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A similar information recommendation method, device, equipment and storage medium

A technology of information recommendation and similarity, applied in the field of information processing, can solve the problems of low data volume of training model, poor discriminant model, and high cost, and achieve the effect of improving user viscosity, user experience and quality.

Active Publication Date: 2020-08-18
云南腾云信息产业有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Usually, the collection process of problem similarity data requires manual labeling, but manual labeling is very expensive and time-consuming, and cannot generate a large amount of problem similarity data, resulting in a small amount of data used in the training model, and the trained problem discrimination model is not good.

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  • A similar information recommendation method, device, equipment and storage medium
  • A similar information recommendation method, device, equipment and storage medium
  • A similar information recommendation method, device, equipment and storage medium

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Embodiment Construction

[0047] The technical solutions in the embodiments of the present specification will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present specification. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present invention.

[0048] It should be noted that the terms "first", "second" and the like in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the invention described herein can be practiced in se...

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Abstract

The invention discloses a similar information recommendation method, device, equipment and storage medium. The method includes: acquiring a natural dialogue data set and an information similarity data set; An information discrimination model; acquiring user input information; passing the user input information into the similar information discrimination model to obtain a similarity letter corresponding to the user input information. The present invention uses the natural dialogue data set as the training data, which can ensure the training of a good similar information discrimination model and improve the quality of information recommendation in the case of less information similarity data sets.

Description

technical field [0001] The present invention relates to the technical field of information processing, and in particular, to a similar information recommendation method, apparatus, device and storage medium. Background technique [0002] Existing techniques for calculating problem similarity mainly collect problem similarity data, and then train a problem similarity discrimination model by maximizing the likelihood probability of the data set. The input of the model is question 1 and question 2, and the output is The similarity between the two questions; finally, according to the question raised by the user, the similarity is calculated with each question in the question database, and the question with higher similarity is recommended for the user. [0003] Usually, the collection process of problem similarity data requires manual annotation, and manual annotation is very expensive and time-consuming, and a large amount of problem similarity data cannot be generated, resulti...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/335G06K9/62
CPCG06F18/214
Inventor 林芬
Owner 云南腾云信息产业有限公司