3 citations · 9 across the 5 of their papers we have counts for
5 papers
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…
Enriching a Fashion Knowledge Graph from Product Textual Descriptions
João Barroca, Abhishek Shivkumar, Beatriz Quintino Ferreira +2
Knowledge Graphs offer a very useful and powerful structure for representing information, consequently, they have been adopted as the backbone for many applications in e-commerce s…
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…
Containment for Conditional Tree Patterns
Alessandro Facchini, Yoichi Hirai, Maarten Marx +1
A Conditional Tree Pattern (CTP) expands an XML tree pattern with labels attached to the descendant edges. These labels can be XML element names or Boolean CTPs. The meaning of a d…
High-Level Why-Not Explanations using Ontologies
Balder ten Cate, Cristina Civili, Evgeny Sherkhonov +1
We propose a novel foundational framework for why-not explanations, that is, explanations for why a tuple is missing from a query result. Our why-not explanations leverage concepts…