CN113923529A - Live broadcast wheat connecting method, device, equipment and storage medium - Google Patents
Live broadcast wheat connecting method, device, equipment and storage medium Download PDFInfo
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- CN113923529A CN113923529A CN202111171930.XA CN202111171930A CN113923529A CN 113923529 A CN113923529 A CN 113923529A CN 202111171930 A CN202111171930 A CN 202111171930A CN 113923529 A CN113923529 A CN 113923529A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/478—Supplemental services, e.g. displaying phone caller identification, shopping application
- H04N21/4788—Supplemental services, e.g. displaying phone caller identification, shopping application communicating with other users, e.g. chatting
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/21—Server components or server architectures
- H04N21/218—Source of audio or video content, e.g. local disk arrays
- H04N21/2187—Live feed
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
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Abstract
The disclosure relates to the technical field of artificial intelligence, in particular to the technical field of big data processing, and can be applied to scenes such as live broadcast management. The specific implementation scheme is as follows: acquiring a user portrait and a historical connecting microphone video of a main broadcasting user, and acquiring a user portrait and a historical connecting microphone video of each candidate connecting microphone user; determining the portrait matching degree of the user portrait of the anchor user and each candidate connecting user and determining the video matching degree of the historical connecting video of the anchor user and each candidate connecting user; calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user; and determining a microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user. The method accurately determines the matching degree between the anchor audience and each candidate connecting user so as to obtain the connecting result which better meets the actual requirement of the anchor user.
Description
Technical Field
The disclosure relates to the technical field of artificial intelligence, in particular to the technical field of big data processing, and can be applied to scenes such as live broadcast management.
Background
The voice communication in the live broadcast room is an urgent need, and the technology of connecting with the wheat is also generated. In order to improve the use experience of users in a live scene, it is important to ensure that a user who is connected with a microphone and meets the requirements of the user can be selected for a main broadcast user. However, the existing method for selecting the connected-to-wheat user is too single and mechanical, and the satisfactory connected-to-wheat user cannot be accurately selected for the main broadcasting user.
Disclosure of Invention
The disclosure provides a live broadcast wheat connecting method, a live broadcast wheat connecting device, equipment and a storage medium.
According to a first aspect of the present disclosure, a live broadcast wheat connecting method is provided, including:
acquiring a user portrait and a historical connecting microphone video of a main broadcasting user, and acquiring a user portrait and a historical connecting microphone video of each candidate connecting microphone user;
determining the portrait matching degree of the user portrait of the anchor user and each candidate connecting user and determining the video matching degree of the historical connecting video of the anchor user and each candidate connecting user;
calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user;
and determining a microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user.
According to a second aspect of the present disclosure, there is provided a live broadcast wheat connecting device, including:
the data acquisition module is used for acquiring a user portrait and a historical connecting microphone video of a main broadcasting user, and acquiring a user portrait and a historical connecting microphone video of each candidate connecting microphone user;
the data matching module is used for determining the portrait matching degree of the user portrait of the anchor user and each candidate connected-to-live user and determining the video matching degree of the historical connected-to-live video of the anchor user and each candidate connected-to-live user;
the priority calculation module is used for calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user;
and the result determining module is used for determining the connecting microphone result based on the connecting microphone priority of each candidate connecting microphone user.
According to a third aspect of the present disclosure, there is provided an electronic device comprising:
at least one processor; and a memory communicatively coupled to the at least one processor;
wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the live microphone method described above.
According to a fourth aspect of the present disclosure, there is provided a non-transitory computer readable storage medium storing computer instructions for causing the computer to perform the live microphone connecting method described above.
According to a fifth aspect of the present disclosure, there is provided a computer program product comprising a computer program which, when executed by a processor, implements the live wheat-connecting method described above.
It should be understood that the statements in this section do not necessarily identify key or critical features of the embodiments of the present disclosure, nor do they limit the scope of the present disclosure. Other features of the present disclosure will become apparent from the following description.
The technical scheme provided by the disclosure has the following beneficial effects:
in the technical scheme, the user portrait and the historical connecting microphone video are used as the matching basis of the main audience and the connecting microphone audience, the matching degree between the main audience and each candidate connecting microphone user can be accurately determined, and the importance degree of each candidate connecting microphone user in the connecting microphone scene is intuitively reflected according to the connecting microphone priority, so that the connecting microphone result which better meets the actual requirement of the main audience is obtained, and the user experience is effectively improved.
