Predicting mobility events on personal devices

A Peddemors, H Eertink, I Niemegeers - Pervasive and Mobile Computing, 2010 - Elsevier
High-end mobile phones are quickly becoming versatile sensing platforms, capable of
continuously capturing the dynamic context of their owners through various sensors. A …

Been there, done that: What your mobility traces reveal about your behavior

V Etter, M Kafsi, E Kazemi - … , in conjunction with int. conf. on …, 2012 - infoscience.epfl.ch
Mobility is a central aspect of our life; the locations we visit reflect our tastes and lifestyle and
shape our social relationships. The ability to foresee the places a user will visit is therefore …

Online learning based contextual model for mobility prediction

M Naveed - Evolving Ambient Intelligence: AmI 2013 Workshops …, 2013 - Springer
Use of mobile devices for the personal and corporate purposes is growing rapidly. Context-
awareness is an essential feature of the mobile apps. In this paper, we present an approach …

Where to go from here? Mobility prediction from instantaneous information

V Etter, M Kafsi, E Kazemi, M Grossglauser… - Pervasive and Mobile …, 2013 - Elsevier
We present the work that allowed us to win the Next-Place Prediction task of the Nokia
Mobile Data Challenge. Using data collected from the smartphones of 80 users, we explore …

Systematic analysis of fine-grained mobility prediction with on-device contextual data

H Li, F Lin, X Lu, C Xu, G Huang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
User mobility prediction is widely considered by the research community. Many studies have
explored various algorithms to predict where a user is likely to visit based on their contexts …

[PDF][PDF] Nokia mobile data challenge: Predicting semantic place and next place via mobile data

YZYSY Wang - Work, 2012 - researchgate.net
The appearance of smartphones equipped with various sensors enables pervasive
monitoring of mobile users' behaviors and mobility. The Nokia Mobile Data Challenge …

A probabilistic kernel method for human mobility prediction with smartphones

TMT Do, O Dousse, M Miettinen… - Pervasive and Mobile …, 2015 - Elsevier
Human mobility prediction is an important problem that has a large number of applications,
especially in context-aware services. This paper presents a study on location prediction …

Mobility prediction using future knowledge

MH Sun, DM Blough - Proceedings of the 10th ACM Symposium on …, 2007 - dl.acm.org
Anticipating user mobility can be a critical feature for today's mobile systems. We introduce a
novel location predictor which incorporates knowledge of a user's potential future locations …

Modeling user activity patterns for next-place prediction

C Yu, Y Liu, D Yao, LT Yang, H Jin… - IEEE Systems …, 2015 - ieeexplore.ieee.org
Location has played a very important role in pervasive computing systems. Beyond the
current location, knowing an individual's next location in advance can also enable many …

[PDF][PDF] Pnlum: System for prediction of next location for users with mobility

L Nguyen, H Cheng, P Wu, S Buthpitiya… - Nokia Mobile Data …, 2012 - idiap.ch
As context-sensing smartphones and context-based services gain mainstream popularity,
there is an increased interest in developing techniques that can predict user's future …