This paper investigates the use of Rough Set Theory for supplementing databases on the real estate market. The proposed simplified procedure may pose an alternative for statistical methods, and it produces reliable results over a short period of time. The procedure of supplementing incomplete data has been developed based on the principles of Rough Set Theory and the valued tolerance relation. The above combination produces optimal results because it accounts for varied methods of entering property attributes.

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