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科技导报  2014 

面向可拓建筑设计的数据准备流程与方法

DOI: 10.3981/j.issn.1000-7857.2014.36.005, PP. 37-42

Keywords: 可拓建筑设计,数据准备,结构数据

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Abstract:

为面向可拓建筑设计进行可拓数据挖掘,以可拓建筑设计数据为对象,探讨将其转化为高质量的结构数据的流程与方法。根据跨行业数据挖掘标准流程(CRISP-DM),建立包括基元化表达、数据表设计、数据筛选、数据形式变换、变量标准化处理和变量维数约简6个步骤的数据准备流程,并根据建筑学专业特点,结合可拓学、几何学、统计学理论,设计各步骤的操作方法,构建出完整的数据准备流程与方法。案例检验结果表明,按照该流程及其操作方法,可有效地将可拓建筑设计数据转化为统一格式、高信度、量化且可运算的结构数据。

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