Desteller: A system for destination prediction based on trajectories with privacy protection

Proceedings of the VLDB Endowment

Volumn 6, Issue 12, 2013, Pages 1198-1201

  Xue, Andy Yuan ^a   Zhang, Rui ^a   Zheng, Yu ^b   Xie, Xing ^b   Yu, Jianhui ^c   Tang, Yong ^c  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b MICROSOFT RESEARCH ASIA   (China)

^c SOUTH CHINA NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PRIVACY; FORECASTING; LOCATION;

DATA SPARSITY PROBLEMS; LOCATION INFORMATION; LOCATION-BASED APPLICATIONS; PREDICTION-BASED; PRIVACY PROTECTION; PUBLICLY ACCESSIBLE; TARGETED ADVERTISEMENTS; TRAJECTORY SYNTHESIS;

TRAJECTORIES;

EID: 84891085182     PISSN: None     EISSN: 21508097     Source Type: Journal    
DOI: 10.14778/2536274.2536275     Document Type: Article

References (7)

1. http://spatial.cis.unimelb.edu.au/subsyndemo/
2. J. Krumm and E. Horvitz. Predestination: Inferring destinations from partial trajectories. In Proc. UbiComp, pages 243-260, 2006.
3. S. Nutanong, R. Zhang, E. Tanin, and L. Kulik. Analysis and evaluation of v*-knn: an efficient algorithm for moving knn queries. VLDB J., 19(3):307-332, 2010.
4. D. J. Patterson, L. Liao, D. Fox, and H. Kautz. Inferring high-level behavior from low-level sensors. In Proc. UbiComp, pages 73-89, 2003.
5. A. Y. Xue, R. Zhang, Y. Zheng, X. Xie, J. Huang, and Z. Xu. Destination prediction by sub-trajectory synthesis and privacy protection against such prediction. In Proc. IEEE 29th International Conference on Data Engineering, ICDE, 2013.
6. R. Zhang, H. Jagadish, B. T. Dai, and K. Ramamohanarao. Optimized algorithms for predictive range and knn queries on moving objects. Information Systems, 35(8):911 - 932, 2010.
7. B. D. Ziebart, A. L. Maas, A. K. Dey, and J. A. Bagnell. Navigate like a cabbie: Probabilistic reasoning from observed context-aware behavior. In Proc. UbiComp, 2008.