Drawings
The drawings are included to provide a better understanding of the present solution and are not to be construed as limiting the present disclosure. Wherein:
fig. 1 shows an application scenario diagram of a live broadcast wheat connecting method provided by an embodiment of the present disclosure;
fig. 2 is a schematic flow chart illustrating a live broadcast wheat-connecting method according to an embodiment of the present disclosure;
fig. 3 is a schematic flow chart illustrating another live-broadcast wheat-connecting method provided by the embodiment of the present disclosure;
fig. 4 shows one of schematic diagrams of a live broadcast wheat connecting device provided in an embodiment of the present disclosure;
fig. 5 shows a second schematic diagram of a live broadcast wheat connecting device according to the embodiment of the present disclosure;
fig. 6 shows a schematic block diagram of an example electronic device that may be used to implement the live microphone connecting method provided by embodiments of the present disclosure.
Detailed Description
Exemplary embodiments of the present disclosure are described below with reference to the accompanying drawings, in which various details of the embodiments of the disclosure are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
The voice communication in the live broadcast room is an urgent need, and the technology of connecting with the wheat is also generated. In order to improve the use experience of users in a live scene, it is important to ensure that a user who is connected with a microphone and meets the requirements of the user can be selected for a main broadcast user. However, the existing method for selecting the connected-to-wheat user is too single and mechanical, and the satisfactory connected-to-wheat user cannot be accurately selected for the main broadcasting user.
The live broadcast wheat connecting method, device, equipment and storage medium provided by the embodiment of the disclosure aim to solve at least one of the above technical problems in the prior art.
Fig. 1 shows a schematic view of an application scenario of a live broadcast wheat-connecting method provided by an embodiment of the present disclosure, as shown in fig. 1, personnel of the application scenario include a main broadcast user and an audience user, the main broadcast user performs live broadcast through a terminal of the main broadcast user, and the terminal of the audience user receives live broadcast data sent by the main broadcast user through a server, so that the audience user can watch live broadcast content conveniently through the terminal of the audience user. In the live broadcast process of the main broadcast, some audience users request to connect to the main broadcast user, and the audience users who request to connect to the main broadcast user are defined as the connecting users in the embodiment of the disclosure.
Fig. 2 shows a schematic flow diagram of a live broadcast wheat-connecting method provided by an embodiment of the present disclosure, and as shown in fig. 2, the method mainly includes the following steps:
s210: the method comprises the steps of obtaining a user portrait and a historical microphone connecting video of a main broadcasting user, and obtaining the user portrait and the historical microphone connecting video of each candidate microphone connecting user.
In embodiments of the present disclosure, a user representation and historical Lima video for each user may be stored in a database so that these data may be retrieved for use at any time. Wherein the user profiles of the anchor user and the candidate connected users comprise at least one of: age, region, sex, occupation, hobby. The historical online broadcast video refers to a video recorded when a user is online broadcast with other users within a preset historical period (for example, within one month).
S220: determining the portrait matching degree of the user portrait of the main broadcasting user and each candidate live-line user, and determining the video matching degree of the historical live-line video of the main broadcasting user and each candidate live-line user.
In the embodiment of the disclosure, the figure matching degree can be obtained by comparing the user figures of the anchor user and the user figures of the candidate microphone connecting user; it is understood that the higher the degree of similarity between the user images of both the users, the greater the degree of matching between the user images. The video matching degree can be obtained by comparing the similarity degree of the contents of the historical microphone connecting videos of the anchor user and the historical microphone connecting videos of the candidate microphone connecting users; it can be understood that the higher the similarity of the contents of the history live-microphone videos of the two videos, the greater the video matching degree.
When the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user is determined, the video understanding can be performed on the content of the historical microphone connecting video of the anchor user to obtain a video understanding result corresponding to the anchor user; performing video understanding on the content of the historical microphone connecting video of each candidate microphone connecting user to obtain a video understanding result corresponding to each candidate microphone connecting user; and determining the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user based on the video understanding result corresponding to the anchor user and each candidate microphone connecting user.
S230: and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user.
