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Data annotation platform for expanding merchandise varieties and data annotation method

A data and platform technology, applied in the field of data labeling and data labeling platform, can solve the problems of time-consuming data labeling and difficulty in ensuring accuracy, and achieve the effect of improving efficiency, improving accuracy and ensuring quality

Inactive Publication Date: 2015-09-23
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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  • Abstract
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Problems solved by technology

[0005] The purpose of the present invention is to provide a data labeling platform for expanding commodity categories and a data labeling method using it to solve the problems that the existing data labeling methods are very time-consuming and difficult to ensure accuracy

Method used

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  • Data annotation platform for expanding merchandise varieties and data annotation method
  • Data annotation platform for expanding merchandise varieties and data annotation method

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Embodiment Construction

[0023] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0024] In the data tagging platform for expanding commodity categories provided by the present invention, the task management module imports the data to be tagged and the tagging method, the data tagging module performs data tagging on the tagged data to obtain the tagged data, and the data verification module verifies the tagged data, The model training module performs model training on the verified labeled data, and outputs the training model. Using this data labeling platform can solve the problems that the existing data labeling methods are very time-consuming and difficult to guarantee accuracy.

[0025] like figure 1 as shown, figure 1 It is a schematic structural diagram of a data labeling platform for expanding ...

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Abstract

The invention discloses a data annotation platform for expanding merchandise varieties and a data annotation method. The platform comprises a task management module, a data annotation module, a data checking module and a model training module, wherein the task management module imports data to be annotated and an annotation mode; the data annotation module carries out data annotation on the data to be annotated to obtain annotated data; the data checking module checks the annotated data; and the model training module carries out model training on the checked annotated data to output a training model. When the data annotation platform is used, the problems that long time is consumed, and the accuracy rate cannot be easily ensured in the conventional data annotation mode can be solved.

Description

technical field [0001] The invention relates to the field of e-commerce, in particular to a data labeling platform for expanding commodity categories and a data labeling method using the same. Background technique [0002] Due to the popularity of online shopping, merchants need to deal with various problems of users, and users need to inquire about information of various commodities. When the volume of consultation is too large, human customer service will inevitably be unable to handle it, and only then has the development of a new technology called intelligent customer service. An example of intelligent customer service is the intelligent response system, which analyzes the user's historical problems and trains the model to judge the user's new problem and achieve the purpose of automatic reply. The source of the user's question data mainly comes from the dialogue between the user and the merchant's customer service. Of course, it is only necessary to take the user's que...

Claims

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Application Information

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IPC IPC(8): G06Q30/00G06F17/30
Inventor 景亮
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD
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