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Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS)

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Heuristic data modeling in information systems

Abstract

The paper describes research-in-progress work on information systems that store semi-structured data and use heuristics to make hypotheses about possible data structure. Such systems are intended to be more user-friendly as data formalization is performed by answering simple questions.

About the Author

Martin Davtyan
Bauman Moscow State Technical University
Russian Federation


References

1. Peter Buneman. Semi-structured data. Tutorial, PODS '97 http://www.cis.upenn.edu/~db/abstracts/semistructured.html

2. http://en.wikipedia.org/wiki/Database_schema Database schema - Wikipedia, the free encyclopedia, February 2011

3. Luca Cardelli, Peter Wegner. On Understanding Types, Data Abstraction, and Polymorphism, 1985

4. Fred J. Damerau, A technique for computer detection and correction of spelling errors, Communications of the ACM, 1964

5. http://en.wikipedia.org/wiki/Assignment_problem Assignment problem - Wikipedia, the free encyclopedia, April 2011

6. Geoffrey C. Fox, Roy D. Williams, Guiseppe C. Messina, Parallel Computing Works, 1994

7. Pascal Hitzler, Markus Krötzsch, Sebastian Rudolph. Foundations of Semantic Web Technologies, 2009


Review

For citations:


Davtyan M. Heuristic data modeling in information systems. Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS). 2011;21. (In Russ.)



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This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2079-8156 (Print)
ISSN 2220-6426 (Online)