Object classification method and device applied to quotation

Abstract

The invention discloses an object classification method and device applied to quotation, and relates to the technical field of computers. A specific embodiment of the method comprises the steps of receiving a target object, and obtaining name information and physical attributes of the target object; inputting name information of the target object into the text classification model to determine a quotation industry to which the target object belongs; and determining a category identification model corresponding to the quotation industry, and inputting the physical attribute of the target objectinto the category identification model to obtain a quotation category to which the target object belongs. According to the embodiment of the invention, the commodities needing to be quoted can be classified into correct quoted categories through a two-stage model by using the structured data and the unstructured data of the commodities at the same time, and the accuracy is relatively high, so that workers are helped to better serve customers.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and device for classifying objects applied to quotations. Background technique [0002] In the existing logistics warehousing quotation system, there are two schemes for commodity transportation quotations, one is to calculate by re-bubble ratio, and the other is to quote logistics services by commodity category. The present invention mainly discusses the second mode. [0003] In the mode of quoting according to commodity categories, it mainly lies in the classification of commodities. There are two ways: [0004] 1) Traditional method: use support vector machine, logistic regression, random forest and other methods to classify commodities; [0005] 2) In recent years, convolutional neural networks and long-short-term memory networks have been used to classify commodities. [0006] In the process of realizing the present invention, the inventor finds that there are a...

AI Technical Summary

Problems solved by technology

[0010] In view of this, the embodiments of the present invention provide a method and device for classifying objects applied to quotations, which can at least solve the existing problems of inaccurate classification of commodities and inaccurate quotations due to only considering commodity names or physical attributes.

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