Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges

The graph model is nowadays largely adopted to model a wide range of knowledge and data, spanning from social networks to knowledge graphs (KGs), representing a successful paradigm of how symbolic and transparent AI can scale on the World Wide Web. However, due to their unprecedented volume, they ar...

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Bibliographic Details
Published in:Transactions on Graph Data and Knowledge
Main Authors: d'Amato, Claudia, Mahon, Louis, Monnin, Pierre, Stamou, Giorgos
Format: Article
Language:English
Published: Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik 2023-12-01
Subjects:
Online Access:https://drops.dagstuhl.de/storage/08tgdk/tgdk-vol001/tgdk-vol001-issue001/TGDK.1.1.8/TGDK.1.1.8.pdf