Swift Logic for Big Data and Knowledge Graphs: Overview of Requirements, Language, and System

L Bellomarini, G Gottlob, A Pieris… - SOFSEM 2018: Theory and …, 2018 - Springer
Many modern companies wish to maintain knowledge in the form of a corporate knowledge
graph and to use and manage this knowledge via a knowledge graph management system …

Ontologies and data management: a brief survey

T Schneider, M Šimkus - KI-Künstliche Intelligenz, 2020 - Springer
Abstract Information systems have to deal with an increasing amount of data that is
heterogeneous, unstructured, or incomplete. In order to align and complete data, systems …

Taming the infinite chase: Query answering under expressive relational constraints

A Calì, G Gottlob, M Kifer - Journal of Artificial Intelligence Research, 2013 - jair.org
The chase algorithm is a fundamental tool for query evaluation and for testing query
containment under tuple-generating dependencies (TGDs) and equality-generating …

The Vadalog system: Datalog-based reasoning for knowledge graphs

L Bellomarini, G Gottlob, E Sallinger - arxiv preprint arxiv:1807.08709, 2018 - arxiv.org
Over the past years, there has been a resurgence of Datalog-based systems in the database
community as well as in industry. In this context, it has been recognized that to handle the …

Ontology-based data access: A study through disjunctive datalog, CSP, and MMSNP

M Bienvenu, BT Cate, C Lutz, F Wolter - ACM Transactions on Database …, 2014 - dl.acm.org
Ontology-based data access is concerned with querying incomplete data sources in the
presence of domain-specific knowledge provided by an ontology. A central notion in this …

Vadalog: A modern architecture for automated reasoning with large knowledge graphs

L Bellomarini, D Benedetto, G Gottlob, E Sallinger - Information Systems, 2022 - Elsevier
The introduction of novel Datalog+/-fragments with good theoretical properties, together with
the growing use of enterprise knowledge graphs motivated the development of Vadalog, a …

Knowledge graphs and enterprise AI: the promise of an enabling technology

L Bellomarini, D Fakhoury, G Gottlob… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
Adopting a mature AI strategy is fundamental for modern knowledge companies to govern
the proliferation of smart AI-driven applications and to coordinate them within coherent …

[PDF][PDF] Tractable approximations of consistent query answering for robust ontology-based data access

M Bienvenu, R Rosati - Twenty-Third International Joint Conference on …, 2013 - ijcai.org
A robust system for ontology-based data access should provide meaningful answers to
queries even when the data conflicts with the ontology. This can be accomplished by …

Query rewriting and optimization for ontological databases

G Gottlob, G Orsi, A Pieris - ACM Transactions on Database Systems …, 2014 - dl.acm.org
Ontological queries are evaluated against a knowledge base consisting of an extensional
database and an ontology (ie, a set of logical assertions and constraints that derive new …

[HTML][HTML] The price of query rewriting in ontology-based data access

G Gottlob, S Kikot, R Kontchakov, V Podolskii… - Artificial Intelligence, 2014 - Elsevier
We give a solution to the succinctness problem for the size of first-order rewritings of
conjunctive queries in ontology-based data access with ontology languages such as OWL 2 …