{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T17:04:06Z","timestamp":1767114246277,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,12]]},"DOI":"10.1145\/3714394.3757260","type":"proceedings-article","created":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T21:13:49Z","timestamp":1767042829000},"page":"824-827","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Beyond Scores: Earables as Active Recovery Boosters for Longevity and Performance"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0768-4735","authenticated-orcid":false,"given":"Andrea","family":"Ferlini","sequence":"first","affiliation":[{"name":"Nokia Bell Labs, Cambridge, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3918-157X","authenticated-orcid":false,"given":"Ananta","family":"Balaji","sequence":"additional","affiliation":[{"name":"Nokia Bell Labs, Cambridge, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9550-7637","authenticated-orcid":false,"given":"Mathias","family":"Ciliberto","sequence":"additional","affiliation":[{"name":"University of Cambridge, Cambridge, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4444-6242","authenticated-orcid":false,"given":"Alessandro","family":"Montanari","sequence":"additional","affiliation":[{"name":"Nokia Bell Labs, Cambridge, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,12,29]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Enhancing Recovery: Preventing Underperformance in Athletes. Human Kinetics, 2 edition","author":"Kellmann Michael","year":"2010","unstructured":"Michael Kellmann. Enhancing Recovery: Preventing Underperformance in Athletes. Human Kinetics, 2 edition, 2010."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1080\/17461391.2012.730061"},{"key":"e_1_3_2_1_3_1","volume-title":"Hormonal aspects of overtraining syndrome: a systematic review. BMC Sports Science, Medicine and Rehabilitation, 9(1)","author":"Cadegiani Flavio A.","year":"2017","unstructured":"Flavio A. Cadegiani and Claudio E. Kater. Hormonal aspects of overtraining syndrome: a systematic review. BMC Sports Science, Medicine and Rehabilitation, 9(1), 2017."},{"key":"e_1_3_2_1_4_1","first-page":"9","author":"Dupuy O","year":"2018","unstructured":"O Dupuy, W Douzi, D. Theurot, L Bosquet, and B Dugu\u00e9. An evidence-based approach for choosing post-exercise recovery techniques to reduce markers of muscle damage, soreness, fatigue, and inflammation: A systematic review with meta-analysis. Frontiers in Physiology, 9, 2018.","journal-title":"Frontiers in Physiology"},{"key":"e_1_3_2_1_5_1","series-title":"Suppl 2","volume-title":"Monitoring training load to understand fatigue in athletes. Sports medicine, 44","author":"Halson Shona L","year":"2014","unstructured":"Shona L Halson. Monitoring training load to understand fatigue in athletes. Sports medicine, 44(Suppl 2), 2014."},{"key":"e_1_3_2_1_6_1","volume-title":"Sensors","author":"Seshadri D. R.","year":"2020","unstructured":"D. R. Seshadri, R. T. Li, J. E. Voos, J. R. Rowbottom, C. M. Alfes, C. A. Zorman, and C. K. Drummond. Wearable devices for sports: New integrated technologies allowing real-time monitoring of athlete's physiological parameters. Sensors, 2020."},{"key":"e_1_3_2_1_7_1","volume-title":"Validity and reliability of wrist and arm-worn activity monitors: A systematic review. Sports Medicine - Open, 7(1)","author":"Shadwell JL","year":"2021","unstructured":"JL Shadwell, M Klonizakis, D Schneditz, DP Manning, J Sim, and MA Williams. Validity and reliability of wrist and arm-worn activity monitors: A systematic review. Sports Medicine - Open, 7(1), 2021."