An integrative approach is presented as a particular dialectical method for building information-analytical and expert systems (IAS, ES). This method is based on the complex use of expert assessments and automated analysis of text objects. The fundamental basis of the method was the classical entropy analysis of sign systems of information theory in combination with modern elements of digital and cognitive expert linguistic analytics. The method is relevant for the formation of information and analytical projects and a formalized model of linguistic analysis of texts.