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The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems mobis挑战2019:wi -2019-信息系统基于模型的合规性研讨会报告
Pub Date : 2020-11-18 DOI: 10.18417/EMISA.15.5
Stephan Baier, Sebastian Dunzer, P. Fettke, Constantin Houy, Martin Matzner, P. Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, M. Stierle, Brian Willems
Information systems (IS) can significantly support the organization of business processes. However, the proceeding digitalization of processes can also lead to an increasing organizational complexity and the need to more intensely investigate the adherence to external or internal compliance rules. Process-related data from IS and underlying process models can, however, also contribute to an effective compliance checking. This paper summarizes the motivation, the setup, the data set and the results of the 2019 MobIS-Challenge which was conducted as a workshop at WI 2019 in Siegen, Germany. Results submitted to the challenge are presented in detail and directions for future work are discussed.
信息系统(IS)可以显著地支持业务流程的组织。然而,流程的持续数字化也可能导致组织复杂性的增加,并且需要更严格地调查对外部或内部遵从性规则的遵守情况。然而,来自IS和底层流程模型的流程相关数据也有助于进行有效的遵从性检查。本文总结了2019年mobis挑战赛的动机、设置、数据集和结果,该挑战赛是在德国锡根举行的WI 2019研讨会上进行的。详细介绍了提交给挑战的结果,并讨论了未来工作的方向。
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引用次数: 0
Satisfying Four Requirements for More Flexible Modeling Methods: Theory and Test Case 满足更灵活建模方法的四个要求:理论和测试用例
Pub Date : 2020-11-12 DOI: 10.18417/EMISA.15.3
D. Bork, Steven L. Alter
Recent research in conceptual modeling and enterprise modeling calls for relaxing common assumptions about the nature of modeling methods and related modeling languages and metamodels. This paper pursues that goal by proposing a new vision of modeling methods that overcomes some of the limitations identified in the literature by satisfying four requirements for more flexible modeling methods. That vision builds upon the integration of multiple modeling techniques that are related to an overarching metaphor. Those techniques may address heterogeneous purposes such as specifying a system’s capabilities or specifying which resources are used by specific activities. This paper presents design characteristics and metamodel design options to guide method engineers in adopting this broader notion of modeling methods, integrating multiple modeling techniques, and using appropriate modeling languages. To demonstrate feasibility, an extended version of the work system method (WSM) is presented in the form of a Work System Modeling Method (WSMM) that encompasses seven purposes of modeling that call for successively more formal approaches. A final section summarizes how WSMM addresses the issues and requirements from the introduction, explains how coherence is maintained within WSMM, and identifies areas for future research, with emphasis on ways to make WSMM and similar modeling methods as valuable as possible.
最近在概念建模和企业建模方面的研究要求放松对建模方法、相关建模语言和元模型的本质的一般假设。本文通过提出一种新的建模方法来实现这一目标,该方法通过满足对更灵活的建模方法的四个要求来克服文献中确定的一些限制。该愿景建立在与一个总体隐喻相关的多种建模技术的集成之上。这些技术可以处理异构目的,例如指定系统的功能或指定特定活动使用哪些资源。本文提出了设计特征和元模型设计选项,以指导方法工程师采用更广泛的建模方法概念,集成多种建模技术,并使用适当的建模语言。为了证明可行性,工作系统方法(WSM)的扩展版本以工作系统建模方法(WSMM)的形式呈现,该方法包含七个建模目的,这些目的要求相继使用更正式的方法。最后一节总结了WSMM如何解决引言中的问题和需求,解释了如何在WSMM中保持一致性,并确定了未来研究的领域,重点是如何使WSMM和类似的建模方法尽可能有价值。
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引用次数: 10
A Taxonomy of Business Rule Organizing Approaches in Regard to Business Process Compliance 关于业务流程遵从性的业务规则组织方法的分类
Pub Date : 2020-11-12 DOI: 10.18417/EMISA.15.4
Carl Corea, Patrick Delfmann
Business Process Compliance (BPC) bridges the disciplines of Business Process Management and Compliance Management, and is aimed to ensure that business processes are aligned with laws and regulations. In this context, business rules are used as a central means to represent regulatory policies and consequently to (automatedly) verify, whether business process models abide by respective rules. While there has been a plethora of works regarding this actual verification of process models relative to business rules, we see a strong lack of works regarding the actual creation and maintenance of business rules. More precisely, many works assume sound sets of business rules as a basis for subsequent techniques. However, recent works suggest this assumption cannot be made in practice, and companies actually need to be supported in the scope of managing and organizing business rules, e.g., to remove redundant or contradictory rules. Organizing business rules is a mandatory prerequisite to BPC, as errors in business rules make these rule bases unusable and impede a subsequent verification of process compliance. However, the literature on business rule organization is sparse - especially its relation to BPC. We therefore investigate how to harmonize company efforts in business rule organization and BPC by the means of a systematic literature review. The main contribution of this work is a guideline which supports companies to select appropriate rule organization approaches based on company BPC needs. Also, we identify research gaps and propose a corresponding research agenda based on our findings.
