软件过程挖掘项目中知识流的介入

Silvia Jaqueline Urrea-Contreras, María Angélica Astorga Vargas, Brenda Leticia Flores Ríos, J. Esquer, F. F. González-Navarro
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引用次数: 0

摘要

知识流允许分析知识的类型和来源,以及知识在组织内流动或管理的方式。本文介绍了如何在过程挖掘项目中实现知识流方法,该方法分析过程实例,支持存储在软件开发组织的存储库中的不同类型和知识资产的分类。此外,它还为改进周期中涉及的角色提供信息,以便根据挖掘的类型(过程发现、一致性检查和过程改进)做出战略决策。我们提出了用于识别过程、流程和知识类型的干预方法的实施,目的是加强和验证软件过程的遵从性。这些结果通过对墨西哥软件开发公司实施过程挖掘项目的知识流分析的经验报告得到了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intervention of knowledge flows in software process mining projects
Knowledge flows permit to analyze the type and sources of knowledge, and the way in which knowledge flows or is managed within an organization. This paper presents how a knowledge flow approach implemented in a process mining project, which analyzes process instances, supports the categorization of the different types and assets of knowledge stored in the repositories of software development organizations. In addition, it provides information for the roles involved in improvement cycles to make strategic decisions based on the types of mining (process discovery, conformance checking and process improvement). We present the implementation of the intervention methodology for the identification of processes, flows and types of knowledge with the objective of strengthening and validating the compliance of software processes. These results were validated with an experience report on the analysis of knowledge flows in a Mexican software development company implementing a Process Mining project.
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