Enhancing Database Correctness: a Statistical Approach.
Wen-Chi Hou, Zhongyang Zhang:
Enhancing Database Correctness: a Statistical Approach.
SIGMOD Conference 1995: 223-232@inproceedings{DBLP:conf/sigmod/HouZ95,
author = {Wen-Chi Hou and
Zhongyang Zhang},
editor = {Michael J. Carey and
Donovan A. Schneider},
title = {Enhancing Database Correctness: a Statistical Approach},
booktitle = {Proceedings of the 1995 ACM SIGMOD International Conference on
Management of Data, San Jose, California, May 22-25, 1995},
publisher = {ACM Press},
year = {1995},
pages = {223-232},
ee = {http://doi.acm.org/10.1145/223784.223840, db/conf/sigmod/sigmod95-17.html},
crossref = {DBLP:conf/sigmod/95},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Abstract
In this paper, we introduce a new type of integrity constraint, which
we call a statistical constraint, and discuss its applicability to enhancing
database correctness. Statistical constraints manifest embedded relationships
among attribute values in the database and are characterized by their
probabilistic nature. They can be used to detect potential errors not easily
detected by the conventional constraints. Methods for extracting statistical
constraints from a relation and enforcement of such constraints are described.
Preliminary performance evaluation of enforcing statistical constraints on a
real life database is also presented.
Copyright © 1995 by the ACM,
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Printed Edition
Michael J. Carey, Donovan A. Schneider (Eds.):
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, San Jose, California, May 22-25, 1995.
ACM Press 1995
,
SIGMOD Record 24(2),
June 1995
Contents
[Index Terms]
[Full Text in PDF Format, 1010 KB]
References
- [Agra 89]
- Rakesh Agrawal, Narain H. Gehani:
ODE (Object Database and Environment): The Language and the Data Model.
SIGMOD Conference 1989: 36-45

- [Agra 93]
- Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami:
Mining Association Rules between Sets of Items in Large Databases.
SIGMOD Conference 1993: 207-216

- [Beer 91]
- Catriel Beeri, Tova Milo:
A Model for Active Object Oriented Databases.
VLDB 1991: 337-349

- [Bran 93]
- David A. Brant, Daniel P. Miranker:
Index Support for Rule Activation.
SIGMOD Conference 1993: 42-48

- [Chou 75]
- ...
- [Coch 77]
- ...
- [Codd 70]
- E. F. Codd:
A Relational Model of Data for Large Shared Data Banks.
Commun. ACM 13(6): 377-387(1970)

- [Devo 84]
- ...
- [EsCh 75]
- Kapali P. Eswaran, Donald D. Chamberlin:
Functional Specifications of Subsystem for Database Integrity.
VLDB 1975: 48-68

- [Hans 92]
- Eric N. Hanson:
Rule Condition Testing and Action Execution in Ariel.
SIGMOD Conference 1992: 49-58

- [HaSa 78]
- Michael Hammer, Sunil K. Sarin:
Efficient Monitoring of Database Assertions (Abstract).
SIGMOD Conference 1978: 159

- [HoWo 73]
- ...
- [HoOz 93]
- Wen-Chi Hou, Gultekin Özsoyoglu:
Processing Time-Constrained Aggregate Queries in CASE-DB.
ACM Trans. Database Syst. 18(2): 224-261(1993)

- [HsIm 85]
- Arding Hsu, Tomasz Imielinski:
Integrity Checking for Multiple Updates.
SIGMOD Conference 1985: 152-168

- [HZZ 93]
- Wen-Chi Hou, Zhongyang Zhang, Nong Zhou:
Statistical Inference of Unknown Attribute Values in Databases.
CIKM 1993: 21-30

- [JoWi 92]
- ...
- [Lohm 91]
- Guy M. Lohman, Bruce G. Lindsay, Hamid Pirahesh, K. Bernhard Schiefer:
Extensions to Starburst: Objects, Types, Functions, and Rules.
Commun. ACM 34(10): 94-109(1991)

- [McCa 89]
- Dennis R. McCarthy, Umeshwar Dayal:
The Architecture Of An Active Data Base Management System.
SIGMOD Conference 1989: 215-224

- [Morg 83]
- Matthew Morgenstern:
Active Databases as a Paradigm for Enhanced Computing Environments.
VLDB 1983: 34-42

- [Piat 91]
- Gregory Piatetsky-Shapiro, William J. Frawley (Eds.):
Knowledge Discovery in Databases.
AAAI/MIT Press 1991, ISBN 0-262-62080-4
Contents

- [SAS 91]
- ...
- [Sell 88]
- Timos K. Sellis, Chih-Chen Lin, Louiqa Raschid:
Implementing Large Production Systems in a DBMS Environment: Concepts and Algorithms.
SIGMOD Conference 1988: 404-412

- [Ston 90]
- Michael Stonebraker, Anant Jhingran, Jeffrey Goh, Spyros Potamianos:
On Rules, Procedures, Caching and Views in Data Base Systems.
SIGMOD Conference 1990: 281-290

- [Suit 85]
- ...
- [Tats 88]
- ...
Copyright © Mon Dec 21 21:56:51 2009
by Michael Ley (ley@uni-trier.de)