Search Results for author: Theis E. Jendal

Found 2 papers, 1 papers with code

Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions

no code implementations9 Sep 2022 Theis E. Jendal, Matteo Lissandrini, Peter Dolog, Katja Hose

In this work, we propose SimpleRec, a strong baseline that uses a graph neural network and a KG to provide better recommendations than related inductive methods for new users and items.

Dimensionality Reduction Knowledge Graphs +1

MindReader: Recommendation over Knowledge Graph Entities with Explicit User Ratings

1 code implementation8 Jun 2021 Anders H. Brams, Anders L. Jakobsen, Theis E. Jendal, Matteo Lissandrini, Peter Dolog, Katja Hose

As a demonstration of the importance of this new dataset, we present a comparative study of the effect of the inclusion of ratings on non-item KG entities in a variety of state-of-the-art recommendation models.

Knowledge Graphs Recommendation Systems

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