Extending Dependencies with Conditions

Summary: Introduces conditional inclusion dependencies (CINDs), extending INDs with bindings over semantically related values for data cleaning and contextual schema matching. CINDs are always consistent and finitely axiomatizable; implication is PSPACE/EXPTIME-complete, while combining CINDs with CFDs is undecidable. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h419b7cc3b7a88696
Venue: VLDB
Year: 2007
Pagerank: 0.00011156154
Overall Rank: 1,291 | 91.33%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Loreto Bravo (University of Edinburgh)
2. Wenfei Fan (Bell Labs; University of Edinburgh)
3. Shuai Ma (University of Edinburgh)

BibTeX Citation

@article{bravo_vldb07,
        title = {{Extending Dependencies with Conditions}},
        author = {Bravo, Loreto and Fan, Wenfei and Ma, Shuai},
        journal = {PVLDB},
        series = {{VLDB} '07},
        pages = {243--254},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
500	Dependencies Revisited for Improving Data Quality	2008	PODS	0.00017280722
649	Discovering Data Quality Rules	2008	VLDB	0.00015149865
716	Guided Data Repair	2011	VLDB	0.00014553463
989	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.0001265344
1,031	On Generating Near-Optimal Tableaux for Conditional Functional Dependencies	2008	VLDB	0.00012405065
1,887	Sequential Dependencies	2009	VLDB	9.4321643e-05
2,051	Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms	2016	VLDB	9.1199511e-05
2,403	A Revival of Integrity Constraints for Data Cleaning	2008	VLDB	8.5187113e-05
2,904	Estimating the Confidence of Conditional Functional Dependencies	2009	SIGMOD	7.8801067e-05
2,964	Towards Dependable Data Repairing with Fixing Rules	2014	SIGMOD	7.8052551e-05
3,418	Data Profiling – A Tutorial	2017	SIGMOD	7.3210362e-05
4,226	Scalable Discovery of Unique Column Combinations	2014	VLDB	6.7183259e-05
4,280	Core Schema Mappings	2009	SIGMOD	6.6898592e-05
4,723	Data Auditor: Exploring Data Quality and Semantics using Pattern Tableaux	2010	VLDB	6.4528647e-05
5,643	Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks	2023	VLDB	6.0538129e-05
5,740	Relative Information Completeness	2009	PODS	6.011429e-05
6,761	Propagating Functional Dependencies with Conditions	2008	VLDB	5.68869e-05
9,120	Discovering Similarity Inclusion Dependencies	2023	SIGMOD	5.2259037e-05
9,424	Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis	2019	VLDB	5.1792137e-05
9,518	RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets	2016	SIGMOD	5.1682969e-05
10,058	Discovering Approximate Inclusion Dependencies	2025	VLDB	5.0875952e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
136	Testing Containment of Conjunctive Queries Under Functional and Inclusion Dependencies (Extended Abstract)	1982	PODS	0.00029740459
159	Inclusion dependencies and their interaction with functional dependencies (Extended abstract)	1982	PODS	0.00027958527
188	A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification	2005	SIGMOD	0.00025872962
480	Clio Grows Up: From Research Prototype to Industrial Tool	2005	SIGMOD	0.00017608007
517	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00016948466
2,647	Chasing Constrained Tuple-Generating Dependencies	1996	PODS	8.1764914e-05
6,312	Putting Context into Schema Matching	2006	VLDB	5.8171904e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	13,549	A Theory Of Data Dependencies Over Relational Expressions	1982	PODS
2	209	Dependency Inference	1987	VLDB
3	2,647	Chasing Constrained Tuple-Generating Dependencies	1996	PODS
4	8,124	On the Properties of Extended Inclusion Dependencies	1986	VLDB
5	6,761	Propagating Functional Dependencies with Conditions	2008	VLDB
6	4,582	Reasoning about Nested Functional Dependencies	1999	PODS
7	4,753	On The Complexity And Axiomatizability Of Consistent Database States	1984	PODS
8	3,529	Inference Rules for Functional and Inclusion Dependencies	1983	PODS
9	2,098	Functional and Inclusion Dependencies: A Graph Theoretic Approach	1984	PODS
10	159	Inclusion dependencies and their interaction with functional dependencies (Extended abstract)	1982	PODS