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Provenance Semirings

Summary: Comm. semirings unify provenance: bag, probabilistic, incomplete DBs and why‑provenance are instances and positive relational-algebra semantics factor through semiring homomorphisms. Proposes polynomial/formal‑power‑series provenance, extends to Datalog via fixed‑point semirings and gives algorithms to decide/compute finite series and monomial coefficients. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h5dd3a15a7e2c5fe0
Venue
PODS
Year
2007
Pagerank
0.00059752575
Overall Rank
17 | 99.89%
DOI
10.1145/1265530.1265535

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{green_pods07,
        address = {New York, NY, USA},
        series = {{PODS} '07},
        title = {{Provenance Semirings}},
        url = {https://dl.acm.org/doi/10.1145/1265530.1265535},
        doi = {10.1145/1265530.1265535},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Green, Todd J. and Karvounarakis, Grigoris and Tannen, Val},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 182 citing papers.

Rank Citing Paper Year Venue Pagerank
4,739 Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances 2019 SIGMOD 6.4441962e-05
4,747 New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins 2020 PODS 6.4374568e-05
4,823 Automatic Rule Refinement for Information Extraction 2010 VLDB 6.3937168e-05
4,827 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.3917868e-05
4,840 High-Level Why-Not Explanations using Ontologies 2015 PODS 6.3858476e-05
4,847 Explaining Wrong Queries Using Small Examples 2019 SIGMOD 6.3823876e-05
4,868 Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers 2019 SIGMOD 6.3748367e-05
4,919 Efficient Answering of Historical What-if Queries 2022 SIGMOD 6.3544814e-05
4,940 Explaining Outputs in Modern Data Analytics 2016 VLDB 6.345789e-05
4,974 SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra 2020 VLDB 6.3318399e-05
5,151 CAPE: Explaining Outliers by Counterbalancing 2019 VLDB 6.2528145e-05
5,247 Enabling SQL-based Training Data Debugging for Federated Learning 2022 VLDB 6.2121767e-05
5,439 Optimizing Tensor Programs on Flexible Storage 2023 SIGMOD 6.1279464e-05
5,529 Putting Things into Context: Rich Explanations for Query Answers using Join Graphs 2021 SIGMOD 6.0935553e-05
5,595 Cover or Pack: New Upper and Lower Bounds for Massively Parallel Joins 2021 PODS 6.0727701e-05
5,611 Annotated XML: Queries and Provenance 2008 PODS 6.0684862e-05
5,627 Distributed Provenance Compression 2017 SIGMOD 6.0605103e-05
5,644 A Quest for Beauty and Wealth (or, Business Processes for Database Researchers) 2011 PODS 6.0533802e-05
5,648 Lineage-driven Fault Injection 2015 SIGMOD 6.0523358e-05
5,656 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.0488629e-05
5,793 Banzhaf Values for Facts in Query Answering 2024 SIGMOD 5.9930101e-05
6,089 Lenses: An On-Demand Approach to ETL 2015 VLDB 5.8908642e-05
6,190 Fine-Grained Lineage for Safer Notebook Interactions 2021 VLDB 5.8565828e-05
6,227 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.8452386e-05
6,299 Classification of Annotation Semirings over Query Containment 2012 PODS 5.8190435e-05
6,323 Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines 2021 CIDR 5.8138422e-05
6,429 Evaluating Datalog over Semirings: A Grounding-based Approach 2024 PODS 5.7884926e-05
6,457 On Provenance Minimization 2011 PODS 5.7779266e-05
6,467 Output-sensitive Conjunctive Query Evaluation 2024 PODS 5.7747248e-05
6,486 Approximate Summaries for Why and Why-not Provenance 2020 VLDB 5.7686627e-05
6,550 JoinBoost: Grow Trees Over Normalized Data Using Only SQL 2023 VLDB 5.7503043e-05
6,567 Fast Matrix Multiplication for Query Processing 2024 PODS 5.7469783e-05
6,573 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.7455776e-05
6,653 Queries with Difference on Probabilistic Databases 2011 VLDB 5.7196642e-05
6,699 Toward Interpretable and Actionable Data Analysis with Explanations and Causality 2022 VLDB 5.7058728e-05
6,708 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 5.7027474e-05
6,714 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.7000511e-05
6,728 On Multiple Semantics for Declarative Database Repairs 2020 SIGMOD 5.6946342e-05
6,794 Snapshot Semantics for Temporal Multiset Relations 2019 VLDB 5.6806763e-05
6,847 Circuit Treewidth, Sentential Decision, and Query Compilation 2017 PODS 5.666154e-05
6,942 Expressive Power of Linear Algebra Query Languages 2021 PODS 5.6383218e-05
7,139 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.6006128e-05
7,212 Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science 2021 VLDB 5.5840773e-05
7,234 Hypothetical Reasoning via Provenance Abstraction 2019 SIGMOD 5.5792063e-05
7,293 Parallel Algorithms for Sparse Matrix Multiplication and Join-Aggregate Queries 2020 PODS 5.5638766e-05
7,365 I4E: Interactive Investigation of Iterative Information Extraction 2010 SIGMOD 5.5415736e-05
7,508 ExplainED: Explanations for EDA Notebooks 2020 VLDB 5.5066763e-05
7,703 Interactive Query Explanations Using Fine Grained Provenance 2022 SIGMOD 5.4744994e-05
7,746 I-Rex: An Interactive Relational Query Explainer for SQL 2020 VLDB 5.4605889e-05
7,794 Tractable Lineages on Treelike Instances: Limits and Extensions 2016 PODS 5.451528e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 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 0.00042936299
84 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035963861
390 Conjunctive-Query Containment and Constraint Satisfaction 1998 PODS 0.00019248147
531 The Magic of Duplicates and Aggregates 1990 VLDB 0.00016847212
845 Debugging Schema Mappings with Routes 2006 VLDB 0.00013526977
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