CN112559882A - Method for recommending default video color ring, server and readable storage medium - Google Patents
Method for recommending default video color ring, server and readable storage medium Download PDFInfo
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- 238000004422 calculation algorithm Methods 0.000 claims description 5
- 238000005070 sampling Methods 0.000 claims description 4
- 238000003066 decision tree Methods 0.000 claims description 2
- 238000007637 random forest analysis Methods 0.000 claims description 2
- 238000012163 sequencing technique Methods 0.000 claims 1
- 238000004891 communication Methods 0.000 abstract description 5
- 238000010586 diagram Methods 0.000 description 7
- 238000011161 development Methods 0.000 description 5
- 230000003287 optical effect Effects 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 230000006399 behavior Effects 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
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- G06F16/9535—Search customisation based on user profiles and personalisation
Abstract
The invention discloses a method for recommending default video color ring, a server and a readable storage medium, relates to the technical field of communication, and aims to solve the problem that the default video color ring cannot be accurately recommended to a user at a call opposite end. The method comprises the following steps: acquiring video color ring back tone content preference types of all second terminal users communicating with a first terminal user; selecting a default video color ring recommendation type from all the video color ring content preference types; and acquiring the video color ring back tone content corresponding to the default video color ring back tone recommendation type so as to push the video color ring back tone content to the second terminal for displaying when the first terminal user and the second terminal user are in conversation. The embodiment of the invention can be applied to a video color ring server.
Description
Technical Field
The invention relates to the technical field of communication, in particular to a method for recommending default video color ring, a server and a readable storage medium.
Background
The default video color ring is that when the user of the call terminal does not actively order the video color ring content pushed by the call opposite-end user, the operator system server automatically plays the default video color ring content to the call opposite-end user corresponding to the call terminal.
In the prior art, an operator system server randomly configures a fixed number of default video ring back tones for a call terminal user, for example: 10, when a user at the opposite end of the call initiates a call to the call terminal, the operator system server selects one of the default color ring tones with the fixed number to push the selected color ring tone to the opposite end of the call for playing.
However, in the existing method for pushing the default video color ring, the pushed video color ring content may not be accurate enough, so that the interest of the user at the opposite end of the call on the video color ring content cannot be aroused, and the popularization and development efficiency of the video color ring is not high.
Disclosure of Invention
The embodiment of the invention provides a method for recommending a default video color ring, a server and a readable storage medium, which are used for solving the problem that the default video color ring cannot be accurately recommended to a user at a call opposite end.
In a first aspect, an embodiment of the present invention provides a method for recommending a default video color ring, including: acquiring video color ring back tone content preference types of all second terminal users communicating with a first terminal user; selecting a default video color ring recommendation type from all the video color ring content preference types; and acquiring the video color ring back tone content corresponding to the default video color ring back tone recommendation type so as to push the video color ring back tone content to a second terminal for displaying when the first terminal user and the second terminal user are in conversation.
In a second aspect, an embodiment of the present invention further provides a server, including: a memory, a processor, and a program stored on the memory and executable on the processor; the processor is configured to read a program in the memory to implement the steps in the method for recommending the default video color ring.
In a third aspect, an embodiment of the present invention further provides a readable storage medium, where a program is stored on the readable storage medium, and when the program is executed by a processor, the method for recommending a default video color ring as described above is implemented.
Compared with the prior art, the video color ring content in the technical scheme provided by the embodiment of the invention is obtained according to the preference type of the video color ring content of the second terminal user, so that the video color ring content is more in line with the preference of the second terminal user, and further the technical scheme provided by the embodiment can accurately recommend the default video color ring to the second terminal user, thereby solving the problem that the video color ring content pushed by the prior art is possibly not accurate enough, so that the user of the second terminal cannot be interested in the video color ring content, and the popularization and development efficiency of the video color ring is not high.
