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Knowledge management and decision support in adaptive case management platforms

机译:自适应案例管理平台中的知识管理和决策支持

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The paper sets out from a central proposition that the concept of adaptive case management (ACM) bears on the evolution of business decision support and knowledge management in modern businesses. While presenting the state of the art in efforts to blend enterprise resources planning/business process management (ERP/BPM) systems with knowledge management systems (KMS) and decision support systems (DSS), the authors observe that the classical platform combining ERP/BPM with KMS and DSS was based on the interaction of three separate layers/subsystems and that, throughout the past decade, that approach proved satisfactory. However, in the last few years it has been increasingly felt that the approach to business process management and enterprise resource planning, as well as to their integration with knowledge management and decision support, needs to be modified. The dynamic and adaptive nature of some business processes poses challenges that the classical BPM approach cannot adequately address. Adaptive case management has been developed to better cope with such challenges. It makes it, on the one hand, easier to align a business to rapidly changing requirements and conditions, and, on the other, it allows organizations to more effectively exploit the potential inherent in organizational knowledge and information resources. The paper discusses the evolution of KMS and DSS from the perspective of their application in ACM environments.
机译:本文从一个中央命题阐述了自适应案例管理(ACM)概念对现代企业的商业决策支持和知识管理的演变。在提出努力融合企业资源规划/业务流程管理(ERP / BPM)系统(KMS)和决策支持系统(DSS)的企业资源规划/业务流程管理(ERP / BPM)系统的情况下,作者观察到ERP / BPM的经典平台随着KMS和DSS的基础是三个独立的层/子系统的相互作用,在过去十年中,这种方法证明了令人满意的。然而,在过去的几年里,我们越来越多地认为,企业流程管理和企业资源规划的方法以及与知识管理和决策支持的整合,需要进行修改。某些业务流程的动态和自适应性质构成了古典BPM方法无法充分地址的挑战。已经开发了自适应案例管理,以更好地应对这些挑战。它使其成为一方面,更容易将业务对齐以快速改变要求和条件,另一方面,它允许组织更有效地利用组织知识和信息资源中固有的潜在固有的。本文从ACM环境中应用的角度讨论了KMS和DSS的演变。

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