User-Centric Property Graph Repairs
Summary: Interactive, user-centric repairs for property graphs under denial constraints, with an inconsistency detector and a violation-tracking dependency graph. Assignment uses independent sets for coordinated repairs; results show ~30% repair gains over baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Amedeo Pachera (Centre National de la Recherche Scientifique; Claude Bernard Lyon 1 University)
- 2. Angela Bonifati (Centre National de la Recherche Scientifique; Claude Bernard Lyon 1 University; Institut Universitaire de France)
- 3. Andrea Mauri (Centre National de la Recherche Scientifique; Claude Bernard Lyon 1 University)
BibTeX Citation
@inproceedings{pachera_sigmod25,
title = {{User-Centric Property Graph Repairs}},
author = {Pachera, Amedeo and Bonifati, Angela and Mauri, Andrea},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3709735},
url = {https://dl.acm.org/doi/10.1145/3709735},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,385 | Budgeted Interactive Property Graph Repair with GNN | 2027 | SIGMOD | 4.9605343e-05 |
| 10,778 | Repairing Property Graphs under PG-Constraints | 2026 | VLDB | 4.9605343e-05 |
| 11,221 | Grafixer: Enabling User-Centric Repairs for Property Graphs | 2025 | SIGMOD | 4.9605343e-05 |
| 11,487 | Versatile Property Graph Transformations | 2025 | VLDB | 4.9605343e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 92 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00034613457 |
| 100 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00033951027 |
| 235 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00023701614 |
| 257 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00022914527 |
| 717 | Guided Data Repair | 2011 | VLDB | 0.00014531658 |
| 1,484 | PG-Schema: Schemas for Property Graphs | 2023 | SIGMOD | 0.00010498883 |
| 2,269 | Dependencies for Graphs | 2017 | PODS | 8.711418e-05 |
| 2,894 | Functional Dependencies for Graphs | 2016 | SIGMOD | 7.8870146e-05 |
| 3,432 | UGuide – User-Guided Discovery of FD-Detectable Errors | 2017 | SIGMOD | 7.288198e-05 |
| 5,501 | Semi-Supervised Data Cleaning with Raha and Baran | 2021 | CIDR | 6.0905697e-05 |
| 6,494 | OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport | 2024 | SIGMOD | 5.7499912e-05 |
| 8,784 | Exploratory Training: When Annotators Learn About Data | 2023 | SIGMOD | 5.2640635e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 10,791 | Structural Normalization of Property Graphs | 2026 | VLDB |
| 2 | 7,601 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD |
| 3 | 5,816 | Normalizing Property Graphs | 2023 | VLDB |
| 4 | 1,354 | Sampling the Repairs of Functional Dependency Violations under Hard Constraints | 2010 | VLDB |
| 5 | 5,796 | Consistent Query Answers in Inconsistent Probabilistic Databases | 2010 | SIGMOD |
| 6 | 8,217 | Counting and Enumerating (Preferred) Database Repairs | 2017 | PODS |
| 7 | 8,420 | Deducing Certain Fixes to Graphs | 2019 | VLDB |
| 8 | 10,778 | Repairing Property Graphs under PG-Constraints | 2026 | VLDB |
| 9 | 11,221 | Grafixer: Enabling User-Centric Repairs for Property Graphs | 2025 | SIGMOD |
| 10 | 10,385 | Budgeted Interactive Property Graph Repair with GNN | 2027 | SIGMOD |