},{"key":"e_1_3_2_1_8_1","volume-title":"The rise of consumer health wearables: Promises and barriers. PLoS Medicine, 13(2)","author":"Piwek Lukasz","year":"2016","unstructured":"Lukasz Piwek, David A. Ellis, Sally Andrews, and Adam Joinson. The rise of consumer health wearables: Promises and barriers. PLoS Medicine, 13(2), 2016."},{"key":"e_1_3_2_1_9_1","volume-title":"Ananta Narayanan Balaji, and Fahim Kawsar. Omnibuds: A sensory earable platform for advanced bio-sensing and on-device machine learning. arXiv preprint arXiv:2410.04775","author":"Montanari Alessandro","year":"2024","unstructured":"Alessandro Montanari, Ashok Thangarajan, Khaldoon Al-Naimi, Andrea Ferlini, Yang Liu, Ananta Narayanan Balaji, and Fahim Kawsar. Omnibuds: A sensory earable platform for advanced bio-sensing and on-device machine learning. arXiv preprint arXiv:2410.04775, 2024."},{"key":"e_1_3_2_1_10_1","volume-title":"Sleep deprivation deteriorates heart rate variability and photoplethysmography. Frontiers in neuroscience, 15","author":"Bourdillon Nicolas","year":"2021","unstructured":"Nicolas Bourdillon, Fanny Jeanneret, Masih Nilchian, Patrick Albertoni, Pascal Ha, and Gr\u00e9goire P Millet. Sleep deprivation deteriorates heart rate variability and photoplethysmography. Frontiers in neuroscience, 15, 2021."},{"key":"e_1_3_2_1_11_1","volume-title":"Morning versus nocturnal heart rate and heart rate variability responses to intensified training in recreational runners. Sports Medicine-Open, 10(1)","author":"Nuuttila Olli-Pekka","year":"2024","unstructured":"Olli-Pekka Nuuttila, Heikki Kyr\u00f6l\u00e4inen, Veli-Pekka Kokkonen, and Arja Uusitalo. Morning versus nocturnal heart rate and heart rate variability responses to intensified training in recreational runners. Sports Medicine-Open, 10(1), 2024."},{"key":"e_1_3_2_1_12_1","volume-title":"Recommended amount of sleep for a healthy adult: a joint consensus statement of the american academy of sleep medicine and sleep research society. Journal of Clinical Sleep Medicine","author":"Consensus Conference Panel","year":"2015","unstructured":"Consensus Conference Panel, Nathaniel F Watson, M Safwan Badr, Gregory Belenky, Donald L Bliwise, Orfeu M Buxton, Daniel Buysse, David F Dinges, James Gangwisch, Michael A Grandner, et al. Recommended amount of sleep for a healthy adult: a joint consensus statement of the american academy of sleep medicine and sleep research society. Journal of Clinical Sleep Medicine, 2015."},{"key":"e_1_3_2_1_13_1","volume-title":"Heart-rate variability: a biomarker to study the influence of nutrition on physiological and psychological health? Behavioural pharmacology, 29(2 and 3)","author":"Young Hayley A","year":"2018","unstructured":"Hayley A Young and David Benton. Heart-rate variability: a biomarker to study the influence of nutrition on physiological and psychological health? Behavioural pharmacology, 29(2 and 3), 2018."},{"key":"e_1_3_2_1_14_1","volume-title":"Elisa Cainelli, Luca Vedovelli, Sabino Iliceto, Dario Gregori, et al. Dietary and lifestyle patterns are associated with heart rate variability. Journal of clinical medicine, 9(4)","author":"Reginato Elena","year":"2020","unstructured":"Elena Reginato, Danila Azzolina, Franco Folino, Romina Valentini, Camilla Bendinelli, Claudia Elena Gafare, Elisa Cainelli, Luca Vedovelli, Sabino Iliceto, Dario Gregori, et al. Dietary and lifestyle patterns are associated with heart rate variability. Journal of clinical medicine, 9(4), 2020."},{"key":"e_1_3_2_1_15_1","volume-title":"Mediterranean dietary pattern is associated with improved cardiac autonomic function among middle-aged men: a twin study. Circulation: Cardiovascular Quality and Outcomes, 3(4)","author":"Dai Jun","year":"2010","unstructured":"Jun Dai, Rachel Lampert, Peter W Wilson, Jack Goldberg, Thomas R Ziegler, and Viola Vaccarino. Mediterranean dietary pattern is associated with improved cardiac autonomic function among middle-aged men: a twin study. Circulation: Cardiovascular Quality and Outcomes, 3(4), 2010."