Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Jianlin, Yang, Xiaoping, Zhou, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
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
_version_ 1782390103652433920
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