CN113824979A

CN113824979A - Live broadcast room recommendation method and device and computer equipment

Info

Publication number: CN113824979A
Application number: CN202111055440.3A
Authority: CN
Inventors: 肖亮亮
Original assignee: Guangzhou Cubesili Information Technology Co Ltd
Current assignee: Guangzhou Cubesili Information Technology Co Ltd
Priority date: 2021-09-09
Filing date: 2021-09-09
Publication date: 2021-12-21

Abstract

The application relates to the technical field of network live broadcast, and provides a recommendation method and device for a live broadcast room and computer equipment, wherein the method comprises the following steps: the server responds to the live broadcast room list loading request, and obtains a candidate live broadcast room identifier and a live broadcast content state corresponding to the candidate live broadcast room identifier, wherein the live broadcast content state comprises a first live broadcast content state presenting the performance and a second live broadcast content state not presenting the performance; the server determines live broadcast room recommendation data according to the live broadcast content state corresponding to the candidate live broadcast room identification, and issues the live broadcast room recommendation data to the audience client, wherein the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications; and the audience client displays the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data. Compared with the prior art, the method and the device have the advantages that the live broadcast room presenting the performance can be preferentially recommended, and the live broadcast interaction experience of audiences is improved.

Description

Live broadcast room recommendation method and device and computer equipment

Technical Field

The embodiment of the application relates to the technical field of network live broadcast, in particular to a recommendation method and device for a live broadcast room and computer equipment.

Background

With the rapid development of network technology and streaming media technology, live webcasting becomes a popular online interaction mode, and live webcasting is popular among more and more audiences due to the characteristics of high instantaneity, strong interactivity and the like.

In a network live broadcast scene, a viewer can access a live broadcast application program installed on a viewer client, trigger the viewer client to display a live broadcast application program interface and load a live broadcast room list in the live broadcast application program interface, so that the viewer can recommend a live broadcast room to the viewer, and then the viewer can enter a corresponding live broadcast room to watch live broadcast by clicking any live broadcast room inlet image in the live broadcast room list.

However, when the live broadcast room is recommended at present, the recommendation is often performed according to data such as the popularity of the live broadcast room and behavior preferences of audiences, which may cause that the audiences may not be showing wonderful content in the live broadcast room after entering the live broadcast room, so that the audiences frequently switch the live broadcast room, and the live broadcast interactive experience of the audiences is affected.

Disclosure of Invention

The embodiment of the application provides a recommendation method and device for a live broadcast room and computer equipment, which can solve the technical problem that the frequent switching of the live broadcast room by audiences affects the live broadcast interaction experience of the audiences, and the technical scheme is as follows:

in a first aspect, an embodiment of the present application provides a recommendation method for a live broadcast room, including the steps of:

the server responds to a live broadcast room list loading request sent by the audience client, and obtains candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

the server determines the recommendation data of the live broadcast room according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and issues the recommendation data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list;

and the audience client receives the live broadcast room recommendation data, and displays the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data.

In a second aspect, an embodiment of the present application provides a recommendation method for a live broadcast room, including the steps of:

responding to a live broadcast room list loading request sent by a viewer client, and acquiring candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

determining live broadcast room recommended data according to the live broadcast content state corresponding to the candidate live broadcast room identifier, issuing the live broadcast room recommended data to the audience client, enabling the audience client to receive the live broadcast room recommended data, and displaying a live broadcast room entrance image corresponding to the target live broadcast room identifier at a corresponding display position in a live broadcast room list according to the live broadcast room recommended data; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list.

In a third aspect, an embodiment of the present application provides a recommendation device for a live broadcast room, including:

the state acquisition unit is used for responding to a live broadcast room list loading request sent by a viewer client by a server and acquiring candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

the recommendation unit is used for determining the recommendation data of the live broadcast room by the server according to the live broadcast content state corresponding to the candidate live broadcast room identifier and sending the recommendation data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list;

and the display unit is used for receiving the live broadcast room recommended data by the audience client and displaying the live broadcast room entrance image corresponding to the target live broadcast room identifier at the corresponding display position in the live broadcast room list according to the live broadcast room recommended data.

In a fourth aspect, the present application provides a computer device, a processor, a memory, and a computer program stored in the memory and executable on the processor, and the processor implements the steps of the method according to the first aspect or the second aspect when executing the computer program.

In a fifth aspect, the present application provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the computer program implements the steps of the method according to the first aspect or the second aspect.

