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 …

[HTML][HTML] Business process flexibility-a systematic literature review with a software systems perspective

R Cognini, F Corradini, S Gnesi, A Polini… - Information Systems …, 2018 - Springer
Business Process flexibility supports organizations in changing their everyday work activities
to remain competitive. Since much research has been done on this topic a better awareness …

[HTML][HTML] 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 …

Validation of the coupling dependency metric as a predictor of run-time failures and maintenance measures

AB Binkley, SR Schach - … of the 20th international conference on …, 1998 - ieeexplore.ieee.org
The coupling dependency metric (CDM) is a successful design quality metric. Here we apply
it to four case studies: run-time failure data for a COBOL registration system; maintenance …

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 …

Dynamic adaptation of fragment-based and context-aware business processes

A Bucchiarone, A Marconi, M Pistore… - 2012 IEEE 19th …, 2012 - ieeexplore.ieee.org
We propose a comprehensive framework for adaptivity of service-based applications, which
exploits the concept of process fragments as a way to model reusable process knowledge …

A conceptual framework for adaptation

R Bruni, A Corradini, F Gadducci… - … 2012, Held as Part of the …, 2012 - Springer
In this position paper we present a conceptual vision of adaptation, a key feature of
autonomic systems. We put some stress on the role of control data and argue how some of …

Learning robot activities from first-person human videos using convolutional future regression

J Lee, MS Ryoo - Proceedings of the IEEE Conference on …, 2017 - openaccess.thecvf.com
We design a new approach that allows robot learning of new activities from unlabeled
human example videos. Given videos of humans executing an activity from their own …

A survey on modeling dynamic business processes

D Kalibatiene, O Vasilecas - PeerJ Computer Science, 2021 - peerj.com
Dynamic and flexible systems offer huge advantages for businesses in addressing dynamic
uncertain factors and implementing dynamic business processes (DBP). However, DBP …

What automated planning can do for business process management

A Marrella - Business Process Management Workshops: BPM 2017 …, 2018 - Springer
Abstract Business Process Management (BPM) is a central element of today organizations.
Despite over the years its main focus has been the support of processes in highly controlled …