95 citations · 149 across the 7 of their papers we have counts for
4 papers · 1 filter
OC-PM: Analyzing Object-Centric Event Logs and Process Models
Alessandro Berti, Wil van der Aalst
Object-centric process mining is a novel branch of process mining that aims to analyze event data from mainstream information systems (such as SAP) more naturally, without being fo…
Filtering and Sampling Object-Centric Event Logs
Alessandro Berti
The scalability of process mining techniques is one of the main challenges to tackling the massive amount of event data produced every day in enterprise information systems. To thi…
PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining
Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst
Open-source process mining provides many algorithms for the analysis of event data which could be used to analyze mainstream processes (e.g., O2C, P2P, CRM). However, compared to c…
A Scalable Database for the Storage of Object-Centric Event Logs
Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park +1
Object-centric process mining provides a set of techniques for the analysis of event data where events are associated to several objects. To store Object-centric Event Logs (OCELs)…