In the embodiment of the disclosure, for a microphone connecting user, an operation result obtained by performing preset operation on the image matching degree and the video matching degree of the microphone connecting user is used as the microphone connecting priority of the candidate microphone connecting user. It can be understood that the larger the image matching degree and the video matching degree corresponding to the candidate microphone connecting user is, the higher the microphone connecting priority of the candidate microphone connecting user is. The type of the predetermined operation may be determined according to actual design requirements. For example, a sum of the portrait matching degree and the video matching degree may be calculated, and the candidate microphone user's microphone connecting priority may be indicated based on the sum. Or corresponding weight coefficients are configured for the image matching degree and the video matching degree, the weighted average value of the image matching degree and the video matching degree indicates the microphone connecting priority of the candidate microphone connecting user based on the weighted average value.
In the embodiment of the present disclosure, in addition to the image matching degree and the video matching degree of the candidate microphone connecting user, the microphone connecting priority of the candidate microphone connecting user may be further based on other indexes, where the other indexes may include a request sequence of the candidate microphone connecting user, an online time matching degree of historical online time information of the candidate microphone connecting user, and the like.
Optionally, the embodiment of the present disclosure may determine the request sequence of each candidate microphone connecting user based on the initiation time of the microphone connecting request of each candidate microphone connecting user for the anchor user; and then, calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the request sequence corresponding to each candidate microphone connecting user.
Optionally, the embodiment of the present disclosure may obtain historical online time information of the anchor user, and obtain historical online time information of each candidate connected-to-line user; determining the online time matching degree of the historical online time information of the anchor user and each candidate connected-to-microphone user; and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the online time matching degree corresponding to each candidate microphone connecting user.
S240: and determining a microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user.
In the embodiment of the disclosure, one target connected-to-wheat user can be screened out from a plurality of candidate connected-to-wheat users based on the connected-to-wheat priorities of the candidate connected-to-wheat users, and then the anchor user and the target connected-to-wheat user are connected to wheat. Or, the candidate microphone connecting users are ranked based on the microphone connecting priorities of the candidate microphone connecting users, the anchor user can select one candidate microphone connecting user as a target microphone connecting user by referring to the ranking result, and then the anchor user and the target microphone connecting user are connected.
Optionally, in the embodiment of the present disclosure, a target connected-to-microphone user with the highest connected-to-microphone priority may be determined from a plurality of selected connected-to-microphone users based on the connected-to-microphone priority of each candidate connected-to-microphone user, and then the anchor user and the target connected-to-microphone user may be connected to microphone.
Optionally, in the embodiment of the present disclosure, the ranking results of the multiple candidate connected users may be determined according to the order of the connected-microphone priorities of the candidate connected-microphone users from high to low; displaying user identifications of a plurality of candidate microphone connecting users based on the sorting result; and responding to the selection operation of the anchor user aiming at a target user identifier in the plurality of user identifiers, and determining the candidate connected-to-wheat user corresponding to the target user identifier as a target connected-to-wheat user. And after the target connecting user is determined, connecting the main broadcasting user and the target connecting user.
The live broadcast wheat connecting method provided by the embodiment of the disclosure takes the user portrait and the historical wheat connecting video as the matching basis of the main audience and the wheat connecting audience, can accurately determine the matching degree between the main audience and each candidate wheat connecting user, and visually reflects the importance degree of each candidate wheat connecting user in a wheat connecting scene according to the wheat connecting priority, so that a wheat connecting result which better meets the actual requirements of the main audience is obtained, and the user experience is effectively improved.
Fig. 3 shows a schematic flow diagram of another live broadcasting and wheat connecting method provided by the embodiment of the present disclosure, and as shown in fig. 3, the method mainly includes the following steps:
s301: and based on the screening behavior data of the anchor user aiming at the historical wheat connecting object, excluding the wheat connecting users which are not interested by the anchor user from a plurality of wheat connecting users requesting to connect with the anchor user.
In the history live broadcast process of the anchor, there are some users who have requested to connect to the anchor user and users who have successfully connected to the anchor, and the embodiments of the present disclosure define these users as history live broadcast users. In the history live broadcast process of the anchor user, related operations may be executed for some history live broadcast users, such as canceling the live broadcast with the history live broadcast user, rejecting the request for connecting the live broadcast with the history live broadcast user, blacking the history live broadcast user, or giving approval to the history live broadcast user.
