SEMINARIO DI INFORMATICA - Data Science
a.a. 2018/19
Docenti: Agostino Dovier, Fabrizio Riguzzi, Elena Bellodi, Nicola Prezza
Durata: 20 ore
Programma: Il corso è mutuato dal corrispondente corso di Dottorato.
The course will concentrate on Probabilistic Logic Programming, and on Probabilistic Description Logics that are receiving an increasing attention for their ability to combine powerful knowledge representation and probabilistic reasoning.
The course will introduce probabilistic logic programming and probabilistic description logics, and it will overview the main systems for inference and learning. For inference, both exact and approximate methods will be presented. For learning, the course will illustrate parameter and structure learning.