Lawyer recommendation method based on neural network and related equipment
A neural network and recommendation method technology, applied in the field of lawyer recommendation methods and related equipment based on neural networks, can solve problems such as low case processing efficiency, lawyer time conflicts, increased communication costs, etc., to improve accuracy and reliability, The effect of reducing communication costs and improving work efficiency
Active Publication Date: 2019-11-15
CHINA PING AN PROPERTY INSURANCE CO LTD
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Problems solved by technology
[0003] With more and more litigation cases, intelligent lawyer recommendation is particularly important. At present, in the field of lawyer recommendation, users usually don't know what a certain lawyer's area of expertise is, or even know what channel to find a lawyer, or according to the case Type recommends lawyers with a high success rate for the same type of cases to users. There may be time conflicts with the same lawyer, which increases communication costs and lowers case handling efficiency.
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[0048] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0049] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof.
[0050] figure 1 It is an overall flowchart of a neural network-based lawyer ...
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The invention relates to the technical field of big data, in particular to a lawyer recommendation method and related device based on a neural network, and the method comprises the steps: obtaining lawyer information of a plurality of lawyers, and generating a lawyer information base; establishing different lawyer recommendation routing ports according to lawyer information parameters in the lawyer information base; receiving a lawyer recommendation application initiated by the case tracker, and screening a lawyer set A corresponding to the feature information of the case from a lawyer information base through a lawyer recommendation routing port according to the to-be-processed case information in the lawyer recommendation application; and calculating through the memory neural network model and the Hamming distance to obtain a historical agent case, similar to the to-be-processed case, of each lawyer in the lawyer set A, calculating a competency rate, and selecting the lawyer with thehighest competency rate to recommend to the case tracking party. The centralized processing of the server is dispersed, the working efficiency of the server is improved, the load is reduced, the accuracy and credibility of lawyer recommendation are improved, and the communication cost is reduced.
Description
technical field [0001] The present invention relates to the field of big data technology, in particular to a neural network-based lawyer recommendation method and related equipment. Background technique [0002] With the progress of society and the advent of the information age, people's legal awareness and legal needs are constantly expanding with the improvement of the quality of life. Factors such as high barriers to entry for the lawyer industry, shallow legal knowledge of users, and limitations in communication means and channels between lawyers and practitioners have led to an insurmountable barrier between the traditional lawyer industry and people's daily life. Different lawyers are familiar with and specialize in different fields, for example, some lawyers specialize in the insurance field, and some lawyers specialize in the economic field. [0003] With more and more litigation cases, intelligent lawyer recommendation is particularly important. At present, in the ...
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IPC IPC(8): G06F16/2457G06N3/04G06Q50/18
CPCG06F16/2457G06Q50/18G06N3/044G06N3/045
Inventor 蔡智晓赵生安
Owner CHINA PING AN PROPERTY INSURANCE CO LTD