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Google matrix of business process management

机译:Google业务流程管理矩阵

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Development of efficient business process models and determination of their characteristic properties are subject of intense interdisciplinary research. Here, we consider a business process model as a directed graph. Its nodes correspond to the units identified by the modeler and the link direction indicates the causal dependencies between units. It is of primary interest to obtain the stationary flow on such a directed graph, which corresponds to the steady-state of a firm during the business process. Following the ideas developed recently for the World Wide Web, we construct the Google matrix for our business process model and analyze its spectral properties. The importance of nodes is characterized by PageRank and recently proposed CheiRank and 2DRank, respectively. The results show that this two-dimensional ranking gives a significant information about the influence and communication properties of business model units. We argue that the Google matrix method, described here, provides a new efficient tool helping companies to make their decisions on how to evolve in the exceedingly dynamic global market.
机译:高效的业务流程模型的开发及其特征的确定是跨学科研究的主题。在这里,我们将业务流程模型视为有向图。它的节点对应于建模者标识的单位,链接方向指示单位之间的因果关系。首先要获得这种有向图上的固定流,该有向图对应于企业在业务流程中的稳态。遵循最近针对万维网提出的想法,我们为业务流程模型构建Google矩阵并分析其光谱特性。节点的重要性分别由PageRank和最近提出的CheiRank和2DRank来表征。结果表明,此二维排名提供了有关业务模型单元的影响和沟通属性的重要信息。我们认为,此处介绍的Google矩阵方法提供了一种新的有效工具,可帮助公司制定如何在瞬息万变的全球市场中发展的决策。

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