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CDMBE: A Case Description Model Based on Evidence
By combining the advantages of argument map and Bayesian network, a case description model based on evidence (CDMBE), which is suitable to continental law system, is proposed to describe the criminal cases. The logic of the model adopts the credibility logical reason and gets evidence-based reasonin...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4569788/ https://www.ncbi.nlm.nih.gov/pubmed/26421006 http://dx.doi.org/10.1155/2015/470818 |
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author | Zhu, Jianlin Yang, Xiaoping Zhou, Jing |
author_facet | Zhu, Jianlin Yang, Xiaoping Zhou, Jing |
author_sort | Zhu, Jianlin |
collection | PubMed |
description | By combining the advantages of argument map and Bayesian network, a case description model based on evidence (CDMBE), which is suitable to continental law system, is proposed to describe the criminal cases. The logic of the model adopts the credibility logical reason and gets evidence-based reasoning quantitatively based on evidences. In order to consist with practical inference rules, five types of relationship and a set of rules are defined to calculate the credibility of assumptions based on the credibility and supportability of the related evidences. Experiments show that the model can get users' ideas into a figure and the results calculated from CDMBE are in line with those from Bayesian model. |
format | Online Article Text |
id | pubmed-4569788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-45697882015-09-29 CDMBE: A Case Description Model Based on Evidence Zhu, Jianlin Yang, Xiaoping Zhou, Jing Comput Intell Neurosci Research Article By combining the advantages of argument map and Bayesian network, a case description model based on evidence (CDMBE), which is suitable to continental law system, is proposed to describe the criminal cases. The logic of the model adopts the credibility logical reason and gets evidence-based reasoning quantitatively based on evidences. In order to consist with practical inference rules, five types of relationship and a set of rules are defined to calculate the credibility of assumptions based on the credibility and supportability of the related evidences. Experiments show that the model can get users' ideas into a figure and the results calculated from CDMBE are in line with those from Bayesian model. Hindawi Publishing Corporation 2015 2015-09-01 /pmc/articles/PMC4569788/ /pubmed/26421006 http://dx.doi.org/10.1155/2015/470818 Text en Copyright © 2015 Jianlin Zhu et al. https://creativecommons.org/licenses/by/3.0/ 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 Zhu, Jianlin Yang, Xiaoping Zhou, Jing CDMBE: A Case Description Model Based on Evidence |
title | CDMBE: A Case Description Model Based on Evidence |
title_full | CDMBE: A Case Description Model Based on Evidence |
title_fullStr | CDMBE: A Case Description Model Based on Evidence |
title_full_unstemmed | CDMBE: A Case Description Model Based on Evidence |
title_short | CDMBE: A Case Description Model Based on Evidence |
title_sort | cdmbe: a case description model based on evidence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4569788/ https://www.ncbi.nlm.nih.gov/pubmed/26421006 http://dx.doi.org/10.1155/2015/470818 |
work_keys_str_mv | AT zhujianlin cdmbeacasedescriptionmodelbasedonevidence AT yangxiaoping cdmbeacasedescriptionmodelbasedonevidence AT zhoujing cdmbeacasedescriptionmodelbasedonevidence |