It is understood that the screening behavior of the anchor user for the historical online object may reflect the degree of interest of the anchor user in the historical online object, for example, the historical online object that is cancelled by the anchor, refuses the online request, and is blacked out may be regarded as the historical online user that is not interested by the anchor. Therefore, historical online users which are not interested in the anchor can be determined based on the screening behavior data, and if the historical online users which are not interested in the anchor are included in the current plurality of online users which request to online with the anchor, the historical online users which are not interested in the anchor can be excluded.
S302: and determining the non-excluded connected users as candidate connected users. It is to be understood that after the online users that are not interested by the anchor user are excluded, the remaining online users may be determined as candidate online users.
S303: the method comprises the steps of obtaining a user portrait and a historical microphone connecting video of a main broadcasting user, and obtaining the user portrait and the historical microphone connecting video of each candidate microphone connecting user.
In embodiments of the present disclosure, a user representation and historical Lima video for each user may be stored in a database so that these data may be retrieved for use at any time. Wherein the user profiles of the anchor user and the candidate connected users comprise at least one of: age, region, sex, occupation, hobby. The historical online broadcast video refers to a video recorded when a user is online broadcast with other users within a preset historical period (for example, within one month). After step S303, step S304, step S305, step S306 and step S307 may be executed, and it is understood that the execution order of step S304 to step S307 is not limited.
S304: a degree of portrait matching of the user representation of the anchor user and each of the candidate connected users is determined.
In the embodiment of the disclosure, the portrait matching degree can be obtained by comparing the similarity degree of the user portrait of the anchor user and the user portrait of the candidate microphone user. For example, at least one of the age, region, sex, occupation, and hobby of the anchor user and the candidate linkman user may be matched, the similarity of each item may be calculated, and after the similarities of the items are calculated (such as a summation value or an average value), the portrait matching degree between the anchor user and the candidate linkman user may be obtained, so as to increase the accuracy of the portrait matching degree.
It will be appreciated that the greater the degree of similarity of the user profiles of the anchor user and the candidate microphone user, the greater the profile matching. The video matching degree can be obtained by comparing the similarity degree of the contents of the historical microphone connecting videos of the anchor user and the historical microphone connecting videos of the candidate microphone connecting users; it can be understood that the higher the similarity of the contents of the history live-microphone videos of the two videos, the greater the video matching degree.
S305: and determining the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user.
In the embodiment, the video understanding can be performed on the content of the historical online shopping video of the anchor user to obtain a video understanding result corresponding to the anchor user; performing video understanding on the content of the historical microphone connecting video of each candidate microphone connecting user to obtain a video understanding result corresponding to each candidate microphone connecting user; and determining the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user based on the video understanding result corresponding to the anchor user and each candidate microphone connecting user. Here, the information analysis and mining can be performed on the historical connected-microphone video by using the related video understanding technology, and the information such as the content discussed by the user on the microphone, the classification of the video and the like is determined; and determining the video matching degree of the historical microphone connecting videos of the main user and each candidate microphone connecting user based on the video understanding results corresponding to the main user and the candidate microphone connecting users by taking the information as the video understanding results.
S306: and determining the request sequence of each candidate microphone user.
In the embodiment of the disclosure, the initiation time of each candidate connected-to-line user for the connected-to-line request of the anchor user may be recorded, and the request sequence of the candidate connected-to-line user is determined based on the initiation time corresponding to the candidate connected-to-line user. It can be understood that the earlier the initiation time of the candidate wheat connecting user for the wheat connecting request of the anchor user, the earlier the request sequence of the candidate wheat connecting user is, so that the enthusiasm of the user for wheat robbery is improved.
S307: and determining the online time matching degree of the main broadcasting user and each candidate connecting user.
In the embodiment of the disclosure, historical online time information of a main broadcasting user and historical online time information of each candidate connected-to-line user can be acquired; and determining the online time matching degree of the historical online time information of the anchor user and each candidate microphone connecting user. Here, the historical line time information may indicate a time period for which the user is on line. Optionally, based on the historical online time information of the anchor user and the candidate online time information of the candidate online users, whether the online time periods of the anchor user and the candidate online time information of the anchor user and the candidate online time information of the anchor user can be determined, and the online time matching degree of the anchor user and the candidate online time information of the anchor user can be calculated based on the contact degree. It can be understood that the higher the coincidence degree of the online time periods of the anchor user and the candidate microphone connecting user, the higher the online time matching degree of the anchor user and the candidate microphone connecting user.