Drawings
Fig. 1 is one of flowcharts of a method for recommending a default video color ring according to an embodiment of the present invention;
fig. 2 is a second flowchart of a method for recommending default video color ring according to an embodiment of the present invention;
fig. 3 is a flowchart of step 201 in the method for recommending a default video color ring back tone according to the embodiment of the present invention shown in fig. 2;
fig. 4 is a flowchart of step 202 in the method for recommending a default video color ring back tone according to the embodiment of the present invention shown in fig. 2;
fig. 5 is a flowchart of step 203 in the method for recommending a default video color ring back tone according to the embodiment of the present invention shown in fig. 2;
fig. 6 is a third flowchart of a method for recommending a default video color ring according to an embodiment of the present invention;
FIG. 7 is one of the block diagrams of a server provided by the embodiments of the present invention;
fig. 8 is a block diagram of a second obtaining module 702 in the server according to the embodiment of the present invention shown in fig. 7;
fig. 9 is a structural diagram of a third obtaining module 703 in the server according to the embodiment of the present invention shown in fig. 7;
FIG. 10 is a second block diagram of a server according to an embodiment of the present invention;
fig. 11 is a third structural diagram of a server according to an embodiment of the present invention.
Detailed Description
The term "and/or" in the embodiments of the present invention describes an association relationship of associated objects, and indicates that three relationships may exist, for example, a and/or B may indicate: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.
In the embodiments of the present application, the term "plurality" means two or more, and other terms are similar thereto.
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Referring to fig. 1, fig. 1 is a flowchart of a method for recommending a default video color ring according to an embodiment of the present invention, and as shown in fig. 1, the method includes the following steps:
And 102, selecting a default video color ring recommendation type from all the video color ring content preference types.
And 103, acquiring video color ring back tone content corresponding to the default video color ring back tone recommendation type so as to push the video color ring back tone content to the second terminal for displaying when the first terminal user and the second terminal user are in conversation.
Compared with the prior art, the video color ring content in the technical scheme provided by the embodiment of the invention is obtained according to the preference type of the video color ring content of the second terminal user, so that the video color ring content is more in line with the preference of the second terminal user, and further the technical scheme provided by the embodiment can accurately recommend the default video color ring to the second terminal user, thereby solving the problem that the video color ring content pushed by the prior art is possibly not accurate enough, so that the user of the second terminal cannot be interested in the video color ring content, and the popularization and development efficiency of the video color ring is not high.
Referring to fig. 2, fig. 2 is a flowchart of a method for recommending a default video color ring according to an embodiment of the present invention, and as shown in fig. 2, the method includes the following steps:
In this embodiment, the first terminal may be a called terminal, and the second terminal may be a calling terminal; alternatively, the first terminal may be a calling terminal and the second terminal may be a called terminal. In order to enable those skilled in the art to more clearly understand the technical solution provided by the embodiment of the present invention, the following description will take the first terminal as the called terminal and the second terminal as the calling terminal as an example.
In this embodiment, as shown in fig. 3, a specific obtaining method of a video color ring back tone content preference identification model may include:
301, obtaining T hot video color ring content types, wherein T is more than or equal to 2.
Specifically, step 301 sorts the types of video ring back tone contents according to the recent order quantity based on the video ring back tone user behavior data and the video ring back tone content label system, and selects the T hot video ring back tone content types that are the hottest. In general, T ∈ [6,10], but the above is only a specific example, and in the actual use process, the number of T can be set as required.
In the present embodiment, in order to ensure that the number of sample users is sufficient, U is 5000, and the number of U may be set as needed during actual use.
And step 303, extracting T hot video color ring content types and the feature tag data of U sample users.
And 304, generating a video color ring back tone content preference identification model by adopting a preset algorithm according to the characteristic label data.
In this embodiment, the preset algorithm may include: random forests, GBDTs (Gradient Boosting Decision trees) or XGBoost (eXtreme Gradient Boosting), etc., and may also be other feasible algorithms in the actual use process, which is not described herein.