},{"key":"e_1_3_2_1_16_1","volume-title":"In-ear ppg for vital signs","author":"Ferlini Andrea","year":"2021","unstructured":"Andrea Ferlini, Alessandro Montanari, Chulhong Min, Hongwei Li, Ugo Sassi, and Fahim Kawsar. In-ear ppg for vital signs. IEEE Pervasive Computing, 2021."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3638550.3641136"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3572864.3580341"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3675094.3680519"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3662009.3662022"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom64205.2025.00030"},{"key":"e_1_3_2_1_22_1","first-page":"5","author":"Shaffer Fred","year":"2017","unstructured":"Fred Shaffer and J. P. Ginsberg. An overview of heart rate variability metrics and norms. Frontiers in Public Health, 5, 2017.","journal-title":"Frontiers in Public Health"},{"key":"e_1_3_2_1_23_1","volume-title":"The effects of a music intervention on the autonomic nervous system during recovery from strenuous exercise. 29(1)","author":"Niu Mingyang","year":"2024","unstructured":"Mingyang Niu, Ruixue Zhao, and JiamengWang. The effects of a music intervention on the autonomic nervous system during recovery from strenuous exercise. 29(1), 2024."},{"key":"e_1_3_2_1_24_1","volume-title":"Marit Otto, and Preben Kidmose. Automatic sleep staging using ear-eeg. Biomedical engineering online, 16(1)","author":"Mikkelsen Kaare B","year":"2017","unstructured":"Kaare B Mikkelsen, David Bov\u00e9 Villadsen, Marit Otto, and Preben Kidmose. Automatic sleep staging using ear-eeg. Biomedical engineering online, 16(1), 2017."},{"key":"e_1_3_2_1_25_1","volume-title":"Martin Christian Hemmsen, Marit Otto, and Preben Kidmose. Ear-eeg for sleep assessment: a comparison with actigraphy and psg. Sleep and Breathing, 25(3)","author":"Tabar Yousef Rezaei","year":"2021","unstructured":"Yousef Rezaei Tabar, Kaare B Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Marit Otto, and Preben Kidmose. Ear-eeg for sleep assessment: a comparison with actigraphy and psg. Sleep and Breathing, 25(3), 2021."},{"key":"e_1_3_2_1_26_1","volume-title":"Auditory and non-auditory effects of noise on health. The Lancet, 383(9925)","author":"Basner Mathias","year":"2014","unstructured":"Mathias Basner,Wolfgang Babisch, Adrian Davis, Mark Brink, Christopher Clark, Sabine Janssen, and Stephen Stansfeld. Auditory and non-auditory effects of noise on health. The Lancet, 383(9925), 2014."},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 1(3)","author":"Earbit","year":"2017","unstructured":"Earbit: Using wearable sensors to detect eating episodes in unconstrained environments. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 1(3), 2017."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49660.2025.10887838"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49660.2025.10889668"},{"issue":"4","key":"e_1_3_2_1_30_1","volume":"11","author":"Varvogli Lia","year":"2017","unstructured":"Lia Varvogli and Christina Darviri. Stress and its consequences: a review of stress-related physiological changes and the role of biofeedback. Health Science Journal, 11(4), 2017.","journal-title":"Health Science Journal"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747661"},{"key":"e_1_3_2_1_32_1","first-page":"36","author":"Harvey Alan G","year":"2018","unstructured":"Alan G Harvey and Nicole K Tang. Thermoregulation and sleep: a review. Sleep Medicine Reviews, 36, 2018.","journal-title":"Sleep Medicine Reviews"},{"key":"e_1_3_2_1_33_1","volume-title":"Wearable sensors for monitoring hydration status: a review. Sensors, 19(21)","author":"Cooper Rory","year":"2019","unstructured":"Rory Cooper, Hao Zhang, and Gregor W Kirschen. Wearable sensors for monitoring hydration status: a review. Sensors, 19(21), 2019."