S308: and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree, the request sequence and the online time matching degree corresponding to each candidate microphone connecting user.
The method and the device for determining the target connected-to-many user can determine the target connected-to-many user which can be finally connected with the main broadcasting user from a plurality of selected connected-to-many users by using the connected-to-many priority of each candidate connected-to-many user.
Optionally, the embodiment of the present disclosure provides two manners of determining a target connected microphone user, which are the manner described in step S309 and the manners described in step S310 and step S311, respectively, and any one of the manners may be selected in practical application. Therefore, after step S308, one of step S309 and step S310 may be performed.
S309: and determining a target connecting user with the highest connecting priority from the multiple selected connecting users based on the connecting priority of each candidate connecting user.
It can be understood that the target connected-to-wheat user with the highest connected-to-wheat priority is the candidate connected-to-wheat user which is most matched with the anchor user, so that the anchor user can be connected with other users which are more expected to the greater extent, and the user experience is improved.
S310: determining the sequencing results of the candidate microphone connecting users according to the sequence of the microphone connecting priorities of the candidate microphone connecting users from high to low, and displaying the user identifications of the candidate microphone connecting users based on the sequencing results. After step S309, step S311 may be performed.
It can be understood that the higher the connecting priority of the candidate connecting users, the higher the ranking of the candidate connecting users. After determining the ranking results of the candidate barley-connected users, the user identifiers of the candidate barley-connected users may be displayed on the terminal of the anchor user based on the ranking results.
Specifically, the higher the connecting priority of the candidate connecting user, the more easily the display mode of the user identifier of the candidate connecting user gets the attention of the anchor user. For example, the user identifier of the candidate microphone connecting user with higher microphone connecting priority may be displayed at a front position, and the user identifier of the candidate microphone connecting user with lower microphone connecting priority may be displayed at a rear position; or displaying the user identification of the candidate microphone connecting user with higher microphone connecting priority in a larger size, and displaying the user identification of the candidate microphone connecting user with higher microphone connecting priority in a smaller size.
S311: and responding to the selection operation of the anchor user aiming at a target user identifier in the plurality of user identifiers, and determining the candidate connected-to-wheat user corresponding to the target user identifier as a target connected-to-wheat user.
As described above, the user identities of a plurality of candidate connected users may be presented on the terminal of the anchor user based on the ranking results. The anchor user can select the user identification of the candidate connecting user which is expected to connect with the microphone on the terminal of the anchor user, the user identification selected by the anchor user is determined as the target user identification, and the candidate connecting user corresponding to the target user identification is determined as the target connecting user.
S312: and connecting the main broadcasting user with the target connecting user.
It can be understood that after the target microphone connecting user is determined, the communication parameters of the related terminal can be adjusted, so that the anchor user and the target microphone connecting user can carry out microphone connecting.
In the embodiment of the disclosure, a corresponding label can be generated for the user based on the user image and the video understanding result of the user. When the anchor user actively applies for connecting with the audience users, candidate audience users with labels matched with the labels of the anchor user can be determined from the plurality of audience users according to the labels of each audience user, the identifications of the candidate target audience users are displayed to the anchor user, and the anchor user and the target audience users corresponding to the target identifications are connected based on the selection operation of the anchor user on the target identifications.
Based on the same principle as the live broadcast wheat connecting method, fig. 4 shows a first schematic diagram of a live broadcast wheat connecting device provided by the embodiment of the present disclosure, and fig. 5 shows a second schematic diagram of a live broadcast wheat connecting device provided by the embodiment of the present disclosure. As shown in fig. 4, the live broadcast and live broadcast connecting device 400 includes a data obtaining module 410, a data matching module 420, a priority calculating module 430, and a result determining module 440.
The data acquisition module 410 is configured to acquire a user representation and a historical online shopping video of the anchor user, and acquire a user representation and a historical online shopping video of each candidate online shopping user.
The data matching module 420 is configured to determine a profile matching of the user profile of the anchor user and each of the candidate coupled users, and determine a video matching of the historical coupled videos of the anchor user and each of the candidate coupled users.
The priority calculating module 430 is configured to calculate a microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user.
The result determining module 440 is configured to determine a microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user.
