Method and system for data privacy protection in relational databases

A knowledge tool, which includes a binary dataset for representing relationship patterns between objects and methods of its use. The use of the binary representation is based on an algorithm of data clustering according to binary similarity indices, which are derived from the binary matrix. Applications which are based on the binary representation and its compression capability include data mining, text mining, search engines, pattern recognition, enhancing data exchange rate between computerized devices, database implementation on hardware, saving storage space and adaptive network addressing.