Publication:
Russian-language neurosemantics: Clustering of word meaning and sense from oral narratives

Дата
2021
Авторы
Zaidelman, L.
Nosovets, Z.
Kotov, A.
Zabotkina, V.
Ushakov, V.
Journal Title
Journal ISSN
Volume Title
Издатель
Научные группы
Организационные подразделения
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Организационная единица
Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
Выпуск журнала
Аннотация
© 2021 Elsevier B.V.This article is a part of a large-scale brain mapping project aimed at finding the relations among semantic categories in oral Russian-language texts and brain activity as measured using functional magnetic resonance imaging (fMRI). The goal of present study in particular is to examine the nature of lexical semantic relations and find an appropriate lexical space, homeomorphic to the activation patterns in the brain. Participants were presented with oral narratives, which described significant social issues from the first-person perspective. Stimuli were annotated using a dictionary and a vector approach. Results show that fMRI signal and clusters of related words have similar patterns of brain activation across participants. Results also show that annotation by a list of features more strongly contributes to prediction of the observed activation patterns. Findings confirm the hypothesis of situational semantic representation in the brain.
Описание
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Цитирование
Russian-language neurosemantics: Clustering of word meaning and sense from oral narratives / Zaidelman, L. [et al.] // Cognitive Systems Research. - 2021. - 67. - P. 60-65. - 10.1016/j.cogsys.2021.01.001
URI
https://www.doi.org/10.1016/j.cogsys.2021.01.001
 https://www.scopus.com/record/display.uri?eid=2-s2.0-85100378203&origin=resultslist
 http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000631879800006
 https://openrepository.mephi.ru/handle/123456789/23634
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