Anticipatory mobile computing: A survey of the state of the art and research challenges

V Pejovic, M Musolesi - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
Today's mobile phones are far from the mere communication devices they were 10 years
ago. Equipped with sophisticated sensors and advanced computing hardware, phones can …

Urban human mobility data mining: An overview

K Zhao, S Tarkoma, S Liu, H Vo - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Understanding urban human mobility is crucial for epidemic control, urban planning, traffic
forecasting systems and, more recently, various mobile and network applications …

Limits of predictability in human mobility

C Song, Z Qu, N Blumm, AL Barabási - Science, 2010 - science.org
A range of applications, from predicting the spread of human and electronic viruses to city
planning and resource management in mobile communications, depend on our ability to …

DTN routing as a resource allocation problem

A Balasubramanian, B Levine… - Proceedings of the 2007 …, 2007 - dl.acm.org
Many DTN routing protocols use a variety of mechanisms, including discovering the meeting
probabilities among nodes, packet replication, and network coding. The primary focus of …

Extracting a mobility model from real user traces

M Kim, D Kotz, S Kim - 2006 - digitalcommons.dartmouth.edu
Understanding user mobility is critical for simulations of mobile devices in a wireless
network, but current mobility models often do not reflect real user movements. In this paper …

What's your next move: User activity prediction in location-based social networks

J Ye, Z Zhu, H Cheng - Proceedings of the 2013 SIAM International …, 2013 - SIAM
Location-based social networks have been gaining increasing popularity in recent years. To
increase users' engagement with location-based services, it is important to provide attractive …

Practical routing in delay-tolerant networks

EPC Jones, L Li, PAS Ward - Proceedings of the 2005 ACM SIGCOMM …, 2005 - dl.acm.org
Delay-tolerant networks (DTNs) have the potential to connect devices and areas of the world
that are under-served by current networks. A critical challenge for DTNs is determining …

Nextplace: a spatio-temporal prediction framework for pervasive systems

S Scellato, M Musolesi, C Mascolo, V Latora… - … , Pervasive 2011, San …, 2011 - Springer
Accurate and fine-grained prediction of future user location and geographical profile has
interesting and promising applications including targeted content service, advertisement …

Breadcrumbs: forecasting mobile connectivity

AJ Nicholson, BD Noble - Proceedings of the 14th ACM international …, 2008 - dl.acm.org
Mobile devices cannot rely on a single managed network, but must exploit a wide variety of
connectivity options as they travel. We argue that such systems must consider the derivative …

[PDF][PDF] A non-parametric generative model for human trajectories.

K Ouyang, R Shokri, DS Rosenblum, W Yang - IJCAI, 2018 - researchgate.net
Modeling human mobility and generating synthetic yet realistic location trajectories play a
fundamental role in many (privacy-aware) analysis and design processes that operate on …