业务流程遵从性(BPC)连接了业务流程管理和遵从性管理的规程,旨在确保业务流程与法律法规保持一致。在此上下文中,业务规则被用作表示监管策略的中心手段,从而(自动)验证业务流程模型是否遵守各自的规则。虽然与业务规则相关的流程模型的实际验证相关的工作很多,但我们发现与业务规则的实际创建和维护相关的工作非常缺乏。更准确地说,许多作品都假定了可靠的业务规则集作为后续技术的基础。然而,最近的研究表明,这种假设在实践中是不可能实现的,公司实际上需要在管理和组织业务规则的范围内得到支持,例如,删除冗余或矛盾的规则。组织业务规则是BPC的强制性先决条件,因为业务规则中的错误会使这些规则库无法使用,并妨碍后续对流程遵从性的验证。然而,关于业务规则组织的文献很少——尤其是它与BPC的关系。因此,我们通过系统的文献回顾来研究如何协调公司在业务规则组织和业务流程控制方面的努力。这项工作的主要贡献是一个指导方针,它支持公司根据公司BPC需求选择适当的规则组织方法。此外,我们确定了研究差距,并根据我们的发现提出了相应的研究议程。
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引用次数: 2
A Deep Perspective on the ArchiMate Enterprise Architecture Modeling Language 对高级企业架构建模语言的深入分析
Pub Date : 2020-07-23 DOI: 10.18417/EMISA.15.2
C. Atkinson, Thomas Kühne
Given the scale, complexity and variety of enterprise architectures, approaches for modeling them need to be as simple and flexible as possible in order to minimize the accidental complexity within enterprise architecture models. Multi-level modeling techniques offer an effective way of achieving this but to date there has been little research into how they could contribute to enterprise architecture modeling. In this article we therefore explore how the former could be best leveraged within the latter by considering the modeling goals, architecture and principles of one of the most concrete and widely used enterprise architecture modeling standards: ArchiMate. More specifically, we discuss how the conceptual integrity of the ArchiMate standard and modeling experience could be enhanced using multi-level modeling principles. In our discussions, we focus on a specific variant of multi-level modeling, called deep modeling, which is based on the notions of orthogonal classification and deep instantiation.
考虑到企业体系结构的规模、复杂性和多样性,为它们建模的方法需要尽可能地简单和灵活,以便最小化企业体系结构模型中偶然出现的复杂性。多层次建模技术为实现这一目标提供了一种有效的方法,但是到目前为止,还很少有人研究它们如何有助于企业架构建模。因此,在本文中,我们将通过考虑最具体和最广泛使用的企业体系结构建模标准之一ArchiMate的建模目标、体系结构和原则,探讨如何在后者中最好地利用前者。更具体地说,我们讨论了如何使用多级建模原则来增强ArchiMate标准和建模经验的概念完整性。在我们的讨论中,我们重点关注多层次建模的一个特定变体,称为深度建模,它基于正交分类和深度实例化的概念。
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引用次数: 14
Machine Learning and Complex Event Processing. A Review of Real-time Data Analytics for the Industrial Internet of Things 机器学习与复杂事件处理。工业物联网实时数据分析研究综述
Pub Date : 2020-03-23 DOI: 10.18417/EMISA.15.1
Jonas Wanner, Christopher Wissuchek, Christian Janiesch
In the Industrial Internet of Things, cyber-physical systems bridge the gap between the physical and digital world by connecting advanced manufacturing systems with digital services in so-called smart factories. This interplay generates a large amount of data. By analyzing the data, manufacturers can reap many benefits and optimize their operations. Here, the value of information is at its highest with low latency to its emergence and its value decreases over time. Complex Event Processing (CEP) is a technology, which enables real-time analysis of complex events (i.e., combined data values from different sources). In this way, CEP assists in the identification and localization of anomalous process sequences in smart factories. However, CEP comes with limitations that reduce its effectiveness. Setting up CEP requires in-depth domain knowledge and is primarily declarative as well as reactive by nature. Combining CEP with machine learning (ML) is a possible extension to circumvent these technological limitations. However, there is no up-to-date overview on the integration of both paradigms in research and no review of their transferability for application in smart factories. In this article, we provide (1) a synthesis of research on the integration of CEP and ML identifying supervised learning as the predominant approach, and (2) a transfer of potentials for the use in smart factories. Here, reactive and proactive policies are used in equal frequency.
