DBScholar

Back to papers

ULDBs: Databases with Uncertainty and Lineage

Summary: Introduces ULDBs, a relational representation unifying uncertain data with lineage, enabling correlated uncertainty propagation and efficient query processing. Establishes completeness, minimization notions, subset extraction under interconnected uncertainty, and probabilistic-database execution. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h24ebe19d37d2c122
Venue
VLDB
Year
2006
Pagerank
0.00035960573
Overall Rank
84 | 99.44%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{benjelloun_vldb06,
        title = {{ULDBs: Databases with Uncertainty and Lineage}},
        author = {Benjelloun, Omar and Sarma, Anish Das and Halevy, Alon and Widom, Jennifer},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {953},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 78 citing papers.

Rank Citing Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059813669
319 Making Database Systems Usable 2007 SIGMOD 0.00021155013
337 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00020613834
389 Why Not? 2009 SIGMOD 0.00019313101
587 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015927027
621 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.0001548582
715 Data Integration with Uncertainty 2007 VLDB 0.00014552507
824 Data Integration: The Teenage Years 2006 VLDB 0.00013641217
842 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 0.00013535734
1,114 Principles of Dataspace Systems 2006 PODS 0.00011959287
1,348 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB 0.00010942213
1,397 Ranking Queries on Uncertain Data: A Probabilistic Threshold Approach 2008 SIGMOD 0.00010787659
1,548 Conditioning Probabilistic Databases 2008 VLDB 0.00010288842
1,554 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010265583
1,611 Efficient Provenance Storage 2008 SIGMOD 0.00010072076
1,692 MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis 2018 SIGMOD 9.8526476e-05
1,759 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 9.7090189e-05
1,812 ProvSQL: Provenance and Probability Management in PostgreSQL 2018 VLDB 9.5780882e-05
1,827 Querying Data Provenance 2010 SIGMOD 9.5518797e-05
1,919 A Web of Concepts 2009 PODS 9.3747487e-05
2,307 Approximation Algorithms for Clustering Uncertain Data 2008 PODS 8.6661766e-05
2,418 The Semiring Framework for Database Provenance 2017 PODS 8.4904382e-05
2,504 Exploiting Shared Correlations in Probabilistic Databases 2008 VLDB 8.3762003e-05
2,543 From Complete to Incomplete Information and Back 2007 SIGMOD 8.3143504e-05
2,738 Sketching Probabilistic Data Streams 2007 SIGMOD 8.0692701e-05
2,859 Secondary-Storage Confidence Computation for Conjunctive Queries with Inequalities 2009 SIGMOD 7.9303364e-05
3,112 Event Queries on Correlated Probabilistic Streams 2008 SIGMOD 7.6351481e-05
3,275 Toward Best-Effort Information Extraction 2008 SIGMOD 7.4670832e-05
4,143 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 6.7783148e-05
4,195 Efficient and Effective Similarity Search over Probabilistic Data based on Earth Mover's Distance 2010 VLDB 6.7391674e-05
4,212 Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS 2007 CIDR 6.728552e-05
4,215 Approximating Predicates and Expressive Queries on Probabilistic Databases 2008 PODS 6.7264836e-05
4,390 Read-Once Functions and Query Evaluation in Probabilistic Databases 2010 VLDB 6.6197307e-05
4,800 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.4084968e-05
5,024 Querying Probabilistic Information Extraction 2010 VLDB 6.3081571e-05
5,131 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.2578858e-05
5,176 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2400289e-05
5,652 Foundations of Uncertain-Data Integration 2010 VLDB 6.0492525e-05
5,714 Believe It or Not: Adding Belief Annotations to Databases 2009 VLDB 6.0189313e-05
5,781 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 5.9947648e-05
5,785 Sampling Cube: A Framework for Statistical OLAP Over Sampling Data 2008 SIGMOD 5.9935627e-05
5,953 A Framework for Clustering Uncertain Data 2015 VLDB 5.9338001e-05
6,177 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.8582407e-05
6,255 Finding Frequent Items in Probabilistic Data 2008 SIGMOD 5.8326825e-05
6,477 Clustering Uncertain Graphs 2018 VLDB 5.7708764e-05
6,657 Queries with Difference on Probabilistic Databases 2011 VLDB 5.7169618e-05
6,850 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.6635511e-05
6,975 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.6277347e-05
7,003 FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources 2007 SIGMOD 5.621977e-05
7,370 I4E: Interactive Investigation of Iterative Information Extraction 2010 SIGMOD 5.5389537e-05
Previous Page 1 / 2 Next

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
51 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00042926566
126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030430114
337 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00020613834
474 Automated Ranking of Database Query Results 2003 CIDR 0.00017665834
525 An Annotation Management System for Relational Databases 2004 VLDB 0.00016889428
571 The Theory of Probabilistic Databases 1987 VLDB 0.00016204158
590 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00015884721
591 On Propagation of Deletions and Annotations Through Views 2002 PODS 0.00015882967
696 MYSTIQ: A system for finding more answers by using probabilities 2005 SIGMOD 0.00014691377
875 Queries Independent of Updates 1993 VLDB 0.0001331025
1,518 Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions 2005 VLDB 0.0001039208
1,544 The XXL Search Engine: Ranked Retrieval of XML Data using Indexes and Ontologies 2002 SIGMOD 0.00010302906
1,587 DBNotes: A Post-It System for Relational Databases based on Provenance 2005 SIGMOD 0.0001013806
1,658 U-DBMS: A Database System for Managing Constantly-Evolving Data 2005 VLDB 9.963099e-05
1,762 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.7052022e-05
1,808 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5901231e-05
1,865 A Probabilistic Framework for Vague Queries and Imprecise Information in Databases 1990 VLDB 9.4779541e-05
2,718 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.094465e-05
2,966 Horn Tables - An Efficient Tool For Handling Incomplete Information In Databases 1989 PODS 7.8019358e-05
3,808 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 7.0068633e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 8,198 Lineage Processing over Correlated Probabilistic Databases 2010 SIGMOD
2 715 Data Integration with Uncertainty 2007 VLDB
3 126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR
4 1,785 Approximate Lineage for Probabilistic Databases 2008 VLDB
5 4,212 Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS 2007 CIDR
6 1,615 Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases 2011 SIGMOD
7 9,115 New Directions For Uncertainty Reasoning In Deductive Databases 1991 SIGMOD
8 4,870 Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers 2019 SIGMOD
9 8,435 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD
10 337 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB