Abstract: Rough sets theory is a kind of tools for data analysis and knowledge discovery. The knowledge hidden in universe or information systems can be revealed by using the lower and upper approximation operators. Representing knowledge with more little attribute

Key words: Rough sets, Formal contexts, Attribute reductions, Attribute features