Location prediction on trajectory data: A review

R Wu, G Luo, J Shao, L Tian… - Big data mining and …, 2018 - ieeexplore.ieee.org
Location prediction is the key technique in many location based services including route
navigation, dining location recommendations, and traffic planning and control, to mention a …

Mining geographic-temporal-semantic patterns in trajectories for location prediction

JJC Ying, WC Lee, VS Tseng - ACM Transactions on Intelligent Systems …, 2014 - dl.acm.org
In recent years, research on location predictions by mining trajectories of users has attracted
a lot of attention. Existing studies on this topic mostly treat such predictions as just a type of …

Personalized location prediction for group travellers from spatial–temporal trajectories

E Naserian, X Wang, K Dahal, Z Wang… - Future Generation …, 2018 - Elsevier
In recent years, research on location predictions by mining trajectories of users has attracted
a lot of attentions. Existing studies on this topic mostly focus on individual movements …

A comprehensive survey on trajectory-based location prediction

V Koolwal, KK Mohbey - Iran Journal of Computer Science, 2020 - Springer
Recent explorative growth in telecommunication and telepathy technology has flooded the
market with location-based data, which paves the way for location-aware prediction …

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 …

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 …

[PDF][PDF] HST-LSTM: A hierarchical spatial-temporal long-short term memory network for location prediction.

D Kong, F Wu - Ijcai, 2018 - ijcai.org
The widely use of positioning technology has made mining the movements of people
feasible and plenty of trajectory data have been accumulated. How to efficiently leverage …

T-DesP: Destination prediction based on big trajectory data

X Li, M Li, YJ Gong, XL Zhang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Destination prediction is very important in location-based services such as recommendation
of targeted advertising location. Most current approaches always predict destination …

A system for destination and future route prediction based on trajectory mining

L Chen, M Lv, G Chen - Pervasive and Mobile Computing, 2010 - Elsevier
Location is a key context ingredient and many existing pervasive applications rely on the
current locations of their users. However, with the ability to predict the future location and …

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 …