Measuring mobility to monitor travel and physical distancing interventions: a common framework for mobile phone data analysis
A surge of interest has been noted in the use of mobility data from mobile phones to monitor
physical distancing and model the spread of severe acute respiratory syndrome coronavirus …
physical distancing and model the spread of severe acute respiratory syndrome coronavirus …
GPS driving: a digital biomarker for preclinical Alzheimer disease
Background Alzheimer disease (AD) is the most common cause of dementia. Preclinical AD
is the period during which early AD brain changes are present but cognitive symptoms have …
is the period during which early AD brain changes are present but cognitive symptoms have …
Big data analysis on the spatial networks of urban agglomeration
Urban agglomerations are considered as significant space typologies in the post
globalization & digitalization era. The spatial linkage intensity of cities in urban …
globalization & digitalization era. The spatial linkage intensity of cities in urban …
Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
The number of people diagnosed with dementia is expected to rise in the coming years.
Given that there is currently no definite cure for dementia and the cost of care for this …
Given that there is currently no definite cure for dementia and the cost of care for this …
Your apps give you away: distinguishing mobile users by their app usage fingerprints
Understanding mobile app usage has become instrumental to service providers to optimize
their online services. Meanwhile, there is a growing privacy concern that users' app usage …
their online services. Meanwhile, there is a growing privacy concern that users' app usage …
Identifying and monitoring the daily routine of seniors living at home
As the population in the Western world is rapidly aging, the remote monitoring solutions
integrated into the living environment of seniors have the potential to reduce the care burden …
integrated into the living environment of seniors have the potential to reduce the care burden …
How does air pollution affect travel behavior? A big data field study
Exposure to ambient air pollution causes 4.2 million deaths worldwide every year; thus,
people may avoid traveling on polluted days. However, the extant studies have mixed …
people may avoid traveling on polluted days. However, the extant studies have mixed …
Putting human behavior predictability in context
Various studies have investigated the predictability of different aspects of human behavior
such as mobility patterns, social interactions, and shop** and online behaviors. However …
such as mobility patterns, social interactions, and shop** and online behaviors. However …
[PDF][PDF] Predicting human mobility through the assimilation of social media traces into mobility models
Predicting human mobility flows at different spatial scales is challenged by the heterogeneity
of individual trajectories and the multi-scale nature of transportation networks. As vast …
of individual trajectories and the multi-scale nature of transportation networks. As vast …
Examining the limits of predictability of human mobility
We challenge the upper bound of human-mobility predictability that is widely used to
corroborate the accuracy of mobility prediction models. We observe that extensions of …
corroborate the accuracy of mobility prediction models. We observe that extensions of …