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Knowledge Representation Methods in Expert System for Earthquake Prediction ESEP 3.0

Knowledge Representation Methods in Expert System for Earthquake Prediction ESEP 3.0
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摘要 Knowledge representation is a key to the building of expert systems. The performance of knowledge representation methods directly affects the intelligence level and the problem-solving ability of the system. There are various kinds of knowledge representation methods in ESEP3.0. In this paper, the authors introduce the knowledge representation methods, such as structure knowledge, seismological and precursory forecast knowledge, machine learning knowledge, synthetic prediction knowledge, knowledge to validate and verify certainty factors of anomalous evidence and support knowledge, etc. and propose a model for validation of certainty factors of anomalous evidence. The knowledge representation methods represent all kinds of earthquake prediction knowledge well. Knowledge representation is a key to the building of expert systems. Theperformance of knowledge representation methods directly affects the intelligence level and theproblem-solving ability of the system. There are various kinds of knowledge representation methodsin ESEP3.0. In this paper, the authors introduce the knowledge representation methods, such asstructure knowledge, seismological and precursory forecast knowledge, machine learning knowledge,synthetic prediction knowledge, knowledge to validate and verify certainty factors of anomalousevidence and support knowledge, etc. and propose a model for validation of certainty factors ofanomalous evidence. The knowledge representation methods represent all kinds of earthquakeprediction knowledge well.
出处 《Earthquake Research in China》 2005年第1期43-53,共11页 中国地震研究(英文版)
基金 Theprojectwasunderthe10thFiveYearKeyTechnologiesR&DProgramsofMinistryofScienceandTechnology,SubItemNo.2001BA601B010404,andtheNationalNaturalScienceFoundationofChina(60203011).
关键词 expert system knowledge representation fuzzy associative memory (FAM) certainty factor 专家系统 知识表达法 模糊联系记忆 确定因子 ESEP3.0 地震预报
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