Process mining: from theory to practice

CJ Turner, A Tiwari, R Olaiya, Y Xu - Business process management …, 2012 - emerald.com
Purpose–The purpose of this paper is to present a comparison of a number of business
process mining tools currently available in the UK market. An outline of the practice of …

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] Knowledge-intensive Processes: An Overview of Contemporary Approaches.

C Di Ciccio, A Marrella, A Russo - Kibp@ kr, 2012 - ceur-ws.org
Engineering of knowledge-intensive processes is far from being mastered. Processes are
defined knowledge-intensive when people/agents carry them out in a fair degree of …

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

J De Weerdt, M De Backer, J Vanthienen, B Baesens - Information systems, 2012 - Elsevier
Process mining is the research domain that is dedicated to the a posteriori analysis of
business process executions. The techniques developed within this research area are …

[PDF][PDF] Robust process discovery with artificial negative events

S Goedertier, D Martens, J Vanthienen… - Journal of Machine …, 2009 - jmlr.org
Process discovery is the automated construction of structured process models from
information system event logs. Such event logs often contain positive examples only …

[图书][B] Specification and verification of declarative open interaction models: a logic-based approach

M Montali - 2010 - books.google.com
Many novel application scenarios and architectures in business process management or
service composition are characterized by a distribution of activities and resources, and by …

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 …

Understanding declare models: strategies, pitfalls, empirical results

C Haisjackl, I Barba, S Zugal, P Soffer, I Hadar… - Software & Systems …, 2016 - Springer
Declarative approaches to business process modeling are regarded as well suited for highly
volatile environments, as they enable a high degree of flexibility. However, problems in …

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 …