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Methods for Identifying and Resolving Contradictions in Document Texts Научная публикация

Конференция 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), Novosibirsk, Russian Federation, 2024
30 сент. - 2 окт. 2024 , Novosibirsk
Сборник Proceedings 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), Novosibirsk, Russian Federation, 2024
Сборник, IEEE. 2024. 528 c. ISBN 979-8-3315-3202-4.
Вых. Данные Год: 2024, Страницы: 327-332 Страниц : 6 DOI: 10.1109/sibircon63777.2024.10758488
Ключевые слова Natural language processing, contradiction detection, document automation, domain ontology, four-level knowledge representation model, partial model, atomic diagram, ontological homomorphism, neural and logical-semantic methods
Авторы Palchunov Dmitry E. 1 , Chernyavtseva Svetlana I. 2
Организации
1 Sobolev Institute of Mathematics,Laboratory of Computability Theory and Applied Logic,Novosibirsk,Russia
2 Novosibirsk State University,Faculty of Information Technologies,Novosibirsk,Russia

Информация о финансировании (1)

1 Институт математики им. С.Л. Соболева СО РАН FWNF-2022-0011

Реферат: The article is devoted to models theoretical approaches for detecting and processing contradictions in document texts. Contradictions arising in documents are divided into three types: logical, ontological and substantive. Logical contradictions arise when documents contain statements about regulations that are contradicted by descriptions of specific domain keys. Ontological contradictions arise when the information presented in a document or set of documents is in conflict with the ontology of a given subject area. The developed approach uses ontological homomorphisms and submodels of partial models. When identifying substantive contradictions, it is necessary to extract formal descriptions of situations from documents. The use of the mechanism of partial models is necessary for the formalization of situations, while the formalization of relations between situations is based on the use of ontological homomorphisms of partial models. The proposed methods are based on the construction of chains of the above-mentioned homomorphisms. When processing substantive contradictions, it is necessary to model dynamics using special constants-situations.
Библиографическая ссылка: Palchunov D.E. , Chernyavtseva S.I.
Methods for Identifying and Resolving Contradictions in Document Texts
В сборнике Proceedings 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), Novosibirsk, Russian Federation, 2024. – IEEE., 2024. – C.327-332. – ISBN 979-8-3315-3202-4. DOI: 10.1109/sibircon63777.2024.10758488 Scopus OpenAlex
Даты:
Опубликована в печати: 9 окт. 2024 г.
Опубликована online: 9 окт. 2024 г.
Идентификаторы БД:
Scopus: 2-s2.0-85212058640
OpenAlex: W4404740703
Цитирование в БД: Пока нет цитирований
Альметрики: