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In-Route Skyline Querying for Location-Based Services

  • Conference paper
Web and Wireless Geographical Information Systems (W2GIS 2004)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3428))

Abstract

With the emergence of an infrastructure for location-aware mobile services, the processing of advanced, location-based queries that are expected to underlie such services is gaining in relevance. While much work has assumed that users move in Euclidean space, this paper assumes that movement is constrained to a road network and that points of interest can be reached via the network. More specifically, the paper assumes that the queries are issued by users moving along routes towards destinations. The paper defines in-route nearest-neighbor skyline queries in this setting and considers their efficient computation. The queries take into account several spatial preferences, and they intuitively return a set of most interesting results for each result returned by the corresponding non-skyline queries. The paper also covers a performance study of the proposed techniques based on real point-of-interest and road network data.

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References

  1. Benetis, R., Jensen, C.S., Karciauskas, G., Šaltenis, S.: Nearest Neighbor and Reverse Nearest Neighbor Queries for Moving Objects. In: Proc. IDEAS, pp. 44–53 (2002)

    Google Scholar 

  2. Borzsonyi, S., Kossmann, D., Stocker, K.: The Skyline Operator. In: Proc. ICDE, pp. 421–430 (2001)

    Google Scholar 

  3. Brilingaitė, A., Jensen, C.S., Zokaitė, N.: Enabling Routes as Context in Mobile Services. In: Proc. ACM GIS, pp. 127–136 (2004)

    Google Scholar 

  4. Chomicki, J., Godfrey, P., Gryz, J., Liang, D.: Skyline with Presorting. In: Proc. ICDE, pp. 717–816 (2003)

    Google Scholar 

  5. Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms, 2nd edn. The MIT Press, Cambridge (2001)

    MATH  Google Scholar 

  6. Frentzos, E.: Indexing Objects Moving on Fixed Networks. In: Hadzilacos, T., Manolopoulos, Y., Roddick, J., Theodoridis, Y. (eds.) SSTD 2003. LNCS, vol. 2750, pp. 289–305. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  7. Guttman, A.: R-Trees: A Dynamic Index Structure for Spatial Searching. In: Proc. SIGMOD, pp. 47–57 (1984)

    Google Scholar 

  8. Hage, C., Jensen, C.S., Pedersen, T.B., Speičys, L., Timko, I.: Integrated Data Management for Mobile Services in the Real World. In: Proc. VLDB, pp. 1019–1030 (2003)

    Google Scholar 

  9. Jensen, C.S., Kolář, J., Pedersen, T.B., Timko, I.: Nearest Neighbor Queries in Road Networks. In: Proc. ACMGIS, pp. 1–8 (2003)

    Google Scholar 

  10. Knuth, D.E.: Art of Computer Programming. Sorting and Searching, vol. 3. Addison-Wesley Pub. Co., Reading (1998)

    Google Scholar 

  11. Kossmann, D., Ramsak, F., Rost, S.: Shooting Stars in the Sky: an Online Algorithm for Skyline Queries. In: Proc. VLDB, pp. 275–286 (2002)

    Google Scholar 

  12. Lu, H.X., Luo, Y., Lin, X.: An Optimal Divide-Conquer Algorithm for 2D Skyline Queries. In: Kalinichenko, L.A., Manthey, R., Thalheim, B., Wloka, U. (eds.) ADBIS 2003. LNCS, vol. 2798, pp. 46–60. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  13. Pfoser, D., Jensen, C.S.: Indexing of Network Constrained Moving Objects. In: Proc. ACMGIS, pp. 25–32 (2003)

    Google Scholar 

  14. Papadias, D., Tao, Y., Fu, G., Seeger, B.: An Optimal and Progressive Algorithm for Skyline Queries. In: Proc. SIGMOD Conf., pp. 467–478 (2003)

    Google Scholar 

  15. Papadias, D., Zhang, J., Mamoulis, N., Tao, Y.: Query Processing in Spatial Network Databases. In: Proc. VLDB, pp. 802–813 (2003)

    Google Scholar 

  16. Roussopoulos, N., Kelley, S., Vincent, F.: Nearest Neighbor Queries. In: Proc. SIGMOD, pp. 71–79 (1995)

    Google Scholar 

  17. Speičys, L., Jensen, C.S., Kligys, A.: Computational Data Modeling for Network Constrained Moving Objects. In: Proc. ACMGIS, pp. 118–125 (2003)

    Google Scholar 

  18. Shahabi, C., Kolahdouzan, M.R., Sharifzadeh, M.: A Road Network Embedding Technique for K-Nearest Neighbor Search in Moving Object Databases. GeoInformatica 7(3), 255–273 (2003)

    Article  Google Scholar 

  19. Song, Z., Roussopoulos, N.: K-Nearest Neighbor Search for Moving Query Point. In: Jensen, C.S., Schneider, M., Seeger, B., Tsotras, V.J. (eds.) SSTD 2001. LNCS, vol. 2121, pp. 79–96. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  20. Shekhar, S., Yoo, J.S.: Processing In-Route Nearest Neighbor Queries: A Comparison of Alternative Approaches. In: Proc. ACMGIS, pp. 9–16 (2003)

    Google Scholar 

  21. Tan, K.L., Eng, P.K., Ooi, B.C.: Efficient Progressive Skyline Computation. In: Proc. VLDB, pp. 301–310 (2001)

    Google Scholar 

  22. Tao, Y., Papadias, D., Shen, Q.: Continuous Nearest Neighbor Search. In: Proc. VLDB, pp. 287–298 (2002)

    Google Scholar 

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© 2005 Springer-Verlag Berlin Heidelberg

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Huang, X., Jensen, C.S. (2005). In-Route Skyline Querying for Location-Based Services. In: Kwon, YJ., Bouju, A., Claramunt, C. (eds) Web and Wireless Geographical Information Systems. W2GIS 2004. Lecture Notes in Computer Science, vol 3428. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11427865_10

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  • DOI: https://doi.org/10.1007/11427865_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-26004-2

  • Online ISBN: 978-3-540-31964-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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