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A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate
The judgment service rate is an important index to reflect the fairness of the judgment of legal cases in a certain area, which is of great significance to verify the accuracy of a court judgment. In this paper, a grey neural network model combining grey system theory and BP neural network algorithm...
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/PMC9023205/ https://www.ncbi.nlm.nih.gov/pubmed/35463227 http://dx.doi.org/10.1155/2022/7364375 |
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author | Zhao, Gang Shi, Huibin Wang, Jifa |
author_facet | Zhao, Gang Shi, Huibin Wang, Jifa |
author_sort | Zhao, Gang |
collection | PubMed |
description | The judgment service rate is an important index to reflect the fairness of the judgment of legal cases in a certain area, which is of great significance to verify the accuracy of a court judgment. In this paper, a grey neural network model combining grey system theory and BP neural network algorithm is proposed to predict the index. Analyze the judgment service rate of the court judgment system, and build a prediction system based on the completion rate, completion rate, plaintiff satisfaction, defendant satisfaction, litigation time, property preservation cycle, document delivery time, implementation information disclosure rate, and other key indicators. Through example analysis, it is proved that the combined model of the grey prediction model and BP neural network has a small error and good simulation effect on the prediction of court decision-making service rate, which can better promote the development of court and society. |
format | Online Article Text |
id | pubmed-9023205 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90232052022-04-22 A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate Zhao, Gang Shi, Huibin Wang, Jifa Comput Intell Neurosci Research Article The judgment service rate is an important index to reflect the fairness of the judgment of legal cases in a certain area, which is of great significance to verify the accuracy of a court judgment. In this paper, a grey neural network model combining grey system theory and BP neural network algorithm is proposed to predict the index. Analyze the judgment service rate of the court judgment system, and build a prediction system based on the completion rate, completion rate, plaintiff satisfaction, defendant satisfaction, litigation time, property preservation cycle, document delivery time, implementation information disclosure rate, and other key indicators. Through example analysis, it is proved that the combined model of the grey prediction model and BP neural network has a small error and good simulation effect on the prediction of court decision-making service rate, which can better promote the development of court and society. Hindawi 2022-04-14 /pmc/articles/PMC9023205/ /pubmed/35463227 http://dx.doi.org/10.1155/2022/7364375 Text en Copyright © 2022 Gang Zhao et al. 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 Zhao, Gang Shi, Huibin Wang, Jifa A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title | A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title_full | A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title_fullStr | A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title_full_unstemmed | A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title_short | A Grey BP Neural Network-Based Model for Prediction of Court Decision Service Rate |
title_sort | grey bp neural network-based model for prediction of court decision service rate |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023205/ https://www.ncbi.nlm.nih.gov/pubmed/35463227 http://dx.doi.org/10.1155/2022/7364375 |
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