Ontology-based Entity Matching in Attributed Graphs
Summary: Proposes Ontological Graph Keys (OGKs): ontology-guided matching extends graph keys to semantically align label-diff entities. Shows NP-complete for implication/validation; offers minimal-cover and budgeted Chase-based matching on real graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hanchao Ma
- 2. Morteza Alipourlangouri
- 3. Yinghui Wu
- 4. Fei Chiang
- 5. Jiaxing Pi
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,837 | Entity Resolution with Hierarchical Graph Attention Networks | 2022 | SIGMOD | 5.8835638e-05 |
| 6,086 | Subgraph Matching over Graph Federation | 2022 | VLDB | 5.2157921e-05 |
| 11,459 | Temporal Dependencies for Graphs | 2021 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,820 | A Normal Form for XML Documents | 2002 | PODS | 0.00010410152 |
| 2,422 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.8452901e-05 |
| 2,517 | Dependencies for Graphs | 2017 | PODS | 8.6058545e-05 |
| 2,728 | Keys for Graphs | 2015 | VLDB | 8.2228869e-05 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367336e-05 |
| 3,478 | Functional Dependencies for Graphs | 2016 | SIGMOD | 7.0554625e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,563 | Approximate Pattern Matching in Massive Graphs with Precision and Recall Guarantees | 2020 | SIGMOD | 4.1905499e-05 |
| 1,125 | Efficient Subgraph Matching by Postponing Cartesian Products | 2016 | SIGMOD | 0.00013829006 |
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 11,664 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 4.1905499e-05 |
| 3,917 | A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs | 2020 | VLDB | 6.6268463e-05 |
| 8,503 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD | 4.4916115e-05 |
| 6,436 | Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding | 2024 | VLDB | 5.0554554e-05 |
| 6,677 | A Gauss Function Based Approach for Unbalanced Ontology Matching | 2009 | SIGMOD | 4.9615274e-05 |
| 318 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027850417 |
| 2,728 | Keys for Graphs | 2015 | VLDB | 8.2228869e-05 |