Braun is a research associate at Universität zu
Kristian Kersting is a professor for Machine Learning at Darmstadt University, and
Ralf Möller is a professor for Information Systems at Universität zu Lübeck
Probabilistic relational modeling for artificial intelligence (also called statistical relational AI) has attracted the interest of a huge number of researchers in the last ten years. Assuming a background in probability theory as well as in basics about Bayesian or Markovian networks, we introduce specific probabilistic relational representation languages, exact inference algorithms, and learning techniques. Using a tele-healthcare application example we demonstrate achievements and challenges.