Detecting Receptivity for mHealth Interventions in the Natural Environment [0.03%]
在自然环境中检测移动卫生干预措施的接受度
Varun Mishra,Florian Künzler,Jan-Niklas Kramer et al.
Varun Mishra et al.
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 crucial aspect of JITAIs is properly timing the deliv...
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors [0.03%]
吸烟Opp：使用移动传感器检测吸烟的“机会”环境
Soujanya Chatterjee,Alexander Moreno,Steven Lloyd Lizotte et al.
Soujanya Chatterjee et al.
Context plays a key role in impulsive adverse behaviors such as fights, suicide attempts, binge-drinking, and smoking lapse. Several contexts dissuade such behaviors, but some may trigger adverse impulsive behaviors. We define these latter ...
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity [0.03%]
个性化HeartSteps：优化身体活动的强化学习算法
Peng Liao,Kristjan Greenewald,Predrag Klasnja et al.
Peng Liao et al.
With the recent proliferation of mobile health technologies, health scientists are increasingly interested in developing just-in-time adaptive interventions (JITAIs), typically delivered via notifications on mobile devices and designed to h...
NeckSense: A Multi-Sensor Necklace for Detecting Eating Activities in Free-Living Conditions [0.03%]
颈动脉感知器：一种用于在自然生活中检测进食活动的多传感器项链
Shibo Zhang,Yuqi Zhao,Dzung Tri Nguyen et al.
Shibo Zhang et al.
We present the design, implementation, and evaluation of a multi-sensor, low-power necklace, NeckSense, for automatically and unobtrusively capturing fine-grained information about an individual's eating activity and eating episodes, across...
ReVibe: A Context-assisted Evening Recall Approach to Improve Self-report Adherence [0.03%]
基于情境的回忆辅助以提高患者自我报告依从性的方法研究
Mashfiqui Rabbi,Katherine Li,H Yanna Yan et al.
Mashfiqui Rabbi et al.
Besides passive sensing, ecological momentary assessments (EMAs) are one of the primary methods to collect in-the-moment data in ubiquitous computing and mobile health. While EMAs have the advantage of low recall bias, a disadvantage is tha...
Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors [0.03%]
基于可穿戴设备的生理和惯性传感器的压力对话自动化检测方法研究
Rummana Bari,Md Mahbubur Rahman,Nazir Saleheen et al.
Rummana Bari et al.
Stressful conversation is a frequently occurring stressor in our daily life. Stressors not only adversely affect our physical and mental health but also our relationships with family, friends, and coworkers. In this paper, we present a mode...
Examining Opportunities for Goal-Directed Self-Tracking to Support Chronic Condition Management [0.03%]
探究面向目标的自我跟踪在慢性病管理中的机会支持
Jessica Schroeder,Ravi Karkar,Natalia Murinova et al.
Jessica Schroeder et al.
Although self-tracking offers potential for a more complete, accurate, and longer-term understanding of personal health, many people struggle with or fail to achieve their goals for health-related self-tracking. This paper investigates how ...
Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity [0.03%]
基于电话的关系估计机器学习：考虑人口异质性的必要性
Tony Liu,Jennifer Nicholas,Max M Theilig et al.
Tony Liu et al.
Estimating the category and quality of interpersonal relationships from ubiquitous phone sensor data matters for studying mental well-being and social support. Prior work focused on using communication volume to estimate broad relationship ...
micro-Stress EMA: A Passive Sensing Framework for Detecting in-the-wild Stress in Pregnant Mothers [0.03%]
微型压力EMA：一种用于检测孕妇压力的被动感知框架
Zachary D King,Judith Moskowitz,Begum Egilmez et al.
Zachary D King et al.
High levels of stress during pregnancy increase the chances of having a premature or low-birthweight baby. Perceived self-reported stress does not often capture or align with the physiological and behavioral response. But what if there was ...
To Mask or Not to Mask? Balancing Privacy with Visual Confirmation Utility in Activity-Oriented Wearable Cameras [0.03%]
戴着面具还是不戴？在面向活动的可穿戴摄像机中权衡隐私和视觉确认效用
Rawan Alharbi,Mariam Tolba,Lucia C Petito et al.
Rawan Alharbi et al.
Activity-oriented cameras are increasingly being used to provide visual confirmation of specific hand-related activities in real-world settings. However, recent studies have shown that bystander privacy concerns limit participant willingnes...