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Pattern-based Visualization of Knowledge Graphs

2021/06/24 by Asprino, Luigi, Colonna, Christian, Mongiovì, Misael +2 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR)

paper · doi:10.48550/arxiv.2106.12857

Abstract

We present a novel approach to knowledge graph visualization based on ontology design patterns. This approach relies on OPLa (Ontology Pattern Language) annotations and on a catalogue of visual frames, which are associated with foundational ontology design patterns. We demonstrate that this approach significantly reduces the cognitive load required to users for visualizing and interpreting a knowledge graph and guides the user in exploring it through meaningful thematic paths provided by ontology patterns.

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