Answering Queries from Statistics and Probabilistic Views
Summary: Answering queries over imprecise data by integrating source probabilities and global statistics into probabilistic databases under LAV views. Shows that statistics induce complex tuple correlations under Open World and provides semantics and algorithms to compute query results. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nilesh Dalvi
- 2. Dan Suciu
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 103 | ULDBs: Databases with Uncertainty and Lineage | 2006 | VLDB | 0.00049520051 |
| 630 | Management of Probabilistic Data: Foundations and Challenges | 2007 | PODS | 0.00018942778 |
| 889 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015548507 |
| 1,251 | Principles of Dataspace Systems | 2006 | PODS | 0.0001302453 |
| 3,479 | Toward Best-Effort Information Extraction | 2008 | SIGMOD | 7.053581e-05 |
| 3,547 | Optimizing MPF Queries: Decision Support and Probabilistic Inference | 2007 | SIGMOD | 6.9810773e-05 |
| 3,878 | Data Canopy: Accelerating Exploratory Statistical Analysis | 2017 | SIGMOD | 6.6669911e-05 |
| 5,556 | Foundations of Uncertain-Data Integration | 2010 | VLDB | 5.4394558e-05 |
| 12,386 | Query Answering Techniques on Uncertain and Probabilistic Data | 2008 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069691761 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 127 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB | 0.00044607231 |
| 224 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00032743209 |
| 304 | Generic Schema Matching with Cupid | 2001 | VLDB | 0.00028282278 |
| 453 | The Theory Of Probabilistic Databases | 1987 | VLDB | 0.00022801484 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 1,695 | A Probabilistic Framework for Vague Queries and Imprecise Information in Databases | 1990 | VLDB | 0.00010866183 |
| 463 | Evaluating Probabilistic Queries over Imprecise Data | 2003 | SIGMOD | 0.00022497894 |
| 6,707 | Consistent Query Answers in Inconsistent Probabilistic Databases | 2010 | SIGMOD | 4.9500448e-05 |
| 4,722 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.9646931e-05 |
| 2,186 | Scalable Probabilistic Databases with Factor Graphs and MCMC | 2010 | VLDB | 9.3460817e-05 |
| 5,270 | Probabilistic Databases with MarkoViews | 2012 | VLDB | 5.5925747e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 7,429 | Local Structure and Determinism in Probabilistic Databases | 2012 | SIGMOD | 4.7275942e-05 |
| 2,564 | Foundations of Probabilistic Answers to Queries | 2005 | SIGMOD | 8.5325119e-05 |