Combination of case-based reasoning and nearest neighbour for recommendation of volcano status

F. Tempola, A. Arief, Miftah Muhammad
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引用次数: 7

Abstract

Reasoning by relying on old data or commonly known as the Case-Based Reasoning has been implemented in many cases. Case-Based Reasoning is one method by utilizing previous cases to produce a solution. This study implements a combination of Case-Based Reasoning and Nearest Neighbor for the determination of the status of the volcano. There are 5 features that serve as a criterion for determining the status of the shallow volcanic, deep tectonic, deep volcanic, earthquake blow and previous mountain status. While the recommended status of the form of Normal, standby and alert. From the test results with 20 data as a case base and 30 test data obtained on average accuracy of the system amounted to 80,91%.
基于案例推理与最近邻相结合的火山状态推荐
依赖旧数据的推理或通常称为基于案例的推理已经在许多情况下实现。基于案例的推理是一种利用以前的案例来产生解决方案的方法。本研究采用基于案例推理和最近邻相结合的方法来确定火山的状态。有5个特征可作为判定浅火山状态、深部构造状态、深部火山状态、地震冲击状态和前山状态的判据。而建议状态的形式为正常、待机和警报。从以20个数据为例库和30个测试数据获得的测试结果来看,该系统的平均准确率达到8091%。
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