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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
7,907 Provenance-Enabled Explainable AI 2024 SIGMOD 5.5181056e-05
7,914 Saibot: A Differentially Private Data Search Platform 2023 VLDB 5.5181056e-05
7,977 Interactive Query Explanations Using Fine Grained Provenance 2022 SIGMOD 5.5152578e-05
8,050 Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science 2021 VLDB 5.5000099e-05
8,100 The Complexity of Why-Provenance for Datalog Queries 2024 PODS 5.4872887e-05
8,133 Evaluating Top-k Queries with Inconsistency Degrees 2020 VLDB 5.4813895e-05
8,145 You Say ‘What’, I Hear ‘Where’ and ‘Why’ — (Mis-)Interpreting SQL to Derive Fine-Grained Provenance 2018 VLDB 5.4790624e-05
8,164 SlabCity: Whole-Query Optimization using Program Synthesis 2023 VLDB 5.4750309e-05
8,184 FEDEX: An Explainability Framework for Data Exploration Steps 2022 VLDB 5.4709725e-05
8,260 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD 5.4574671e-05
8,509 Hypothetical Reasoning via Provenance Abstraction 2019 SIGMOD 5.4120069e-05
8,528 Aggregate Queries on Sparse Databases 2020 PODS 5.4119882e-05
8,597 Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning 2017 SIGMOD 5.4049137e-05
8,599 Minimally Factorizing the Provenance of Self-join Free Conjunctive Queries 2024 PODS 5.4049137e-05
8,719 DPXPlain: Privately Explaining Aggregate Query Answers 2023 VLDB 5.3774243e-05
8,724 FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds 2025 SIGMOD 5.3766157e-05
8,859 Complaint-Driven Training Data Debugging at Interactive Speeds 2022 SIGMOD 5.356561e-05
8,889 Provenance-based Data Skipping 2022 VLDB 5.3512428e-05
8,970 Understanding Queries by Conditional Instances 2022 SIGMOD 5.3422757e-05
8,976 Computing How-Provenance for SPARQL Queries via Query Rewriting 2021 VLDB 5.3412433e-05
9,193 Query-Guided Resolution in Uncertain Databases 2023 SIGMOD 5.3058708e-05
9,194 Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data 2023 VLDB 5.3058708e-05
9,226 Collaborative Access Control in WebdamLog 2015 SIGMOD 5.3027519e-05
9,228 Enabling Personal Consent in Databases 2022 VLDB 5.3018457e-05
9,289 Compact, Tamper-Resistant Archival of Fine-Grained Provenance 2021 VLDB 5.2912339e-05
9,416 Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries 2020 SIGMOD 5.2742007e-05
9,720 Avoiding Materialisation for Guarded Aggregate Queries 2025 VLDB 5.2319816e-05
9,726 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.2302483e-05
9,763 NLProv: Natural Language Provenance 2016 VLDB 5.2234888e-05
9,945 ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation 2025 VLDB 5.1915905e-05
9,959 Datalog with First-Class Facts 2025 VLDB 5.1879626e-05
10,061 PROPOLIS: Provisioned Analysis of Data-Centric Processes 2013 VLDB 5.1659501e-05
10,077 ProvCite: Provenance-based Data Citation 2019 VLDB 5.1603976e-05
10,116 Please Don't Kill My Vibe: Empowering Agents with Data Flow Control 2026 CIDR 5.093636e-05
10,146 Acyclic Conjunctive Regular Path Queries are no Harder than Corresponding Conjunctive Queries 2026 PODS 5.093636e-05
10,166 Recursive Querying of Neural Networks via Weighted Structures 2026 PODS 5.093636e-05
10,177 Codd's Theorem for Databases over Semirings 2026 PODS 5.093636e-05
10,342 Approximate Query Processing under Updates 2026 SIGMOD 5.093636e-05
10,582 FlowLog: Efficient and Extensible Datalog via Incrementality 2026 VLDB 5.093636e-05
10,639 Circuit Bounds for Conjunctive Queries with Self-joins 2025 PODS 5.093636e-05
10,640 Circuits and Formulas for Datalog over Semirings 2025 PODS 5.093636e-05
10,650 Rewriting Consistent Answers on Annotated Data 2025 PODS 5.093636e-05
10,652 Smallest Synthetic Witnesses for Conjunctive Queries 2025 PODS 5.093636e-05
10,679 SHARQ: Explainability Framework for Association Rules on Relational Data 2025 SIGMOD 5.093636e-05
10,818 Evaluating Continuous Queries with Inconsistency Annotations 2025 VLDB 5.093636e-05
10,925 Meaningful Data Erasure in the Presence of Dependencies 2025 VLDB 5.093636e-05
10,968 Suna: Scalable Causal Confounder Discovery over Relational Data 2025 VLDB 5.093636e-05
11,109 FaDE: More Than a Million What-ifs Per Second 2025 VLDB 5.093636e-05
11,131 Postulates for Provenance: Instance-based provenance for first-order logic 2024 PODS 5.093636e-05
11,136 Consistency of Relations over Monoids 2024 PODS 5.093636e-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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