Mapping and taking stock of the personal informatics literature

DA Epstein, C Caldeira, MC Figueiredo, X Lu… - Proceedings of the …, 2020 - dl.acm.org
The research community on the study and design of systems for personal informatics has
grown over the past decade. To take stock of what the topics the field has studied and …

Human activity recognition using inertial sensors in a smartphone: An overview

W Sousa Lima, E Souto, K El-Khatib, R Jalali, J Gama - Sensors, 2019 - mdpi.com
The ubiquity of smartphones and the growth of computing resources, such as connectivity,
processing, portability, and power of sensing, have greatly changed people's lives. Today …

Using smartphones to collect behavioral data in psychological science: Opportunities, practical considerations, and challenges

GM Harari, ND Lane, R Wang… - Perspectives on …, 2016 - journals.sagepub.com
Smartphones now offer the promise of collecting behavioral data unobtrusively, in situ, as it
unfolds in the course of daily life. Data can be collected from the onboard sensors and other …

Complex human activity recognition using smartphone and wrist-worn motion sensors

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2016 - mdpi.com
The position of on-body motion sensors plays an important role in human activity
recognition. Most often, mobile phone sensors at the trouser pocket or an equivalent position …

A survey of online activity recognition using mobile phones

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2015 - mdpi.com
Physical activity recognition using embedded sensors has enabled many context-aware
applications in different areas, such as healthcare. Initially, one or more dedicated wearable …

[HTML][HTML] Opportunities and challenges for smartphone applications in supporting health behavior change: qualitative study

L Dennison, L Morrison, G Conway, L Yardley - Journal of medical Internet …, 2013 - jmir.org
Background: There is increasing interest from academics and clinicians in harnessing
smartphone applications (apps) as a means of delivering behavioral interventions for health …

Tracking depression dynamics in college students using mobile phone and wearable sensing

R Wang, W Wang, A DaSilva, JF Huckins… - Proceedings of the …, 2018 - dl.acm.org
There are rising rates of depression on college campuses. Mental health services on our
campuses are working at full stretch. In response researchers have proposed using mobile …

[HTML][HTML] Fusion of smartphone motion sensors for physical activity recognition

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2014 - mdpi.com
For physical activity recognition, smartphone sensors, such as an accelerometer and a
gyroscope, are being utilized in many research studies. So far, particularly, the …

Next-generation psychiatric assessment: Using smartphone sensors to monitor behavior and mental health.

D Ben-Zeev, EA Scherer, R Wang, H Xie… - Psychiatric …, 2015 - psycnet.apa.org
Objective: Optimal mental health care is dependent upon sensitive and early detection of
mental health problems. We have introduced a state-of-the-art method for the current study …

Activity recognition with smartphone sensors

X Su, H Tong, P Ji - Tsinghua science and technology, 2014 - ieeexplore.ieee.org
The ubiquity of smartphones together with their ever-growing computing, networking, and
sensing powers have been changing the landscape of people's daily life. Among others …