8 citations · 9 across the 5 of their papers we have counts for
7 papers
Ontological Reasoning over Shy and Warded Datalog for Streaming-based Architectures (technical report)
Teodoro Baldazzi, Luigi Bellomarini, Marco Favorito +1
Recent years witnessed a rising interest towards Datalog-based ontological reasoning systems, both in academia and industry. These systems adopt languages, often shared under the c…
Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs
Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger +1
We provide a framework for probabilistic reasoning in Vadalog-based Knowledge Graphs (KGs), satisfying the requirements of ontological reasoning: full recursion, powerful existenti…
Harmless but Useful: Beyond Separable Equality Constraints in Datalog+/-
Luigi Bellomarini, Emanuel Sallinger
Ontological query answering is the problem of answering queries in the presence of schema constraints representing the domain of interest. Datalog+/- is a common family of language…
iWarded: A System for Benchmarking Datalog+/- Reasoning (technical report)
Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger +1
Recent years have seen increasing popularity of logic-based reasoning systems, with research and industrial interest as well as many flourishing applications in the area of Knowled…
COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning
Luigi Bellomarini, Marco Benedetti, Andrea Gentili +4
In the COVID-19 outbreak, governments have applied progressive restrictions to production activities, permitting only those that are considered strategic or that provide essential…
Data Science with Vadalog: Bridging Machine Learning and Reasoning
Luigi Bellomarini, Ruslan R. Fayzrakhmanov, Georg Gottlob +7
Following the recent successful examples of large technology companies, many modern enterprises seek to build knowledge graphs to provide a unified view of corporate knowledge and…