Data protection in AI services: A survey

C Meurisch, M Mühlhäuser - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Advances in artificial intelligence (AI) have shaped today's user services, enabling
enhanced personalization and better support. As such AI-based services inevitably require …

Toward data-driven digital therapeutics analytics: Literature review and research directions

U Lee, G Jung, EY Ma, J San Kim, H Kim… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
With the advent of digital therapeutics (DTx), the development of software as a medical
device (SaMD) for mobile and wearable devices has gained significant attention in recent …

Investigating prompts for supporting students' self-regulation–A remaining challenge for learning analytics approaches?

C Schumacher, D Ifenthaler - The Internet and higher education, 2021 - Elsevier
To perform successfully in higher education learners are considered to engage in self-
regulation. Prompts in digital learning environments aim at activating self-regulation …

Unobtrusive assessment of students' emotional engagement during lectures using electrodermal activity sensors

E Di Lascio, S Gashi, S Santini - Proceedings of the ACM on Interactive …, 2018 - dl.acm.org
Modern wearable devices enable the continuous and unobtrusive monitoring of human
physiological parameters, including heart rate and electrodermal activity. Through the …

Xair: A framework of explainable ai in augmented reality

X Xu, A Yu, TR Jonker, K Todi, F Lu, X Qian… - Proceedings of the …, 2023 - dl.acm.org
Explainable AI (XAI) has established itself as an important component of AI-driven
interactive systems. With Augmented Reality (AR) becoming more integrated in daily lives …

K-EmoPhone: A Mobile and Wearable Dataset with In-Situ Emotion, Stress, and Attention Labels

S Kang, W Choi, CY Park, N Cha, A Kim… - Scientific data, 2023 - nature.com
With the popularization of low-cost mobile and wearable sensors, several studies have used
them to track and analyze mental well-being, productivity, and behavioral patterns. However …

Hello there! is now a good time to talk? opportune moments for proactive interactions with smart speakers

N Cha, A Kim, CY Park, S Kang, M Park… - Proceedings of the …, 2020 - dl.acm.org
Increasing number of researchers and designers are envisioning a wide range of novel
proactive conversational services for smart speakers such as context-aware reminders and …

Detecting receptivity for mHealth interventions in the natural environment

V Mishra, F Künzler, JN Kramer, E Fleisch… - Proceedings of the …, 2021 - dl.acm.org
Just-In-Time Adaptive Intervention (JITAI) is an emerging technique with great potential to
support health behavior by providing the right type and amount of support at the right time. A …

[HTML][HTML] Assessing real-time moderation for developing adaptive mobile health interventions for medical interns: micro-randomized trial

T NeCamp, S Sen, E Frank, MA Walton… - Journal of medical …, 2020 - jmir.org
Background Individuals in stressful work environments often experience mental health
issues, such as depression. Reducing depression rates is difficult because of persistently …

Exploring the state-of-receptivity for mHealth interventions

F Künzler, V Mishra, JN Kramer, D Kotz… - Proceedings of the …, 2019 - dl.acm.org
Recent advancements in sensing techniques for mHealth applications have led to
successful development and deployments of several mHealth intervention designs …