The information is at the present time often saved and available in electronic form. With still increasing quantity of accessible, most frequently text information, the need of organization of these data is raising. The problem of fast and effective information retrieval occurs very often. In this contribution we describe the method for creating word vector space and using NOT operation for more effective acquirement of relevant documents.