Title :
Design of the Knowledge System Based on Basic Rules
Author :
Zhou, Jun ; Li, Shu-you
Author_Institution :
Liaoning Univ. of Technol., Jinzhou
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;
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
DOI :
10.1109/ICMLC.2007.4370791
