Decision-tree-based translator classification method

A classification method, decision tree technology, applied in the field of translator classification based on decision tree, can solve the problem of low translation efficiency

Inactive Publication Date: 2015-04-29
IOL WUHAN INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0004] One of the purposes of the present invention is to provide a decision tree-based translator classification method to solve the problem of low translation efficiency for classification on translation platforms in the prior art

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Embodiment Construction

[0012] In the following detailed description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. However, it will be understood by those skilled in the art that the present invention may be practiced without these specific details. In other instances, well-known methods, procedures, components and circuits have not been described in detail so as not to obscure the present invention.

[0013] In order to facilitate a faster understanding of this solution, a brief description of the terms used in the following:

[0014] Information entropy, let X be a discrete random variable with finite values, and its probability distribution is P(X=x i ) = p i ,i=1,2,...,n, then the information entropy of random variable X is defined as:

[0015] H ( p ) = - Σ i = 1 ...

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Abstract

The invention discloses a decision-tree-based translator classification method, which comprises the following steps of acquiring the basic information and / or the historical information of an object to be classified, extracting at least one characteristic in the basic information and / or the historical information, and taking each characteristic as a decision influence factor; performing judgment according to a generation sequence of a corresponding decision tree in the decision trees of different classes with the decision influence factors; determining the class to which the object to be classified belongs according to a judgment result. According to the method, objective data and information are extracted from the basic information and the historical information, and the decision trees are used for judging the data and the information, so that the reliability is greatly improved, a translator is prevented from being manually tested, human and material cost is lowered, and the translation efficiency can be remarkably improved.

Description

technical field [0001] The invention belongs to the technical field of data classification, in particular to a method for classifying translators based on a decision tree. Background technique [0002] At present, the translation service industry is developing in the direction of large-scale industrialization. An important prerequisite for the industrialization of the translation service industry is to realize the informatization of translation services, that is, to realize the informatization of translation work by using high-tech means of the information age such as computers, auxiliary translation software, the Internet, and digital technology. On the cloud translation platform, determining the professional category attribute of the translator can better match the manuscript with the translator. [0003] In the past, the determination of the professional category attributes of translators was only to analyze the category attributes of the past documents translated by the...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06F17/28
CPCG06F16/285
Inventor 江潮张芃
Owner IOL WUHAN INFORMATION TECH CO LTD
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