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Mapping the Conceptual Relationship among Data Analysis, Knowledge Generation and Decision-making in Industrial Processes

机译:映射工业过程中数据分析,知识生成和决策之间的概念关系

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In accordance with Industry 4.0, data should be used for process and/or system integration, including the decision-making process. In this context, this paper aims to relate the process of decision-making with process mining through concept maps, assisting the areas of Data Engineering and Analytics. To do so, some Multiple-Criteria Decision-Making/Analysis (MCDM/A) methods will be addressed in order to conceptually highlight the relationship between knowledge and decision dimensions. As a result, the definitions about these fields of study allow perceiving an information and knowledge conciliation approach promoted by the integrated view of process mining and MCDM/A methods.
机译:根据工业4.0,数据应用于过程和/或系统集成,包括决策过程。在这种情况下,本文旨在通过概念图将决策过程与过程挖掘相关联,以协助数据工程和分析领域。为此,将讨论一些多标准决策/分析(MCDM / A)方法,以便从概念上突出知识与决策维度之间的关系。结果,关于这些研究领域的定义允许感知由过程挖掘和MCDM / A方法的集成视图促进的信息和知识调和方法。

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