41 citations · 59 across the 7 of their papers we have counts for
7 papers
Solving Decision Theory Problems with Probabilistic Answer Set Programming
Damiano Azzolini, Elena Bellodi, Rafael Kiesel +1
Solving a decision theory problem usually involves finding the actions, among a set of possible ones, which optimize the expected reward, possibly accounting for the uncertainty of…
Modeling opinion polarization on social media: application to Covid-19 vaccination hesitancy in Italy
Jonathan Franceschi, Lorenzo Pareschi, Elena Bellodi +2
The SARS-CoV-2 pandemic reminded us how vaccination can be a divisive topic on which the public conversation is permeated by misleading claims, and thoughts tend to polarize, espec…
Nonground Abductive Logic Programming with Probabilistic Integrity Constraints
Elena Bellodi, Marco Gavanelli, Riccardo Zese +2
Uncertain information is being taken into account in an increasing number of application fields. In the meantime, abduction has been proved a powerful tool for handling hypothetica…
A Framework for Reasoning on Probabilistic Description Logics
Giuseppe Cota, Riccardo Zese, Elena Bellodi +2
While there exist several reasoners for Description Logics, very few of them can cope with uncertainty. BUNDLE is an inference framework that can exploit several OWL (non-probabili…
MAP Inference for Probabilistic Logic Programming
Elena Bellodi, Marco Alberti, Fabrizio Riguzzi +1
In Probabilistic Logic Programming (PLP) the most commonly studied inference task is to compute the marginal probability of a query given a program. In this paper, we consider two…
Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach
Riccardo Zese, Giuseppe Cota, Evelina Lamma +2
When modeling real world domains we have to deal with information that is incomplete or that comes from sources with different trust levels. This motivates the need for managing un…