Analyzing large-scale human mobility data: a survey of machine learning methods and applications

Anonymizing mobility data using semantic cloaking

(2016) Omer Barak et al.   Pervasive and Mobile Computing

Anticipatory Mobile Computing

(2015) Veljko Pejovic et al.   ACM COMPUTING SURVEYS

NextCell: Predicting Location Using Social Interplay from Cell Phone Traces

(2015) Daqiang Zhang et al.   IEEE TRANSACTIONS ON COMPUTERS

From taxi GPS traces to social and community dynamics

(2014) Pablo Samuel Castro et al.   ACM COMPUTING SURVEYS

Change in BMI Accurately Predicted by Social Exposure to Acquaintances

(2013) Rahman O. Oloritun et al.   PLoS One

Unique in the Crowd: The privacy bounds of human mobility

(2013) Yves-Alexandre de Montjoye et al.   Scientific Reports

Mining GPS data for mobility patterns: A survey

(2013) Miao Lin et al.   Pervasive and Mobile Computing

Discovering places of interest in everyday life from smartphone data

(2012) Raul Montoliu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Socio-Geography of Human Mobility: A Study Using Longitudinal Mobile Phone Data

(2012) Santi Phithakkitnukoon et al.   PLoS One

Predictability of population displacement after the 2010 Haiti earthquake

(2012) X. Lu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Quantifying the Impact of Human Mobility on Malaria

(2012) A. Wesolowski et al.   SCIENCE

A Tale of One City: Using Cellular Network Data for Urban Planning

(2011) Richard A Becker et al.   IEEE PERVASIVE COMPUTING

An analysis of the factors influencing differences in survey-reported and GPS-recorded trips

(2011) Stacey G. Bricka et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Improved Response to Disasters and Outbreaks by Tracking Population Movements with Mobile Phone Network Data: A Post-Earthquake Geospatial Study in Haiti

(2011) Linus Bengtsson et al.   PLOS MEDICINE

Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome

(2010) Francesco Calabrese et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Mining Discriminative Patterns for Classifying Trajectories on Road Networks

(2010) Jae-Gil Lee et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Modelling the scaling properties of human mobility

(2010) Chaoming Song et al.   Nature Physics

Limits of Predictability in Human Mobility

(2010) C. Song et al.   SCIENCE

Eigenbehaviors: identifying structure in routine

(2009) Nathan Eagle et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

An Ecosystem for Learning and Using Sensor-Driven IM Status Messages

(2009) Donald J. Patterson et al.   IEEE PERVASIVE COMPUTING

Urban gravity: a model for inter-city telecommunication flows

(2009) Gautier Krings et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Multiscale mobility networks and the spatial spreading of infectious diseases

(2009) D. Balcan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Inferring friendship network structure by using mobile phone data

(2009) N. Eagle et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Understanding the Spreading Patterns of Mobile Phone Viruses

(2009) P. Wang et al.   SCIENCE

Understanding individual human mobility patterns

(2008) Marta C. González et al.   NATURE

A survey of computational location privacy

(2008) John Krumm   Personal and Ubiquitous Computing

The use of advanced tracking technologies for the analysis of mobility in Alzheimer's disease and related cognitive diseases

(2008) Noam Shoval et al.   BMC Geriatrics