Criminal case judging result measurement method and system

Abstract

The invention discloses a criminal case judging result measurement method and a system for realizing the method. The method comprises the following steps of: establishing a judging model (constructinga label system and carrying out judging document structural analysis ad machine learning to obtain the judging model); substituting a prediction model which is constructed through a machine learningalgorithm into case data, so as to predict a judging result through the model; calculating a result deviation degree; and optimizing the model or the result. The system comprises a judging model establishment module, a prediction module and a deviation degree calculation module. The criminal case judging result measurement method and a system are capable of carrying out relatively scientific and accurate quantification on quality of cases judged by judges, providing intelligent assistance for the judges, and providing technical support for forming a uniform judging scale.

Description

technical field [0001] The invention belongs to the technical field of information data processing, and relates to a method for measuring criminal case judgment results and a system capable of realizing the method. Background technique [0002] Due to the differences and changes in the economic and social development and public security situation in different regions, the courts of each district need to adjust the sentencing standards of various crimes according to local conditions every year to meet the development requirements of local public security. For example, if a fine of 5,000 yuan is awarded in the same case, the impact on the parties is significantly different in first-tier cities than in third- and fourth-tier cities. Therefore, the judgments should not be exactly the same for different regions, which also brings certain difficulties to the sentencing of cases by judges. [0003] In actual cases, it often happens that one case has multiple sentencing circumstanc...

AI Technical Summary

Problems solved by technology

[0005] In the process of implementing sentencing standardization, the judicial management department hopes that the sentencing standards of criminal cases in the same area will be consistent. However, due to the large number of cases, the traditional manual random inspection method cannot efficiently and accurately find suspected cases with different sentences or large deviations in sentencing. case

At present, there is still a lack of a method that can scientifically measure the judgment results

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