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- research-articleApril 2023
Left on Read: Reply Latency for Anxiety & Depression Screening
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 500–502https://doi.org/10.1145/3544793.3563429Mental health is a critical societal issue and early screening is vital to enabling timely treatment. The rise of text-based communications provides new modalities that can be used to passively screen for mental illnesses. In this paper we present an ...
- research-articleApril 2023
Designing and evaluating a system for studying EarEEG signals
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 225–228https://doi.org/10.1145/3544793.3563417Electroencephalography (EEG) allows the study of the brain in humans with applications in areas of Psychology, Brain-Computer Interfaces, and Neuromarketing. The conventional systems limit the applications of EEG to lab environments, but recent ...
- research-articleApril 2023
A Preliminary Study for Detecting Visual Search Behaviors During Street Walking Using Earable Device
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 254–257https://doi.org/10.1145/3544793.3563416Map applications on smartphones are powerful navigation tools for walking among places to visit for the first time and are widely used. On the other hand, checking the map applications tend to cause accidents on the road such as collisions with people, ...
- research-articleApril 2023
OpenEarable: Open Hardware Earable Sensing Platform
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 246–251https://doi.org/10.1145/3544793.3563415Earables are ear-worn devices that offer functionalities beyond basic audio in- and output. In this paper we present the ongoing development of a new, open-source, Arduino-based earable platform called OpenEarable. It is based on standard components, ...
- research-articleApril 2023
BERT Variants for Depression Screening with Typed and Transcribed Responses
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 211–215https://doi.org/10.1145/3544793.3563405Early treatment of depression has been proven to be very effective. However, diagnosing depression remains a challenge with current diagnostic tools. Research has begun exploring digital and mobile modalities for depression screening. In our research, ...
- research-articleApril 2023
Towards a Toolkit for Free Living Wearable Development
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 379–385https://doi.org/10.1145/3544793.3560399Real-world Data collection and analysis is a significant pain point in wearable device development, requiring multidisciplinary skills in: embedded systems, application development, data science, and domain expert knowledge. In this work, we first ...
- introductionApril 2023
EarComp 2022: Third International Workshop on Earable Computing
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 221–224https://doi.org/10.1145/3544793.3560376The objective of the 3rd ACM International Workshop on Earable Computing (EarComp 2022) is to provide an academic forum and bring together researchers, practitioners, and design experts to discuss how sensory earables technologies have and can ...
- posterApril 2023
Location Representations for Accelerating the Training of Next POI Recommender System
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 133–135https://doi.org/10.1145/3544793.3560370With the widespread use of mobile devices, many next Point-Of-Interest (POI) recommender systems train users’ data on their devices to provide personalized recommendation services, which requires the algorithms to have an efficient convergence rate. ...
- posterApril 2023
Sweatcessory: a Wearable Necklace for Sensing Biological Data in Sweat
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 141–143https://doi.org/10.1145/3544793.3560342Sweat contains various analytes (biochemical data) that can be used to monitor health. Electrochemical sweat biosensors non-invasively monitor analytes via an electrode in contact with the skin. We introduce Sweatcessory, a novel form factor (a ...