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 …

Data quality: The role of empiricism

S Sadiq, T Dasu, XL Dong, J Freire, IF Ilyas… - ACM SIGMOD …, 2018 - dl.acm.org
We outline a call to action for promoting empiricism in data quality research. The action
points result from an analysis of the landscape of data quality research. The landscape …

Exploiting the power of equality-generating dependencies in ontological reasoning

L Bellomarini, D Benedetto, M Brandetti… - Proceedings of the …, 2022 - dl.acm.org
Equality-generating dependencies (EGDs) allow to fully exploit the power of existential
quantification in ontological reasoning settings modeled via Tuple-Generating …

A collective, probabilistic approach to schema mapping

A Kimmig, A Memory, L Getoor - 2017 IEEE 33rd …, 2017 - ieeexplore.ieee.org
We propose a probabilistic approach to the problem of schema mapping. Our approach is
declarative, scalable, and extensible. It builds upon recent results in both schema mapping …

On the relationship between shy and warded datalog+/-

T Baldazzi, L Bellomarini, M Favorito… - arXiv preprint arXiv …, 2022 - arxiv.org
Datalog^ E is the extension of Datalog with existential quantification. While its high
expressive power, underpinned by a simple syntax and the support for full recursion …

A collective, probabilistic approach to schema mapping using diverse noisy evidence

A Kimmig, A Memory, RJ Miller… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We propose a probabilistic approach to the problem of schema mapping. Our approach is
declarative, scalable, and extensible. It builds upon recent results in both schema mapping …

Ontological reasoning over shy and warded datalog+/–for streaming-based architectures

T Baldazzi, L Bellomarini, M Favorito… - … Symposium on Practical …, 2024 - Springer
Recent years witnessed a rising interest towards Datalog-based ontological reasoning
systems, both in academia and industry. These systems adopt languages, often shared …

Ontological Reasoning over Shy and Warded Datalog for Streaming-based Architectures (technical report)

T Baldazzi, L Bellomarini, M Favorito… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent years witnessed a rising interest towards Datalog-based ontological reasoning
systems, both in academia and industry. These systems adopt languages, often shared …

[PDF][PDF] On the Relationship between Shy and Warded Datalog+/-(short paper)

Datalog∃ is the extension of Datalog with existential quantification. While its high
expressive power, underpinned by a simple syntax and the support for full recursion …

SIGMOD Officers, Committees, and Awardees

S Record - SIGMOD record, 2012 - dl.acm.org
This issue starts with the Database Principles column presenting an article by ten Cate and
colleagues on algorithms for solving the fitting problem for conjunctive queries. The fitting …