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Enhancing Database Correctness: A Statistical Approach

Summary: Proposes statistical constraints—probabilistic integrity rules that encode embedded attribute relations to improve database correctness. Outlines extraction and enforcement methods and offers a preliminary performance evaluation on a real-world DB, highlighting errors beyond conventional constraints. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h5c197cb09f3ec281
Venue
SIGMOD
Year
1995
Pagerank
4.9793485e-05
Overall Rank
13,284 | 10.69%
DOI
10.1145/223784.223840

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Authors

BibTeX Citation

@inproceedings{hou_sigmod95,
        title = {{Enhancing Database Correctness: A Statistical Approach}},
        author = {Hou, Wen-Chi and Zhang, Zhongyang},
        series = {{SIGMOD} '95},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/223784.223840},
        url = {https://dl.acm.org/doi/10.1145/223784.223840},
        year = {1995}
}

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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
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.00064420972
147 On Rules, Procedures, Caching And Views In Data Base Systems 1990 SIGMOD 0.00029019485
554 Efficient Monitoring of Database Assertions 1978 SIGMOD 0.00016521437
610 Active Databases as a Paradigm for Enhanced Computing Environments 1983 VLDB 0.0001558453
1,464 Implementing Large Production Systems in a DBMS Environment: Concepts and Algorithms 1988 SIGMOD 0.00010580339
1,689 ODE (Object Database and Environment): The Language and the Data Model 1989 SIGMOD 9.8628503e-05
2,057 Rule Condition Testing and Action Execution in Ariel 1992 SIGMOD 9.1102693e-05
2,546 A Model for Active Object Oriented Database 1991 VLDB 8.3177548e-05
6,455 Index Support for Rule Activation 1993 SIGMOD 5.7782623e-05
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