Which Knowledge Graph Is Best for Me?
Not on the map. Why?
Abstract (arXiv)
In recent years, DBpedia, Freebase, OpenCyc, Wikidata, and YAGO have been published as noteworthy large, cross-domain, and freely available knowledge graphs. Although extensively in use, these knowledge graphs are hard to compare against each other in a given setting. Thus, it is a challenge for researchers and developers to pick the best knowledge graph for their individual needs. In our recent survey, we devised and applied data quality criteria to the above-mentioned knowledge graphs. Furthermore, we proposed a framework for finding the most suitable knowledge graph for a given setting. With this paper we intend to ease the access to our in-depth survey by presenting simplified rules that map individual data quality requirements to specific knowledge graphs. However, this paper does not intend to replace our previously introduced decision-support framework. For an informed decision on which KG is best for you we still refer to our in-depth survey.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Sep 2018.
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Citing papers per year: 2022: 3; 2023: 1; 2024: 2; 2025: 1.
7 papers.
- 2022An Automatic Ontology Generation Framework with An Organizational Perspectivecited by 6
- 2023KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Taskscited by 6
- 2022Structural Quality Metrics to Evaluate Knowledge Graphscited by 2
- 2024The X Types -- Mapping the Semantics of the Twitter Spherecited by 1
- 2025A systematic review of relation extraction task since the emergence of Transformerscited by 1
- 2022Knowledge Graph Quality Evaluation under Incomplete Informationcited by 0
- 2024Class Granularity: How richly does your knowledge graph represent the real world?cited by 0
- 2025A systematic review of relation extraction task since the emergence of Transformers5 Nov 2025
- 2024Class Granularity: How richly does your knowledge graph represent the real world?10 Nov 2024
- 2024The X Types -- Mapping the Semantics of the Twitter Sphere22 Sep 2024
- 2023KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks21 Aug 2023
- 2022Knowledge Graph Quality Evaluation under Incomplete Information2 Dec 2022
- 2022Structural Quality Metrics to Evaluate Knowledge Graphs18 Nov 2022
- 2022An Automatic Ontology Generation Framework with An Organizational Perspective15 Jan 2022