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Multimedia resource recommendation method and device

A multimedia resource and recommendation method technology, applied in the field of multimedia resource recommendation method and device, can solve the problems of non-adaptive diversity selection, high noise and the like

Inactive Publication Date: 2017-01-25
CHUANXIAN NETWORK TECH SHANGHAI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Using the above recommendation method, the diversity of videos comes from artificial rules (information such as video channels, interest tags, and uploader annotations), which has more noise and diversity selection is not adaptive

Method used

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  • Multimedia resource recommendation method and device
  • Multimedia resource recommendation method and device
  • Multimedia resource recommendation method and device

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0089] figure 1 A flowchart showing a method for recommending multimedia resources according to an embodiment of the present invention. Such as figure 1 As shown, the recommended method of the multimedia resource may include:

[0090] In step S101, according to the title information of each multimedia resource to be recommended, the characteristics of each multimedia resource to be recommended are respectively determined.

[0091] In step S102, according to the characteristics of each multimedia resource to be recommended, the category to which each multimedia resource to be recommended belongs is respectively determined.

[0092] In step S103, a multimedia resource recommendation result is generated according to the category to which each multimedia resource to be recommended belongs.

[0093] The multimedia resource (Multimedia) in the embodiment of the present invention may include various media forms such as text, sound, video, and image. Wherein, the multimedia reso...

Embodiment 2

[0145] Figure 5 A structural block diagram of an apparatus for recommending multimedia resources according to another embodiment of the present invention is shown. Figure 5 can be used to run Figure 1 to Figure 4 Shown video playback method.

[0146] Such as Figure 5 As shown, the device for recommending multimedia resources may include: a feature determination module 11, configured to determine the characteristics of each multimedia resource to be recommended according to the title information of each multimedia resource to be recommended; a category determination module 13, in conjunction with the Described feature determination module 11 is connected, is used for according to the feature of each described multimedia resource to be recommended, respectively determines the category that each described multimedia resource to be recommended belongs to; Recommendation result generation module 15 is connected with described category determination module 13, uses and genera...

Embodiment 3

[0167] Figure 9 Another structural block diagram of an apparatus for recommending multimedia resources according to another embodiment of the present invention is shown. The device 1100 for recommending multimedia resources may be a host server with computing capabilities, a personal computer PC, or a portable portable computer or terminal. The specific embodiments of the present invention do not limit the specific implementation of the computing nodes.

[0168] The apparatus 1100 for recommending multimedia resources includes a processor (processor) 1110 , a communication interface (Communications Interface) 1120 , a memory (memory) 1130 and a bus 1140 . Wherein, the processor 1110 , the communication interface 1120 , and the memory 1130 communicate with each other through the bus 1140 .

[0169] The communication interface 1120 is used for communicating with network devices, where the network devices include, for example, a virtual machine management center, shared storag...

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Abstract

The invention relates to a multimedia resource recommendation method and device. The multimedia resource recommendation method comprises the steps that characteristics of multimedia resources to be recommended are respectively determined according to header information of multimedia resources to be recommended; the categories to which the multimedia resources to be recommended belong to are respectively determined; multimedia resource recommendation results are generated according to the categories to which the multimedia resources to be recommended belong to. By the adoption of the multimedia resource recommendation method, the categories of the multimedia resources in recommended information can be enriched, and the diversity of the multimedia resources is improved.

Description

technical field [0001] The invention relates to the field of multimedia, in particular to a method and device for recommending multimedia resources. Background technique [0002] In the Internet era, especially the mobile Internet era, how to provide users with timely and valuable information is a hot research topic for many Internet companies. In recent years, with the development of machine learning systems, recommender systems have begun to support personalized recommendation strategies. [0003] At present, most of the recommendations for multimedia resources are devoted to improving the prediction accuracy of the recommendation system, so as to increase the click-through rate of the recommended information. In related technologies, the diversity of multimedia resources is often not considered much. Taking video recommendation as an example, the diversity of videos often depends on information such as video channels, interest tags, and uploader annotations, for example...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/435
Inventor 刘荣赵磊单明辉王建宇顾思斌潘柏宇王冀
Owner CHUANXIAN NETWORK TECH SHANGHAI
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