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Reverse Data Management

Summary: Reverse Data Management (RDM) shifts focus from forward dataflows to editing inputs to realize target outputs. The paper defines RDM, classifies into four categories, surveys existing instances, and proposes How-To Queries as a novel RDM variant. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10234
Venue
VLDB
Year
2011
Pagerank
7.3592173e-05
Overall Rank
3,218 | 77.62%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,371 Tiresias: The Database Oracle for How-To Queries 2012 SIGMOD 0.00012323502
2,733 The Case for Data Visualization Management Systems [Vision Paper] 2014 VLDB 8.2078862e-05
2,753 Complaint-driven Training Data Debugging for Query 2.0 2020 SIGMOD 8.1724339e-05
2,892 Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead 2017 CIDR 7.9480559e-05
2,982 FastQRE: Fast Query Reverse Engineering 2018 SIGMOD 7.7801984e-05
5,607 HYPER: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach 2022 SIGMOD 5.4137872e-05
5,826 Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals 2023 VLDB 5.3124507e-05
6,662 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 4.9704872e-05
7,022 A Unified Approach for Resilience and Causal Responsibility with Integer Linear Programming (ILP) and LP Relaxations 2023 SIGMOD 4.8576599e-05
8,138 Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints 2020 SIGMOD 4.5771031e-05
8,394 Hypothetical Reasoning via Provenance Abstraction 2019 SIGMOD 4.527807e-05
8,508 Minimally Factorizing the Provenance of Self-join Free Conjunctive Queries 2024 PODS 4.4952414e-05
8,721 Aggregated Deletion Propagation for Counting Conjunctive Query Answers 2021 VLDB 4.4608778e-05
9,179 Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries 2020 SIGMOD 4.3820222e-05
10,269 Database Views as Explanations for Relational Deep Learning 2026 VLDB 4.1945683e-05
10,631 Is Integer Linear Programming All You Need for Deletion Propagation? 2025 VLDB 4.1945683e-05
11,754 Constraint-based Explanation and Repair of Filter-based Transformations 2018 VLDB 4.1945683e-05
12,014 A Provenance Framework for Data-Dependent Process Analysis 2014 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
31 Provenance Semirings 2007 PODS 0.0007857786
49 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00067660624
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408
655 On Propagation of Deletions and Annotations Through Views 2002 PODS 0.00018608845
895 Updates Of Relational Views 1983 PODS 0.00015534879
934 Flexible Database Generators 2005 VLDB 0.00015227409
1,119 The Complexity of Causality and Responsibility for Query Answers and non-Answers 2011 VLDB 0.0001386199
1,461 Hypothetical Queries in an OLAP Environment 2000 VLDB 0.0001188499
1,483 Simple and Realistic Data Generation 2006 VLDB 0.00011720317
1,494 Inverting Schema Mappings 2006 PODS 0.00011693148
2,602 Tracing Data Errors with View-Conditioned Causality 2011 SIGMOD 8.4667197e-05
3,389 The Recovery of a Schema Mapping: Bringing Exchanged Data Back 2008 PODS 7.157044e-05
6,251 Database Updates Through Abduction 1990 VLDB 5.1377146e-05
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