The live broadcast wheat connecting device provided by the embodiment of the disclosure takes the user portrait and the historical wheat connecting video as the matching basis of the main broadcast audience and the wheat connecting audience, can accurately determine the matching degree between the main broadcast audience and each candidate wheat connecting user, and visually reflects the importance degree of each candidate wheat connecting user in a wheat connecting scene according to the wheat connecting priority, so that the wheat connecting result which better meets the actual requirements of the main broadcast user is obtained, and the user experience is effectively improved.
In an embodiment of the disclosure, the user representation includes at least one of: age, region, sex, occupation, hobby.
In this embodiment of the present disclosure, when the data matching module 420 is configured to determine the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user, specifically configured to:
performing video understanding on the content of the historical microphone-connected video of the anchor user to obtain a video understanding result corresponding to the anchor user;
performing video understanding on the content of the historical microphone connecting video of each candidate microphone connecting user to obtain a video understanding result corresponding to each candidate microphone connecting user;
and determining the video matching degree of the historical microphone connecting videos of the anchor user and each candidate microphone connecting user based on the video understanding result corresponding to the anchor user and each candidate microphone connecting user.
In an embodiment of the present disclosure, the data matching module 420 is further configured to:
determining the request sequence of each candidate connecting user based on the initiation time of the connecting request of each candidate connecting user for the anchor user;
the priority calculating module 430 is specifically configured to, when the priority calculating module is configured to calculate the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the request sequence corresponding to each candidate microphone connecting user.
In an embodiment of the present disclosure, the data matching module 420 is further configured to:
acquiring historical online time information of a main broadcasting user and historical online time information of each candidate connected wheat user;
determining the online time matching degree of the historical online time information of the anchor user and each candidate connected-to-microphone user;
the priority calculating module 430 is specifically configured to, when the priority calculating module is configured to calculate the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the online time matching degree corresponding to each candidate microphone connecting user.
In this embodiment of the present disclosure, when the result determining module 440 is configured to determine the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user, specifically configured to:
determining a target connecting user with the highest connecting priority from a plurality of selected connecting users based on the connecting priority of each candidate connecting user;
and connecting the main broadcasting user with the target connecting user.
In this embodiment of the present disclosure, when the result determining module 440 is configured to determine the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user, specifically configured to:
determining the sequencing results of a plurality of candidate continuous microphone users according to the sequence of the continuous microphone priorities of the candidate continuous microphone users from high to low;
displaying user identifications of a plurality of candidate microphone connecting users based on the sorting result;
responding to the selection operation of the anchor user aiming at a target user identifier in the plurality of user identifiers, and determining candidate connected users corresponding to the target user identifier as target connected users;
and connecting the main broadcasting user with the target connecting user.
In this embodiment of the present disclosure, as shown in fig. 5, the live broadcasting microphone connecting apparatus 400 further includes a user screening module 450 on the basis of including the data obtaining module 410, the data matching module 420, the priority calculating module 430, and the result determining module 440, where the user screening module 450 is configured to: on the basis of screening behavior data of the anchor user aiming at the historical connected wheat object, the connected wheat users which are not interested by the anchor user are excluded from a plurality of connected wheat users requesting to be connected with the anchor user; and determining the non-excluded connected users as candidate connected users.
It can be understood that each module of the live broadcast wheat connecting device in the embodiment of the present disclosure has a function of implementing a corresponding step of the live broadcast wheat connecting method. The function can be realized by hardware, and can also be realized by executing corresponding software by hardware. The hardware or software includes one or more modules corresponding to the functions described above. The modules can be software and/or hardware, and each module can be implemented independently or by integrating a plurality of modules. For the functional description of each module of the live broadcast wheat connecting device, reference may be made to the corresponding description of the live broadcast wheat connecting method, which is not described herein again.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
The present disclosure also provides an electronic device, a readable storage medium, and a computer program product according to embodiments of the present disclosure.
Fig. 6 shows a schematic block diagram of an example electronic device that may be used to implement the live microphone connecting method provided by embodiments of the present disclosure. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the disclosure described and/or claimed herein.
