Talks and Poster Presentations (with Proceedings-Entry):

L. Bellomarini, G. Gottlob, A. Pieris, E. Sallinger:
"Swift Logic for Big Data and Knowledge Graphs";
Talk: 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia (invited); 2017-08-19 - 2017-08-25; in: "26th International Joint Conferences on Artificial Intelligence Organization", (2017), 2 - 10.

English abstract:
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 (KGMS). We formulate various requirements for a fully fledged KGMS. In particular, such a system must be capable of performing complex reasoning tasks but, at the same time, achieve efficient and scalable reasoning over Big Data with an acceptable computational complexity. Moreover, a KGMS needs interfaces to corporate databases, the web, and machine-learning and analytics packages. We present KRR formalisms and a system achieving these goals.


"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)

Related Projects:
Project Head Reinhard Pichler:
Effiziente, parametrisierte Algorithmen in Künstlicher Intelligenz und logischem Schließen

Project Head Reinhard Pichler:
Heterogene Information Integration

Created from the Publication Database of the Vienna University of Technology.