FloBP:开发和执行物联网增强型业务流程的模型驱动方法

IF 2 3区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Arianna Fedeli, Fabrizio Fornari, Andrea Polini, Barbara Re, Victoria Torres, Pedro Valderas
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引用次数: 0

摘要

将物联网(IoT)技术整合到业务流程(BP)中的能力已成为一种变革模式,为企业提高运营效率和生产力提供了前所未有的机遇。与物理世界互动并利用真实世界的数据做出更明智的业务决策是人们最感兴趣的问题,而物联网增强型业务流程的想法有望实现业务活动的自动化和改进,并使其能够适应执行过程中的物理环境。然而,将这两个领域结合起来具有挑战性,它需要新的建模方法,既不增加符号的复杂性,又能在流程和底层设备技术之间提供独立的执行。在这项工作中,我们提出了 FloBP,这是一种模型驱动的工程方法,将物联网和业务流程之间的关注点分离开来,为物联网增强型业务流程的建模和执行提供了一种结构化和系统化的方法。需要通过跨学科团队来实现关注点的分离,以确保该方法涵盖所有必要的流程方面,包括技术和建模方面。FloBP 方法基于建模工具和微服务架构来部署 BPMN 模型,它促进了与物理世界的集成,为支持多种物联网设备技术及其演进提供了灵活性。一个智能食堂场景描述并评估了该方法的可行性以及各利益相关方采用该方法的可能性。所进行的评估得出结论,FloBP 的应用通过在物联网和 BP 专家之间共享和重用知识,促进了物联网增强型 BP 的建模和开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

FloBP: a model-driven approach for developing and executing IoT-enhanced business processes

FloBP: a model-driven approach for developing and executing IoT-enhanced business processes

The capability to integrate Internet of Things (IoT) technologies into business processes (BPs) has emerged as a transformative paradigm, offering unprecedented opportunities for organisations to enhance their operational efficiency and productivity. Interacting with the physical world and leveraging real-world data to make more informed business decisions is of greatest interest, and the idea of IoT-enhanced BPs promises to automate and improve business activities and permit them to adapt to the physical environment of execution. Nonetheless, combining these two domains is challenging, and it requires new modelling methods that do not increase notation complexity and provide independent execution between the process and the underlying device technology. In this work, we propose FloBP, a model-driven engineering approach separating concerns between the IoT and BPs, providing a structured and systematic approach to modelling and executing IoT-enhanced BPs. Applying the separation of concerns through an interdisciplinary team is needed to ensure that the approach covers all necessary process aspects, including technological and modelling ones. The FloBP approach is based on modelling tools and a microservices architecture to deploy BPMN models, and it facilitates integration with the physical world, providing flexibility to support multiple IoT device technologies and their evolution. A smart canteen scenario describes and evaluates the approach’s feasibility and its possible adoption by various stakeholders. The performed evaluation concludes that the application of FloBP facilitates the modelling and development of IoT-enhanced BPs by sharing and reusing knowledge among IoT and BP experts.

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来源期刊
Software and Systems Modeling
Software and Systems Modeling 工程技术-计算机:软件工程
CiteScore
6.00
自引率
20.00%
发文量
104
审稿时长
>12 weeks
期刊介绍: We invite authors to submit papers that discuss and analyze research challenges and experiences pertaining to software and system modeling languages, techniques, tools, practices and other facets. The following are some of the topic areas that are of special interest, but the journal publishes on a wide range of software and systems modeling concerns: Domain-specific models and modeling standards; Model-based testing techniques; Model-based simulation techniques; Formal syntax and semantics of modeling languages such as the UML; Rigorous model-based analysis; Model composition, refinement and transformation; Software Language Engineering; Modeling Languages in Science and Engineering; Language Adaptation and Composition; Metamodeling techniques; Measuring quality of models and languages; Ontological approaches to model engineering; Generating test and code artifacts from models; Model synthesis; Methodology; Model development tool environments; Modeling Cyberphysical Systems; Data intensive modeling; Derivation of explicit models from data; Case studies and experience reports with significant modeling lessons learned; Comparative analyses of modeling languages and techniques; Scientific assessment of modeling practices
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