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Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language

机译:案例模型风景:朝着使用FCM语言改进知识密集型进程的表示

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Case Management is a paradigm to support knowledge-intensive processes. The different approaches developed for modeling these types of processes tend to result in scattered information due to the low abstraction level at which the inherently complex processes are represented. Thus, readability and understandability are more challenging than in imperative process models. This paper extends a case modeling language-the fragment-based Case Management (fCM) language-to a so-called fCM landscape (fCML) with the goal of modeling a single knowledge-intensive process from a higher abstraction level. Following the Design Science Research (DSR) methodology, we first define requirements for an fCML, and then review how literature-in the fields of process overviews and case management-could support them. Design decisions are formalized by specifying a syntax for an fCML and the transformation rules from a given fCM model. The proposal is empirically evaluated via a laboratory experiment. Quantitative results imply that interpreting an fCML requires less effort in terms of time-and is thus more efficient-than interpreting its equivalent fCM case model. Qualitative results provide indications on the factors affecting case model interpretation and guidelines for future work.
机译:案例管理是支持知识密集型流程的范例。由于所示的具有固有复杂过程的低抽象级别,因此倾向于导致用于建模这些类型的过程的不同方法趋于导致散射信息。因此,可读性和可理解性比在必要的过程模型中更具挑战性。本文将案例建模语言 - 基于片段的案例管理(FCM)语言 - 到所谓的FCM横向(FCML),其目标是从更高的抽象级别建模单个知识密集型进程。在设计科学研究(DSR)方法之后,我们首先定义对FCML的要求,然后回顾过程概述和案例管理的字段的文献 - 可以支持它们。通过从给定的FCM模型指定FCML的语法和转换规则,设计决策是正式的。该提案是通过实验室实验进行经验评估的。定量结果意味着解释FCML在时间方面需要更少的努力 - 因此比解释其等效的FCM案例模型更有效。定性结果为影响案例模型解释和未来工作指南的因素提供指示。

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