1 code implementation • 7 Sep 2023 • Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo
In some data-sensitive fields such as education or medicine, access to public datasets is even more limited.
1 code implementation • 6 Jun 2023 • Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
These models learn a vector representation of knowledge graph entities and relations, a. k. a.
2 code implementations • 1 Mar 2023 • Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
In an extensive and controlled experimental setting, we show that the proposed loss functions systematically provide satisfying results on three public benchmark KGs underpinned with different schemas, which demonstrates both the generality and superiority of our proposed approach.
2 code implementations • 13 Jan 2023 • Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Traditionally, the performance of KGEMs for link prediction is assessed using rank-based metrics, which evaluate their ability to give high scores to ground-truth entities.
no code implementations • 18 Sep 2020 • Felipe Sanchez, Davy Monticolo, Eric Bonjour, Jean-Pierre Micaëlli
The project management field has the imperative to increase the project probability of success.
no code implementations • 11 Sep 2020 • Pedro Barrios, Davy Monticolo, Sahbi Sidhom
This article is about an intelligent system to support ideas management as a result of a multi-agent system used in a distributed system with heterogeneous information as ideas and knowledge, after the results about an ontology to describe the meaning of these ideas.