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Trio: A System for Integrated Management of Data, Accuracy, and Lineage

Summary: Introduces Trio, a DBMS that treats data, accuracy (uncertainty/probabilistic/fuzzy/incomplete) and lineage as first-class, integrated artifacts. Proposes a simple SQL-extension and prototype design to unify provenance and uncertainty management for practical applications. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
51
Venue
CIDR
Year
2005
Pagerank
0.00041085859
Overall Rank
149 | 98.97%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 63 citing papers.

Rank Citing Paper Year Venue Pagerank
103 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00049520051
118 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00045860394
257 Making Database Systems Usable 2007 SIGMOD 0.00030237174
300 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00028503742
468 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00022407392
487 Why Not? 2009 SIGMOD 0.00022030123
609 Goods: Organizing Google's Datasets 2016 SIGMOD 0.00019223217
653 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018616975
889 Data Integration: The Teenage Years 2006 VLDB 0.00015548507
1,221 A Web of Concepts 2009 PODS 0.00013213428
1,251 Principles of Dataspace Systems 2006 PODS 0.0001302453
1,269 The Dichotomy of Conjunctive Queries on Probabilistic Structures 2007 PODS 0.00012911894
1,274 The Data Civilizer System 2017 CIDR 0.00012869297
1,398 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 0.00012201166
1,568 Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions 2005 VLDB 0.0001131667
1,612 A Unified Approach to Ranking in Probabilistic Databases 2009 VLDB 0.00011142757
1,698 Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases 2011 SIGMOD 0.00010857033
1,702 U-DBMS: A Database System for Managing Constantly-Evolving Data 2005 VLDB 0.00010821682
1,926 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 0.00010071441
1,972 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.8937766e-05
2,073 Orchestra: Facilitating Collaborative Data Sharing 2007 SIGMOD 9.6287026e-05
2,510 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6241461e-05
2,529 Provenance Management in Curated Databases 2006 SIGMOD 8.5944731e-05
2,839 Intensional Associations Between Data and Metadata 2007 SIGMOD 8.0423129e-05
3,054 Partial Results in Database Systems 2014 SIGMOD 7.6478475e-05
3,084 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.5967738e-05
3,190 Top-k Queries on Uncertain Data: On Score Distribution and Typical Answers 2009 SIGMOD 7.413338e-05
3,375 OLAP over Imprecise Data with Domain Constraints 2007 VLDB 7.1627514e-05
3,509 Consensus Answers for Queries over Probabilistic Databases 2009 PODS 7.0283775e-05
3,592 On the Complexity of Managing Probabilistic XML Data 2007 PODS 6.9362111e-05
4,163 Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS 2007 CIDR 6.3861705e-05
4,501 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.1325842e-05
5,212 Explaining Outputs in Modern Data Analytics 2016 VLDB 5.6239563e-05
5,556 Foundations of Uncertain-Data Integration 2010 VLDB 5.4394558e-05
5,557 Query Processing over Incomplete Autonomous Databases 2007 VLDB 5.437603e-05
5,685 Efficient Allocation Algorithms for OLAP over Imprecise Data 2006 VLDB 5.37204e-05
5,767 Indexing Correlated Probabilistic Databases 2009 SIGMOD 5.3341473e-05
5,837 Believe It or Not: Adding Belief Annotations to Databases 2009 VLDB 5.3078955e-05
5,983 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.240797e-05
6,383 A Demonstration of DBWipes: Clean as You Query 2012 VLDB 5.0831604e-05
6,837 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9063121e-05
7,228 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 4.7903974e-05
7,547 SOLOMON: Seeking the Truth Via Copying Detection 2010 VLDB 4.7093124e-05
7,838 Dependency-Driven Analytics: a Compass for Uncharted Data Oceans 2017 CIDR 4.6338262e-05
8,088 Determining the Relative Accuracy of Attributes 2013 SIGMOD 4.5856065e-05
8,377 Probabilistic Management of OCR Data using an RDBMS 2012 VLDB 4.5277353e-05
8,501 Distributed Time-aware Provenance 2013 VLDB 4.4918817e-05
8,725 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 4.453957e-05
9,137 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 4.3843441e-05
9,388 Hephaestus: Data Reuse for Accelerating Scientific Discovery 2015 CIDR 4.3415719e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
26 The Design Of The Postgres Storage System 1987 VLDB 0.00082350905
74 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00057797415
112 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00047010908
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
198 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.0003505869
225 Generalizing Data to Provide Anonymity when Disclosing Information 1998 PODS 0.0003266103
357 Hippocratic Databases 2002 VLDB 0.00026062775
427 Automated Ranking of Database Query Results 2003 CIDR 0.0002350378
430 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00023406426
431 The Aqua Approximate Query Answering System 1999 SIGMOD 0.00023397171
463 Evaluating Probabilistic Queries over Imprecise Data 2003 SIGMOD 0.00022497894
561 An Annotation Management System for Relational Databases 2004 VLDB 0.00020099434
593 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.0001952223
676 Archiving Scientific Data 2002 SIGMOD 0.00018266498
745 Adaptive Precision Setting for Cached Approximate Values 2001 SIGMOD 0.00017215095
1,569 A Polygen Model for Heterogeneous Database Systems: The Source Tagging Perspective 1990 VLDB 0.00011313989
1,695 A Probabilistic Framework for Vague Queries and Imprecise Information in Databases 1990 VLDB 0.00010866183
1,771 Offering a Precision-Performance Tradeoff for Aggregation Queries over Replicated Data 2000 VLDB 0.00010606967
2,159 An Implementation of Hypothetical Relations 1983 VLDB 9.4077408e-05
2,730 A Framework for Implementing Hypothetical Queries 1997 SIGMOD 8.217357e-05
2,915 PREDATOR : An OR-DBMS with Enhanced Data Types 1997 SIGMOD 7.911752e-05
4,202 An Extended Relational Database Model For Uncertain And Imprecise Information 1992 VLDB 6.3566268e-05
6,064 DLFM: A Transactional Resource Manager 2000 SIGMOD 5.2258076e-05
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