A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition

This work is multidisciplinary (informatics, Artificial Intelligence, linguistics, and cognitive psychology) and transversal (health needs of a social nature inspired by technology), and its objective is the pre-diagnosis of people with memory problems. Language and cognitive assessment will be carr...

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Detalhes bibliográficos
Autores: Panesar, Kulvinder, Pérez Cabello de Alba, María Beatriz
Formato: capítulo de livro
Fecha de publicación:2024
País:España
Recursos:Universidad Nacional de Educación a Distancia
Repositorio:e-spacio. Repositorio Institucional de la UNED
Idioma:inglés
OAI Identifier:oai:e-spacio.uned.es:20.500.14468/24506
Acesso em linha:https://hdl.handle.net/20.500.14468/24506
Access Level:acceso abierto
Palavra-chave:55 Historia::5505 Ciencias auxiliares de la historia::5505.10 Filología
language production and comprehension
pre-screening model
Role and Reference Grammar
speech assessment
natural language processing
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spelling A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognitionPanesar, KulvinderPérez Cabello de Alba, María Beatriz55 Historia::5505 Ciencias auxiliares de la historia::5505.10 Filologíalanguage production and comprehensionpre-screening modelRole and Reference Grammarspeech assessmentnatural language processingThis work is multidisciplinary (informatics, Artificial Intelligence, linguistics, and cognitive psychology) and transversal (health needs of a social nature inspired by technology), and its objective is the pre-diagnosis of people with memory problems. Language and cognitive assessment will be carried out via language production and comprehension of speech as a pre-diagnosis of dementia. Dementia and associated conditions are a global health problem supported by diverse expert groups, communities, research, and innovation (Alzheimer 2018, 2021, 2022). To take a small step in proactive early detection, we will employ a language and cognition assessment model supported by the DementiaBank multimedia database. This will provide results in terms of indicators of any potential problems with language production and cognition, as well as recommendations for the participant and carer, and as a precursor to other clinical tests for the diagnosis of dementia. The intervention will help to understand the person’s cognitive status and the early onset dementia and support the planning of healthcare provision. We will create a hybrid solution that contributes to research related to Natural Language Understanding, AI healthcare applications, and insights into cognitive impairment assessment. In this paper we present a schematic visual representation of a hybrid modular conceptual framework of a conversational agent.Comarese-Spacio UNED20242024-11-2520242024-11-0920242024-11-09book parthttp://purl.org/coar/resource_type/c_3248info:eu-repo/semantics/bookPartapplication/pdfhttps://hdl.handle.net/20.500.14468/24506reponame:e-spacio. Repositorio Institucional de la UNEDinstname:Universidad Nacional de Educación a DistanciaInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/deed.esoai:e-spacio.uned.es:20.500.14468/245062026-06-06T12:38:31Z
dc.title.none.fl_str_mv A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
title A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
spellingShingle A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
Panesar, Kulvinder
55 Historia::5505 Ciencias auxiliares de la historia::5505.10 Filología
language production and comprehension
pre-screening model
Role and Reference Grammar
speech assessment
natural language processing
title_short A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
title_full A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
title_fullStr A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
title_full_unstemmed A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
title_sort A hybrid conceptual model using statistical and linguistic methods for pre-screening memory through language and cognition
dc.creator.none.fl_str_mv Panesar, Kulvinder
Pérez Cabello de Alba, María Beatriz
author Panesar, Kulvinder
author_facet Panesar, Kulvinder
Pérez Cabello de Alba, María Beatriz
author_role author
author2 Pérez Cabello de Alba, María Beatriz
author2_role author
dc.contributor.none.fl_str_mv e-Spacio UNED
dc.subject.none.fl_str_mv 55 Historia::5505 Ciencias auxiliares de la historia::5505.10 Filología
language production and comprehension
pre-screening model
Role and Reference Grammar
speech assessment
natural language processing
topic 55 Historia::5505 Ciencias auxiliares de la historia::5505.10 Filología
language production and comprehension
pre-screening model
Role and Reference Grammar
speech assessment
natural language processing
description This work is multidisciplinary (informatics, Artificial Intelligence, linguistics, and cognitive psychology) and transversal (health needs of a social nature inspired by technology), and its objective is the pre-diagnosis of people with memory problems. Language and cognitive assessment will be carried out via language production and comprehension of speech as a pre-diagnosis of dementia. Dementia and associated conditions are a global health problem supported by diverse expert groups, communities, research, and innovation (Alzheimer 2018, 2021, 2022). To take a small step in proactive early detection, we will employ a language and cognition assessment model supported by the DementiaBank multimedia database. This will provide results in terms of indicators of any potential problems with language production and cognition, as well as recommendations for the participant and carer, and as a precursor to other clinical tests for the diagnosis of dementia. The intervention will help to understand the person’s cognitive status and the early onset dementia and support the planning of healthcare provision. We will create a hybrid solution that contributes to research related to Natural Language Understanding, AI healthcare applications, and insights into cognitive impairment assessment. In this paper we present a schematic visual representation of a hybrid modular conceptual framework of a conversational agent.
publishDate 2024
dc.date.none.fl_str_mv 2024
2024-11-25
2024
2024-11-09
2024
2024-11-09
dc.type.none.fl_str_mv book part
http://purl.org/coar/resource_type/c_3248
dc.type.openaire.fl_str_mv info:eu-repo/semantics/bookPart
format bookPart
dc.identifier.none.fl_str_mv https://hdl.handle.net/20.500.14468/24506
url https://hdl.handle.net/20.500.14468/24506
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
http://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Comares
publisher.none.fl_str_mv Comares
dc.source.none.fl_str_mv reponame:e-spacio. Repositorio Institucional de la UNED
instname:Universidad Nacional de Educación a Distancia
instname_str Universidad Nacional de Educación a Distancia
reponame_str e-spacio. Repositorio Institucional de la UNED
collection e-spacio. Repositorio Institucional de la UNED
repository.name.fl_str_mv
repository.mail.fl_str_mv
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