Further, in this embodiment, in order to ensure the accuracy of the obtained video polyphonic ringtone content preference types of the second terminal user, step 201 may specifically obtain the video polyphonic ringtone content preference types of all the second terminal users that have a call with the first terminal user according to the preset video polyphonic ringtone content preference identification model in a preset sampling period. The specific time of the sampling period is not limited in this embodiment, and may be 1 month, 1 quarter or 1 year, and the sampling period is set according to the requirement in the actual using process, which is not described herein.
In order to make the technical solution provided by step 201 more clearly understood by those skilled in the art, step 201 is described in detail below by using specific examples:
the number of the first terminals is 3, and the first terminals are respectively a first terminal 1, a first terminal 2 and a first terminal 3, wherein the second terminals in communication with the first terminal 1 are a second terminal 1, a second terminal 2, a second terminal 3, a second terminal 4 and a second terminal 5, the second terminals in communication with the first terminal 2 are a second terminal 6, a second terminal 7, a second terminal 8, a second terminal 9 and a second terminal 10, and the second terminals in communication with the first terminal 3 are a second terminal 11, a second terminal 12, a second terminal 13, a second terminal 14 and a second terminal 15.
According to step 201, the following table 1 can be obtained:
TABLE 1
At this time, the preference types of the video color ring back tone contents of all the second terminal users communicating with the first terminal 1 user, which are obtained in step 201 of table 1, are: landscape, fun, life, music; the preference types of the video color ring back tone contents of all the second terminal users communicating with the first terminal 2 user are as follows: landscape, network media, dance; the preference types of the video color ring back tone contents of all the second terminal users communicating with the first terminal 3 user are as follows: music, fun, network media.
Specifically, as shown in fig. 4, step 202 may include:
And step 402, performing descending order on all the video color ring content preference types according to the number of the second terminal users corresponding to each video color ring content preference type.
And step 403, selecting the previous N video color ring content preference types as default video color ring recommendation types, wherein N is more than or equal to 1.
In order to make the technical solution provided in step 202 more clearly understood by those skilled in the art, the description of step 202 is continued by taking the specific example provided in step 201 as an example.
According to the content shown in table 1 and the steps shown in fig. 4, the result of sorting the preference types of the video polyphonic ringtone content in a descending order shown in table 2 can be obtained:
TABLE 2
N may be set to be 3, and at this time, the default video color ring recommendation type of the first terminal 1 obtained in step 202 is: landscape, fun and life; the default video color ring recommendation type of the first terminal 2 is as follows: landscape, network media, dance; the default video color ring recommendation type of the first terminal 3 is as follows: music, fun, network media.
Specifically, as shown in fig. 5, step 203 may include:
In this embodiment, the number of the video polyphonic ringtone content corresponding to each default video polyphonic ringtone recommendation type may be set according to a requirement, and this embodiment takes as an example that the video polyphonic ringtone content corresponding to each default video polyphonic ringtone recommendation type is 1.
At this time, when the first terminal user and the second terminal user are in a call, the video color ring content can be randomly selected to be pushed.
For example: in the above specific embodiment, the default video color ring recommendation type of the first terminal 1 is: when the first terminal 1 communicates with a second terminal (the second terminal can be any one of the second terminals 1-5, and can also be other second terminals), a video color ring content corresponding to the scenery, the fun or the life is randomly selected and pushed to the second terminal for playing.
Optionally, in order to facilitate popularization of the video polyphonic ringtone, as shown in fig. 6, the method for recommending the default video polyphonic ringtone provided in the embodiment of the present invention, after step 203 shown in fig. 2, may further include:
and step 204, adding subscription prompt information into the video color ring content so that a second terminal user can subscribe the video color ring content according to the subscription prompt information.
In this embodiment, the subscription prompt information may be a text, for example: and pressing the 1# key to set the same type of video color ring, wherein at the moment, when the second terminal user watches the changed character prompting content, the second terminal user can subscribe the video color ring content by pressing the 1# key.
Compared with the prior art, the video color ring content in the technical scheme provided by the embodiment of the invention is obtained according to the preference type of the video color ring content of the second terminal user, so that the video color ring content is more in line with the preference of the second terminal user, and further the technical scheme provided by the embodiment can accurately recommend the default video color ring to the second terminal user, thereby solving the problem that the video color ring content pushed by the prior art is possibly not accurate enough, so that the user of the second terminal cannot be interested in the video color ring content, and the popularization and development efficiency of the video color ring is not high.
