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

L Bellomarini, D Fakhoury, G Gottlob… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
knowledge workflows. We propose knowledge graphs as the reference technology for the
enterprise AI context, ie, the complex of entities, properties and relationships that shape a …

Exploiting knowledge graphs in industrial products and services: a survey of key aspects, challenges, and future perspectives

X Li, M Lyu, Z Wang, CH Chen, P Zheng - Computers in Industry, 2021 - Elsevier
… and services, where massive heterogeneous data and multidisciplinary knowledge are
generated and leveraged. In this context, Knowledge Graph (KG) emerges as a promising tool to …

[图书][B] Knowledge graphs

D Fensel, U Simsek, K Angele, E Huaman, E Kärle… - 2020 - Springer
Many open Knowledge Graphs are sourced from Wikipedia since it contains a very large
factual knowledge spread over multipleVarious Knowledge Graphs have been developed by …

[HTML][HTML] Knowledge graphs as tools for explainable machine learning: A survey

I Tiddi, S Schlobach - Artificial Intelligence, 2022 - Elsevier
… in the analytical toolkit shown in Table 2. In the next sections, we will use this toolkit to first
analyse … to improve on the integration of knowledge graphs in Explainable Machine Learning. …

Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice

L Bellomarini, RR Fayzrakhmanov, G Gottlob… - Future Generation …, 2022 - Elsevier
… Management System Vadalog, which delivers highly expressive and efficient logical reasoning
and provides seamless integration with modern data science toolkits such as the Jupyter …

[图书][B] Knowledge management tools and techniques

M Rao - 2012 - api.taylorfrancis.com
multiple sectors and countries around the world, this book shows how ICTs can profoundly
strengthen knowledge … Workshops are held on topics like KM toolkits, with the message “If we …

FoodKG: a semantics-driven knowledge graph for food recommendation

S Haussmann, O Seneviratne, Y Chen… - The Semantic Web …, 2019 - Springer
toolkit that can be used to create a unified food knowledge graph that links the various silos
… In order to evaluate the knowledge graph, we establish several competency questions that …

Building event-centric knowledge graphs from news

M Rospocher, M Van Erp, P Vossen, A Fokkens… - Journal of Web …, 2016 - Elsevier
… and an open source toolkit to automatically build such Event-Centric Knowledge Graphs (ECKGs) …
We define an Event-Centric Knowledge Graph as a Knowledge Graph in which all …

[PDF][PDF] Rule-based Blockchain Knowledge Graphs: Declarative AI for Solving Industrial Blockchain Challenges.

L Bellomarini, G Galano, M Nissl… - RuleML+ RR (Supplement …, 2021 - ceur-ws.org
… Yet, several blockchain toolkits have been introduced that explore … and Knowledge Graphs,
which goes beyond the graph-like structure. We show that reasoning in Knowledge Graphs

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

L Bellomarini, D Benedetto, G Gottlob, E Sallinger - Information Systems, 2022 - Elsevier
use of enterprise knowledge graphs motivated the development of Vadalog, a knowledge
graph … It adopts Warded Datalog +/- as the core of its language for knowledge representation …