INTRODUCTION OF INTELLECTUAL ANALYSIS TECHNOLOGIES OF TEXT DOCUMENTS INTO FIELD OF TECHNICAL REGULATION IN CONSTRUCTION

Abstract

The article is devoted to the introduction of intellectual analyses technology of text documents into the field of technical regulation in Ukraine construction. The main attention in the paper is directed on the decision of questions of automatic collection and intellectual analysis of construction branch`s normative documents. These issues are becoming extremely important in connection with the digitalization of all sectors of the economy.Urgent problems of the technical regulation system in construction are highlighted.It is shown that these problems bring to the fore the task of increasing the speed and reliability of processing text documents in electronic information systems. The solution to this problem involves the development of automatic systems that are capable of intelligent document search in uncertainty conditions that caused by the presence of redundant textual information.The overview of information retrieval systems used to processing text documents in electronic information resources is conducted.Preconditions of introduction of intellectual analysis technologies of text documents into the technical regulation sphere in Ukraine construction are investigated.The timeliness of the technology implementation substantiated. The basic concepts used in the models and methods development of automatic extraction of meaningful information from texts are given.Process of data mining is studied and Models of textual information mining are analyzed that used in different information retrieval systems. Scheme of introduction of intellectual analysis technology of text documents into the Unified state electronic system in the field of construction is offered.Solution of clustering of text documents problem apply artificial neural networks is supposed.The possibility of using such models as Deep Structured Semantic Model and Self-Organizing Map is considered. The choice of these models is based on their ability to determine the proximity degree of information retrieval images of text documents. Work practical significance is seen in the improvement of search engines in the field of technical regulation in construction and the ability to significantly accelerate the process of restructuring into the field of technical regulation in Ukraine construction.