RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets
Summary: Introduces pertinent conditional inclusion dependencies (cinds) and RDFind, a scalable distributed system for discovering them in RDF data. Lazy pruning and aggressive parallelization drastically shrink the search space, delivering up to 419x speedup and enabling billions-of-triples RDF graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,977 | UGuide – User-Guided Discovery of FD-Detectable Errors | 2017 | SIGMOD | 6.5670094e-05 |
| 8,282 | Knowledge Graph Exploration Systems: are we lost? | 2022 | CIDR | 4.5392079e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076114894 |
| 224 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00032743209 |
| 560 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.0002012328 |
| 869 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00015734541 |
| 1,405 | Extending Dependencies with Conditions | 2007 | VLDB | 0.00012174499 |
| 1,661 | On Multi-Column Foreign Key Discovery | 2010 | VLDB | 0.00010967185 |
| 1,963 | Building an Efficient RDF Store Over a Relational Database | 2013 | SIGMOD | 9.9431532e-05 |
| 4,786 | Divide & Conquer-based Inclusion Dependency Discovery | 2015 | VLDB | 5.9185547e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,261 | H2 RDF+: An Efficient Data Management System for Big RDF Graphs | 2014 | SIGMOD | 4.7811974e-05 |
| 6,396 | Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning | 2013 | VLDB | 5.0752439e-05 |
| 1,676 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.000109374 |
| 11,706 | Efficient Exploration of Linked Data | 2018 | SIGMOD | 4.1905499e-05 |
| 9,179 | Efficient Exploration of Interesting Aggregates in RDF Graphs | 2021 | SIGMOD | 4.3793465e-05 |
| 869 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00015734541 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |
| 10,549 | Discovering Approximate Inclusion Dependencies | 2025 | VLDB | 4.1905499e-05 |
| 2,407 | Scalable Join Processing on Very Large RDF Graphs | 2009 | SIGMOD | 8.8702781e-05 |
| 4,786 | Divide & Conquer-based Inclusion Dependency Discovery | 2015 | VLDB | 5.9185547e-05 |