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WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches

Published: 08 October 2023 Publication History

Abstract

We present WatchPPG, an open-source toolkit that enables raw photoplethysmography (PPG) data collection and stress detection using off-the-shelf smartwatches.

References

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Karen Hovsepian, Mustafa Al’Absi, Emre Ertin, Thomas Kamarck, Motohiro Nakajima, and Santosh Kumar. 2015. cStress: towards a gold standard for continuous stress assessment in the mobile environment. In Proceedings of the 2015 ACM international joint conference on pervasive and ubiquitous computing. 493–504.
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Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, and Mary P Czerwinski. 2022. Design of digital workplace stress-reduction intervention systems: Effects of intervention type and timing. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. 1–16.
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Varun Mishra, Sougata Sen, Grace Chen, Tian Hao, Jeffrey Rogers, Ching-Hua Chen, and David Kotz. 2020. Evaluating the reproducibility of physiological stress detection models. Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies 4, 4 (2020), 1–29.
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Published In

cover image ACM Conferences
UbiComp/ISWC '23 Adjunct: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing
October 2023
822 pages
ISBN:9798400702006
DOI:10.1145/3594739
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 October 2023

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Author Tags

  1. Commercial Wearables
  2. JIT Intervention
  3. Stress Detection

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  • Abstract
  • Research
  • Refereed limited

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  • Bio & Medical Technology Development Program of the National Research Foundation

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UbiComp/ISWC '23

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Overall Acceptance Rate 764 of 2,912 submissions, 26%

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