Picture recommending method, apparatus and system

A recommendation method and picture technology, applied in the field of communication, can solve the problems of affecting the picture recommendation effect, statistics are easy to fail, and the matching rate is low, so as to achieve the effect of improving the effect, avoiding the low matching rate, and improving the matching rate

Active Publication Date: 2015-11-11
TENCENT TECH (SHENZHEN) CO LTD +1
View PDF4 Cites 25 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] During the research and practice of the prior art, the inventors of the present invention found that when using the cosine method to calculate the correlation between pictures, the labels of different pictures need to be in the same label space. If the two labels are different in text, E

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Picture recommending method, apparatus and system
  • Picture recommending method, apparatus and system
  • Picture recommending method, apparatus and system

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0031] Example one

[0032] This embodiment will be described from the perspective of a recommending device for a picture, and the recommending device for a picture can be specifically integrated in a server and other equipment.

[0033] A method for recommending pictures, including: obtaining picture information of a current picture; obtaining a corresponding aggregated tag set according to the picture information; selecting a picture according to the aggregated tag set to generate a candidate pool of recommended pictures; calculating the current picture and the candidate pool The similarity of each picture in, the picture whose similarity exceeds the preset condition is regarded as the recommended picture, and the recommended picture is recommended.

[0034] Such as Figure 1b As shown, the specific process of the recommended method of the picture can be as follows:

[0035] 101. Obtain picture information of the current picture.

[0036] For example, if the user browses, searches, o...

Example Embodiment

[0062] Embodiment two

[0063] According to the method described in the first embodiment, an example will be given below for further detailed description.

[0064] In this embodiment, the description will be given by taking the specific integration of the picture recommendation device in the server as an example.

[0065] Such as figure 2 As shown, a picture recommendation method, the specific process can be as follows:

[0066] 201. The server obtains the original label of each picture.

[0067] For example, it is possible to collect the picture information of each picture, obtain the text description of the picture from the picture information, and perform word segmentation on the text description to determine the original tag.

[0068] For example, semantic signs such as "basketball, NBA" can be abstracted from the text "James assists, all shots in this field".

[0069] 202. Based on the semantic model, the server obtains original tags with the same, similar or related semantics to ob...

Example Embodiment

[0093] Embodiment three

[0094] In order to better implement the above method, an embodiment of the present invention also provides a picture recommendation device, such as Figure 3a As shown, the device for recommending the picture may include an information acquisition unit 301, a collection acquisition unit 302, a selection unit 303, a calculation unit 304, and a recommendation unit 305, as follows:

[0095] The information acquiring unit 301 is configured to acquire picture information of the current picture.

[0096] Wherein, the picture information may include the name and text description of the picture, and may also include information such as the size, format, and / or source address of the picture.

[0097] The collection obtaining unit 302 is configured to obtain a corresponding aggregation tag collection according to the picture information.

[0098] The selecting unit 303 is configured to select pictures according to the aggregation tag set to generate a candidate pool of r...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The embodiment of the present invention discloses a picture recommending method, apparatus and system. According to the embodiment of the present invention, tags with same, close or related semanteme are clustered to obtain clustered tags; then when picture recommendation needs to be carried out, picture information of a current picture is acquired; according to the picture information, a corresponding clustered tag set is acquired and according to the clustered tag set, a picture is selected to generate a candidate pool; and then a similarity between the current picture and each picture in the candidate pool is calculated and on the basis of the similarity, picture recommendation is carried out. According to the scheme, a matching ratio can be greatly improved, a statistical effect is strengthened, and a picture recommending effect is improved integrally.

Description

technical field [0001] The present invention relates to the field of communication technology, in particular to a picture recommendation method, device and system. Background technique [0002] Picture recommendation, also known as picture-related recommendation, refers to recommending relevant content to the user based on the content currently viewed by the user. For example, if the picture currently viewed by the user is St. Suggest pictures of churches or other buildings, etc. Picture recommendation is not only conducive to the promotion of picture information, but also can provide users with more potential resources that may be of interest, which is convenient for users to further search or obtain. Therefore, in the existing information promotion and other fields, how to optimize picture The recommendation is of great significance for improving the overall performance of the information promotion scheme. [0003] Traditional picture recommendation methods generally nee...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06F17/30
CPCG06F16/35G06F16/5866
Inventor 尹程果
Owner TENCENT TECH (SHENZHEN) CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap