Clustering and aggregating clues of trajectories for mining trajectory patterns and routes

CC Hung, WC Peng, WC Lee - The VLDB Journal, 2015 - Springer
In this paper, we propose a new trajectory pattern mining framework, namely Clustering and
Aggregating Clues of Trajectories (CACT), for discovering trajectory routes that represent the …

A survey on trajectory data mining: Techniques and applications

Z Feng, Y Zhu - IEEE Access, 2016 - ieeexplore.ieee.org
Rapid advance of location acquisition technologies boosts the generation of trajectory data,
which track the traces of moving objects. A trajectory is typically represented by a sequence …

Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

Trajectory data mining: A review of methods and applications

JD Mazimpaka, S Timpf - Journal of …, 2016 - digitalcommons.library.umaine.edu
The increasing use of location-aware devices has led to an increasing availability of
trajectory data. As a result, researchers devoted their efforts to developing analysis methods …

Wherenext: a location predictor on trajectory pattern mining

A Monreale, F Pinelli, R Trasarti… - Proceedings of the 15th …, 2009 - dl.acm.org
The pervasiveness of mobile devices and location based services is leading to an
increasing volume of mobility data. This side eect provides the opportunity for innovative …

[PDF][PDF] Mining spatio-temporal patterns in trajectory data

JY Kang, HS Yong - Journal of Information Processing Systems, 2010 - koreascience.kr
Spatio-temporal patterns extracted from historical trajectories of moving objects reveal
important knowledge about movement behavior for high quality LBS services. Existing …

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 …

On discovery of gathering patterns from trajectories

K Zheng, Y Zheng, NJ Yuan… - 2013 IEEE 29th …, 2013 - ieeexplore.ieee.org
The increasing pervasiveness of location-acquisition technologies has enabled collection of
huge amount of trajectories for almost any kind of moving objects. Discovering useful …

Discovering chasing behavior in moving object trajectories

F de Lucca Siqueira, V Bogorny - Transactions in GIS, 2011 - Wiley Online Library
With the increasing use of mobile devices, a lot of tracks of movement of objects are being
collected. The advanced trajectory data mining research has allowed the discovery of many …

Trajectory pattern mining

H Jeung, ML Yiu, CS Jensen - Computing with spatial trajectories, 2011 - Springer
In step with the rapidly growing volumes of available moving-object trajectory data, there is
also an increasing need for techniques that enable the analysis of trajectories. Such …