Special Issue on Semantic Deep Learning

Dagmar Gromann, Luis Espinosa Anke, Thierry Declerck

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


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.


Weitere Links

swj2270.pdf (pdf, 114 KB)

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence