We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Approach to automating the construction and completion of ontologies in a scientific subject field.
- Authors
Sadirmekova, Zhanna; Murzakhmetov, Aslanbek; Abduvalova, Ainur; Altynbekova, Zhanar; Makhatova, Valentina; Akhmetzhanova, Shynar; Tasbolatuly, Nurbolat; Serikbayeva, Sandugash
- Abstract
Domain ontologies facilitate the organization, sharing, and reuse of subject areas. Building a software ontology is labor-intensive and time-consuming. In the process of obtaining a software ontology, it is required to analyze a huge number of scientific publications relevant to the software being modeled. The process of ontology replenishing with information from a huge number of scientific publications can be facilitated and accelerated through the use of lexical-syntactic patterns of ontological design. In this paper, we consider the possibility of automated construction of scientific subject area ontologies based on a heterogeneous patterns system of ontological design. This system includes ontological design patterns and is intended for ontology developers. System also includes automatically built lexical and syntactic patterns, which help to automatic replenishment of the ontology with information extracted from natural language texts.
- Subjects
ONTOLOGY; NATURAL languages; PATTERN matching
- Publication
International Journal of Electrical & Computer Engineering (2088-8708), 2024, Vol 14, Issue 3, p3064
- ISSN
2088-8708
- Publication type
Article
- DOI
10.11591/ijece.v14i3.pp3064-3072