Abstract
There has been interest recently in skyline queries, also called Pareto queries, on relational databases. Relational query languages do not support search for “best” tuples, beyond the order by statement. The proposed skyline operator allows one to query for best tuples with respect to any number of attributes as preferences. In this work, we explore what the skyline means, and why skyline queries are useful, particularly for expressing preference. We describe the theoretical aspects and possible optimizations of an efficiant algorithm for computing skyline queries presented in [6].
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
R. Agrawal and E. L. Wimmers. A framework for expressing and combining preferences. In Proceedings of SIGMOD, pages 297–306, 2000.
J. L. Bentley, H. T. Kung, M. Schkolnick, and C. D. Thompson. On the average number of maxima in a set of vectors and applications. JACM, 25(4):536–543, 1978.
S. Börzsönyi, D. Kossmann, and K. Stocker. The skyline operator. In Proceedings of ICDE, pages 421–430, 2001.
J. Chomicki. Querying with intrinsic preferences. In Proceedings of EDBT, 2002.
J. Chomicki, P. Godfrey, J. Gryz, and D. Liang. Skyline with presorting. Technical Report CS-2002-04, Computer Science, York University, Toronto, Ontario, Canada, Oct. 2002.
J. Chomicki, P. Godfrey, J. Gryz, and D. Liang. Skyline with presorting. In Proceedings ICDE, pages 717–719, 2003.
P. Godfrey. Cardinality estimation of skyline queries: Harmonics in data. In Proceedings of FoIKS Conference, pages 78–97, 2002.
V. Hristidis, N. Koudas, and Y. Papakonstantinou. PREFER: A system for the efficient execution of multi-parametric ranked queries. In Proceedings of SIGMOD, pages 259–270, 2001.
W. Kiessling. Foundations of preferences in database systems. In Proceedings of the 28th VLDB, Aug. 2002.
H. T. Kung, F. Luccio, and F. P. Preparata. On finding the maxima of a set of vectors. JACM, 22(4):469–476, 1975.
F. P. Preparata and M. I. Shamos. Computational Geometry: An Introduction. Springer-Verlag, 1985.
K.-L. Tan, P.-K. Eng, and B. C. Ooi. Efficient progressive skyline computation. In Proceedings of VLDB, pages 301–310, 2001.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chomicki, J., Godfrey, P., Gryz, J., Liang, D. (2005). Skyline with Presorting: Theory and Optimizations. In: Kłopotek, M.A., Wierzchoń, S.T., Trojanowski, K. (eds) Intelligent Information Processing and Web Mining. Advances in Soft Computing, vol 31. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-32392-9_72
Download citation
DOI: https://doi.org/10.1007/3-540-32392-9_72
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-25056-2
Online ISBN: 978-3-540-32392-1
eBook Packages: EngineeringEngineering (R0)