Dispute case winning rate prediction method and device, computer equipment and storage medium
A prediction method and case technology, applied in the computer field, can solve problems such as low efficiency and low accuracy of results, and achieve the effect of increasing accuracy and efficiency
Pending Publication Date: 2020-04-21
SHENZHEN QIANHAI HUANRONG LIANYI INFORMATION TECH SERVICES CO LTD
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Problems solved by technology
In order to reduce judicial losses caused by financial disputes, financial companies often need to spend a lot of manpower and material resources to extract key elements of financial lending disputes from existing cases, and then predict the winning rate based on personal experience and key elements. The accuracy of the results is not high, and the efficiency is low
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[0066]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0067] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.
[0068] It should also be understood that the terminology used i...
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The invention relates to a dispute case winning rate prediction method and apparatus, a computer device and a storage medium. The method comprises the steps of obtaining a dispute case needing to be predicted; carrying out key element extraction on a dispute case needing to be predicted to obtain key elements of the case; carrying out word vectorization on the key elements of the case and then inputting the key elements into a winning rate prediction model to carry out winning rate prediction to obtain a winning rate estimation value; sending the winning rate estimated value to the terminal tobe displayed on the terminal; wherein the winning rate prediction model is obtained by taking key elements with complaint and complaint category labels as a sample set to train a classification modelafter word vectors are performed on the key elements. According to the invention, key element extraction is carried out on a dispute case needing to be predicted; according to the method, feature extraction is performed on dispute cases, regular expression matching elements or entity recognition model extraction elements are performed according to whether formats of documents are standard or not,and key elements of the cases are input into a winning rate prediction model to perform corresponding winning rate prediction, so that the accuracy and efficiency of dispute case winning rate prediction are improved.
Description
technical field [0001] The present invention relates to a computer, and more specifically refers to a method, device, computer equipment and storage medium for predicting the winning rate of a dispute case. Background technique [0002] For financial companies, financial disputes are often involved. Financial disputes refer to disputes between financial institutions and citizens, legal persons and other organizations, and between financial institutions due to monetary accommodation. In order to reduce judicial losses caused by financial disputes, financial companies often need to spend a lot of manpower and material resources to extract key elements of financial lending disputes from existing cases, and then predict the winning rate based on personal experience and key elements. The result is not accurate and the efficiency is low. [0003] Therefore, it is necessary to design a method to increase the accuracy and efficiency of the prediction of the winning rate of dispute ...
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Login to View More IPC IPC(8): G06Q10/04G06Q40/00G06Q50/18G06N3/04G06N3/08
CPCG06Q10/04G06Q40/00G06Q50/18G06N3/08G06N3/045
Inventor 何海龙李如先申志彬
Owner SHENZHEN QIANHAI HUANRONG LIANYI INFORMATION TECH SERVICES CO LTD