Open AccessAN ONTOLOGY APPROACH TO THE SENTIMENT ANALYSIS OF SOFTWARE SYSTEMS
Author(s) -
Aleksey M. Namestnikov,
Ivetta V. Arzamastseva
Publication year - 2021
Publication title -
avtomatizaciâ processov upravleniâ
Language(s) - English
Resource type - Journals
ISSN - 1991-2927
DOI - 10.35752/1991-2927-2021-2-64-34-39
Subject(s) - computer science , ontology , german , natural language processing , sentiment analysis , software , artificial intelligence , meaning (existential) , feature (linguistics) , grammar , linguistics , programming language , psychology , philosophy , epistemology , psychotherapist
The article proposes an unorthodox approach to opinion mining for software systems (sentiment analysis) that can be in Russian, English or German languages. The main feature of this approach is an extraction of patterns represented by collocations consisting of one, two or more words and connected by common meaning or grammar. The article gives some examples of patterns in Russian in the area of computer games development. The determining lexical and semantic patterns are included in the ontology of the software system sentiment analysis described formally in the article.