},{"issue":"5","key":"e_1_3_2_1_34_1","volume":"26","author":"Armstrong Lawrence E","year":"2007","unstructured":"Lawrence E Armstrong. Assessing hydration status: the elusive gold standard. Journal of the American College of Nutrition, 26(5), 2007.","journal-title":"Journal of the American College of Nutrition"},{"key":"e_1_3_2_1_35_1","volume-title":"Wearable sensors for monitoring physical activity and posture: a systematic review. Sensors, 18(7)","author":"Rabin Olivier","year":"2018","unstructured":"Olivier Rabin, Joseph Joseph, and Pablo Andrade. Wearable sensors for monitoring physical activity and posture: a systematic review. Sensors, 18(7), 2018."},{"issue":"2","key":"e_1_3_2_1_36_1","volume":"8","author":"Spira Avinoam","year":"2018","unstructured":"Avinoam Spira, Nilli Friedman, and Anat Adler. Respiratory rate monitoring and its application to stress and recovery. Biomedical Engineering Letters, 8(2), 2018.","journal-title":"Biomedical Engineering Letters"},{"key":"e_1_3_2_1_37_1","volume-title":"Controlled breathing and its impact on autonomic and respiratory function. Psychosomatic Medicine, 75(7)","author":"Brown Richard P","year":"2013","unstructured":"Richard P Brown and Patricia L Gerbarg. Controlled breathing and its impact on autonomic and respiratory function. Psychosomatic Medicine, 75(7), 2013."},{"key":"e_1_3_2_1_38_1","volume-title":"Circadian timing in humans: role of the suprachiasmatic nucleus. Sleep Medicine Clinics, 8(4)","author":"Jr Wright Kenneth P","year":"2013","unstructured":"Kenneth P Jr Wright, Andrew W McHill, Brant R Birks, Brian R Griffin, Tanja Rusterholz, and Elizabeth D Chinoy. Circadian timing in humans: role of the suprachiasmatic nucleus. Sleep Medicine Clinics, 8(4), 2013."},{"key":"e_1_3_2_1_39_1","volume-title":"Circadian disruption and its impact on health and disease. Sleep Medicine Clinics, 14(4)","author":"Boivin Diane B","year":"2019","unstructured":"Diane B Boivin and Pierre Boudreau. Circadian disruption and its impact on health and disease. Sleep Medicine Clinics, 14(4), 2019."},{"key":"e_1_3_2_1_40_1","volume-title":"Jake Stuchbury-Wass, Mahbub Hassan, Cecilia Mascolo, et al. A survey of earable technology: Trends, tools, and the road ahead. arXiv preprint arXiv:2506.05720","author":"Hu Changshuo","year":"2025","unstructured":"Changshuo Hu, Qiang Yang, Yang Liu, Tobias R\u00f6ddiger, Kayla-Jade Butkow, Mathias Ciliberto, Adam Luke Pullin, Jake Stuchbury-Wass, Mahbub Hassan, Cecilia Mascolo, et al. A survey of earable technology: Trends, tools, and the road ahead. arXiv preprint arXiv:2506.05720, 2025."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.9860"}],"event":{"name":"UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing \/ ISWC ACM International Symposium on Wearable Computers","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Espoo Finland"},"container-title":["Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3714394.3757260","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T16:59:27Z","timestamp":1767113967000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3714394.3757260"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,12]]},"references-count":41,"alternative-id":["10.1145\/3714394.3757260","10.1145\/3714394"],"URL":"https:\/\/doi.org\/10.1145\/3714394.3757260","relation":{},"subject":[],"published":{"date-parts":[[2025,10,12]]},"assertion":[{"value":"2025-12-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}