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The Dichotomy of Conjunctive Queries on Probabilistic Structures

Summary: Establishes a dichotomy for conjunctive queries on tuple‑independent probabilistic databases: each query's data complexity is either PTIME or #P‑complete, with no intermediate cases. Provides a decidable algorithm to classify any given conjunctive query. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1439
Venue
PODS
Year
2007
Pagerank
0.00012931993
Overall Rank
1,268 | 91.19%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
772 Answering Conjunctive Queries under Updates 2017 PODS 0.00016876498
1,707 Ranking Queries on Uncertain Data: A Probabilistic Threshold Approach 2008 SIGMOD 0.00010816111
2,728 Secondary-Storage Confidence Computation for Conjunctive Queries with Inequalities 2009 SIGMOD 8.2185032e-05
2,978 Matching Twigs in Probabilistic XML 2007 VLDB 7.7845728e-05
3,314 Computing Query Probability with Incidence Algebras 2010 PODS 7.2318581e-05
3,398 Event Queries on Correlated Probabilistic Streams 2008 SIGMOD 7.141911e-05
4,080 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.4652983e-05
4,442 Approximating Predicates and Expressive Queries on Probabilistic Databases 2008 PODS 6.186154e-05
4,521 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.1168322e-05
4,720 Read-Once Functions and Query Evaluation in Probabilistic Databases 2010 VLDB 5.973811e-05
5,296 Running Tree Automata on Probabilistic XML 2009 PODS 5.5802694e-05
5,638 Circuit Treewidth, Sentential Decision, and Query Compilation 2017 PODS 5.3965476e-05
5,977 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.2455909e-05
6,415 Queries with Difference on Probabilistic Databases 2011 VLDB 5.0731258e-05
6,681 Query Efficiency in Probabilistic XML Models 2008 SIGMOD 4.9643102e-05
6,804 A Dichotomy for Non-repeating Queries with Negation in Probabilistic Databases 2014 PODS 4.9224361e-05
6,997 Tractable Lineages on Treelike Instances: Limits and Extensions 2016 PODS 4.8676446e-05
7,163 Probabilistic Query Evaluation: The Combined FPRAS Landscape 2023 PODS 4.8132033e-05
8,558 Incorporating Constraints in Probabilistic XML 2008 PODS 4.4937074e-05
10,377 FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds 2025 SIGMOD 4.1945683e-05
10,926 Complex Event Recognition meets Hierarchical Conjunctive Queries 2024 PODS 4.1945683e-05
11,179 Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue 2023 SIGMOD 4.1945683e-05
12,129 Answering Queries using Views over Probabilistic XML: Complexity and Tractability 2012 VLDB 4.1945683e-05
12,213 Transducing Markov Sequences 2010 PODS 4.1945683e-05
12,356 Query Evaluation with Soft-Key Constraints 2008 PODS 4.1945683e-05
12,378 Query Answering Techniques on Uncertain and Probabilistic Data 2008 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

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

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