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Information recommendation method, device and equipment and storage medium

A recommendation method and a technology for recommending information, applied in the Internet field, can solve problems such as low accuracy

Pending Publication Date: 2020-10-20
喜大(上海)网络科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide an information recommendation method, device, equipment and storage medium for the technical problem of low accuracy of the results recommended by traditional methods

Method used

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  • Information recommendation method, device and equipment and storage medium
  • Information recommendation method, device and equipment and storage medium
  • Information recommendation method, device and equipment and storage medium

Examples

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Embodiment Construction

[0023] In order to make the purpose, technical solutions and advantages of the present application clearer, the technical solutions in the embodiments of the present application will be further described in detail through the following embodiments in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

[0024] It should be noted that the execution subject of the following method embodiments may be an information recommending device, and the device may be implemented as part or all of computer equipment through software, hardware, or a combination of software and hardware. Optionally, the computer device may be a personal computer PC (personal computer), a mobile terminal, a portable device, and other electronic devices that have data processing functions and can interact with external devices or users. This embodiment does not spec...

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Abstract

The invention relates to an information recommendation method and a device, equipment and a storage medium. The method comprises the steps of obtaining historical behavior sequence data of a current user for information and an identifier of each piece of to-be-recommended information; inputting the historical behavior sequence data and each identifier into a preset prediction model, and obtaininga behavior prediction value of the current user for each piece of to-be-recommended information based on a plurality of pieces of sub-sequence data corresponding to the historical behavior sequence data, wherein the prediction model is a multi-target prediction model; and sorting the behavior prediction values of the to-be-recommended information, and recommending the information to the current user according to a sorting result. According to the method, the associated information between different sub-sequence data in the same historical behavior sequence data and the to-be-recommended information is fully combined, so that the prediction angle is more comprehensive, and the accuracy of the prediction result is improved.

Description

technical field [0001] The present application relates to the Internet field, in particular to an information recommendation method, device, equipment and storage medium. Background technique [0002] With the continuous development of big data technology and the explosive growth of various information, the way people obtain information has gradually changed from active acquisition to passive acquisition. Recommendation is the most common way to passively acquire information. That is, big data analysis can push information to users more accurately. Wherein, the information may be video, audio, album and so on. [0003] In traditional technologies, computer equipment can collect user feedback on information, and use the feedback to make personalized information recommendations for users. Wherein, the feedback status may include positive feedback information such as interest in information and high quality information content, or negative feedback information such as not int...

Claims

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Application Information

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IPC IPC(8): G06F16/9535
CPCG06F16/9535Y02D10/00
Inventor 胡志超
Owner 喜大(上海)网络科技有限公司
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