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An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model

Clinical psychology is a branch of applied psychology. Clinical psychology has a clear understanding of individual behavior ability and behavior characteristics through psychological measurement analysis, observation, and other methods and combines the situation learned from individual psychosomatic...

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Detalles Bibliográficos
Autores principales: Su, Junli, Wang, Dongyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986373/
https://www.ncbi.nlm.nih.gov/pubmed/35401715
http://dx.doi.org/10.1155/2022/7584675
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author Su, Junli
Wang, Dongyang
author_facet Su, Junli
Wang, Dongyang
author_sort Su, Junli
collection PubMed
description Clinical psychology is a branch of applied psychology. Clinical psychology has a clear understanding of individual behavior ability and behavior characteristics through psychological measurement analysis, observation, and other methods and combines the situation learned from individual psychosomatic diagnosis and life history with the observation and analysis of individual living conditions. Psychological quality and its evaluation methods have been widely used in many fields, which has greatly promoted the development of this field. However, the current assessment methods are mainly based on a simple statistical analysis, and the results are not accurate. To this end, this article proposes the analytic hierarchy process (AHP) and least-squares support vector regression algorithm (LSSVR). Specifically, through the construction of the specific object's psychological quality evaluation index system, the design and implementation of the psychological quality evaluation model based on AHP-LSSVR and the proposed method were discussed in the experiment.
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spelling pubmed-89863732022-04-07 An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model Su, Junli Wang, Dongyang Comput Intell Neurosci Research Article Clinical psychology is a branch of applied psychology. Clinical psychology has a clear understanding of individual behavior ability and behavior characteristics through psychological measurement analysis, observation, and other methods and combines the situation learned from individual psychosomatic diagnosis and life history with the observation and analysis of individual living conditions. Psychological quality and its evaluation methods have been widely used in many fields, which has greatly promoted the development of this field. However, the current assessment methods are mainly based on a simple statistical analysis, and the results are not accurate. To this end, this article proposes the analytic hierarchy process (AHP) and least-squares support vector regression algorithm (LSSVR). Specifically, through the construction of the specific object's psychological quality evaluation index system, the design and implementation of the psychological quality evaluation model based on AHP-LSSVR and the proposed method were discussed in the experiment. Hindawi 2022-03-30 /pmc/articles/PMC8986373/ /pubmed/35401715 http://dx.doi.org/10.1155/2022/7584675 Text en Copyright © 2022 Junli Su and Dongyang Wang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Su, Junli
Wang, Dongyang
An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title_full An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title_fullStr An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title_full_unstemmed An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title_short An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model
title_sort intelligent clinical psychological assessment method based on ahp-lssvr model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986373/
https://www.ncbi.nlm.nih.gov/pubmed/35401715
http://dx.doi.org/10.1155/2022/7584675
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