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ULDBs: Databases with Uncertainty and Lineage

Summary: ULDBs extend relational databases with constructs for representing and manipulating uncertainty and lineage. They enable joint processing where lineage ties to input uncertainty, and define data- and lineage-minimality with subset-extraction algorithms for interconnected uncertainty—foundational for Trio. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9507
Venue
VLDB
Year
2006
Pagerank
0.0004955674
Overall Rank
101 | 99.30%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 28 of 78 citing papers.

Rank Citing Paper Year Venue Pagerank
7,280 I4E: Interactive Investigation of Iterative Information Extraction 2010 SIGMOD 4.778826e-05
7,623 Optimizing Probabilistic Query Processing on Continuous Uncertain Data 2011 VLDB 4.6933659e-05
7,659 UPI: A Primary Index for Uncertain Databases 2010 VLDB 4.686672e-05
7,847 Set Similarity Join on Probabilistic Data 2010 VLDB 4.6365272e-05
7,939 Tuple-Independent Representations of Infinite Probabilistic Databases 2021 PODS 4.613363e-05
8,230 You Say 'What', I Hear 'Where' and 'Why' - (Mis-)Interpreting SQL to Derive Fine-Grained Provenance 2018 VLDB 4.5541444e-05
8,261 Counting Problems over Incomplete Databases 2020 PODS 4.5483999e-05
8,340 Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning 2017 SIGMOD 4.5433598e-05
8,372 URank: Formulation and Efficient Evaluation of Top-k Queries in Uncertain Databases 2007 SIGMOD 4.532996e-05
8,765 Efficient Query Answering in Probabilistic RDF Graphs 2011 SIGMOD 4.456315e-05
8,882 Threshold Query Optimization for Uncertain Data 2010 SIGMOD 4.4289641e-05
8,935 Zoom*UserViews: Querying Relevant Provenance in Workflow Systems 2007 VLDB 4.427232e-05
9,165 Computing All Skyline Probabilities for Uncertain Data 2009 PODS 4.3849295e-05
9,782 A*-tree: A Structure for Storage and Modeling of Uncertain Multidimensional Arrays 2010 VLDB 4.2856106e-05
10,277 Efficient Query Repair for Aggregate Constraints 2026 VLDB 4.1945683e-05
10,364 A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores 2025 SIGMOD 4.1945683e-05
10,886 FaDE: More Than a Million What-ifs Per Second 2025 VLDB 4.1945683e-05
11,611 CONCIERGE: Improving Constrained Search Results by Data Melioration 2020 VLDB 4.1945683e-05
11,905 Supporting Data Uncertainty in Array Databases 2015 SIGMOD 4.1945683e-05
11,952 Beyond Itemsets: Mining Frequent Featuresets over Structured Items 2015 VLDB 4.1945683e-05
12,272 Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations 2010 VLDB 4.1945683e-05
12,356 Query Evaluation with Soft-Key Constraints 2008 PODS 4.1945683e-05
12,375 UQBE: Uncertain Query By Example for Web Service Mashup 2008 SIGMOD 4.1945683e-05
12,378 Query Answering Techniques on Uncertain and Probabilistic Data 2008 SIGMOD 4.1945683e-05
12,426 QUIC: Handling Query Imprecision & Data Incompleteness in Autonomous Databases 2007 CIDR 4.1945683e-05
12,436 K-Relevance: A Spectrum of Relevance for Data Sources Impacting a Query 2007 SIGMOD 4.1945683e-05
12,456 Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts 2007 SIGMOD 4.1945683e-05
12,457 Provenance in Databases (Tutorial Outline) 2007 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
74 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00057857292
149 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00041101118
299 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00028525071
427 Automated Ranking of Database Query Results 2003 CIDR 0.0002352637
450 The Theory Of Probabilistic Databases 1987 VLDB 0.00022822073
561 An Annotation Management System for Relational Databases 2004 VLDB 0.00020115419
611 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00019231115
655 On Propagation of Deletions and Annotations Through Views 2002 PODS 0.00018608845
706 MYSTIQ: A system for finding more answers by using probabilities 2005 SIGMOD 0.00017845469
938 Queries Independent of Updates 1993 VLDB 0.00015197786
1,192 The XXL Search Engine: Ranked Retrieval of XML Data using Indexes and Ontologies 2002 SIGMOD 0.00013432765
1,586 Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions 2005 VLDB 0.00011250856
1,697 A Probabilistic Framework for Vague Queries and Imprecise Information in Databases 1990 VLDB 0.00010873473
1,705 U-DBMS: A Database System for Managing Constantly-Evolving Data 2005 VLDB 0.00010829958
1,767 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 0.00010623574
1,824 DBNotes: A Post-It System for Relational Databases based on Provenance 2005 SIGMOD 0.00010405194
1,923 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 0.00010080761
2,347 Horn Tables - An Efficient Tool For Handling Incomplete Information In Databases 1989 PODS 8.9890664e-05
2,590 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.483194e-05
3,496 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 7.0397186e-05
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Overall Rank Paper Year Venue Pagerank
7,754 Lineage Processing over Correlated Probabilistic Databases 2010 SIGMOD 4.6600967e-05
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149 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00041101118
1,970 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.896375e-05
4,163 Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS 2007 CIDR 6.3923196e-05
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8,772 New Directions For Uncertainty Reasoning In Deductive Databases 1991 SIGMOD 4.456315e-05
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299 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00028525071