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Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators

Country : Singapore
Department : Singapore Management University
Project Title : Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators
Researcher : MOURATIDIS, Kyriakos
Keyword : Databases and Information Systems , Data handling , Spatial problems , Spatial database , Spatial data management , Practical problems , Practical solutions , Asymptotic complexity , Computational geometric , Large-scale datasets , Information management , Database systems
Publisher : Institutional Knowledge at Singapore Management University
Year End : 2018
Identifier : https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5160&context=sis_research , https://ink.library.smu.edu.sg/sis_research/4156
Source : Research Collection School Of Computing and Information Systems
Abstract / Description :

In this seminar, we will explore how processing rich spatial data is not the only practical (and research-wise promising) application domain for traditional spatial database techniques. An equally promising direction, possibly with low-hanging fruits for research innovation, may be to apply the spatial data management expertise of our community to non-spatial types of queries, and to extend standard, more theoretical operators to large scale datasets with the objective of practical solutions (as opposed to favorable asymptotic complexity alone). As a case study, we will review spatial database work on top-k-related operators (i.e., non-spatial problems) and how it integrates fundamental computational geometric operators with spatial indexing/pruning to produce efficient solutions to practical problems.

References

MOURATIDIS, Kyriakos. (2018). Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators.  Singapore: Singapore Management University.
MOURATIDIS, Kyriakos. 2018. "Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators".  Singapore: Singapore Management University.
MOURATIDIS, Kyriakos. "Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators."  Singapore: Singapore Management University, 2018. Print.
MOURATIDIS, Kyriakos. Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators. Singapore: Singapore Management University; 2018.

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