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Quantum semantics of text perception
The paper presents quantum model of subjective text perception based on binary cognitive distinctions corresponding to words of natural language. The result of perception is quantum cognitive state represented by vector in the qubit Hilbert space. Complex-valued structure of the quantum state space...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7893056/ https://www.ncbi.nlm.nih.gov/pubmed/33603018 http://dx.doi.org/10.1038/s41598-021-83490-9 |
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author | Surov, Ilya A. Semenenko, E. Platonov, A. V. Bessmertny, I. A. Galofaro, F. Toffano, Z. Khrennikov, A. Yu. Alodjants, A. P. |
author_facet | Surov, Ilya A. Semenenko, E. Platonov, A. V. Bessmertny, I. A. Galofaro, F. Toffano, Z. Khrennikov, A. Yu. Alodjants, A. P. |
author_sort | Surov, Ilya A. |
collection | PubMed |
description | The paper presents quantum model of subjective text perception based on binary cognitive distinctions corresponding to words of natural language. The result of perception is quantum cognitive state represented by vector in the qubit Hilbert space. Complex-valued structure of the quantum state space extends the standard vector-based approach to semantics, allowing to account for subjective dimension of human perception in which the result is constrained, but not fully predetermined by input information. In the case of two distinctions, the perception model generates a two-qubit state, entanglement of which quantifies semantic connection between the corresponding words. This two-distinction perception case is realized in the algorithm for detection and measurement of semantic connectivity between pairs of words. The algorithm is experimentally tested with positive results. The developed approach to cognitive modeling unifies neurophysiological, linguistic, and psychological descriptions in a mathematical and conceptual structure of quantum theory, extending horizons of machine intelligence. |
format | Online Article Text |
id | pubmed-7893056 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78930562021-02-23 Quantum semantics of text perception Surov, Ilya A. Semenenko, E. Platonov, A. V. Bessmertny, I. A. Galofaro, F. Toffano, Z. Khrennikov, A. Yu. Alodjants, A. P. Sci Rep Article The paper presents quantum model of subjective text perception based on binary cognitive distinctions corresponding to words of natural language. The result of perception is quantum cognitive state represented by vector in the qubit Hilbert space. Complex-valued structure of the quantum state space extends the standard vector-based approach to semantics, allowing to account for subjective dimension of human perception in which the result is constrained, but not fully predetermined by input information. In the case of two distinctions, the perception model generates a two-qubit state, entanglement of which quantifies semantic connection between the corresponding words. This two-distinction perception case is realized in the algorithm for detection and measurement of semantic connectivity between pairs of words. The algorithm is experimentally tested with positive results. The developed approach to cognitive modeling unifies neurophysiological, linguistic, and psychological descriptions in a mathematical and conceptual structure of quantum theory, extending horizons of machine intelligence. Nature Publishing Group UK 2021-02-18 /pmc/articles/PMC7893056/ /pubmed/33603018 http://dx.doi.org/10.1038/s41598-021-83490-9 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Surov, Ilya A. Semenenko, E. Platonov, A. V. Bessmertny, I. A. Galofaro, F. Toffano, Z. Khrennikov, A. Yu. Alodjants, A. P. Quantum semantics of text perception |
title | Quantum semantics of text perception |
title_full | Quantum semantics of text perception |
title_fullStr | Quantum semantics of text perception |
title_full_unstemmed | Quantum semantics of text perception |
title_short | Quantum semantics of text perception |
title_sort | quantum semantics of text perception |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7893056/ https://www.ncbi.nlm.nih.gov/pubmed/33603018 http://dx.doi.org/10.1038/s41598-021-83490-9 |
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