CAFE: Knowledge graph completion using neighborhood-aware features

1 code implementation • Engineering Applications of Artificial Intelligence 2021 • Agustín Borrego, Daniel Ayala, Inma Hernández, Carlos R. Rivero, David Ruiz

Therefore, we conclude that the information present in the vicinities of the two entities within a candidate triple can be leveraged to determine whether that triple is missing from the KG or not.

LEAPME: Learning-based Property Matching with Embeddings

no code implementations • 5 Oct 2020 • Daniel Ayala, Inma Hernández, David Ruiz, Erhard Rahm

Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities from many sources.

BIG-bench Machine Learning Data Integration +3