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Coarse sorting method and device for video search engine, and electronic equipment

A technology of search engine and sorting method, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve the problems of low quality score of text relevance score and poor user experience, etc.

Active Publication Date: 2018-07-20
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For example, the following situation may occur: when the user wants to search for the theatrical version of "The Wind Rises", the keyword entered is "The Wind Rises Hayao Miyazaki". Then the coarse sorting stage will return a lot of related videos that accurately contain "The Wind Rises Hayao Miyazaki". These videos may be short videos with high text relevance scores but low quality scores, and may not return the text that the user wants The theatrical version of "The Wind Rises" with a low correlation score but a high quality score leads to poor user experience; In a specific episode, the input keyword is "piggy peggy injection". If the rough sorting process pays too much attention to the quality score and gives too high a weight to the quality, then the result of the rough sorting may put the small ones with high quality scores The results of Peppa Pig's album and movie episodes are ranked first. If the quality score of the episode "Piggy Peppa Injection" in online resources is not very high, you may not be able to search for this episode, resulting in poor user experience.

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  • Coarse sorting method and device for video search engine, and electronic equipment
  • Coarse sorting method and device for video search engine, and electronic equipment
  • Coarse sorting method and device for video search engine, and electronic equipment

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Embodiment Construction

[0105] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.

[0106] First, a kind of video search engine coarse sorting method provided by the embodiment of the present invention is introduced, and the method may include the following steps:

[0107] Get multiple videos to be sorted;

[0108] For each video to be sorted, obtain the score of the dimensional feature of the preset dimension;

[0109]For each video to be sorted, according to the score of the dimensional feature, use the preset weight value corresponding to each dimensional feature to calculate the total score of each video to be sorted; each of the preset dimensional features The corresponding weight value is obtained by training the video samples obtained from the saved search logs within the first preset time period by using a machine learning algorithm in advance;

[0...

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Abstract

The embodiment of the invention provides a coarse sorting method and device for a video search engine, and electronic equipment. The method comprises the following steps that: obtaining a plurality ofvideos to be sorted; aiming at each video to be sorted to obtain the score of the dimension feature of a preset dimension; aiming at each video to be sorted, using a weight value corresponding to each preset dimension feature to calculate to obtain the total score of each video to be sorted according to the score of the dimension feature; and according to the total score, sorting the plurality ofvideos to be sorted. By use of the embodiment of the invention, the search result of the video search engine can more conform to user requirements, and user experience is improved.

Description

technical field [0001] The invention relates to the technical field of video retrieval, in particular to a video search engine rough sorting method, device and electronic equipment. Background technique [0002] At present, when a video search engine performs a video search, it first obtains a large number of videos recalled through the keywords entered by the user; then performs rough sorting on the large number of recalled videos, and selects a small part of the videos to enter the fine sorting; according to the results of the fine sorting, Display the filtered videos to users as search results. [0003] Existing search engine ranking process such as figure 1 As shown, when performing video search based on the search term, it will search in the document library that stores videos in the form of documents, and then obtain a series of documents corresponding to the video corresponding to the search term from the document library, and then perform a rough search on the obtai...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06K9/62G06N99/00
CPCG06F16/735G06F16/738G06F16/7867G06N20/00G06F18/214
Inventor 赵晓萌陈英傑胡军
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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