在工业物联网中,网络物理系统通过将先进制造系统与所谓的智能工厂中的数字服务连接起来,弥合了物理世界与数字世界之间的差距。这种相互作用产生了大量的数据。通过分析数据,制造商可以获得许多好处并优化他们的运营。在这里,信息的价值最高,出现的延迟较低,并且随着时间的推移其价值会降低。复杂事件处理(CEP)是一种能够实时分析复杂事件(即来自不同来源的组合数据值)的技术。通过这种方式,CEP有助于识别和定位智能工厂中的异常过程序列。然而,CEP的局限性降低了它的有效性。设置CEP需要深入的领域知识,并且本质上主要是声明性的和反应性的。将CEP与机器学习(ML)相结合是规避这些技术限制的可能扩展。然而,目前还没有关于这两种范式在研究中的整合的最新综述,也没有对它们在智能工厂应用中的可转移性进行审查。在本文中,我们提供(1)对CEP和ML集成的综合研究,确定监督学习为主要方法,以及(2)在智能工厂中使用的潜力转移。在这里,被动策略和主动策略的使用频率相同。
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引用次数: 6
How companies can benefit from Enterprise Architecture Management in the Digital Transformation Process - An Extended Research Model 企业如何从数字化转型过程中的企业架构管理中获益——一个扩展的研究模型
Pub Date : 2019-12-04 DOI: 10.18417/emisa.14.6
Christopher Reichstein, K. Sandkuhl, Ralf-Christian Härting
A successful digital transformation in enterprises requires surpassing infrastructural flexibility within firms and a high level of IT competence in order to meet changing business requirements. Digital enterprises face the challenge of combining business and IT to benefit from existing technological achievements in the digital age. Previous studies have shown that there are critical factors that influence the benefits of Enterprise Architecture Management (EAM). However, factors influencing the digital transformation have not been considered yet. An alternative and iterative research approach develops new success factors for enterprises that benefit from EAM. In this context, this paper builds on a qualitative research approach to examine additional factors and their impact on EAM. The approach is based on an extended structured literature review to build a new empirical research model. In addition, the indicators were validated by three different industrial case studies reflecting the benefit from EAM within the digital transformation process. The results of the extended research models and case study validation show that factors aggregated to the determinants IT Landscapes, Internal Business and EAM Establishment have substantially impact on the benefit of EAM in enterprises. Moreover, the authors found two factors (firm size and external business) in the model moderating & the effects on the benefit from EAM.
企业中成功的数字化转型需要超越公司内部的基础设施灵活性和高水平的IT能力,以满足不断变化的业务需求。数字化企业面临着将业务与IT相结合的挑战,以便从数字时代现有的技术成果中获益。以前的研究已经表明,存在影响企业架构管理(EAM)收益的关键因素。然而,影响数字化转型的因素尚未得到考虑。一种可选的和迭代的研究方法为受益于EAM的企业开发了新的成功因素。在此背景下,本文建立在定性研究的方法来检查额外的因素和他们的影响EAM。该方法是基于扩展的结构化文献综述,以建立一个新的实证研究模型。此外,这些指标通过三个不同的工业案例研究进行了验证,反映了数字化转型过程中EAM的好处。扩展研究模型和案例研究验证的结果表明,IT环境、内部业务和EAM建立的决定因素对企业EAM的效益有实质性影响。此外,作者发现模型中的两个因素(企业规模和外部业务)调节了EAM对收益的影响。
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引用次数: 1
Editorial Preface 编辑前言
Pub Date : 2019-11-04 DOI: 10.2307/j.ctvhn0b1k.6
B. Hofreiter, C. Huemer
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引用次数: 0
Designing a Flipped Classroom Course - a Process Model 设计翻转课堂课程-一个过程模型
Pub Date : 2019-10-22 DOI: 10.18417/emisa.14.4
Kristin Vogelsang, Alena Droit, Kirsten Liere-Netheler
Digital learning has become more than just a trend in the modern world. Blended learning concepts are well established in different areas of application. An important concept in this domain is the so-called flipped classroom (FC). This approach repurposes class time to focus on application and discussion, while the acquisition of basic knowledge will happen at home, enabled by online lectures. In the past, research demonstrated and discussed the advantages of flipped classroom concepts within case studies. Still, standardized guidelines for the development of flipped classrooms are rare. However, it is necessary to learn from the past to improve future education. Thus, we analyzed reviews on flipped classroom research and used these to inductively develop a reference process model for the realization of flipped classroom concepts. The model is based on phases taken from project management, which help to structure the process and associated tasks. The results present the process model shown in Business Process Model and Notation (BPMN) and applicable checklists for the development of a FC course. The process model was applied and evaluated during the implementation of a flipped classroom at a university. Future research shouldconcentrate on evaluation of the model as well as a deeper elaboration of upcoming roles and their tasks in order to derive further guidance for teachers and organizations.
