基于本体的地貌分类知识库构建方法

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

摘要

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。
Construction method of geomorphologic classification knowledge base based on ontology
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.
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