The Vadalog system: Datalog-based reasoning for knowledge graphs
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 …
community as well as in industry. In this context, it has been recognized that to handle the …
A study on big knowledge and its engineering issues
After entering the big data era, a new term ofbig knowledge'has been coined to deal with
challenges in mining a mass of knowledge from big data. While researchers used to explore …
challenges in mining a mass of knowledge from big data. While researchers used to explore …
What is a multi-modal knowledge graph: a survey
With the explosive growth of multi-modal information on the Internet, the multi-modal
knowledge graph (MMKG) has become an important research topic in knowledge graphs to …
knowledge graph (MMKG) has become an important research topic in knowledge graphs to …
Context-aware service recommendation based on knowledge graph embedding
H Mezni, D Benslimane… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Over two decades, context awareness has been incorporated into recommender systems in
order to provide, not only the top-rated items to consumers but also the ones that are …
order to provide, not only the top-rated items to consumers but also the ones that are …
Vadalog: A modern architecture for automated reasoning with large knowledge graphs
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 …
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 …
the proliferation of smart AI-driven applications and to coordinate them within coherent …
Named entity disambiguation in short texts over knowledge graphs
The ever-growing usage of knowledge graphs (KGs) positions named entity disambiguation
(NED) at the heart of designing accurate KG-driven systems such as query answering …
(NED) at the heart of designing accurate KG-driven systems such as query answering …
Vadalog: Overview, extensions and business applications
T Baldazzi, L Bellomarini, M Gerschberger… - … Summer School 2022 …, 2023 - Springer
Abstract Knowledge graphs (KGs) have in recent years gained a large momentum both in
academic research and in business applications. They have become a bridge between …
academic research and in business applications. They have become a bridge between …
[PDF][PDF] Weaving Enterprise Knowledge Graphs: The Case of Company Ownership Graphs.
Motivated by our experience in building the Enterprise Knowledge Graph of Italian
companies for the Central Bank of Italy, in this paper we present an in-depth case analysis of …
companies for the Central Bank of Italy, in this paper we present an in-depth case analysis of …
Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice
Following the recent successful examples of large technology companies, many modern
enterprises seek to build Knowledge Graphs to provide a unified view of corporate …
enterprises seek to build Knowledge Graphs to provide a unified view of corporate …