Design of the Knowledge System Based on Basic Rules

Author

Zhou, Jun ; Li, Shu-you

Author_Institution

Liaoning Univ. of Technol., Jinzhou

Volume

7

fYear

2007

fDate

19-22 Aug. 2007

Firstpage

3704

Lastpage

3707

Abstract

According to the ideas of the space base in linear algebra, this article applies techniques of database and object-oriented programming to present a method of design of the knowledge system based on basic rules. The concept of the basic decision rule is given, the result that any certain (or uncertain) rule can be generated by some certain (or certain and uncertain) basis decision rules is proved, and the model of the knowledge system based on basic rules is also proposed. Finally, the description of algorithm of extracting rules was given and the efficiency of the algorithm was analyzed as well in this paper.

Keywords

database management systems; knowledge based systems; linear algebra; object-oriented programming; systems analysis; database programming; decision rules; knowledge system; linear algebra; object-oriented programming; Algorithm design and analysis; Knowledge acquisition; Knowledge based systems; Machine learning; Machine learning algorithms; Object oriented databases; Object oriented modeling; Object oriented programming; Set theory; Space technology; Algorithm; Basic decision rule; Decision table; Knowledge system; Rough set;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2007 International Conference on

Conference_Location

Hong Kong

Print_ISBN

978-1-4244-0973-0

Electronic_ISBN

978-1-4244-0973-0

Type

conf

DOI

10.1109/ICMLC.2007.4370791

Filename

4370791