Lineage Processing over Correlated Probabilistic Databases
Summary: Scalable conjunctive-query evaluation over correlated probabilistic DBs via junction-tree forests encoding correlations. Lwidth bounds lineage complexity; exact inference for low lwidth, Monte Carlo for high, batch-lineage sharing for efficiency. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,698 | Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases | 2011 | SIGMOD | 0.00010857033 |
| 5,270 | Probabilistic Databases with MarkoViews | 2012 | VLDB | 5.5925747e-05 |
| 7,429 | Local Structure and Determinism in Probabilistic Databases | 2012 | SIGMOD | 4.7275942e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 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 | 0.00057797415 |
| 463 | Evaluating Probabilistic Queries over Imprecise Data | 2003 | SIGMOD | 0.00022497894 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 757 | Creating Probabilistic Databases from Information Extraction Models | 2006 | VLDB | 0.00017062337 |
| 1,221 | A Web of Concepts | 2009 | PODS | 0.00013213428 |
| 1,972 | Approximate Lineage for Probabilistic Databases | 2008 | VLDB | 9.8937766e-05 |
| 2,649 | Exploiting Shared Correlations in Probabilistic Databases | 2008 | VLDB | 8.3728762e-05 |
| 3,395 | Event Queries on Correlated Probabilistic Streams | 2008 | SIGMOD | 7.1402267e-05 |
| 4,156 | Uncertainty Management in Rule-Based Information Extraction Systems | 2009 | SIGMOD | 6.3947765e-05 |
| 5,767 | Indexing Correlated Probabilistic Databases | 2009 | SIGMOD | 5.3341473e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,429 | Local Structure and Determinism in Probabilistic Databases | 2012 | SIGMOD | 4.7275942e-05 |
| 4,722 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.9646931e-05 |
| 3,626 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 6.9003552e-05 |
| 7,151 | Solving a Special Case of the Intensional vs Extensional Conjecture in Probabilistic Databases | 2020 | PODS | 4.8127652e-05 |
| 12,485 | Materialized Views in Probabilistic Databases | 2007 | VLDB | 4.1905499e-05 |
| 6,996 | Tractable Lineages on Treelike Instances: Limits and Extensions | 2016 | PODS | 4.8629707e-05 |
| 7,162 | Probabilistic Query Evaluation: The Combined FPRAS Landscape | 2023 | PODS | 4.8085863e-05 |
| 7,604 | Conjunctive Queries on Probabilistic Graphs: Combined Complexity | 2017 | PODS | 4.6944524e-05 |
| 5,767 | Indexing Correlated Probabilistic Databases | 2009 | SIGMOD | 5.3341473e-05 |
| 1,972 | Approximate Lineage for Probabilistic Databases | 2008 | VLDB | 9.8937766e-05 |