crossref","unstructured":"Bernard\u00a0Allan Cohen Enrique\u00a0J Bravo-Fernandez and Anthony Sances\u00a0Jr. 1976. Quantification of computer analyzed serial EEGs from stroke patients. Electroencephalography and clinical neurophysiology 41 4(1976) 379\u2013386.","DOI":"10.1016\/0013-4694(76)90100-0"},{"key":"e_1_3_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02442278"},{"key":"e_1_3_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3441355"},{"key":"e_1_3_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3519391.3519414"},{"key":"e_1_3_3_2_20_1","volume-title":"Machine In The Middle: Exploring Dark Patterns of Emotional Human-Computer Integration Through Media Art. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20137.","author":"Dickinson Rod","year":"2022","unstructured":"Rod Dickinson, Nathan Semertzidis, and Florian\u00a0Floyd Mueller. 2022. Machine In The Middle: Exploring Dark Patterns of Emotional Human-Computer Integration Through Media Art. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20137."},{"key":"e_1_3_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3322276.3322356"},{"key":"e_1_3_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroscience.2016.03.007"},{"key":"e_1_3_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaging.2012.07.001"},{"key":"e_1_3_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jarmac.2016.10.001"},{"key":"e_1_3_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/jora.12467"},{"key":"e_1_3_3_2_26_1","volume-title":"Neurostimulation techniques to enhance sleep and improve cognition in aging. Neurobiology of disease 141","author":"Grimaldi Daniela","year":"2020","unstructured":"Daniela Grimaldi, Nelly\u00a0A Papalambros, Phyllis\u00a0C Zee, and Roneil\u00a0G Malkani. 2020. Neurostimulation techniques to enhance sleep and improve cognition in aging. Neurobiology of disease 141 (2020), 104865."},{"key":"e_1_3_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3170427.3188403"},{"key":"e_1_3_3_2_28_1","volume-title":"Sleep deprivation in depression. Expert review of neurotherapeutics 10, 7","author":"Hemmeter Ulrich-Michael","year":"2010","unstructured":"Ulrich-Michael Hemmeter, Julia Hemmeter-Spernal, and J\u00fcrgen-Christian Krieg. 2010. Sleep deprivation in depression. Expert review of neurotherapeutics 10, 7 (2010), 1101\u20131115."},{"key":"e_1_3_3_2_29_1","volume-title":"National Sleep Foundation\u2019s sleep time duration recommendations: methodology and results summary. Sleep health 1, 1","author":"Hirshkowitz Max","year":"2015","unstructured":"Max Hirshkowitz, Kaitlyn Whiton, Steven\u00a0M Albert, Cathy Alessi, Oliviero Bruni, Lydia DonCarlos, Nancy Hazen, John Herman, Eliot\u00a0S Katz, Leila Kheirandish-Gozal, 2015. National Sleep Foundation\u2019s sleep time duration recommendations: methodology and results summary. Sleep health 1, 1 (2015), 40\u201343."},{"key":"e_1_3_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.18517\/ijaseit.6.6.1072"},{"key":"e_1_3_3_2_31_1","first-page":"37","article-title":"A computerized method for detecting episodes of wakefulness during sleep based on the alpha slow-wave index (ASI)","volume":"17","author":"Jobert M","year":"1994","unstructured":"M Jobert, H Schulz, P J\u00e4hnig, C Tismer, F Bes, and H Escola. 1994. A computerized method for detecting episodes of wakefulness during sleep based on the alpha slow-wave index (ASI). Sleep 17, 1 (1994), 37\u201346.","journal-title":"Sleep"},{"key":"e_1_3_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3312952"},{"key":"e_1_3_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3267305.3267697"},{"key":"e_1_3_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2019.8771091"},{"key":"e_1_3_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2006.10.004"},{"key":"e_1_3_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3010915.3010988"},{"key":"e_1_3_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2838739.2838742"},{"key":"e_1_3_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2021.102643"},{"key":"e_1_3_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3450407"},{"key":"e_1_3_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.3142"},{"key":"e_1_3_3_2_41_1","doi-asserted-by":"crossref","unstructured":"Bruce\u00a0J Martin. 1981. Effect of sleep deprivation on tolerance of prolonged exercise. European journal of applied physiology and occupational physiology 47 4(1981) 345\u2013354.","DOI":"10.1007\/BF02332962"},{"key":"e_1_3_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0188756"},{"key":"e_1_3_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2013.12.003"},{"key":"e_1_3_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376242"},{"key":"e_1_3_3_2_45_1","doi-asserted-by":"crossref","unstructured":"Semertzidis\u00a0Nathan Mueller Florian\u00a0\u2019Floyd\u2019 Josh Andres Martin Weigel Suranga Nanayakkara Rakesh Patibanda Zhuying Li Paul Strohmeier Jarrod Knibbe Stefan Greuter Marianna Obrist 2022. Human\u2013Computer Integration: Towards Integrating the Human Body with the Computational Machine. Foundations and Trends\u00ae in Human-Computer Interaction 16 1(2022) 1\u201364.","DOI":"10.1561\/1100000086"},{"key":"e_1_3_3_2_46_1","volume-title":"The Subjectivities of Wearable Sleep-Trackers-A Discourse Analysis. