Efficient Knowledge Graph Accuracy Evaluation
Summary: Efficient KG accuracy evaluation: statistical guarantees; cluster sampling reduces annotation costs. Weighted, two-stage, and stratified sampling enable incremental evaluation on evolving KGs (reservoir variant), yielding 60–80% cost reduction with preserved accuracy. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Junyang Gao
- 2. Xian Li
- 3. Yifan Ethan Xu
- 4. Bunyamin Sisman
- 5. Xin Luna Dong
- 6. Jun Yang
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,486 | Credible Intervals for Knowledge Graph Accuracy Estimation | 2025 | SIGMOD | 4.1905499e-05 |
| 10,994 | Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability | 2024 | SIGMOD | 4.1905499e-05 |
| 11,032 | Efficient and Reliable Estimation of Knowledge Graph Accuracy | 2024 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010813443 |
| 1,629 | Data Cleaning: Overview and Emerging Challenges | 2016 | SIGMOD | 0.00011073148 |
| 2,177 | A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data | 2014 | SIGMOD | 9.371335e-05 |
| 5,900 | In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling | 2017 | VLDB | 5.2797112e-05 |
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