Frame Information and Mathematical Modeling of Knowledge Bases

This article considers the frame as a model of representing knowledge in intelligent systems that allows knowledge hierarchy to be organized. It is shown that intelligent systems with knowledge bases can solve tasks that are both unknown and known to them in conditions of uncertainty and incomplete information. Frames extend the potential of intellectual systems and, like object-oriented systems, provide a mechanism of such organization, representing entities as structured objects with named cells and values associated with them. The issues of frame semantics, decision making, and peculiarities of functioning of intelligent systems using frames are discussed.

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Publication Details

Journal
Automatic Documentation and Mathematical Linguistics
Published
2024-12-01
DOI
https://doi.org/10.3103/s0005105524700341
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Frame Information and Mathematical Modeling of Knowledge Bases

Elizaveta Sineva, N. I. Sidnyaev
Automatic Documentation and Mathematical Linguistics
Advanced Computational Techniques and Applications
article

Frame Information and Mathematical Modeling of Knowledge Bases

Elizaveta Sineva, N. I. Sidnyaev
article en

Abstract

This article considers the frame as a model of representing knowledge in intelligent systems that allows knowledge hierarchy to be organized. It is shown that intelligent systems with knowledge bases can solve tasks that are both unknown and known to them in conditions of uncertainty and incomplete information. Frames extend the potential of intellectual systems and, like object-oriented systems, provide a mechanism of such organization, representing entities as structured objects with named cells and values associated with them. The issues of frame semantics, decision making, and peculiarities of functioning of intelligent systems using frames are discussed.

Automatic Documentation and Mathematical LinguisticsVol. 58(6)
Moscow Power Engineering Institute (RU), Bauman Moscow State Technical University (RU), Moscow Aviation Institute (RU)
Openalex Percentile: Top 75%
Advanced Computational Techniques and Applications
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