Referring to fig. 7, fig. 7 is a structural diagram of a server according to an embodiment of the present invention, as shown in fig. 7, including:
a first obtaining module 701, configured to obtain video color ring content preference types of all second terminal users in a call with a first terminal user;
a second obtaining module 702, configured to select a default video polyphonic ringtone recommendation type from all the video polyphonic ringtone content preference types;
a third obtaining module 703 is configured to obtain video polyphonic ringtone content corresponding to the default video polyphonic ringtone recommendation type, so that when the first terminal user communicates with the second terminal user, the video polyphonic ringtone content is pushed to the second terminal to be displayed.
Optionally, as shown in fig. 8, the second obtaining module 702 may include:
a first obtaining sub-module 801, configured to obtain the number of the second terminal users corresponding to each video color ring content preference type;
the sorting submodule 802 is configured to sort all the video color ring back tone content preference types in a descending order according to the number of the second terminal users corresponding to each video color ring back tone content preference type;
and the selecting submodule 803 is configured to select the first N video polyphonic ringtone content preference types as the default video polyphonic ringtone recommendation type, where N is greater than or equal to 1.
Optionally, as shown in fig. 9, the third obtaining module 703 may include:
a second obtaining submodule 901, configured to obtain video polyphonic ringtone content order information corresponding to the default video polyphonic ringtone recommendation type;
a third obtaining sub-module 902, configured to obtain quality of the video color ring content corresponding to the default video color ring recommendation type;
a fourth obtaining sub-module 903, configured to obtain the video color ring content corresponding to the default video color ring recommendation type according to the video color ring content subscription information and the video color ring content quality.
Further, as shown in fig. 10, the server provided in the embodiment of the present invention may further include:
an adding module 704, configured to add subscription prompting information to the video polyphonic ringtone content, so that the second terminal user subscribes the video polyphonic ringtone content according to the subscription prompting information.
The server provided by the embodiment of the present invention may execute the above method embodiment, and the implementation principle and technical effect are similar, which are not described herein again.
Compared with the prior art, the video color ring content in the technical scheme provided by the embodiment of the invention is obtained according to the preference type of the video color ring content of the second terminal user, so that the video color ring content is more in line with the preference of the second terminal user, and further the technical scheme provided by the embodiment can accurately recommend the default video color ring to the second terminal user, thereby solving the problem that the video color ring content pushed by the prior art is possibly not accurate enough, so that the user of the second terminal cannot be interested in the video color ring content, and the popularization and development efficiency of the video color ring is not high.
It should be noted that the division of the unit in the embodiment of the present application is schematic, and is only a logic function division, and there may be another division manner in actual implementation. In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented as a software functional unit and sold or used as a stand-alone product, may be stored in a processor readable storage medium. Based on such understanding, the technical solution of the present application may be substantially implemented or contributed by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, a network device, or the like) or a processor (processor) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
Referring to fig. 11, fig. 11 is a structural diagram of a server according to an embodiment of the present invention, as shown in fig. 11, including: a processor 1101, a memory 1101, and a program stored on the memory and executable on the processor; the processor 1101 is configured to read a program in a memory to implement the steps in the method for recommending a default video color ring according to the foregoing embodiment.
The embodiment of the present invention further provides a readable storage medium, where a program is stored on the readable storage medium, and when the program is executed by a processor, the program implements each process of the above-mentioned default video color ring recommendation method embodiment, and can achieve the same technical effect, and in order to avoid repetition, details are not repeated here. The readable storage medium may be any available medium or data storage device that can be accessed by a processor, including but not limited to magnetic memory (e.g., floppy disk, hard disk, magnetic tape, magneto-optical disk (MO), etc.), optical memory (e.g., CD, DVD, BD, HVD, etc.), and semiconductor memory (e.g., ROM, EPROM, EEPROM, nonvolatile memory (NAND FLASH), Solid State Disk (SSD)), etc.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. With such an understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal (such as a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the methods according to the embodiments of the present invention.
