[HTML][HTML] The biggest business process management problems to solve before we die

I Beerepoot, C Di Ciccio, HA Reijers, S Rinderle-Ma… - Computers in …, 2023 - Elsevier
It may be tempting for researchers to stick to incremental extensions of their current work to
plan future research activities. Yet there is also merit in realizing the grand challenges in …

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 …

[PDF][PDF] Declarative process specifications: reasoning, discovery, monitoring

C Di Ciccio, M Montali - Process mining handbook, 2022 - library.oapen.org
The declarative specification of business processes is based upon the elicitation of
behavioural rules that constrain the legal executions of the process. The carry-out of the …

Object-centric process mining: unraveling the fabric of real processes

WMP van der Aalst - Mathematics, 2023 - mdpi.com
Traditional approaches for process modeling and process analysis tend to focus on one type
of object (also referred to as cases or instances), and each event refers to precisely one …

Advancements and challenges in object-centric process mining: A systematic literature review

A Berti, M Montali, WMP van der Aalst - arxiv preprint arxiv:2311.08795, 2023 - arxiv.org
Recent years have seen the emergence of object-centric process mining techniques. Born
as a response to the limitations of traditional process mining in analyzing event data from …

Petri net-based object-centric processes with read-only data

S Ghilardi, A Gianola, M Montali, A Rivkin - Information Systems, 2022 - Elsevier
During the last decade, various approaches have been put forward to integrate business
processes with different types of data. Each of these approaches reflects specific demands …

Petri nets with parameterised data: Modelling and verification

S Ghilardi, A Gianola, M Montali, A Rivkin - … Process Management: 18th …, 2020 - Springer
During the last decade, various approaches have been put forward to integrate business
processes with different types of data. Each of these approaches reflects specific demands …

Enhancing data-awareness of object-centric event logs

A Goossens, J De Smedt, J Vanthienen… - … Conference on Process …, 2022 - Springer
When multiple objects are involved in a process, there is an opportunity for processes to be
discovered from different angles with new information that previously might not have been …

Object-centric conformance alignments with synchronization

A Gianola, M Montali, S Winkler - International Conference on Advanced …, 2024 - Springer
Real-world processes operate on objects that are inter-dependent. To accurately reflect the
nature of such processes, object-centric process mining techniques are needed, notably …

[HTML][HTML] A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory

A Alman, FM Maggi, M Montali, F Patrizi, A Rivkin - Information Systems, 2023 - Elsevier
So far, approaches for business process modeling, enactment and monitoring have mainly
been based on process specifications consisting of a single process model. This setting …