A Survey on Trajectory Data Mining: Techniques and Applications

@article{Feng2016ASO,
  title={A Survey on Trajectory Data Mining: Techniques and Applications},
  author={Zhenni Feng and Yanmin Zhu},
  journal={IEEE Access},
  year={2016},
  volume={4},
  pages={2056-2067}
}
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 of timestamped geographical locations. A wide spectrum of applications can benefit from the trajectory data mining. Bringing unprecedented opportunities, large-scale trajectory data also pose great challenges. In this paper, we survey various applications of trajectory data mining, e.g., path discovery… CONTINUE READING
Highly Cited
This paper has 42 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Explore Further: Topics Discussed in This Paper

Citations

Publications citing this paper.
Showing 1-10 of 24 extracted citations

A Survey on Trajectory Data Management for Hybrid Transactional and Analytical Workloads

2018 IEEE International Conference on Big Data (Big Data) • 2018
View 6 Excerpts
Method Support
Highly Influenced

A Survey on Destination Prediction Using Trajectory Data Mining Technique

Dr. V. Vijaya Chamundeeswari
2016
View 4 Excerpts
Method Support
Highly Influenced

Approximate Query Processing: What is New and Where to Go?

Data Science and Engineering • 2018
View 1 Excerpt

Exploiting Multi-Hop Relay to Achieve Mobility-Aware Transmission Scheduling in mmWave Systems

2018 IEEE International Conference on Communications (ICC) • 2018
View 2 Excerpts

Macroscopic Patterns in Sparse Location Data: Identifying Mobility Prototypes

2018 IEEE Fourth International Conference on Big Data Computing Service and Applications (BigDataService) • 2018

References

Publications referenced by this paper.
Showing 1-10 of 85 references

Indexing Spatio-Temporal Trajectories with Efficient Polynomial Approximations

IEEE Transactions on Knowledge and Data Engineering • 2007
View 4 Excerpts
Highly Influenced

KSQ: Top-k Similarity Query on Uncertain Trajectories

IEEE Transactions on Knowledge and Data Engineering • 2013
View 3 Excerpts
Highly Influenced

Approximate keyword search in semantic trajectory database

2015 IEEE 31st International Conference on Data Engineering • 2015
View 1 Excerpt

Bounded Quadrant System: Error-bounded trajectory compression on the go

2015 IEEE 31st International Conference on Data Engineering • 2015
View 2 Excerpts

Discovering Urban Functional Zones Using Latent Activity Trajectories

IEEE Transactions on Knowledge and Data Engineering • 2015
View 2 Excerpts

Growing the charging station network for electric vehicles with trajectory data analytics

2015 IEEE 31st International Conference on Data Engineering • 2015
View 1 Excerpt

Indexing and matching trajectories under inconsistent sampling rates

2015 IEEE 31st International Conference on Data Engineering • 2015
View 1 Excerpt