Talks and Poster Presentations (with Proceedings-Entry):
G. Gottlob, E. Sallinger, A. Pieris:
"Vadalog: Recent Advances and Applications";
Talk: JELIA 2019 - 16th Edition of the European Conference on Logics in Artificial Intelligence,
Rende, Kalabrien, Italien;
2019-05-07
- 2019-05-11; in: "Logics in Artificial Intelligence - 16th European Conference, {JELIA} 2019",
Springer,
11468
(2019),
ISBN: 978-3-030-19569-4;
21
- 37.
English abstract:
Vadalog is a logic-based reasoning language for modern AI
applications, in particular for knowledge graph systems. In this paper, we present recent advances and applications, with a focus on the Vadalog language itself. We first give an easy-to-access self-contained introduction to Warded Datalog+/−, the logical core of Vadalog. We then discuss some recent advances: Datalog rewritability ofWarded Datalog+/−, and the piece-wise linear fragment of Warded Datalog+/− that achieves space efficiency. We then proceed with some recent practical applications of the Vadalog language: detection of close links in financial knowledge graphs, as well as the detection of family-owned businesses.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.1007/978-3-030-19570-0
Created from the Publication Database of the Vienna University of Technology.