Tutorial at FLAIRS-33
May 17th, 2020
The 33rd International FLAIRS Conference
May 17-20th, 2020, North Miami Beach, Florida, USA
Tanya Braun is a research associate at University of Lübeck
Marcel Gehrke is a research associate at University of Lübeck
Gabriele Kern-Isberner is a professor for Information Engineering at TU Dortmund University
Marco Wilhelm is a research assistant at TU Dortmund University
In recent years, a need for efficient inference algorithms on compact representations
of large relational databases became apparent, e.g., for machine learning or decision making.
This need has lead to advances in probabilistic relational modelling for artificial intelligence,
also known as statistical relational AI (StaRAI).
This tutorial provides a detailed introduction into semantics and exact inference in StaRAI.