Text based commodity classification treatment method and system

A processing method and commodity technology, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve the problems of slow classification speed, multiple labor costs, inconsistent classification results, etc., and achieve the effect of accurate classification

Inactive Publication Date: 2014-03-19
CENTURY HEGUANG TECH DEV BEIJING
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  • Summary
  • Abstract
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Problems solved by technology

This method has the following disadvantages: 1. A large amount of commodity classification work consumes too much labor cost
2. With the continuous expansion of the website scale, due to the slow speed of manual selection and classification, many products cannot be uploaded to the website in time, thus missing trading opportunities
3. Manual classification will cause inconsistencies in classification results due to different understandings of product characteristics by different people

Method used

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  • Text based commodity classification treatment method and system
  • Text based commodity classification treatment method and system
  • Text based commodity classification treatment method and system

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Embodiment Construction

[0030] The following and accompanying appendices illustrating the principles of the invention Figure 1 A detailed description of one or more embodiments of the invention is provided together. The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims and the invention encompasses numerous alternatives, modifications and equivalents. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. These details are provided for the purpose of example and the invention may be practiced according to the claims without some or all of these specific details.

[0031] The basis of this technical solution is: the e-commerce website itself has accumulated a large number of commodities, and there is an organizational structure of commodity categories. refer to figure 1 , the specific embodiment...

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Abstract

The invention provides a text based commodity classification treatment method and system. The text based commodity classification treatment method comprises extracting text format of commodity data from a commodity database; grouping the commodity data and performing feature extraction; constructing out a classifier through a training document according to a probability model; performing classification on the commodity data. According to the text based commodity classification treatment method and system, the automatic classification on the commodity data is achieved and the classification speed is high and the text based commodity classification treatment method and system is suitable for the commodity classification treatment of high-volume electronic commerce websites due to the fact that the machine learning mode is adopted.

Description

technical field [0001] The invention relates to the field of Internet e-commerce, in particular to a text-based commodity classification processing method and system realized by using a computer. Background technique [0002] With the rapid development of the Internet, more and more commodities are sold through e-commerce. It is more important to quickly and accurately classify the commodities sold. Commodity classification is the process of selecting appropriate classification marks for the convenience of consumers, and systematically dividing them into major categories, medium categories, small categories, varieties, designs, specifications, etc. Accurate classification is helpful for e-commerce enterprises to organize and manage commodities in a more orderly manner. And specific to e-commerce websites, product classification is the process of classifying some new products into an existing category. [0003] In the current Internet e-commerce website, there are still ma...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06F17/27
Inventor 王冬杰朱勇勇
Owner CENTURY HEGUANG TECH DEV BEIJING
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