Construction method of geomorphologic classification knowledge base based on ontology

Hu Chen, Hongwei Li, Leilei Ma, Rupeng Liang, Bowei Wen
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引用次数: 1

Abstract

In order to solve the existent problem of complexity of classification standard and inconstancy of combining geomorphologic factors in geomorphologic classification system, a Geomor-Onto(geomorphology ontology) is built up to describe complicated geomorphy classification problem. With the formal analysis to the semanteme of geomorphic conception, this paper proposes a logic structure of Geomor-Onto and establishes a ontology model. After analyzing the type and source of geomorphic classification knowledge, we built a GCKB (Geomorphologic Classification Knowledge Base), which includes factual base, rule base and image database. In the end, a test is performed by using knowledge acquired form the GCKB and DEM dataset of China, and the results testify the value of this technique.
基于本体的地貌分类知识库构建方法
为解决地貌分类体系中存在的分类标准复杂、地貌要素组合不稳定等问题,建立了一个描述复杂地貌分类问题的Geomor-Onto(地貌本体)。通过对地貌概念语义的形式化分析,提出了地貌概念的逻辑结构,并建立了本体模型。在分析了地貌分类知识的类型和来源的基础上,构建了由事实库、规则库和图像库组成的地貌分类知识库(GCKB)。最后,利用GCKB和中国DEM数据集的知识进行了测试,结果验证了该技术的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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