Dependencies for Graphs

Summary: GEDs: graph-pattern + attribute-dependency rules unifying graph-FDs with constant literals (to catch inconsistencies) and id-literals to represent keys. Develop a confluent chase, settle satisfiability/implication/validation decision complexity (±constants/ids), give a sound-and-complete finite-implication axiom system, and analyze extensions with built-ins/disjunction. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 1725
Venue: PODS
Year: 2017
Pagerank: 8.7506505e-05
Overall Rank: 2,324 | 84.06%
DOI: 10.1145/3034786.3056114

Incoming Non-self Citations Over Time

Authors

1. Wenfei Fan (Beihang University; University of Edinburgh)
2. Ping Lu (Beihang University)

BibTeX Citation

@inproceedings{fan_pods17,
        address = {New York, NY, USA},
        series = {{PODS} '17},
        title = {{Dependencies for Graphs}},
        url = {https://dl.acm.org/doi/10.1145/3034786.3056114},
        doi = {10.1145/3034786.3056114},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Fan, Wenfei and Lu, Ping},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,861	PG-Keys: Keys for Property Graphs	2021	SIGMOD	8.0212883e-05
5,264	Implementation Strategies for Views over Property Graphs	2024	SIGMOD	6.2947526e-05
5,690	Normalizing Property Graphs	2023	VLDB	6.1205402e-05
7,083	Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs)	2019	VLDB	5.7075402e-05
7,099	Discovering Graph Functional Dependencies	2018	SIGMOD	5.7043774e-05
7,330	Discovering Association Rules from Big Graphs	2022	VLDB	5.6435171e-05
7,365	Extending Graph Patterns with Conditions	2020	SIGMOD	5.6329929e-05
8,095	Towards Event Prediction in Temporal Graphs	2022	VLDB	5.4877864e-05
8,113	Capturing Associations in Graphs	2020	VLDB	5.484341e-05
8,225	Deducing Certain Fixes to Graphs	2019	VLDB	5.4624971e-05
8,419	Ontology-based Entity Matching in Attributed Graphs	2019	VLDB	5.4282511e-05
9,119	Knowledge Translation	2020	VLDB	5.3196675e-05
9,554	Explaining GNN-based Recommendations in Logic	2025	VLDB	5.2528121e-05
9,627	Making It Tractable to Catch Duplicates and Conflicts in Graphs	2023	SIGMOD	5.2434488e-05
10,665	Entity/Relationship Graphs: Principled Design, Modeling, and Data Integrity Management of Graph Databases	2025	SIGMOD	5.093636e-05
10,681	User-Centric Property Graph Repairs	2025	SIGMOD	5.093636e-05
10,721	Grafixer: Enabling User-Centric Repairs for Property Graphs	2025	SIGMOD	5.093636e-05
10,763	Rule-Based Graph Cleaning with GPUs on a Single Machine	2025	SIGMOD	5.093636e-05
11,069	Versatile Property Graph Transformations	2025	VLDB	5.093636e-05
11,212	Capturing More Associations by Referencing External Graphs	2024	VLDB	5.093636e-05
11,227	Extending Graph Rules with Oracles	2024	VLDB	5.093636e-05
11,654	Temporal Dependencies for Graphs	2021	SIGMOD	5.093636e-05
11,910	Catching Numeric Inconsistencies in Graphs	2018	SIGMOD	5.093636e-05

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
33	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00049907763
1,541	Generalized Schema-Mappings: From Termination To Tractability	2009	PODS	0.00010427058
1,671	A Normal Form for XML Documents	2002	PODS	0.00010043595
2,515	On XML Integrity Constraints in the Presence of DTDs	2001	PODS	8.4811795e-05
2,973	Functional Dependencies for Graphs	2016	SIGMOD	7.9083516e-05
3,251	Keys for Graphs	2015	VLDB	7.5963955e-05
4,160	The Interaction between Functional Dependencies and Template Dependencies	1980	SIGMOD	6.8622758e-05
7,045	Exploiting Equality Generating Dependencies in Checking Chase Termination	2016	VLDB	5.7186824e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	203	Dependency Inference	1987	VLDB
2	8,817	Function Symbols in Tuple-Generating Dependencies: Expressive Power and Computability	2015	PODS
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4	3,291	The Implication And Finite Implication Problems For Typed Template Dependencies	1982	PODS
5	1,277	Extending Dependencies with Conditions	2007	VLDB
6	9,522	Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning	2022	VLDB
7	8,113	Capturing Associations in Graphs	2020	VLDB
8	7,099	Discovering Graph Functional Dependencies	2018	SIGMOD
9	2,047	Functional and Inclusion Dependencies: A Graph Theoretic Approach	1984	PODS
10	2,973	Functional Dependencies for Graphs	2016	SIGMOD