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Swift Logic for Big Data and Knowledge Graphs

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Speaker: Georg Gottlob, University of Oxford

  • Upcoming events
When Jun 27, 2018
from 04:00 PM to 05:00 PM
Where Lecture Theatre 4, Appleton Tower
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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, and give examples of applications where machine learning and logical
reasoning complement each other.

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