While the present invention has been described with reference to the embodiments shown in the drawings, the present invention is not limited to the embodiments, which are illustrative and not restrictive, and it will be apparent to those skilled in the art that various changes and modifications can be made therein without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (10)
1. A method for recommending default video color ring is characterized by comprising the following steps:
acquiring video color ring back tone content preference types of all second terminal users communicating with a first terminal user;
selecting a default video color ring recommendation type from all the video color ring content preference types;
and acquiring the video color ring back tone content corresponding to the default video color ring back tone recommendation type so as to push the video color ring back tone content to a second terminal for displaying when the first terminal user and the second terminal user are in conversation.
2. The method of claim 1, wherein obtaining video CRBT content preference types of all second end users in a call with a first end user comprises:
and acquiring the preference types of the video color ring back tone contents of all second terminal users communicating with the first terminal user according to a preset video color ring back tone content preference identification model.
3. The method of claim 2, wherein the obtaining of the video CRBT content preference identification model comprises:
obtaining T hot video color ring content types, wherein T is more than or equal to 2;
acquiring U terminal users ordering the hot video color ring back tone content category as sample users, wherein U is more than or equal to 2;
extracting the T hot video color ring content types and the feature label data of the U sample users;
and generating the video color ring back tone content preference identification model by adopting a preset algorithm according to the characteristic label data.
4. The method of claim 3, wherein the preset algorithm comprises: random forests, gradient boosting decision trees GBDT or extreme gradient boosting XGboost.
5. The method of claim 2, wherein the obtaining the video ring back tone content preference types of all the second terminal users communicating with the first terminal user according to the preset video ring back tone content preference identification model comprises:
and in a preset sampling period, acquiring the preference types of the video color ring back tone contents of all second terminal users communicating with the first terminal user according to a preset video color ring back tone content preference identification model.
6. The method of claim 1, wherein the selecting a default video ring back tone recommendation type from all the video ring back tone content preference types comprises:
acquiring the number of the second terminal users corresponding to each video color ring content preference type;
according to the number of second terminal users corresponding to each video color ring back tone content preference type, performing descending sequencing on all the video color ring back tone content preference types;
and selecting the first N video color ring content preference types as the default video color ring recommendation type, wherein N is more than or equal to 1.
7. The method of claim 1, wherein the obtaining of the video CRBT content corresponding to the default video CRBT recommendation type comprises:
acquiring video color ring back tone content ordering information corresponding to the default video color ring back tone recommendation type;
acquiring the quality of the video color ring content corresponding to the default video color ring recommendation type;
and acquiring the video color ring back tone content corresponding to the default video color ring back tone recommendation type according to the video color ring back tone content order information and the quality of the video color ring back tone content.
8. The method of claim 1, wherein after obtaining the video CRBT content corresponding to the default video CRBT recommendation type, the method further comprises:
and adding subscription prompt information into the video color ring content so that the second terminal user subscribes the video color ring content according to the subscription prompt information.
9. A server, comprising: a memory, a processor, and a program stored on the memory and executable on the processor; the processor is configured to read a program in a memory to implement the steps in the method for recommending a default video color ring according to any of claims 1 to 8.
10. A readable storage medium storing a program, wherein the program, when executed by a processor, implements the steps in the method for recommending a default video color ring according to any of claims 1 to 8.
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| CN113630506A (en) * | 2021-08-09 | 2021-11-09 | 广西东信易通科技有限公司 | Method and system for pushing video color ring back tone service |
| CN114285944A (en) * | 2021-11-29 | 2022-04-05 | 咪咕文化科技有限公司 | Video color ring back tone generation method and device and electronic equipment |
| CN115271851A (en) * | 2022-07-04 | 2022-11-01 | 天翼爱音乐文化科技有限公司 | Video color ring recommendation method, system, electronic equipment and storage medium |
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