Inferring User Intents from Motion in Hearing Healthcare
| Autor: | Jakob Eg Larsen, Maciej Jan Korzepa, Michael Kai Petersen, Benjamin Johansen, Niels Henrik Pontoppidan |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Soundscape
Aging Computer science business.industry Augmented audio User behavior Wearable computer 030204 cardiovascular system & hematology Mental health Motion (physics) Hearing impairment Activity 03 medical and health sciences Motion 0302 clinical medicine SDG 3 - Good Health and Well-being Human–computer interaction Health Health care 030212 general & internal medicine Cognitive decline business |
| Zdroj: | Johansen, B, Korzepa, M J, Petersen, M K, Pontoppidan, N H & Larsen, J E 2018, Inferring User Intents from Motion in Hearing Healthcare . in Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers . Association for Computing Machinery, pp. 670-675, 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, Singapore, Singapore, 08/10/2018 . https://doi.org/10.1145/3267305.3267683 UbiComp/ISWC Adjunct |
| Popis: | Sensors in our phones and wearables, leave digital traces of our activities. With active user participation, these devices serve as personal sensing devices, giving insights to human behavior, thoughts, intents and personalities. We discuss how acoustical environment data from hearing aids, coupled with motion and location data from smartphones, may provide new insights to physical and mental health. We outline an approach to model soundscape and context data to learn preferences for personalized hearing healthcare. Using Bayesian statistical inference we investigate how physical motion and acoustical features may interact to capture behavioral patterns. Finally, we discuss how such insights may offer a foundation for designing new types of participatory healthcare solutions, as preventive measures against cognitive decline, and physical health. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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