A data processing method, server and computer-readable medium
A data processing and original data technology, applied in the computer field, can solve the problems of low accuracy rate of named entity recognition, interference with the process of named entity recognition, etc., and achieve the effect of improving accuracy and speed
Active Publication Date: 2022-04-15
LAUNCH TECH CO LTD
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However, in the process of keyword matching, the abbreviation (abbreviation) of some words in the sentence and the addition of conjunctions after the long sentence is split will interfere with the recognition process of named entities, resulting in the accuracy of named entity recognition. lower
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[0027] The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application.
[0028] see figure 1 , is a schematic structural diagram of a data processing system provided in an embodiment of the present application. Wherein, the data processing system includes a terminal 10 and a server 20 . Communication between the terminal 10 and the server 20 is possible. Wherein, the terminal 10 includes, but is not limited to, smart phones, tablet computers, intelligent robots, and other electronic devices with image processing functions, voice recognition functions, or word processing functions. The server 20 can be a single server or a server cluster in the Internet.
[0029] The terminal 10 can receive the original data input by the user, and can send the original data to the server 20, and the server 20 can perform named entity recognition processing on the original data to obtai...
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The embodiment of the present application discloses a data processing method, server, and computer-readable medium, wherein the method may include: performing word segmentation processing on the received raw data sent by the terminal to obtain the first word segmentation result; querying from the preset graph structure Get out the node corresponding to at least one keyword that matches the first word segmentation result, according to the statistics of the number of occurrences of the node corresponding to the at least one keyword and the statistics of the parent associated with the node corresponding to the at least one keyword The number of occurrences of the node, the probability of occurrence of the first named entity associated with the at least one keyword, and the occurrence probability of the second named entity associated with the keyword corresponding to the parent node, calculate the occurrence probability of each named entity Probability: determine the target named entity from the various named entities according to the calculated probability. By adopting the embodiments of the present application, the accuracy and speed of named entity recognition can be improved.
Description
technical field [0001] The present application relates to the field of computer technology, in particular to a data processing method, server and computer readable medium. Background technique [0002] When performing keyword matching, the current keyword matching principle is usually to search for information related to a specific keyword in a sentence, or to use conditional random fields to perform named entity recognition on sentences to determine relevant information. However, in the process of keyword matching, the abbreviation (abbreviation) of some words in the sentence and the addition of conjunctions after the long sentence is split will interfere with the recognition process of named entities, resulting in the accuracy of named entity recognition. lower. Contents of the invention [0003] Embodiments of the present application provide a data processing method, a server, and a computer-readable medium, which can improve the accuracy and speed of named entity reco...
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IPC IPC(8): G06F40/284G06F40/295G06F16/903G06F16/36G06F16/33
CPCG06F40/295G06F40/284
Inventor 刘均刘新邓思超
Owner LAUNCH TECH CO LTD