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author:

Wang, Yilei (Wang, Yilei.) [1] (Scholars:王一蕾) | Zhou, Hao (Zhou, Hao.) [2] | Wu, Yingjie (Wu, Yingjie.) [3] | Sun, Lan (Sun, Lan.) [4]

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EI Scopus PKU CSCD

Abstract:

To solve the possible privacy breach in the continuous queries of location based services, an algorithm for continuous queries privacy preservation based on history trajectories was proposed. It was found that the traditional greedy algorithm for anonymizing two trajectories cannot guarantee global minimal trajectory distortions. Therefore, a dynamic programming trajectories anonymization algorithm was firstly presented, which could find out the best pairing scheme with global optimal distortions between history trajectory and base trajectory. After that, an effective trajectories anonymization algorithm for continuous queries privacy preserving was put forward. Experimental analysis was designed by comparing the algorithm in this paper and the traditional algorithms on the data quality of released trajectories. Experimental results show that the proposed algorithm in this paper is effective and feasible.

Keyword:

Dynamic programming Location Location based services Telecommunication services Trajectories

Community:

  • [ 1 ] [Wang, Yilei]College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, China
  • [ 2 ] [Zhou, Hao]College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, China
  • [ 3 ] [Wu, Yingjie]College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, China
  • [ 4 ] [Sun, Lan]College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, China

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Source :

Journal of Huazhong University of Science and Technology (Natural Science Edition)

ISSN: 1671-4512

CN: 42-1658/N

Year: 2013

Issue: SUPPL.2

Volume: 41

Page: 278-284

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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