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Intelligent law article recommendation auxiliary system based on FastText algorithm

An auxiliary system and algorithm technology, applied in computing, special data processing applications, instruments, etc., to achieve the effect of concise and clear calling interface, ease of use, and wide application range

Pending Publication Date: 2020-05-19
SICHUAN UNIV
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  • Claims
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AI Technical Summary

Problems solved by technology

[0003] The invention solves the technical problem by designing an intelligent legal article recommendation auxiliary system based on the FastText algorithm: it finally achieves a comprehensive and accurate recommendation of applicable legal articles for the description of the case, quickly analyzes the existing case facts through artificial intelligence, and then real-time , Accurately provide judges with pushes of applicable laws, including judicial interpretations, to assist judges in hearing cases

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  • Intelligent law article recommendation auxiliary system based on FastText algorithm
  • Intelligent law article recommendation auxiliary system based on FastText algorithm
  • Intelligent law article recommendation auxiliary system based on FastText algorithm

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Embodiment Construction

[0028] The idea, specific structure and technical effects of the present invention will be clearly and completely described below in conjunction with the embodiments and accompanying drawings, so as to fully understand the purpose, features and effects of the present invention. Apparently, the described embodiments are only some of the embodiments of the present invention, rather than all of them. Based on the embodiments of the present invention, other embodiments obtained by those skilled in the art without creative efforts belong to The protection scope of the present invention. In addition, all connection relationships mentioned in this article do not refer to the direct connection of components, but mean that a better connection structure can be formed by adding or reducing connection accessories according to specific implementation conditions. The various technical features in the invention can be combined interactively on the premise of not conflicting with each other. ...

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Abstract

The invention discloses an intelligent law article recommendation auxiliary system based on a FastText algorithm. The intelligent law article recommendation auxiliary system comprises a judgment document data set, a word vector text library, law word vectors, a document vector text library and a text classification model, wherein the judgment document data set is used for storing judgment documents; the word vector text library is used for storing text segment categories, and the document vector text library is used for storing text segment categories; each text segment category is the contentin the judgment document; the law word vector is obtained by taking a pre-trained general word vector as an initial vector and training the word vector text library by using a FastText unsupervised learning algorithm; and the text classification model is obtained by taking a trained law word vector as an initial vector and performing text classification on a document vector text library by usingthe FastText supervised learning algorithm. Applicable laws are comprehensively and accurately recommended for case description, a new thought is developed for providing judicial assistance work for artificial intelligence, and text classification models are established for various types of crimes such as cheating crimes, robbery, economic crimes or marriage dispute cases.

Description

technical field [0001] The invention belongs to the field of court trial auxiliary systems, in particular to an intelligent legal article recommendation auxiliary system based on the FastText algorithm. Background technique [0002] With the rapid development of social economy, the situation of litigation explosion has attracted more and more attention, and how to improve the efficiency of case handling has become an urgent problem to be solved. The continuous breakthrough of artificial intelligence in the judicial field just meets the need to improve the efficiency of litigation. For example, judges often face complex cases of different types at the same time, involving complicated laws and regulations, and judicial interpretations, especially judicial interpretations. The Supreme People’s Court often issues the latest judicial interpretations. It is obviously impossible for judges to handle different types of cases at the same time. If you memorize everything by heart, yo...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06Q50/18
CPCG06F16/353G06F16/355G06Q50/18Y02D10/00
Inventor 张世全贺巧琳胡兵张卫华杨超群庞彦燕严若冰
Owner SICHUAN UNIV
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