Knowledge Graph Lab

The Knowledge Graph Lab at TU Wien launched on 1 June 2020. It is funded by WWTF as a "Vienna Research Group". We present here a selection of ongoing projects and recent news. If you are interested in topics around Knowledge Graphs, whether as a researcher, BSc, MSc or PhD student looking for a thesis, or simply interested in the topic, feel free to contact us.

COVID-19 and Economic Knowledge Graphs

Artificial Intelligence for Curbing the Economic Impact

With rapidly rising unemployment rates, it has become clear that the economic effect of COVID-19 has impacted many people's lives. Yet the economic problems of one company do not only have an effect on its own employees and shareholders, we know that companies form a complex network defined by a variety of relationships, among them ownership and control. Do these intricate relationships of companies lead to resilience, that is the power to resist crises like we are observing right now, or do they actually lead to increased risk?

Italy

Declarative AI 2020

Three Papers and Best Presentation Award

Springer Book

Three of our papers were accepted at the International Joint Conference on Rules and Reasoning (RuleML+RR), part of Declarative AI 2020. They are on Knowledge Graphs for Anti-Money Laundering, COVID-19 and Uncertain Knowledge. We are happy to have received the best presentation award for Reasoning under Uncertainty in Datalog+/- Knowledge Graphs.

Knowledge Graphs and Big Data Processing

New Open Access Springer Book Released

We are happy to announce that our new open access book on Knowledge Graphs and Big Data Processing has been published. The goal of this book is to introduce some of the definitions, methods, tools, frameworks, and solutions for Knowledge Graphs and big data processing, starting from the process of information extraction and knowledge representation, via knowledge processing and analytics to visualization, sense-making, and practical applications. The book is released in collaboration with the EU H2020 LAMBDA initiative, including Fraunhofer IAIS, the University of Bonn, Institute Mihajlo Pupin, and the University of Oxford. It is available as an open access Springer LNCS publication.

Springer Book

About the Knowledge Graph Lab at TU Wien

The Knowledge Graph Lab at TU Wien is part of the Database and Artificial Intelligence (DBAI) group at the Institute of Logic and Computation of the Faculty of Informatics. It is funded by the Vienna Science and Technology Fund (WWTF) under the Vienna Research Group scheme - "Vienna Research Group on Scalable Reasoning in Knowledge Graphs" (VRG18-013).

TU Informatics
DBAI
WWTF
DeepReason.ai

We would like to thank DeepReason.ai, a spin-out of the University of Oxford, for the joint development of the Vadalog Knowledge Graph Management System and the collaboration.

Contact

For inquiries please contact Dr. Emanuel Sallinger, head of the Knowledge Graph Lab at TU Wien, at <sallinger@dbai.tuwien.ac.at>.