ITEE Ph.D confirmation seminar: Sun Sai, 02.00PM, Thu 11 Sep 2003
Multi-resolution spatial join
Speaker: Sun Sai, ITEE
When: 02.00PM, Thursday 11 Sep 2003
Venue: 78-420
Host: A/Prof Xiaofang Zhou
Abstract:
Multi-resolution is an important topic in the research of spatial database systems currently. Spatial join is one of the most important and time-consuming spatial operations. Providing efficient spatial join algorithm is one of the three necessary conditions of spatial database system. However, there is still no satisfactory solution for spatial join processing for multi-resolution. In multi-resolution spatial database, the result of spatial join is not required to be 100% accurate. Our goal is to process spatial joins according to the user requirement of accuracy so that only essential data will be accessed and computed under this given accuracy level. To achieve this goal, some pre-processing is performed before spatial join to ensure the least data retrieval; approximations are used to represent exact spatial objects to avoid the time-consuming refinement step. These approximations are much more precise than those approximations used in traditional spatial join and the threshold value of approximation quality is computed on the fly according to users' requirement. Through controlling decomposition level of approximation, we can control approximation quality and hence control the error level of filter result to satisfy the user requirement. An additional benefit is that multi-step filter strategy may speed up the spatial join between approximations.
Biography:
(biography unavailable)
Type:
Ph.D confirmation
Contact:
A/Prof Xiaofang Zhou, seminar host (zxf@itee.uq.edu.au)
or Guido Governatori (ITEE seminar co-ordinator)
(guido@itee.uq.edu.au)
ITEE seminar web page: http://www.itee.uq.edu.au/~seminar
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