10:00 - 10:15 Welcome
10:15 - 11:30 Keynote
Artificial Intelligence Meets Business Process Management: Challenges, Opportunities, and Applications
Dr. Artem Polyvyanyy
11:30 - 11:50 *** Break ***
Session 1: Predictive and Causal Analysis in BPM
11:50 - 12:10 XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP (pdf)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner and Jörg Becker
12:10 - 12:30 Unsupervised Contextual State Representation for Improved Business Process Models (pdf)
Prerna Agarwal, Daivik Swarup, Sushruth Prasannakumar, Sampath Dechu and Monika Gupta
12:30 - 12:50 Root Cause Analysis in Process Mining Using Structural Equation Models (pdf)
Mahnaz Sadat Qafari and Wil van der Aalst
12:50 - 13:45 *** Lunch ***
Session 2: AI for Process Optimization and Management
13:45 - 14:05 On the Complexity of Resource Controllability in Business Process Management (pdf)
Matteo Zavatteri, Romeo Rizzi and Tiziano Villa
14:05 - 14:25 D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning (pdf)
Tathagata Chakraborti, Shubham Agarwal, Yasaman Khazaeni, Yara Rizk and Vatche Ishakian
14:25 - 14:45 Conceptualizing a Capability-Based View of Artificial Intelligence Adoption in a BPM Context (pdf)
Aleš Zebec and Mojca Indihar Štemberger
14:45 - 15:15 *** Break ***
Session 3: Process Mining Using AI
15:15 - 15:35 A General Framework for Action-Oriented Process Mining (pdf)
Gyunam Park and Wil M. P. van der Aalst
15:35 - 15:55 Analyzing Comments in Ticket Resolution to Capture Underlying Process Interactions (pdf)
Monika Gupta, Prerna Agarwal, Tarun Tater, Sampath Dechu and Alexander Serebrenik
15:55 - 16:15 Automated Business Process Discovery from Unstructured Natural-Language Documents (pdf)
Alexander J. Chambers, Amy M. Stringfellow, Ben B. Luo, Sophie J. Underwood, Tony G. Allard, Ian A. Johnston, Sarah Brockman, Leslie Shing, Allan Wollaber and Courtland Vandam
16:15 - 16:30 Closing