Comparative Analysis of Logic Reasoning and Graph Neural Networks for Ontology-Mediated Query Answering With a Covering Axiom

The problem of query answering over incomplete attributed graph data is a challenging field of database management systems and artificial intelligence. When there are rules on data structure expressed in the form of the ontology, the theoretical complexity of finding exact solution satisfying ontolo...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Olga Gerasimova, Nikita Severin, Ilya Makarov
Format: Artikel
Sprache:English
Veröffentlicht: IEEE 2023-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Online Zugang:https://ieeexplore.ieee.org/document/10216983/