使用物联网集成的上下文本体和物联网增强决策模型的上下文感知BPM

Rongjia Song, J. Vanthienen, Weiping Cui, Ying Wang, Lei Huang
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引用次数: 19

摘要

物联网(IoT)具有从物理世界捕捉动态环境到数字世界的能力。上下文感知BPM(业务流程管理)应该将物联网作为业务流程动态上下文的关键视角,并增强业务流程中的决策。物联网通常用于自动化流程执行或作为智能设备和其他概念的资源集成到流程模型中。这样,物联网数据直接被使用,而不与其他上下文数据进行处理或推理,以获得高阶上下文知识,从而削弱了其潜在能力。在将物联网集成到BPM中以获得上下文感知时,仍然缺少上下文层和决策层。决策仍然以传统的方式在上下文感知BPM中考虑。本文提供了一个独立于流程流的决策关注。我们提出上下文感知BPM生态系统由四个组件组成:上下文感知流程模型、上下文模型、决策模型和上下文感知流程执行。提出了一个框架,利用物联网集成的本体和物联网增强的决策模型,将物联网基础设施连接到上下文感知的BPM生态系统,使物联网能够使业务流程和所涉及的决策意识到动态上下文。
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Context-Aware BPM Using IoT-Integrated Context Ontologies and IoT-Enhanced Decision Models
IoT (Internet of Things) has the capability of capturing dynamic context from the physical world into the digital world. Context-aware BPM (Business Process Management) should integrate IoT as a key perspective of dynamic context of a business process and to enhance the decision making in a business process. IoT is often used to automate the process execution or integrated in the process model as resources of smart devices and additional concepts. In this way, IoT data is directly used without processing or reasoning with other contextual data to obtain higher-order contextual knowledge, which impairs its potential capability. The context layer and the decision layer are still missing while integrating IoT in BPM to obtain context-awareness. Decisions are still considered within context-aware BPM in a traditional way. This paper provides a separate concern of decisions from the process flow. We propose that the context-aware BPM ecosystem consists of four components which are: context-aware process models, context models, decision models and context-aware process execution. A framework is proposed to connect the IoT infrastructure to the context-aware BPM ecosystem using IoT-integrated ontologies and IoT-enhanced decision models, which enables the capabilities of IoT to make business processes and the decision making involved aware of the dynamic context.
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