Axiomatic Definition of Knowledge Granularity and Its Constructive Method.

Autor: Zhao, Ming-qing, Yang, Qiang, Gao, De-zhi
Zdroj: Rough Sets & Knowledge Technology (9783540797203); 2008, p348-354, 7p
Abstrakt: Granular computing has impact on development methods in such areas as knowledge discovery and data mining. This paper firstly presents a new axiomatic definition of knowledge granularity, then gives a series of methods of measuring knowledge granularity including concrete measurements lacking parameters and general measurements with parameters. Furthermore, several combinatorial forms of different granularity formulas are described. The principal results seem to have some theoretic and applied value to build granularity computation in information system. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index