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Heat prediction method, device and equipment based on machine learning and storage medium

A technology of machine learning and forecasting methods, applied in the field of machine learning, can solve the problems of poor timeliness of popular products, shorten the production process and improve the timeliness of forecasting

Pending Publication Date: 2019-08-23
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the existing schemes for discovering the popularity of video-related products, the relevant popular products are obtained through data mining and analysis by collecting relevant news after the broadcast of film and television dramas, resulting in poor timeliness in predicting popular products.

Method used

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  • Heat prediction method, device and equipment based on machine learning and storage medium
  • Heat prediction method, device and equipment based on machine learning and storage medium
  • Heat prediction method, device and equipment based on machine learning and storage medium

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Embodiment Construction

[0028] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0029] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the invention described herein can be practiced in sequences other than those illustrate...

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Abstract

The invention relates to a heat prediction method, device and system based on machine learning. The method comprises the steps of obtaining user behavior information generated when a target video is played; determining object information in which a user is interested in the target video according to the user behavior information; and carrying out heat prediction on the object information based ona heat prediction model to obtain heat object information in the target video, and more accurately mining commodities around the video. Feedback statistics is replaced with model prediction, the prediction timeliness of hot objects in the video is greatly improved, and the production shelving process of the commodities is shortened.

Description

technical field [0001] The present disclosure relates to the technical field of machine learning, and in particular to a heat prediction method, device, equipment and storage medium based on machine learning. Background technique [0002] Watching online videos has become a common way of daily entertainment. Some props, clothing, accessories and other items that appear in popular film and television programs are often favored by consumers with the popularity of film and television programs. Online video service providers have also successively launched online shopping mall services combined with film and television programs to sell peripheral products related to film and television content to video users. [0003] At present, for discovering peripheral products of film and television drama programs, it mainly relies on the post-feedback mechanism: through the analysis of Weibo, WeChat circle of friends, video comments and other news related to film and television dramas, the...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02H04N21/442
CPCG06Q30/0202H04N21/44218H04N21/44222
Inventor 俄万有
Owner TENCENT TECH (SHENZHEN) CO LTD
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