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 (Washington State University)
- 2. Morteza Alipourlangouri (McMaster University)
- 3. Yinghui Wu (Pacific Northwest National Laboratory; Washington State University)
- 4. Fei Chiang (McMaster University)
- 5. Jiaxing Pi (Siemens)
BibTeX Citation
@article{ma_vldb19,
title = {{Ontology-based Entity Matching in Attributed Graphs}},
author = {Ma, Hanchao and Alipourlangouri, Morteza and Wu, Yinghui and Chiang, Fei and Pi, Jiaxing},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {10},
pages = {1195--1207},
doi = {10.14778/3339490.3339501},
url = {https://doi.org/10.14778/3339490.3339501},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,679 | Entity Resolution with Hierarchical Graph Attention Networks | 2022 | SIGMOD | 6.471666e-05 |
| 5,673 | Subgraph Matching over Graph Federation | 2022 | VLDB | 6.0404425e-05 |
| 11,967 | Temporal Dependencies for Graphs | 2021 | SIGMOD | 4.9769913e-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 |
|---|---|---|---|---|
| 1,710 | A Normal Form for XML Documents | 2002 | PODS | 9.815332e-05 |
| 2,365 | Dependencies for Graphs | 2017 | PODS | 8.5625389e-05 |
| 2,394 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.529467e-05 |
| 3,027 | Functional Dependencies for Graphs | 2016 | SIGMOD | 7.7351194e-05 |
| 3,240 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4979039e-05 |
| 3,317 | Keys for Graphs | 2015 | VLDB | 7.432944e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,150 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB |
| 2 | 659 | Efficient Subgraph Matching by Postponing Cartesian Products | 2016 | SIGMOD |
| 3 | 1,249 | Entity Matching: How Similar Is Similar | 2011 | VLDB |
| 4 | 12,160 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD |
| 5 | 4,148 | A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs | 2020 | VLDB |
| 6 | 8,335 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD |
| 7 | 6,235 | Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding | 2024 | VLDB |
| 8 | 7,019 | A Gauss Function Based Approach for Unbalanced Ontology Matching | 2009 | SIGMOD |
| 9 | 244 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB |
| 10 | 3,317 | Keys for Graphs | 2015 | VLDB |