145 citations · 360 across the 54 of their papers we have counts for
10 papers · 1 filter
Advancements and Challenges in Object-Centric Process Mining: A Systematic Literature Review
Alessandro Berti, Marco Montali, Wil M. P. van der Aalst
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 p…
What Can Database Query Processing Do for Instance-Spanning Constraints?
Heba Aamer, Marco Montali, Jan Van den Bussche
In the last decade, the term instance-spanning constraint has been introduced in the process mining field to refer to constraints that span multiple process instances of one or sev…
Probabilistic Trace Alignment
Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali +1
Alignments provide sophisticated diagnostics that pinpoint deviations in a trace with respect to a process model and their severity. However, approaches based on trace alignments u…
Modeling and In-Database Management of Relational, Data-Aware Processes (Extended Version)
Diego Calvanese, Marco Montali, Fabio Patrizi +1
During the last two decades, it has been increasingly acknowledged that the engineering of information systems usually requires a huge effort in integrating master data and busines…
Object-Centric Behavioral Constraints
Wil M. P. van der Aalst, Guangming Li, Marco Montali
Today's process modeling languages often force the analyst or modeler to straightjacket real-life processes into simplistic or incomplete models that fail to capture the essential…
DB-Nets: on The Marriage of Colored Petri Nets and Relational Databases
Marco Montali, Andrey Rivkin
The integrated management of business processes and mas- ter data is being increasingly considered as a fundamental problem, by both the academia and the industry. In this position…