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Context-aware workflow management in eHealth applications

机译:eHealth应用程序中的上下文感知工作流管理

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摘要

Workflows are a technology to structure work in functional, non-overlapping steps. They defineudnot only the order of execution of the steps, and describe whether steps are executed inudparallel, they also specify who or what tool has to fulfill which step. Workflows offer the possibilityudto automate work, to increase the understandability of processes, and they ease theudcontrol of process execution. The tools to manage workflows, so called workflow managementudsystems (WfMSs), are traditionally rigid as they separate workflow definition done at build timeudfrom workflow execution done at run time. This makes them ill-suited for managing flexible andudunstructured workflows. In this thesis, we focus on the support of flexible processes in eHealth,udwhich are affected by more foreseen than unforeseen events. To bridge the gap between rigidudWfMSs and flexible workflows, we developed a concept for dynamic and context-aware workflowudmanagement called Flexwoman. Although our focus lies on flexible eHealth processes,udFlexwoman is a generic approach that can be applied to several different application domains.udFlexwoman supports the usage of context information to adapt processes automatically at runudtime to foreseen events. Processes can also be manually adapted to handle unforeseen events.udTo achieve this flexibility, context information from different sensors is unified and thus can beudanalyzed in the same way. The analysis and adaptation of workflows is executed with a rule engine.udA rule engine can store, reason about and apply knowledge automatically and efficiently.udRules and application logic are separated, thus, rules can be changed during run time withoutudaffecting application logic or process description. Workflows are internally described by HierarchicaludColored Petri nets (HCPNs) and executed by a HCPN execution engine. HCPNs allow foruda deterministic execution of workflows and can represent workflows on different levels of detail.udIn summary, in Flexwoman, significant context changes (events) trigger automated adaptationsudthat replace parts of the workflow by sub workflows, which can in turn be adapted. The adaptationsudand the rules for context-aware adaptation are saved in the organizational memory forudlater reuse. Flexwoman’s event based behavior facilitates proactive adaptations instead of onlyudallowing for adaptations while entering or leaving a task. Replacements are not bound to specialudplaces defined at build time but each part of the workflow, which has not been executed yet, canudbe replaced at run time. We implemented and evaluated the concept. The evaluations showudi) that all required functionality is available, ii) that the system scales with a growing number ofudrules, and iii) that the system correctly handles failure situations.
机译:工作流是一种在功能,非重叠步骤中组织工作的技术。他们不仅定义了步骤的执行顺序,还描述了是否以并行方式执行步骤,还指定了必须由谁或什么工具来完成哪个步骤。工作流提供了使工作自动化的可能性,以提高流程的可理解性,并且简化了流程执行的控制。传统上,用于管理工作流的工具称为工作流管理 udsystems(WfMS),因为它们将在构建时完成的工作流定义 ud与在运行时完成的工作流执行分离开来。这使得它们不适合管理灵活和非结构化的工作流。在本文中,我们将重点放在对eHealth中灵活流程的支持上,该流程受不可预见的事件的影响比未预见的事件要多。为了弥合刚性 udWfMS和柔性工作流之间的鸿沟,我们开发了一种称为Flexwoman的动态和上下文感知工作流 udmanagement概念。尽管我们的重点是灵活的eHealth流程,但是 udFlexwoman是一种通用方法,可以应用于多个不同的应用程序域。 udFlexwoman支持使用上下文信息来在运行时 udtime自动适应预期的事件。还可以手动调整流程以处理不可预见的事件。 ud为了实现这种灵活性,来自不同传感器的上下文信息是统一的,因此可以用相同的方式进行分析。工作流的分析和调整通过规则引擎执行。 ud规则引擎可以自动高效地存储,推理和应用知识。 ud规则和应用程序逻辑分离,因此可以在运行时更改规则而不会影响应用程序逻辑或过程描述。工作流在内部由Hierarchical udColored Petri网(HCPN)描述,并由HCPN执行引擎执行。 HCPN允许 uda确定性执行工作流,并可以表示不同详细程度的工作流。 ud总而言之,在Flexwoman中,重要的上下文更改(事件)触发自动调整 ud,用子工作流替换工作流的某些部分,这反过来又可以适应。适应 ud和上下文感知适应的规则保存在组织内存中,以供 udlat重复使用。 Flexwoman基于事件的行为有助于进行主动的适应,而不仅仅是允许在进入或离开任务时进行适应。替换未绑定到在构建时定义的特殊地方,但是工作流的每个部分(尚未执行)可以在运行时被替换。我们实施并评估了该概念。评估显示 udi)所有必需的功能均可用,ii)系统随着 udrules的数量增加而扩展,并且iii)系统正确处理了故障情况。

著录项

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    Fröhlich Nadine;

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  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 eng
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