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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-8986373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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