Open AccessApplication of cognitive technologies for modeling of design and technological knowledge and automation of design activities
Author(s) -
Galina Volkova,
Tatyana Turbeeva,
Oleg Grigoriev,
Alexandr Sobolev,
Ruslan Dikov
Publication year - 2020
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/971/3/032080
Subject(s) - documentation , technical documentation , computer science , objectification , markup language , software engineering , data science , knowledge representation and reasoning , knowledge management , world wide web , artificial intelligence , xml , programming language , philosophy , epistemology
In this chapter the problem of modelling, representation and objectification of technical knowledge are considered A meaningful analysis of scientific and technical publications and design and technological documentation has revealed the features of reflecting technical knowledge in them and presenting it in various forms. This allowed us to develop a model for marking semantic elements and their structures in scientific and technical publications and technical documentation based on the method of conceptual (semantic) modeling in the framework of the methodology for automating intellectual labor (MAIL). To extract problem-oriented knowledge from scientific publications and technical documentation, a model for marking semantic elements and their constructions was developed. The markup model defines the fixation of significant semantic elements and constructs that are explicitly expressed in the document structure. The formed documentation structure defined a step-by-step methodology for the formation and processing of electronic funds of scientific and technical documentation.