Details

Autor(en) / Beteiligte

• Gromann, Dagmar
• Luis Espinosa Anke
• Declerck, Thierry

Titel

Special issue on Semantic Deep Learning

Ist Teil von

• Semantic Web, 2019-01, Vol.10 (5), p.815

Ort / Verlag

Amsterdam: IOS Press BV

Erscheinungsjahr

2019

Link zum Volltext

Quelle

EZB Electronic Journals Library

Beschreibungen/Notizen

• 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. This editorial introduces the Semantic Web Journal special issue on Semantic Deep Learning, which brings together Semantic Web and deep learning research. After a general introduction to the topic and a brief overview of recent contributions, we continue to introduce the submissions published in this special issue.