4 papers
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Event prediction is the ability of anticipating future events, i.e., future real-world occurrences, and aims to support the user in deciding on actions that change future events to…
Synchronizing Process Model and Event Abstraction for Grounded Process Intelligence (Extended Version)
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Model abstraction (MA) and event abstraction (EA) are means to reduce complexity of (discovered) models and event data. Imagine a process intelligence project that aims to analyze…
Collaboration Miner: Discovering Collaboration Petri Nets (Extended Version)
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Most existing process discovery techniques aim to mine models of process orchestrations that represent behavior of cases within one business process. Collaboration process discover…
From Internet of Things Data to Business Processes: Challenges and a Framework
Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin +12
The IoT and Business Process Management (BPM) communities co-exist in many shared application domains, such as manufacturing and healthcare. The IoT community has a strong focus on…