Quantum semantics of text perception

Abstract 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 sta...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Ilya A. Surov, E. Semenenko, A. V. Platonov, I. A. Bessmertny, F. Galofaro, Z. Toffano, A. Yu. Khrennikov, A. P. Alodjants
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/b6dd7bf29ab84f65af2e1dac312eaba3
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:b6dd7bf29ab84f65af2e1dac312eaba3
record_format	dspace
spelling	oai:doaj.org-article:b6dd7bf29ab84f65af2e1dac312eaba32021-12-02T14:03:45ZQuantum semantics of text perception10.1038/s41598-021-83490-92045-2322https://doaj.org/article/b6dd7bf29ab84f65af2e1dac312eaba32021-02-01T00:00:00Zhttps://doi.org/10.1038/s41598-021-83490-9https://doaj.org/toc/2045-2322Abstract 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.Ilya A. SurovE. SemenenkoA. V. PlatonovI. A. BessmertnyF. GalofaroZ. ToffanoA. Yu. KhrennikovA. P. AlodjantsNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 11, Iss 1, Pp 1-13 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Ilya A. Surov E. Semenenko A. V. Platonov I. A. Bessmertny F. Galofaro Z. Toffano A. Yu. Khrennikov A. P. Alodjants Quantum semantics of text perception
description	Abstract 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	article
author	Ilya A. Surov E. Semenenko A. V. Platonov I. A. Bessmertny F. Galofaro Z. Toffano A. Yu. Khrennikov A. P. Alodjants
author_facet	Ilya A. Surov E. Semenenko A. V. Platonov I. A. Bessmertny F. Galofaro Z. Toffano A. Yu. Khrennikov A. P. Alodjants
author_sort	Ilya A. Surov
title	Quantum semantics of text perception
title_short	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_sort	quantum semantics of text perception
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/b6dd7bf29ab84f65af2e1dac312eaba3
work_keys_str_mv	AT ilyaasurov quantumsemanticsoftextperception AT esemenenko quantumsemanticsoftextperception AT avplatonov quantumsemanticsoftextperception AT iabessmertny quantumsemanticsoftextperception AT fgalofaro quantumsemanticsoftextperception AT ztoffano quantumsemanticsoftextperception AT ayukhrennikov quantumsemanticsoftextperception AT apalodjants quantumsemanticsoftextperception
_version_	1718392103956905984

Quantum semantics of text perception

Ejemplares similares