Search Results for author: Anahita Farhang Ghahfarokhi

Found 5 papers, 0 papers with code

Clustering Object-Centric Event Logs

no code implementations26 Jul 2022 Anahita Farhang Ghahfarokhi, Fatemeh Akoochekian, Fareed Zandkarimi, Wil M. P. van der Aalst

Therefore, several clustering techniques have been proposed on top of traditional event logs (i. e., event logs with a single case notion) to reduce the complexity of process models and discover homogeneous subsets of cases.

Clustering Object

Predictive Object-Centric Process Monitoring

no code implementations20 Jul 2022 Timo Rohrer, Anahita Farhang Ghahfarokhi, Mohamed Behery, Gerhard Lakemeyer, Wil M. P. van der Aalst

Objects in OCEL can have attributes that are useful in predicting the next event and timestamp, such as a priority class attribute for an object type package indicating slower or faster processing.

Attribute Object

Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP)

no code implementations27 Jul 2021 Wil van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan van Zelst

In the DFG-funded Cluster of Excellence "Internet of Production" (IoP), process mining is used to create "digital shadows" to improve a wide variety of operational processes.

Friction

Process Comparison Using Object-Centric Process Cubes

no code implementations12 Mar 2021 Anahita Farhang Ghahfarokhi, Alessandro Berti, Wil M. P. van der Aalst

Process comparison is a branch of process mining that isolates different behaviors of the process from each other by using process cubes.

Object

Cannot find the paper you are looking for? You can Submit a new open access paper.