DKGV: A Dynamic Knowledge Graph Visualization Method Based on Force-Directed Layout

The dynamic knowledge graph is a data structure that adds temporal information to the nodes and edges of a traditional knowledge graph. It describes the changing processes of entities and relationships over time, thereby enriching and updating the expression of knowledge. The dynamic knowledge graph possesses characteristics such as time and labels; it is not only a knowledge graph but also a type of dynamic graph containing heterogeneous information.

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Published
2024-12-01
DOI
https://doi.org/10.1145/3703619.3706032
Primary Topic
Data Visualization and Analytics
Type
article
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DKGV: A Dynamic Knowledge Graph Visualization Method Based on Force-Directed Layout

Sunjie Huang, Yang Chen, Yushan Zheng, Jinyan Liu et al.
Data Visualization and Analytics
article

DKGV: A Dynamic Knowledge Graph Visualization Method Based on Force-Directed Layout

Sunjie Huang, Yang Chen, Yushan Zheng, Jinyan Liu, Xiangyuan Chen, Jun Li, Hong Zhou
article en

Abstract

The dynamic knowledge graph is a data structure that adds temporal information to the nodes and edges of a traditional knowledge graph. It describes the changing processes of entities and relationships over time, thereby enriching and updating the expression of knowledge. The dynamic knowledge graph possesses characteristics such as time and labels; it is not only a knowledge graph but also a type of dynamic graph containing heterogeneous information.

Shenzhen University (CN), Shenzhen Academy of Inspection and Quarantine (CN)
Openalex Percentile: Top 74%
Data Visualization and Analytics
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