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Cleaning Inconsistencies in Information Extraction via Prioritized Repairs

Summary: Declarative framework for cleaning inconsistent IE outputs by integrating prioritized repairs into document spanners, enabling user-declared conflict-resolution policies that capture industrial cleaning operations and POSIX regex semantics. Analyzes unambiguity and expressive power of such policies, with both positive and negative (decidability/complexity) results. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1615
Venue
PODS
Year
2014
Pagerank
6.6608401e-05
Overall Rank
4,499 | 69.14%
DOI
10.1145/2595438.2594540

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{fagin_pods14,
        address = {New York, NY, USA},
        series = {{PODS} '14},
        title = {{Cleaning Inconsistencies in Information Extraction via Prioritized Repairs}},
        url = {https://dl.acm.org/doi/10.1145/2595438.2594540},
        doi = {10.1145/2595438.2594540},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Fagin, Ronald and Kimelfeld, Benny and Reiss, Frederick and Vansummeren, Stijn},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank Citing Paper Year Venue Pagerank
1,955 Discovery of Approximate (and Exact) Denial Constraints 2020 VLDB 9.4166032e-05
2,348 Document Spanners for Extracting Incomplete Information: Expressiveness and Complexity 2018 PODS 8.7135317e-05
2,746 Dichotomies in the Complexity of Preferred Repairs 2015 PODS 8.1725014e-05
4,431 Database Principles in Information Extraction 2014 PODS 6.7088601e-05
8,038 Counting and Enumerating (Preferred) Database Repairs 2017 PODS 5.502256e-05
8,946 Preference-aware Integration of Temporal Data 2015 VLDB 5.3479739e-05
11,440 Autonomously Computable Information Extraction 2023 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049907763
319 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00021377065
494 Dependencies Revisited for Improving Data Quality 2008 PODS 0.00017526549
1,043 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.0001244565
2,782 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.1280264e-05
4,556 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.6335067e-05
4,752 Automatic Rule Refinement for Information Extraction 2010 VLDB 6.5235308e-05
12,228 Spanners: A Formal Framework for Information Extraction 2013 PODS 5.093636e-05
13,684 Rewrite Rules for Search Database Systems 2011 PODS -
Previous Page 1 / 1 Next

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# Overall Rank Paper Year Venue
1 11,440 Autonomously Computable Information Extraction 2023 VLDB
2 4,431 Database Principles in Information Extraction 2014 PODS
3 8,038 Counting and Enumerating (Preferred) Database Repairs 2017 PODS
4 2,981 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD
5 1,332 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB
6 6,544 Properties of Inconsistency Measures for Databases 2021 SIGMOD
7 2,782 Interaction between Record Matching and Data Repairing 2011 SIGMOD
8 7,894 A Grammar-based Entity Representation Framework for Data Cleaning 2009 SIGMOD
9 201 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB
10 2,348 Document Spanners for Extracting Incomplete Information: Expressiveness and Complexity 2018 PODS