Defining Agile Culture using Topic Modelling
Defining Agile Culture using Topic Modelling
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使用主题建模定义敏捷文化
DOI：
10.21278/idc.2018.0394
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发表时间：
2018
期刊：
影响因子：
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通讯作者：
Hendrik Abel
中科院分区：
文献类型：
--
作者：
E. Rebentisch;G. Schuh;C. Dölle;Christian Mattern;Hendrik Abel
敏捷方法的实现经常会失败，文化问题是最常见的原因。本文的目的是分析组织文化与敏捷方法部署之间的关系。它建立在系统的文献回顾和潜在的Dirichlet分配相结合的基础上，呈现了一组构成成功的敏捷组织的文化特征。这些结果是对敏捷文化的一个更有力的定义，并有助于评估组织对实施敏捷方法的文化准备情况。
The implementation of Agile Methods is often subject to failure, with cultural issues being the most commonly named reason. The purpose of this paper is to analyse the relationship between organizational culture and the deployment of Agile Methods. Built from a combination of systematic literature review and Latent Dirichlet Allocation, it presents a set of cultural characteristics that constitute a successful Agile organization. The results serve as a more robust definition of Agile Culture and help to assess an organization’s cultural readiness for the implementation of Agile Methods.