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arXiv 1709.10482cs.AI
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自动化计划可以为业务流程管理做些什么

What Automated Planning can do for Business Process Management

Sapienza - University of Rome(罗马大学)

Andrea Marrella

摘要:

业务流程管理(BPM)是当今组织的核心要素。尽管多年来它的主要重点一直是支持高度控制的领域中的流程,但现在BPM社区感兴趣的许多领域的特征是不断变化的需求,不可预测的环境和影响流程实例执行的数据量不断增加。在这种动态条件下,BPM系统必须提高其自动化水平,以提供流程管理所需的反应性和灵活性。另一方面,人工智能(AI)社区已经将其努力集中在调查涉及计算实体和物理设备的主动控制的动态域(例如,机器人、软件代理等)。在这种情况下,自动规划是人工智能中最古老的领域之一,被认为是一种基于模型的方法,可以从模型中自动合成自主行为。在本文中,我们将讨论如何利用自动化计划技术来实现新的自动化水平和对业务处理的支持,并展示一些成功应用于BPM生存周期不同阶段的具体示例。

英文摘要:

Business Process Management (BPM) is a central element of today organizations. Despite over the years its main focus has been the support of processes in highly controlled domains, nowadays many domains of interest to the BPM community are characterized by ever-changing requirements, unpredictable environments and increasing amounts of data that influence the execution of process instances. Under such dynamic conditions, BPM systems must increase their level of automation to provide the reactivity and flexibility necessary for process management. On the other hand, the Artificial Intelligence (AI) community has concentrated its efforts on investigating dynamic domains that involve active control of computational entities and physical devices (e.g., robots, software agents, etc.). In this context, Automated Planning, which is one of the oldest areas in AI, is conceived as a model-based approach to synthesize autonomous behaviours in automated way from a model. In this paper, we discuss how automated planning techniques can be leveraged to enable new levels of automation and support for business processing, and we show some concrete examples of their successful application to the different stages of the BPM life cycle.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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