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A Decision Support System for Building ARIMA Models: Using A Relational Database As A Knowledge Base

机译:建立Arima模型的决策支持系统:使用关系数据库作为知识库

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Based on the ER data model developed, we represented the knowledge for building ARIMA models using a set of relational tables. We showed the feasibility of how we may apply these tables to build a ARIMA model for a sample data series. All the manipulations of concepts shown above have been implemented in SQL. In addition to storing model building knowledge, concepts in the KB provide several important functions. "Model directory" concept and "Attribute label" concept serves as a dictionary which describes the organization of the knowledge set. This includes information such as KB names, number of attributes in each KB, name of each attribute, and attribute type.
机译:基于ER数据模型的开发,我们代表了使用一组关系表构建Arima模型的知识。我们展示了如何应用这些表的可行性来构建示例数据系列的Arima模型。上面显示的概念的所有操纵都已在SQL中实现。除了存储模型建筑知识之外,KB中的概念还提供了几个重要的功能。 “模型目录”概念和“属性标签”概念用作字典,用于描述知识集的组织。这包括诸如KB名称的信息,每个KB中的属性数,每个属性的名称和属性类型。

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