Supervized machine learning: Computer-aided development of a specialized dictionary

Abstract

This paper presents a software complex for the computer-aided modeling of a term system. The project is implemented as an expert system that consists of a research team, a terminological knowledge base, a developer interface (the Semograf information system), and a user interface (TSBuilder and TSReader). Computer-aided design of a term system was achieved using data-mining methods, namely, decision-making trees and a modification of Rosenblatt’s perceptron.