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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
0.00041101118
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
101 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.0004955674
119 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.0004564788
257 Making Database Systems Usable 2007 SIGMOD 0.00030223397
299 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00028525071
469 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00022406923
487 Why Not? 2009 SIGMOD 0.00022050218
610 Goods: Organizing Google's Datasets 2016 SIGMOD 0.00019232674
652 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018634477
893 Data Integration: The Teenage Years 2006 VLDB 0.00015558352
1,221 A Web of Concepts 2009 PODS 0.00013219242
1,252 Principles of Dataspace Systems 2006 PODS 0.00013033186
1,268 The Dichotomy of Conjunctive Queries on Probabilistic Structures 2007 PODS 0.00012931993
1,277 The Data Civilizer System 2017 CIDR 0.00012879695
1,395 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 0.00012207039
1,586 Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions 2005 VLDB 0.00011250856
1,609 A Unified Approach to Ranking in Probabilistic Databases 2009 VLDB 0.00011150935
1,699 Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases 2011 SIGMOD 0.00010858983
1,705 U-DBMS: A Database System for Managing Constantly-Evolving Data 2005 VLDB 0.00010829958
1,923 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 0.00010080761
1,970 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.896375e-05
2,068 Orchestra: Facilitating Collaborative Data Sharing 2007 SIGMOD 9.6377415e-05
2,508 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6308132e-05
2,524 Provenance Management in Curated Databases 2006 SIGMOD 8.6017899e-05
2,832 Intensional Associations Between Data and Metadata 2007 SIGMOD 8.050082e-05
3,051 Partial Results in Database Systems 2014 SIGMOD 7.6512591e-05
3,081 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.6031501e-05
3,185 Top-k Queries on Uncertain Data: On Score Distribution and Typical Answers 2009 SIGMOD 7.4192604e-05
3,372 OLAP over Imprecise Data with Domain Constraints 2007 VLDB 7.1683982e-05
3,505 Consensus Answers for Queries over Probabilistic Databases 2009 PODS 7.0337815e-05
3,589 On the Complexity of Managing Probabilistic XML Data 2007 PODS 6.9427709e-05
4,163 Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS 2007 CIDR 6.3923196e-05
4,500 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.1381791e-05
5,209 Explaining Outputs in Modern Data Analytics 2016 VLDB 5.629362e-05
5,548 Foundations of Uncertain-Data Integration 2010 VLDB 5.4446854e-05
5,549 Query Processing over Incomplete Autonomous Databases 2007 VLDB 5.4428494e-05
5,674 Efficient Allocation Algorithms for OLAP over Imprecise Data 2006 VLDB 5.377195e-05
5,759 Indexing Correlated Probabilistic Databases 2009 SIGMOD 5.3392211e-05
5,823 Believe It or Not: Adding Belief Annotations to Databases 2009 VLDB 5.3129967e-05
5,977 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.2455909e-05
6,384 A Demonstration of DBWipes: Clean as You Query 2012 VLDB 5.0880333e-05
6,838 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9109732e-05
7,229 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 4.7950172e-05
7,549 SOLOMON: Seeking the Truth Via Copying Detection 2010 VLDB 4.7137426e-05
7,833 Dependency-Driven Analytics: a Compass for Uncharted Data Oceans 2017 CIDR 4.6382648e-05
8,086 Determining the Relative Accuracy of Attributes 2013 SIGMOD 4.5899469e-05
8,378 Probabilistic Management of OCR Data using an RDBMS 2012 VLDB 4.5320288e-05
8,504 Distributed Time-aware Provenance 2013 VLDB 4.496125e-05
8,729 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 4.4582221e-05
9,137 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 4.3881065e-05
9,382 Hephaestus: Data Reuse for Accelerating Scientific Discovery 2015 CIDR 4.3457368e-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 0.00082378685
74 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00057857292
112 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00047045036
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040637896
199 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00035041015
225 Generalizing Data to Provide Anonymity when Disclosing Information 1998 PODS 0.00032707646
355 Hippocratic Databases 2002 VLDB 0.00026087195
427 Automated Ranking of Database Query Results 2003 CIDR 0.0002352637
429 The Aqua Approximate Query Answering System 1999 SIGMOD 0.00023476494
449 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00022846068
467 Evaluating Probabilistic Queries over Imprecise Data 2003 SIGMOD 0.00022443768
561 An Annotation Management System for Relational Databases 2004 VLDB 0.00020115419
611 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00019231115
676 Archiving Scientific Data 2002 SIGMOD 0.00018281665
750 Adaptive Precision Setting for Cached Approximate Values 2001 SIGMOD 0.00017220819
1,568 A Polygen Model for Heterogeneous Database Systems: The Source Tagging Perspective 1990 VLDB 0.00011323734
1,697 A Probabilistic Framework for Vague Queries and Imprecise Information in Databases 1990 VLDB 0.00010873473
1,773 Offering a Precision-Performance Tradeoff for Aggregation Queries over Replicated Data 2000 VLDB 0.00010609478
2,155 An Implementation of Hypothetical Relations 1983 VLDB 9.4197523e-05
2,726 A Framework for Implementing Hypothetical Queries 1997 SIGMOD 8.2245669e-05
2,911 PREDATOR : An OR-DBMS with Enhanced Data Types 1997 SIGMOD 7.9180546e-05
4,203 An Extended Relational Database Model For Uncertain And Imprecise Information 1992 VLDB 6.3609314e-05
6,063 DLFM: A Transactional Resource Manager 2000 SIGMOD 5.2300228e-05
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