Modifications of Uncertain Data: A Bayesian Framework for Belief Revision

Information Systems Research

Volumn 11, Issue 1, 2000, Pages 1-16

  Dey, Debabrata ^a   Sarkar, Sumit ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

Data uncertainty; Data updating; Probabilistic relational model

Indexed keywords

HARDWARE; INFORMATION SYSTEMS;

BAYESIAN FRAMEWORKS; DATA UNCERTAINTY; DATA UPDATING; DATABASE MODIFICATION; GENERALIZED ALGORITHMS; PROBABILISTIC RELATIONAL MODELS; RELATIONAL DATABASE; USING PROBABILITIES;

PROBABILITY;

EID: 0034400695     PISSN: 10477047     EISSN: None     Source Type: Journal    
DOI: 10.1287/isre.11.1.1.11785     Document Type: Article

References (15)

1. Barbará, D., H. Garcia-Molina, D. Porter. 1992. The management of probabilistic data. IEEE Trans. Knowledge and Data Engrg. 4(5) 487-502.
2. Bischoff, J., T. Alexander. 1997. Data Warehouse: Practical Advice from the Experts. Prentice-Hall, Upper Saddle River, NJ.
3. Cavallo, R., M. Pittarelli. 1987. The theory of probabilistic databases. Proc. 13th VLDB Conf. Brighton, 71-81.
4. Codd, E. F. 1979. Extending the database relational model to capture more meaning. ACM Trans. Database Systems 4(4) 397-434.
5. Date, C. J. 1986. Relational Database: Selected Writings. Addison-Wesley, Reading, MA.
6. Dey, D., S. Sarkar. 1996. A probabilistic relational model and algebra. ACM Trans. Database Systems 21(3) 339-369.
7. Jaynes, E. T. 1968. Prior probabilities. IEEE Trans. Systems Sci. Cybernetics, SSC-4(3) 227-241.
8. Jeffrey, R. 1983. The Logic of Decision. University of Chicago Press, Chicago, IL.
9. Motro, A. 1990. Accommodating imprecision in database systems: Issues and solutions. Database Engrg. 9 213-218.
10. Neapolitan, R. E. 1990. Probabilistic Reasoning in Expert Systems: Theory and Algorithms. John Wiley and Sons, New York.
11. Pearl, J. 1986. Fusion, propagation, and structuring in belief networks. Artificial Intelligence, 29 241-288.
12. _. 1988. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo, CA.
13. Raju, K. V. S. V. N., A. K. Majumdar. 1988. Fuzzy functional dependencies and lossless join decomposition of fuzzy relational database systems. ACM Trans. Database Systems 13(2) 129-166.
14. Tseng, F. S. C, A. L. P. Chen, W.-P. Yang. 1993. Answering heterogeneous database queries with degrees of uncertainty. Distributed and Parallel Databases: Internat. J. 1(3) 281-302
15. Ullman J. D. 1988. Principles of Database and Knowledge-base Systems (Volume I: Classical Database Systems). Computer Science Press, Rockville, MD.