Predictive Business Process Deviation Monitoring
This work proposes an outcome-oriented PBPM method for predictive deviation monitoring using conformance checking and deep learning to draw the most out of the two domains and shows that the method can predict business process deviations with high predictive quality, particularly for processes with fewer variants.
Modelling and Validation of Trading and Multi-Agent Systems : An Approach Based on Process Mining and Petri Nets ?
- Computer Science, Business
This research aims to use and develop conformance heuristics that can be aware on the data perspective of processes, and to take into account concurrent and non-isolated process instances whose execution may depend on each other.
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics
- Computer ScienceATAED@Petri Nets/ACSD
It is shown that the replay technique outperforms state-of-the-art techniques in terms of speed and/or diagnostics and provides more accurate diagnostics that avoid known problems and help to pinpoint compliance problems.
Improving Alignment Computation using Model-based Preprocessing
- Computer Science2019 International Conference on Process Mining (ICPM)
It is argued that precomputed rules may be leveraged to improve on the time needed to compute alignments and the results show that the proposed approach is faster than existing alignment approaches.
An Alignment-based Multi-Perspective Online Conformance Checking Technique
- Computer ScienceActa Polytechnica Hungarica
A multi-perspective online conformance checking technique is introduced, which aims to confront the modeled behaviors in form of a Data Petri net process model with a stream of events as the observed behaviors.
Conformance Checking: A Systemic View
- Business Process Management Workshops
Discovering architecture-aware and sound process models of multi-agent systems: a compositional approach
- Computer ScienceSoftware and Systems Modeling
Efficient memory utilization in conformance checking of process event streams
- Computer ScienceSAC
This work proposes a novel approach to reduce the memory consumption in prefix-alignment-based OCC techniques that ensures at the same time a minimal compromise in the conformance estimation quality.
Towards Retrograde Process Analysis in Running Legacy Applications (short paper)
- Computer ScienceZEUS
The need for dedicated event log generation approaches in this context is discussed, which would foster approaches such as process mining, data-based process documentation, and process-oriented software migration of legacy systems.
A Dashboard-based Approach for Monitoring Object-Aware Processes
- Computer ScienceZEUS
This paper introduces a dashboard with advanced monitoring functions for object-aware processes, where data drives process execution and is treated as first-class citizen.