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Similar defect recommendation method fusing multiple features and related device

A multi-feature and defect technology, applied in the field of similar defect recommendation that integrates multiple features, can solve the problems of less effective information, redundant information, poor recommendation effect, etc., and achieve the effect of narrowing the scope of comparison and improving efficiency.

Pending Publication Date: 2022-03-01
HANGZHOU DOUKU SOFTWARE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, the existing recall recommendation methods mostly deal with long text or numerical data, and the effective information available in short text is less and the information redundancy causes poor recommendation effect.

Method used

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  • Similar defect recommendation method fusing multiple features and related device
  • Similar defect recommendation method fusing multiple features and related device
  • Similar defect recommendation method fusing multiple features and related device

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Embodiment Construction

[0028] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0029] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method...

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Abstract

The embodiment of the invention discloses a similar defect recommendation method fusing multiple features and a related device, and the method comprises the steps: obtaining defect data, carrying out the data processing of a defect title in the defect data, and obtaining the input data used for a multi-path recall model; inputting the input data into a multi-path recall model to obtain a recall data set; the defect data and the recall data set are input into a recommendation model for defect similarity comparison, and a similarity result arranged in an inverted order is obtained; and recommending a similarity result to the user. By adopting the embodiment of the invention, the defect comparison range can be narrowed, and the similar defect comparison efficiency is further improved.

Description

technical field [0001] The present application relates to the field of electronic technology, and in particular to a method and a related device for merging multiple features to recommend similar defects. Background technique [0002] At present, in the information age, users are also faced with the problem of information redundancy while obtaining massive amounts of information. The recommendation system can quickly help users locate the target information, establish the connection between the user's retrieval target and the database data through the processing of the recommendation algorithm, and realize the goal of providing personalized recommendations to users. [0003] However, the existing recall recommendation methods mostly deal with long text or numerical data, and the effective information available in short text is less and information redundancy causes poor recommendation effect. Contents of the invention [0004] The embodiment of the present application pro...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F16/36G06F40/242G06F40/284
CPCG06F16/3344G06F16/3335G06F16/374G06F40/242G06F40/284
Inventor 付聪聪
Owner HANGZHOU DOUKU SOFTWARE TECH CO LTD
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