DocumentCode
1944834
Title
GeoExpert A Framework for Data Quality in Spatial Databases
Author
Tadakaluru, Aditya ; Mostafa, Mostafa ; Andrew, Karla ; Ernest, Andrew
Author_Institution
Dept. of Comput. Sci., Western Kentucky Univ., Bowling Green, KY
Volume
2
fYear
2005
fDate
28-30 Nov. 2005
Firstpage
557
Lastpage
561
Abstract
Usage of very large sets of historical spatial data in knowledge discovery process became a common trend and in order to obtain better results from this knowledge discovery process the data should be of high quality. We proposed a framework for data quality assessment and cleansing tool for spatial data that integrates the spatial data visualization and analysis capabilities of the ARCGIS engine, the reason and inference capability of an expert system. In this paper, we explain the core architecture of the framework and also the functionality of each module in the framework. We explain the implementation details of the framework
Keywords
data mining; data visualisation; expert systems; geographic information systems; very large databases; visual databases; ARCGIS engine; GeoExpert framework; expert system; knowledge discovery process; spatial data quality assessment; spatial data visualization; spatial database; Computer science; Data analysis; Data visualization; Engines; Expert systems; Geographic Information Systems; Quality assessment; Sediments; Spatial databases; Water resources;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location
Vienna
Print_ISBN
0-7695-2504-0
Type
conf
DOI
10.1109/CIMCA.2005.1631527
Filename
1631527
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