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20138.","author":"Nagele Anna\u00a0Nolda","year":"2022","unstructured":"Anna\u00a0Nolda Nagele, Julian Hough, and Zara Dinnen. 2022. The Subjectivities of Wearable Sleep-Trackers-A Discourse Analysis. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20138."},{"key":"e_1_3_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.3133-14.2015"},{"key":"e_1_3_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1177\/216507990905700905"},{"key":"e_1_3_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10055-021-00571-w"},{"key":"e_1_3_3_2_50_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-10-475"},{"key":"e_1_3_3_2_51_1","volume-title":"Transcranial electrical stimulation (tES\u2013tDCS","author":"Paulus Walter","year":"2011","unstructured":"Walter Paulus. 2011. Transcranial electrical stimulation (tES\u2013tDCS; tRNS, tACS) methods. Neuropsychological rehabilitation 21, 5 (2011), 602\u2013617."},{"key":"e_1_3_3_2_52_1","volume-title":"New York","author":"Putilov A","year":"2009","unstructured":"Arcady\u00a0A Putilov, Olga\u00a0G Donskaya, Evgeniy\u00a0G Verevkin, Dmitriy\u00a0A Putilov, and Mark\u00a0B Shtark. 2009. Chronotype, somnotype and trototype as the predictors of the time course of subjective and objective indexes of sleepiness in sleep deprived subjects. Sleep deprivation: causes, effects and treatment. Nova Science, New York (2009), 95\u2013142."},{"key":"e_1_3_3_2_53_1","volume-title":"The cost of poor sleep: workplace productivity loss and associated costs. Journal of Occupational and Environmental Medicine","author":"Rosekind R","year":"2010","unstructured":"Mark\u00a0R Rosekind, Kevin\u00a0B Gregory, Melissa\u00a0M Mallis, Summer\u00a0L Brandt, Brian Seal, and Debra Lerner. 2010. The cost of poor sleep: workplace productivity loss and associated costs. Journal of Occupational and Environmental Medicine (2010), 91\u201398."},{"key":"e_1_3_3_2_54_1","first-page":"207","article-title":"Detection and classification of EEG waves","volume":"3","author":"Sawant K","year":"2010","unstructured":"Hemant\u00a0K Sawant and Zahra Jalali. 2010. Detection and classification of EEG waves. Oriental Journal of Computer Science and Technology 3, 1 (2010), 207\u2013213.","journal-title":"Oriental Journal of Computer Science and Technology"},{"key":"e_1_3_3_2_55_1","doi-asserted-by":"publisher","DOI":"10.2147\/NSS.S243204"},{"key":"e_1_3_3_2_56_1","volume-title":"What We Talk About When We Talk About Human-Computer Integration. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20134.","author":"Semertzidis Nathan","year":"2022","unstructured":"Nathan Semertzidis, Zoe\u00a0Xiao Fang, Pedro Lopes, Kai Kunze, Paul Pangaro, Florian\u00a0Floyd Mueller, and Pattie Maes. 2022. What We Talk About When We Talk About Human-Computer Integration. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1\u20134."},{"key":"e_1_3_3_2_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300804"},{"key":"e_1_3_3_2_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3450400"},{"key":"e_1_3_3_2_59_1","doi-asserted-by":"publisher","DOI":"10.1006\/ccog.1994.1002"},{"key":"e_1_3_3_2_60_1","volume-title":"The effect of electroencephalogram (EEG) reference choice on information-theoretic measures of the complexity and integration of EEG signals. Frontiers in neuroscience 11","author":"Trujillo T","year":"2017","unstructured":"Logan\u00a0T Trujillo, Candice\u00a0T Stanfield, and Ruben\u00a0D Vela. 2017. The effect of electroencephalogram (EEG) reference choice on information-theoretic measures of the complexity and integration of EEG signals. Frontiers in neuroscience 11 (2017), 425."},{"key":"e_1_3_3_2_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944641"},{"key":"e_1_3_3_2_62_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9566.2012.01468.x"},{"key":"e_1_3_3_2_63_1","volume-title":"A review of control strategies in closed-loop neuroprosthetic systems. Frontiers in neuroscience 10","author":"Wright James","year":"2016","unstructured":"James Wright, Vaughan\u00a0G Macefield, Andre Van\u00a0Schaik, and Jonathan\u00a0C Tapson. 2016. A review of control strategies in closed-loop neuroprosthetic systems. Frontiers in neuroscience 10 (2016), 312."},{"key":"e_1_3_3_2_64_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jff.2014.02.013"},{"key":"e_1_3_3_2_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2012.04.006"},{"key":"e_1_3_3_2_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2020.02.003"}],"event":{"name":"CHI '23: CHI Conference on Human Factors in Computing Systems","location":"Hamburg Germany","acronym":"CHI '23","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544548.3581044","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3544548.3581044","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:47:56Z","timestamp":1750178876000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544548.3581044"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,19]]},"references-count":66,"alternative-id":["10.1145\/3544548.3581044","10.1145\/3544548"],"URL":"https:\/\/doi.org\/10.1145\/3544548.3581044","relation":{},"subject":[],"published":{"date-parts":[[2023,4,19]]},"assertion":[{"value":"2023-04-19","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}