Program

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