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A New Classification Analysis of Customer Requirement Information Based on Quantitative Standardization for Product Configuration

机译:基于产品配置定量标准化的客户需求信息的新分类分析

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摘要

Traditional methods used for the classification of customer requirement information are typically based on specific indicators, hierarchical structures, and data formats and involve a qualitative analysis in terms of stationary patterns. Because these methods neither consider the scalability of classification results nor do they regard subsequent application to product configuration, their classification becomes an isolated operation. However, the transformation of customer requirement information into quantifiable values would lead to a dynamic classification according to specific conditions and would enable an association with product configuration in an enterprise. This paper introduces a classification analysis based on quantitative standardization, which focuses on (i) expressing customer requirement information mathematically and (ii) classifying customer requirement information for product configuration purposes. Our classification analysis treated customer requirement information as follows: first, it was transformed into standardized values using mathematics, subsequent to which it was classified through calculating the dissimilarity with general customer requirement information related to the product family. Finally, a case study was used to demonstrate and validate the feasibility and effectiveness of the classification analysis.
机译:用于客户需求信息分类的传统方法通常基于特定指标,分层结构和数据格式,并涉及静止模式的定性分析。因为这些方法既不考虑分类结果的可扩展性,也不考虑它们在产品配置的后续应用中,它们的分类成为孤立的操作。但是,客户要求将信息转换为可量化的值将导致根据特定条件的动态分类,并将在企业中与产品配置相关联。本文介绍了基于定量标准化的分类分析,该分类分析专注于(i)以数学上表达客户需求信息和(ii)对产品配置目的进行分类客户需求信息。我们的分类分析处理了客户需求信息如下:首先,使用数学转变为标准化值,随后通过计算与产品系列相关的一般客户需求信息的不同客户需求来分类。最后,使用案例研究来证明和验证分类分析的可行性和有效性。

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