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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
1412
Venue
PODS
Year
2007
Pagerank
0.00059843817
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 178 citing papers.

Rank Citing Paper Year Venue Pagerank
4,747 High-Level Why-Not Explanations using Ontologies 2015 PODS 6.5252099e-05
4,752 Automatic Rule Refinement for Information Extraction 2010 VLDB 6.5235308e-05
4,759 Explaining Wrong Queries Using Small Examples 2019 SIGMOD 6.5207388e-05
4,805 Efficient Answering of Historical What-if Queries 2022 SIGMOD 6.5003306e-05
4,811 Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers 2019 SIGMOD 6.4983069e-05
4,845 Explaining Outputs in Modern Data Analytics 2016 VLDB 6.4818607e-05
4,865 DBSP: Automatic Incremental View Maintenance for Rich Query Languages 2023 VLDB 6.4731692e-05
4,959 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.4283324e-05
4,976 SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra 2020 VLDB 6.4168322e-05
5,050 CAPE: Explaining Outliers by Counterbalancing 2019 VLDB 6.3862246e-05
5,131 Enabling SQL-based Training Data Debugging for Federated Learning 2022 VLDB 6.3537809e-05
5,396 Putting Things into Context: Rich Explanations for Query Answers using Join Graphs 2021 SIGMOD 6.2329373e-05
5,414 Optimizing Tensor Programs on Flexible Storage 2023 SIGMOD 6.2258658e-05
5,463 Cover or Pack: New Upper and Lower Bounds for Massively Parallel Joins 2021 PODS 6.2086169e-05
5,502 Annotated XML: Queries and Provenance 2008 PODS 6.1961339e-05
5,511 A Quest for Beauty and Wealth (or, Business Processes for Database Researchers) 2011 PODS 6.1915384e-05
5,537 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.1820087e-05
5,574 Lineage-driven Fault Injection 2015 SIGMOD 6.1681803e-05
5,660 Banzhaf Values for Facts in Query Answering 2024 SIGMOD 6.1305635e-05
5,757 Distributed Provenance Compression 2017 SIGMOD 6.0972276e-05
5,971 Lenses: An On-Demand Approach to ETL 2015 VLDB 6.0243066e-05
6,071 Fine-Grained Lineage for Safer Notebook Interactions 2021 VLDB 5.9873765e-05
6,122 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.9687498e-05
6,166 Classification of Annotation Semirings over Query Containment 2012 PODS 5.952604e-05
6,250 Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines 2021 CIDR 5.9418015e-05
6,293 Query Refinement for Diversity Constraint Satisfaction 2024 VLDB 5.9247942e-05
6,301 Evaluating Datalog over Semirings: A Grounding-based Approach 2024 PODS 5.9213518e-05
6,358 On Provenance Minimization 2011 PODS 5.9020113e-05
6,360 Approximate Summaries for Why and Why-not Provenance 2020 VLDB 5.9009081e-05
6,444 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.8774519e-05
6,527 Queries with Difference on Probabilistic Databases 2011 VLDB 5.8509088e-05
6,576 Toward Interpretable and Actionable Data Analysis with Explanations and Causality 2022 VLDB 5.8364729e-05
6,585 JoinBoost: Grow Trees Over Normalized Data Using Only SQL 2023 VLDB 5.8350362e-05
6,587 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 5.8333865e-05
6,612 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.8220265e-05
6,657 Snapshot Semantics for Temporal Multiset Relations 2019 VLDB 5.8110609e-05
6,664 On Multiple Semantics for Declarative Database Repairs 2020 SIGMOD 5.8090585e-05
6,678 Output-sensitive Conjunctive Query Evaluation 2024 PODS 5.8053953e-05
6,713 Circuit Treewidth, Sentential Decision, and Query Compilation 2017 PODS 5.7961371e-05
6,814 Expressive Power of Linear Algebra Query Languages 2021 PODS 5.7657129e-05
6,885 Fast Matrix Multiplication for Query Processing 2024 PODS 5.7464502e-05
7,035 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.7216112e-05
7,143 Parallel Algorithms for Sparse Matrix Multiplication and Join-Aggregate Queries 2020 PODS 5.6915726e-05
7,239 I4E: Interactive Investigation of Iterative Information Extraction 2010 SIGMOD 5.6645117e-05
7,383 ExplainED: Explanations for EDA Notebooks 2020 VLDB 5.6284447e-05
7,614 I-Rex: An Interactive Relational Query Explainer for SQL 2020 VLDB 5.5815004e-05
7,640 Tractable Lineages on Treelike Instances: Limits and Extensions 2016 PODS 5.5766474e-05
7,789 Provenance: On and Behind the Screens 2016 SIGMOD 5.5440497e-05
7,850 Differentially Private Data Release over Multiple Tables 2023 PODS 5.5316993e-05
7,904 Tight Bounds of Circuits for Sum-Product Queries 2024 PODS 5.5181056e-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
50 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00043596705
78 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00036571789
382 Conjunctive-Query Containment and Constraint Satisfaction 1998 PODS 0.00019546431
527 The Magic of Duplicates and Aggregates 1990 VLDB 0.00017108864
834 Debugging Schema Mappings with Routes 2006 VLDB 0.00013724553
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