As shown in fig. 6, the electronic device 600 includes a computing unit 601, which can perform various appropriate actions and processes according to a computer program stored in a Read Only Memory (ROM)602 or a computer program loaded from a storage unit 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data necessary for the operation of the electronic apparatus 600 can also be stored. The calculation unit 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
Various components in the electronic device 600 are connected to the I/O interface 605, including: an input unit 606 such as a keyboard, a mouse, or the like; an output unit 607 such as various types of displays, speakers, and the like; a storage unit 608, such as a magnetic disk, optical disk, or the like; and a communication unit 609 such as a network card, modem, wireless communication transceiver, etc. The communication unit 609 allows the electronic device 600 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The computing unit 601 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of the computing unit 601 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various dedicated Artificial Intelligence (AI) computing chips, various computing units running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, and so forth. The calculation unit 601 performs the respective methods and processes described above, such as the live microphone method. For example, in some embodiments, the live microphone method may be implemented as a computer software program tangibly embodied in a machine-readable medium, such as storage unit 608. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 600 via the ROM 602 and/or the communication unit 609. When the computer program is loaded into RAM 603 and executed by the computing unit 601, one or more steps of the live microphone method described above may be performed. Alternatively, in other embodiments, the computing unit 601 may be configured to perform the live-connected method in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuitry, Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), system on a chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
Program code for implementing the methods of the present disclosure may be written in any combination of one or more programming languages. These program codes may be provided to a processor or controller of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the program codes, when executed by the processor or controller, cause the functions/operations specified in the flowchart and/or block diagram to be performed. The program code may execute entirely on the machine, partly on the machine, as a stand-alone software package partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), Wide Area Networks (WANs), and the Internet.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server may be a cloud server, a server of a distributed system, or a server with a combined blockchain.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present disclosure may be executed in parallel or sequentially or in different orders, and are not limited herein as long as the desired results of the technical solutions disclosed in the present disclosure can be achieved.
The above detailed description should not be construed as limiting the scope of the disclosure. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present disclosure should be included in the scope of protection of the present disclosure.
Claims (19)
1. A live broadcast wheat connecting method comprises the following steps:
acquiring a user portrait and a historical connecting microphone video of a main broadcasting user, and acquiring a user portrait and a historical connecting microphone video of each candidate connecting microphone user;
determining the portrait matching degree of the user portrait of the anchor user and each candidate connected-to-live user and determining the video matching degree of the historical connected-to-live video of the anchor user and each candidate connected-to-live user;
calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user;
and determining a microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user.
2. The method of claim 1, the user representation comprising at least one of: age, region, sex, occupation, hobby.
3. The method of claim 1, wherein said determining a video match of the anchor user and each of the candidate barley videos of the historical barley videos comprises:
performing video understanding on the content of the historical microphone-connected video of the anchor user to obtain a video understanding result corresponding to the anchor user;
performing video understanding on the content of the historical microphone connecting video of each candidate microphone connecting user to obtain a video understanding result corresponding to each candidate microphone connecting user;
and determining the video matching degree of the historical microphone connecting videos of the main broadcast user and each candidate microphone connecting user based on the video understanding result corresponding to the main broadcast user and each candidate microphone connecting user.
4. The method of claim 1, further comprising, before the calculating a microphone connecting priority of each candidate microphone connecting user based on the corresponding image matching degree and video matching degree of each candidate microphone connecting user:
determining the request sequence of each candidate connected-to-the-wheat user based on the initiation time of the connected-to-the-wheat request of each candidate connected-to-the-wheat user for the anchor user;
the calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user comprises the following steps:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the request sequence corresponding to each candidate microphone connecting user.
5. The method of claim 1, further comprising, before the calculating a microphone connecting priority of each candidate microphone connecting user based on the corresponding image matching degree and video matching degree of each candidate microphone connecting user:
acquiring historical online time information of a main broadcasting user and historical online time information of each candidate connected wheat user;
determining the online time matching degree of the historical online time information of the anchor user and each candidate connected-to-microphone user;
the calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user comprises the following steps:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the online time matching degree corresponding to each candidate microphone connecting user.
6. The method of claim 1, wherein determining the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user comprises:
determining a target connecting user with the highest connecting priority from a plurality of selected connecting users based on the connecting priority of each candidate connecting user;
and connecting the main broadcasting user with the target connecting user.
