What will you do for the rest of the day? an approach to continuous trajectory prediction

A Sadri, FD Salim, Y Ren, W Shao, JC Krumm… - Proceedings of the …, 2018 - dl.acm.org
Understanding and predicting human mobility is vital to a large number of applications,
ranging from recommendations to safety and urban service planning. In some travel …

How long are you staying? Predicting residence time from human mobility traces

P Baumann, W Kleiminger, S Santini - Proceedings of the 19th annual …, 2013 - dl.acm.org
Predicting the arrival and residence time of individuals at their relevant places enables a
plethora of novel applications. In this work we first analyze the theoretical predictability of …

Capturing complex behaviour for predicting distant future trajectories

B Chapuis, A Moro, V Kulkarni… - Proceedings of the 5th …, 2016 - dl.acm.org
We put forth a system, to predict distant-future positions of multiple moving entities and index
the forecasted trajectories, in order to answer predictive queries involving long time …

Analyzing movement predictability using human attributes and behavioral patterns

A Solomon, A Livne, G Katz, B Shapira… - … , Environment and Urban …, 2021 - Elsevier
The ability to predict human mobility, ie, transitions between a user's significant locations
(the home, workplace, etc.) can be helpful in a wide range of applications, including targeted …

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 …

Early destination prediction with spatio-temporal user behavior patterns

R Imai, K Tsubouchi, T Konishi… - Proceedings of the ACM …, 2018 - dl.acm.org
Predicting user behavior makes it possible to provide personalized services. Destination
prediction (eg predicting a future location) can be applied to various practical applications …

[PDF][PDF] Understanding predictability and exploration in human mobility

A Cuttone, S Lehmann, MC González - EPJ Data Science, 2018 - Springer
Predictive models for human mobility have important applications in many fields including
traffic control, ubiquitous computing, and contextual advertisement. The predictive …

[HTML][HTML] A survey on next location prediction techniques, applications, and challenges

AG Chekol, MS Fufa - EURASIP Journal on Wireless Communications and …, 2022 - Springer
Next location prediction has recently gained great attention from researchers due to its
importance in different application areas. Recent growth of location-based service …

Predicting personal mobility with individual and group travel histories

GD Lorenzo, J Reades… - … and Planning B …, 2012 - journals.sagepub.com
Understanding and predicting human mobility is a crucial component of a range of
administrative activities, from transportation planning to tourism and travel management. In …

The influence of temporal and spatial features on the performance of next-place prediction algorithms

P Baumann, W Kleiminger, S Santini - Proceedings of the 2013 ACM …, 2013 - dl.acm.org
Several algorithms to predict the next place visited by a user have been proposed in the
literature. The accuracy of these algorithms--measured as the ratio of the number of correct …