Publication

Special Issue on Semantic Deep Learning

Dagmar Gromann, Luis Espinosa Anke, Thierry Declerck

Semantic Web Journal, special issues on Semantic Deep Learning Pages 1-8 10 ISBN 2210-4968 IOS Press Amsterdam, The Netherlands 8/2019.

Abstract

Numerous success use cases involving deep learning have recently started to be propagated to the Semantic Web. Approaches range from utilizing structured knowledge in the training process of neural networks to enriching such architectures with ontological reasoning mechanisms. Bridging the neural-symbolic gap by joining deep learning and Semantic Web not only holds the potential of improving performance but also of opening up new avenues of research.

Projekte

Weitere Links

swj2270.pdf (pdf, 114 KB)

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz