AUTOMATING ACTUALISATION OF GEOGRAPHIC INFORMATION USING THE TWOFOLD FUZZY REGION MODEL

Author:

CHARLIER NIELS1,DE TRÉ GUY1,GAUTAMA SIDHARTA1,BELLENS RIK1

Affiliation:

1. Department of Telecommunication and Information Processing (TELIN), Faculty of Engineering, Ghent University, Sint-Pietersnieuwstraat 41, 9000 Gent, Belgium

Abstract

In this paper a new method is proposed for automating quality control and actualisation of spatial information using image data. A new model for imperfect geographic information is explored for this purpose: a twofold fuzzy region model; which is an extension of both the fuzzy region model and the egg/yolk model. This model is used to interpret spatial classifications and its imperfections in a new way. By defining different operators on the model an imprecise quality report can be developped for geographic databases that uses the imperfect spatial classification as reference information. The model makes it possible, despite the large amount of imperfection in spatial classifications, to use them for rather accurate error detection on geographic databases.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Information Systems,Control and Systems Engineering,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On n-polygonal interval-valued fuzzy numbers and application in e-commerce risk assessment;Journal of Intelligent & Fuzzy Systems;2023-12-02

2. Measuring Delays for Bicycles at Signalized Intersections Using Smartphone GPS Tracking Data;ISPRS International Journal of Geo-Information;2020-03-14

3. The Use of Smartphone Applications in the Collection of Travel Behaviour Data;International Journal of Intelligent Transportation Systems Research;2014-02-04

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