Trajectory enabled service support platform for mobile users' behavior pattern mining

2009 6th Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, MobiQuitous 2009

Volumn , Issue , 2009, Pages

  Zhu, Yanfeng ^a   Zhang, Yibo ^a   Shang, Weixiong ^a   Zhou, Jin ^a   Ying, Chun ^a  

^a IBM CHINA RESEARCH LAB   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIOR DETECTION; BEHAVIOR PATTERNS; CELL-ID; CORE TECHNOLOGY; LOCATION DATA; MINING ALGORITHMS; MOBILE USERS; MOVING MODES; MOVING SPEED; NEW CONCEPT; OPERATIONAL SUPPORT SYSTEMS; PATTERN SELECTION; RUNTIMES; SERVICE PROVIDER; SERVICE SUPPORT; SOJOURN TIME; STORAGE SPACES; TRAJECTORY-BASED; ZIPF DISTRIBUTION;

GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS; LOCATION; MINING; TRAJECTORIES;

WIRELESS NETWORKS;

EID: 73049102385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/ICST.MOBIQUITOUS2009.6768     Document Type: Conference Paper

References (32)

1. Stefan Steiniger, Moritz Neun, and Alistair Edwardes, "Foundations of Location Based Services,", University of Zurich.
2. GSM Association, "Permanent Reference Document SE.23: Location Based Services".
3. Shu Wang, Jungwon Min, and Byung K. Yi, "Location Based Services for Mobiles: Technologies and Standards," IEEE International Conference on Communication (ICC) 2008, Beijing, China, 2008.
4. Golledge R G, "Stimson R J., Spatial Behavior: A Geographic Perspective", New York: The Guilford Press, pp. 349 - 386, 1997.
5. Szalai A, et. al., "The use of time: daily activities of urban and surburban population in twelve countries", The Hague: Mouton, 1966.
6. Martin E.H., Lee-Gosselin, and Sean T. Doherty, "Measuring activity and action space/time: Are our methods keeping pace with evolving behaviour patterns? In Integrated Land-Use and Transportation Models: Behavioural Foundations," pp. 101-132, Oxford: Pergamon-Elsevier.
7. J. Han, J. Lee, H. Gonzalez, and X. Li, "Mining Massive RFID, Trajectory, and Traffic Data Sets", SIGKDD 2008 tutorials, August 2008.
8. F. Giannotti, M. Nanni, and D. Pedreschi, "Efficient mining of sequences with temporal annotations," In Proc. SIAM Conference on Data Mining, pp. 346C357, SIAM, 2006.
9. F Giannotti, M Nanni, F Pinelli, D Pedreschi, "Trajectory Pattern Mining", SIGKDD 2007, August 2007.
10. J.-G. Lee, J. Han, and K.-Y. Whang, "Trajectory Clustering: A Partition-and-Group Framework," SIGMOD'07, pp. 593-604, 2007.
11. H. Cao, N. Mamoulis, and D. W. Cheung, "Mining frequent spatio-temporal sequential patterns," ICDM'05, Nov. 2005.
12. Y. Cai and R. Ng, "Indexing spatio-temporal trajectories with chebyshev polynomials," SIGMOD'04, pp. 599-610, 2004.
13. N. Eagle and A. Pentland, "Reality Mining: Sensing Complex Social Systems", Personal and Ubiquitous Computing, vol. 10, no. 4, 255-268, 2006.
14. K. Laasonen, M. Ranto, and H. toivonen, "Adaptive on-device location recognition," in Proceedings of the Second International Conference on Pervasive Computing, pp. 287-304, Springer, 2004.
15. P Nurmi, J Koolwaaij, "Identifying Meaningful Locations", Mobile and Ubiquitous Systems-Workshops, 2006.
16. Nico Deblauwe and Peter Ruppel, "Combining GPS and GSM Cell-ID positioning for Proactive Location-based Services", Mobile and Ubiquitous Systems-Workshops, 2007.
17. Francesco Calabrese, et.al., "Real-Time Urban Monitoring Using Cellular Phones a Case-Study in Rome," techinical paper, senseable.mit.edu/papers/pdf/2007-Calabrese-Colonna-Lovisolo-Parata-Ratti- senselab.pdf.
18. Subbarao V. Wunnava, et.al., "Travel time estimation using cell phones for highways and roadways," www.dot.state.fl.us/research- center/Completed-Proj/Summary-TE/FDOT-BD015-12-rpt.pdf
19. Murat Ali Bayir, Murat Demirbas, Nathan Eagle, "Mobility Profiler: A Framework for Discovering Mobile User Profiles", technical report, 2008.
20. www.wirelessintelligence.com.
21. M Garofalakis, R Rastogi, K Shim, "SPIRIT: Sequential pattern mining with regular expression constraints," in Proceedings of VLDB 99, 1999.
22. J Ayres, J Flannick, J Gehrke, T Yiu, "Sequential pattern mining using a bitmap representation," international Conference on Knowledge Discovery and Data Mining (KDD99'), pp. 429 - 435, 2002.
23. J. Koolwaaij, A. Tarlano, M. Luther, A. Battestini, P. Nurmi, R. Vaidya, and B. Mrohs, "Context Watcher", http://www.lab.telin.nl/oolwaaij/ showcase/crf/cw.html, 2005.
24. J. Koolwaaij, A. Tarlano, M. Luther, P. Nurmi, B. Mrohs, A. Battes-tini, and R. Vaidya, "Context Watcher: Sharing context information in everyday life," in Proceedings of the IASTED conference on Web Technologies, Applications and Services (WTAS). IASTED, 2006.
25. Carlo Ratti, Dennis Frenchman, Riccardo Maria Pulselli, and Sarah Williams, "Mobile Landscapes: using location data from cell phones for urban analysis," Environment and Planning B: Planning and Design, vol. 33, pp. 727 - 748, 2006.
26. Shannon, Information theory, 1948.
27. Lan Wang, Zhisheng Niu, Yanfeng Zhu et. al., "Integration of SNR, Load and Time in Handoff Initiation for Wireless LAN," in proceeding of PIMRC'03, vol. 3, pp. 2032-2036, 7-10 Sept. 2003.
28. Mobile Quality Analyzer, https://intouchl.p3-solutions.de/panelmanager/ help/welcome-to-mqa.html.
29. www.celltrack.com.
30. http://www.cs.helsinki.fi/group/context/.
31. Theodore S. Rappaport, Wireless communications principles and practice (2nd Edition), ISBN: 0130422320, Jan. 2002.
32. George K. Zipf, Human Behavior and the Principle of Least-Effort, Addison-Wesley, 1949.