7. The method of claim 1, wherein determining the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user comprises:
determining the sequencing results of a plurality of candidate connected users according to the order of the connected wheat priorities of the candidate connected users from high to low;
displaying user identifications of a plurality of candidate microphone connecting users based on the sorting result;
responding to selection operation of the anchor user aiming at a target user identifier in a plurality of user identifiers, and determining the candidate connected-to-wheat user corresponding to the target user identifier as a target connected-to-wheat user;
and connecting the main broadcasting user with the target connecting user.
8. The method of any of claims 1-7, further comprising, prior to said obtaining a user representation and historical barley video of an anchor user:
on the basis of screening behavior data of a main broadcasting user aiming at a historical connected wheat object, removing connected wheat users which are not interested by the main broadcasting user from a plurality of connected wheat users requesting to be connected with the main broadcasting user;
and determining the non-excluded connected users as candidate connected users.
9. A live broadcast wheat-connecting device, comprising:
the data acquisition module is used for acquiring a user portrait and a historical connecting microphone video of a main broadcasting user, and acquiring a user portrait and a historical connecting microphone video of each candidate connecting microphone user;
the data matching module is used for determining the portrait matching degree of the user portrait of the main broadcasting user and each candidate connecting user and determining the video matching degree of the historical connecting video of the main broadcasting user and each candidate connecting user;
the priority calculation module is used for calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user;
and the result determining module is used for determining the connecting microphone result based on the connecting microphone priority of each candidate connecting microphone user.
10. The apparatus of claim 9, the user representation comprising at least one of: age, region, sex, occupation, hobby.
11. The apparatus of claim 9, wherein the data matching module, when configured to determine the video match score of the historical online videos of the anchor user and each of the candidate online users, is specifically configured to:
performing video understanding on the content of the historical microphone-connected video of the anchor user to obtain a video understanding result corresponding to the anchor user;
performing video understanding on the content of the historical microphone connecting video of each candidate microphone connecting user to obtain a video understanding result corresponding to each candidate microphone connecting user;
and determining the video matching degree of the historical microphone connecting videos of the main broadcast user and each candidate microphone connecting user based on the video understanding result corresponding to the main broadcast user and each candidate microphone connecting user.
12. The apparatus of claim 9, the data matching module further to:
determining the request sequence of each candidate connected-to-the-wheat user based on the initiation time of the connected-to-the-wheat request of each candidate connected-to-the-wheat user for the anchor user;
the priority calculation module is specifically configured to, when calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the request sequence corresponding to each candidate microphone connecting user.
13. The apparatus of claim 9, the data matching module further to:
acquiring historical online time information of a main broadcasting user and historical online time information of each candidate connected wheat user;
determining the online time matching degree of the historical online time information of the anchor user and each candidate connected-to-microphone user;
the priority calculation module is specifically configured to, when calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree and the video matching degree corresponding to each candidate microphone connecting user:
and calculating the microphone connecting priority of each candidate microphone connecting user based on the image matching degree, the video matching degree and the online time matching degree corresponding to each candidate microphone connecting user.
14. The apparatus of claim 9, wherein the result determination module, when configured to determine the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user, is specifically configured to:
determining a target connecting user with the highest connecting priority from a plurality of selected connecting users based on the connecting priority of each candidate connecting user;
and connecting the main broadcasting user with the target connecting user.
15. The apparatus of claim 9, wherein the result determination module, when configured to determine the microphone connecting result based on the microphone connecting priority of each candidate microphone connecting user, is specifically configured to:
determining the sequencing results of a plurality of candidate connected users according to the order of the connected wheat priorities of the candidate connected users from high to low;
displaying user identifications of a plurality of candidate microphone connecting users based on the sorting result;
responding to selection operation of the anchor user aiming at a target user identifier in a plurality of user identifiers, and determining the candidate connected-to-wheat user corresponding to the target user identifier as a target connected-to-wheat user;
and connecting the main broadcasting user with the target connecting user.
16. The apparatus according to any of claims 9-15, further comprising a user filtering module configured to:
on the basis of screening behavior data of a main broadcasting user aiming at a historical connected wheat object, removing connected wheat users which are not interested by the main broadcasting user from a plurality of connected wheat users requesting to be connected with the main broadcasting user;
and determining the non-excluded connected users as candidate connected users.
17. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-8.
18. A non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of any one of claims 1-8.
19. A computer program product comprising a computer program which, when executed by a processor, implements the method according to any one of claims 1-8.
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