Program

09:00 - 09:20 Welcome

09:20 - 10:30 Keynote

Explainable Artificial Intelligence for Predictive Business Process Management: Predict, Explain, Act

Prof. Dr. Peter Fettke and Dr. Nijat Mehdiyev

Session 1: AI for Business Process Modeling

10:30 - 11:00 On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling (pdf)

Diana Sola, Christian Meilicke, Han van der Aa and Heiner Stuckenschmidt

11:00 - 11:30 *** Break ***

Session 2: AI for Business Process Monitoring

11:30 - 12:00 Creating Unbiased Public Benchmark Datasets with Data Leakage Prevention for Predictive Process Monitoring (pdf)

Hans Weytjens and Jochen De Weerdt

12:00 - 12:30 Exploring Gated Graph Sequence Neural Networks for Predicting Next Process Activities (pdf)

Sven Weinzierl

12:30 - 13:00 ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks (pdf)

Maximilian Hoffmann, Lukas Malburg and Ralph Bergmann