AI-augmented business process management systems: a research manifesto

M Dumas, F Fournier, L Limonad, A Marrella… - ACM Transactions on …, 2023 - dl.acm.org
AI-augmented Business Process Management Systems (ABPMSs) are an emerging class of
process-aware information systems, empowered by trustworthy AI technology. An ABPMS …

Web service adaptation: A decade's overview

H Mezni - Computer Science Review, 2023 - Elsevier
With the exponential growth of communication and information technologies, adaptation has
gained a significant attention as it becomes a key feature of service-based systems, allowing …

[HTML][HTML] Digital twin composition in smart manufacturing via Markov decision processes

G De Giacomo, M Favorito, F Leotta, M Mecella… - Computers in …, 2023 - Elsevier
Abstract Digital Twins (DTs) are considered key components in smart manufacturing. They
bridge the virtual and real world with the goal to model, understand, predict, and optimize …

Applying MAPE-K control loops for adaptive workflow management in smart factories

L Malburg, M Hoffmann, R Bergmann - Journal of Intelligent Information …, 2023 - Springer
Monitoring the state of currently running processes and reacting to ad-hoc situations during
runtime is a key challenge in Business Process Management (BPM). This is especially the …

A knowledge-intensive adaptive business process management framework

H Kir, N Erdogan - Information Systems, 2021 - Elsevier
Business process management has been the driving force of optimization and operational
efficiency for companies until now, but the digitalization era we have been experiencing …

[HTML][HTML] Integrating process management and event processing in smart factories: A systems architecture and use cases

R Seiger, L Malburg, B Weber, R Bergmann - Journal of Manufacturing …, 2022 - Elsevier
The developments of new concepts for an increased digitization of manufacturing industries
in the context of Industry 4.0 have brought about novel system architectures and frameworks …

An interactive method for detection of process activity executions from IoT data

R Seiger, M Franceschetti, B Weber - Future Internet, 2023 - mdpi.com
The increasing number of IoT devices equipped with sensors and actuators pervading every
domain of everyday life allows for improved automated monitoring and analysis of …

Dynamic digital factories for agile supply chains: An architectural approach

N Bicocchi, G Cabri, F Mandreoli, M Mecella - Journal of Industrial …, 2019 - Elsevier
Digital factories comprise a multi-layered integration of various activities along the factories
and product lifecycles. A central aspect of a digital factory is that of enabling the product …

Aligning real process executions and prescriptive process models through automated planning

M de Leoni, A Marrella - Expert Systems with Applications, 2017 - Elsevier
Modern organizations execute processes to deliver product and services, whose enactment
needs to adhere to laws, regulations and standards. Conformance checking is the problem …

STEP-ONE: simulated testbed for edge-fog processes based on the opportunistic network environment simulator

J Mass, SN Srirama, C Chang - Journal of Systems and Software, 2020 - Elsevier
Abstract The Internet of Things (IoT) has evolved from a cloud-based architecture towards
multi-layer architectures such as Fog computing, where network edge devices perform …