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LEARNING MOVEMENT HABITS BASED ON GPS TRACKLOGS IN MOBILE ENVIRONMENT

Feher, Marcell, Forstner, Bertalan

First published: 2014-06-20https://doi.org/10.5593/sgem2014/b21/s8.087View metrics

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Title
LEARNING MOVEMENT HABITS BASED ON GPS TRACKLOGS IN MOBILE ENVIRONMENT
Authors
Feher, Marcell, Forstner, Bertalan
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 14th SGEM GeoConference on INFORMATICS, GEOINFORMATICS AND REMOTE SENSING
Publisher
Stef92 Technology
Year
2014
Pages
Not available yet
ISSN
1314-2704
ISBN
978-619-7105-10-0
Language
en
Publication type
Conference Paper
References22

  1. Berndt, Donald J., and James Clifford. "Using Dynamic Time Warping to Find Patterns in Time Series." In KDD workshop, vol. 10, no. 16, pp. 359-370, 1994.

  2. Daniel S. Hirschberg. Algorithms for the Longest Common Subsequence Problem. J. ACM 24, 4 (October 1977), 664-675., 1977.

  3. Chen, Zaiben, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, and Xing Xie. "Searching trajectories by locations: an efficiency study." In Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, pp. 255-266. ACM, 2010.

  4. Chen, Lei, M. Tamer Özsu, and Vincent Oria. "Robust and fast similarity search for moving object trajectories." In Proceedings of the 2005 ACM SIGMOD international conference on Management of data, pp. 491-502. ACM, 2005.

  5. Zheng, Yu, Yukun Chen, Quannan Li, Xing Xie, and Wei-Ying Ma. Understanding transportation modes based on GPS data for web applications. ACM Transaction s on the Web (TWEB) 4, no. 1, 2010.

  6. Zheng, Yu, Xing Xie, and Wei-Ying Ma. GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. IEEE Data Eng. Bull. 33, no. 2 pp. 32-39, 2010.

  7. Zheng, Yu, Lizhu Zhang, Xing Xie, and Wei-Ying Ma. Mining interesting locations and travel sequences from GPS trajectories. In Proceedings of the 18th international conference on World wide web, pp. 791 -800. ACM, 2009.

  8. Bresenham, Jack E. "Algorithm for computer control of a digital plotter. " IBM Systems journal 4, no. 1 pp. 25-30, 1965.

  9. Feher, Marcell, and Bertalan Forstner. Self-adjusting method for efficient GPS tracklog compression. In Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference on, pp. 753-758. IEEE, 2013.

  10. Fehér, Marcell, and Bertalan Forstner. GPS Tracklog Compress ion by Heading- Based Filtering. In Advanced Computational Methods for Knowledge Engineering, pp. 367-376. Springer International Publishing, 2014.

  11. Sinnott, Roger W. "Virtues of the Haversine." Sky and telescope 68 (1984): 158.

  12. Berndt, Donald J., and James Clifford. "Using Dynamic Time Warping to Find Patterns in Time Series." In KDD workshop, vol. 10, no. 16, pp. 359-370, 1994.

  13. Daniel S. Hirschberg. Algorithms for the Longest Common Subsequence Problem. J. ACM 24, 4 (October 1977), 664-675., 1977.

  14. Chen, Zaiben, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, and Xing Xie. "Searching trajectories by locations: an efficiency study." In Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, pp. 255-266. ACM, 2010.

  15. Chen, Lei, M. Tamer Özsu, and Vincent Oria. "Robust and fast similarity search for moving object trajectories." In Proceedings of the 2005 ACM SIGMOD international conference on Management of data, pp. 491-502. ACM, 2005.

  16. Zheng, Yu, Yukun Chen, Quannan Li, Xing Xie, and Wei-Ying Ma. Understanding transportation modes based on GPS data for web applications. ACM Transaction s on the Web (TWEB) 4, no. 1, 2010.

  17. Zheng, Yu, Xing Xie, and Wei-Ying Ma. GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. IEEE Data Eng. Bull. 33, no. 2 pp. 32-39, 2010.

  18. Zheng, Yu, Lizhu Zhang, Xing Xie, and Wei-Ying Ma. Mining interesting locations and travel sequences from GPS trajectories. In Proceedings of the 18th international conference on World wide web, pp. 791 -800. ACM, 2009.

  19. Bresenham, Jack E. "Algorithm for computer control of a digital plotter. " IBM Systems journal 4, no. 1 pp. 25-30, 1965.

  20. Feher, Marcell, and Bertalan Forstner. Self-adjusting method for efficient GPS tracklog compression. In Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference on, pp. 753-758. IEEE, 2013.

  21. Fehér, Marcell, and Bertalan Forstner. GPS Tracklog Compress ion by Heading- Based Filtering. In Advanced Computational Methods for Knowledge Engineering, pp. 367-376. Springer International Publishing, 2014.

  22. Sinnott, Roger W. "Virtues of the Haversine." Sky and telescope 68 (1984): 158.

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