Knowledge-intensive processes: characteristics, requirements and analysis of contemporary approaches

C Di Ciccio, A Marrella, A Russo - Journal on Data Semantics, 2015 - Springer
Engineering of knowledge-intensive processes (KiPs) is far from being mastered, since they
are genuinely knowledge-and data-centric, and require substantial flexibility, at both design …

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 …

Automated planning for business process management

A Marrella - Journal on data semantics, 2019 - Springer
Abstract Business Process Management (BPM) is a central element of today's organizations.
Over the years, its main focus has been the support of business processes (BPs) in highly …

Intelligent process adaptation in the SmartPM system

A Marrella, M Mecella, S Sardina - ACM Transactions on Intelligent …, 2016 - dl.acm.org
The increasing application of process-oriented approaches in new challenging dynamic
domains beyond business computing (eg, healthcare, emergency management, factories of …

Rethinking BPM in a cognitive world: Transforming how we learn and perform business processes

R Hull, HR Motahari Nezhad - International Conference on Business …, 2016 - Springer
If we are to believe the technology hype cycle, we are entering a new era of Cognitive
Computing, enabled by advances in natural language processing, machine learning, and …

Toward a framework for self-adaptive workflows in cyber-physical systems

R Seiger, S Huber, P Heisig, U Aßmann - Software & Systems Modeling, 2019 - Springer
With the establishment of Cyber-physical Systems (CPS) and the Internet of Things, the
virtual world of software and services and the physical world of objects and humans move …

Toward an execution system for self-healing workflows in cyber-physical systems

R Seiger, S Huber, T Schlegel - Software & Systems Modeling, 2018 - Springer
Cyber-physical systems (CPS) represent a new class of information system that also takes
real-world data and effects into account. Software-controlled sensors, actuators and smart …

On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment

G De Giacomo, FM Maggi, A Marrella… - Proceedings of the AAAI …, 2017 - ojs.aaai.org
One major task in business process management is that of aligning real process execution
traces to a process model by (minimally) introducing and eliminating steps. Here, we look at …

Enabling self-adaptive workflows for cyber-physical systems

R Seiger, S Huber, P Heisig, U Assmann - Enterprise, Business-Process …, 2016 - Springer
The ongoing development of Internet of Things technologies leads to the interweaving of the
virtual world of software with the physical world. However, applying workflow technologies …

AIDA: a tool for resiliency in smart manufacturing

G De Giacomo, M Favorito, F Leotta, M Mecella… - International Conference …, 2023 - Springer
One of the salient features of Industry 4.0 is that machines and other actors involved in the
manufacturing process provide Industrial APIs that allow to inquire their status. In order to …