数字化学习已经不仅仅是现代世界的一种趋势。混合式学习概念在不同的应用领域得到了很好的确立。这一领域的一个重要概念是所谓的翻转课堂(FC)。这种方法将课堂时间重新集中在应用和讨论上,而通过在线课程,基本知识的获取将在家中进行。过去的研究在案例研究中论证和讨论了翻转课堂概念的优势。尽管如此,发展翻转课堂的标准化指导方针仍然很少。然而,有必要从过去的教训中吸取教训,以改善未来的教育。因此,我们分析了对翻转课堂研究的评论,并以此归纳出一个翻转课堂概念实现的参考过程模型。该模型基于取自项目管理的阶段,这些阶段有助于构建过程和相关任务。结果显示了业务流程模型和表示法(BPMN)中显示的流程模型,以及用于开发FC课程的适用清单。在某大学翻转课堂的实施过程中,对过程模型进行了应用和评价。未来的研究应集中于对该模型的评价,以及对即将到来的角色及其任务的更深入的阐述,以便为教师和组织提供进一步的指导。
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引用次数: 12
Workflow Management on BFT Blockchains BFT区块链上的工作流管理
Pub Date : 2019-05-29 DOI: 10.18417/emisa.15.14
Joerg Evermann, Henry M. Kim
Blockchain technology has been proposed as a new infrastructure technology for a wide variety of novel applications. Blockchains provide an immutable record of transactions, making them useful when business actors do not trust each other. Their distributed nature makes them suitable for inter-organizational applications. However, proof-of-work based blockchains are computationally inefficient and do not provide final consensus, although they scale well to large networks. In contrast, blockchains built around Byzantine Fault Tolerance (BFT) algorithms are more efficient and provide immediate and final consensus, but do not scale well to large networks. We argue that this makes them well-suited for workflow management applications that typically include no more than a few dozen participants but require final consensus. In this paper, we discuss architectural options and present a prototype implementation of a BFT-blockchain-based workflow management system (WfMS).
区块链技术已被提出作为一种新的基础设施技术,用于各种各样的新应用。区块链提供了不可变的交易记录,这使得它们在业务参与者彼此不信任时非常有用。它们的分布式特性使它们适合于组织间应用程序。然而,基于工作量证明的区块链在计算上效率低下,并且不能提供最终共识,尽管它们可以很好地扩展到大型网络。相比之下,围绕拜占庭容错(BFT)算法构建的区块链更有效,并提供即时和最终的共识,但不能很好地扩展到大型网络。我们认为,这使得它们非常适合工作流管理应用程序,这些应用程序通常不超过几十个参与者,但需要最终的共识。在本文中,我们讨论了架构选项,并提出了基于bft -区块链的工作流管理系统(WfMS)的原型实现。
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引用次数: 2
A Procedure Model for Situational Reference Model Mining 情境参考模型挖掘的过程模型
Pub Date : 2019-04-09 DOI: 10.18417/emisa.14.3
Jana-Rebecca Rehse, P. Fettke
This contribution introduces the concept of Situational Reference Model Mining, i. e., the idea that automatically derived reference models, although derived from identical input data, are intended for different purposes and therefore have to meet different requirements. These requirements determine the reference model character and thus the technique that is best suited for mining it. Situational Reference Model Mining is based on well-known design principles for reference modeling, such as configuration, aggregation, specialization, instantiation, and analogy. We present a procedure model for Situational Reference Model Mining and demonstrate its usefulness by means of a case study. Existing techniques for Reference Model Mining are examined and mapped to their underlying design principles. Our approach provides reference model designers with first guidelines regarding their choice of mining technique and points out research gaps for the development of new approaches to reference model mining.
这篇文章介绍了情景参考模型挖掘的概念,也就是说,尽管从相同的输入数据中获得了自动派生的参考模型,但它们的目的不同,因此必须满足不同的需求。这些需求决定了参考模型的特征,从而决定了最适合挖掘它的技术。情境参考模型挖掘基于众所周知的参考建模设计原则,例如配置、聚合、专门化、实例化和类比。本文提出了一种情景参考模型挖掘的过程模型,并通过案例研究证明了其有效性。对参考模型挖掘的现有技术进行了检查,并将其映射到其底层设计原则。我们的方法为参考模型设计者提供了关于他们选择挖掘技术的第一个指导方针,并指出了开发参考模型挖掘新方法的研究空白。
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引用次数: 4
期刊
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model.
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