XU Jun. Formalizing the Natural-language Descriptions about the Spatial Relations between Linear Geographic Objects[J]. Journal of Remote Sensing, 2007,(2):152-158.
XU Jun. Formalizing the Natural-language Descriptions about the Spatial Relations between Linear Geographic Objects[J]. Journal of Remote Sensing, 2007,(2):152-158. DOI: 10.11834/jrs.20070220.
People usually use qualitative terms to express spatial relations
while current geographic information systems(GIS) all use quantitative approaches to store spatial information.The abilities of current GIS to represent and query spatial information about geographic space are limited.If GIS are to be made easier to use
it must be made more intuitive
so that it will help people focus on the work they want to do without thinking about a computer program or application.In order to incorporate the concepts and methods people used to infer information about geographic space into GIS
research on the formal model of common sense geography becomes increasingly important.This paper worked on how to formalize the qualitative natural-language descriptions of spatial relations between linear geographic objects.Based on the result of a human subject test about natural-language description of spatial relations
this paper defines some quantitative topological and metric indices which are related with the natural-language spatial relation terms
and uses these indices to formalize the natural-language representation with a decision tree algorithm
thus bridging the gap between natural-language terms and the computational model of spatial relations.This method provided a way of completely understanding the relationship between the ambiguous natural-language representations and the geometric spatial relations of geographic objects.The rules extracted from the trees can be used in natural-language spatial query systems.
关键词
线状地理特征拓扑关系度量指标自然语言形式化决策树
Keywords
linear geographic objectstopological relationsmetric indicesnatural languageformalizationdecision tree