In the embodiment of the application, a server responds to a live broadcast room list loading request sent by a viewer client to acquire candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented; the server determines the recommendation data of the live broadcast room according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and issues the recommendation data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list; and the audience client receives the live broadcast room recommendation data, and displays the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data. According to the method and the device, the recommended data of the live broadcast room are determined by acquiring the live broadcast content state corresponding to the candidate live broadcast room identification, so that the live broadcast room presenting the performance is preferentially recommended in the live broadcast room list, a user can directly see wonderful live broadcast content after entering the live broadcast room, the situation that the user frequently switches the live broadcast room is reduced, and the live broadcast interaction experience of audiences is improved.

For a better understanding and implementation, the technical solutions of the present application are described in detail below with reference to the accompanying drawings.

Drawings

Fig. 1 is a schematic view of an application scenario of a recommendation method for a live broadcast room according to an embodiment of the present application;

fig. 2 is a schematic flowchart of a recommendation method for a live broadcast room according to a first embodiment of the present application;

fig. 3 is a schematic diagram of a live application program interface provided in an embodiment of the present application;

fig. 4 is a schematic flowchart of S101 in a recommendation method for a live broadcast room according to a first embodiment of the present application;

fig. 5 is a schematic flowchart of S102 in a recommendation method for a live broadcast room according to a first embodiment of the present application;

fig. 6 is another schematic flow diagram of S102 in the recommendation method for a live broadcast room according to the first embodiment of the present application;

fig. 7 is a schematic view illustrating display of status prompt information on a live view list according to an embodiment of the present application

Fig. 8 is a flowchart illustrating a recommendation method for a live broadcast room according to a second embodiment of the present application;

fig. 9 is a schematic flowchart of S202 in a recommendation method for a live broadcast room according to a second embodiment of the present application;

fig. 10 is another schematic flow chart of S202 in a recommendation method for a live broadcast room according to a second embodiment of the present application;

fig. 11 is a flowchart illustrating a live broadcast room recommendation method according to a third embodiment of the present application;

fig. 12 is a schematic structural diagram of a recommendation apparatus in a live broadcast room according to a fourth embodiment of the present application;

fig. 13 is a schematic structural diagram of a computer device according to a fifth embodiment of the present application.

Detailed Description

Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in this application and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items.

It is to be understood that although the terms first, second, third, etc. may be used herein to describe various information, such information should not be limited to these terms. These terms are only used to distinguish one type of information from another. For example, first information may also be referred to as second information, and similarly, second information may also be referred to as first information, without departing from the scope of the present application. The word "if/if" as used herein may be interpreted as "at … …" or "when … …" or "in response to a determination", depending on the context.

As will be appreciated by those skilled in the art, the terms "client," "terminal device," and "terminal device" as used herein include both wireless signal receiver devices, which include only wireless signal receiver devices without transmit capability, and receiving and transmitting hardware devices, which include receiving and transmitting hardware devices capable of two-way communication over a two-way communication link. Such a device may include: cellular or other communication devices such as personal computers, tablets, etc. having single or multi-line displays or cellular or other communication devices without multi-line displays; PCS (personal communications Service), which may combine voice, data processing, facsimile and/or data communications capabilities; a PDA (Personal Digital Assistant), which may include a radio frequency receiver, a pager, internet/intranet access, a web browser, a notepad, a calendar and/or a GPS (Global positioning system) receiver; a conventional laptop and/or palmtop computer or other device having and/or including a radio frequency receiver. As used herein, a "client," "terminal device" can be portable, transportable, installed in a vehicle (aeronautical, maritime, and/or land-based), or situated and/or configured to operate locally and/or in a distributed fashion at any other location(s) on earth and/or in space. The "client", "terminal Device" used herein may also be a communication terminal, a web terminal, a music/video playing terminal, such as a PDA, an MID (Mobile Internet Device) and/or a Mobile phone with music/video playing function, and may also be a smart tv, a set-top box, and the like.

The hardware referred to by the names "server", "client", "service node", etc. is essentially a computer device with the performance of a personal computer, and is a hardware device having necessary components disclosed by the von neumann principle, such as a central processing unit (including an arithmetic unit and a controller), a memory, an input device, an output device, etc., wherein a computer program is stored in the memory, and the central processing unit loads a program stored in an external memory into the internal memory to run, executes instructions in the program, and interacts with the input and output devices, thereby accomplishing specific functions.

It should be noted that the concept of "server" as referred to in this application can be extended to the case of a server cluster. According to the network deployment principle understood by those skilled in the art, the servers should be logically divided, and in physical space, the servers may be independent from each other but can be called through an interface, or may be integrated into one physical computer or a set of computer clusters. Those skilled in the art will appreciate this variation and should not be so limited as to restrict the implementation of the network deployment of the present application.

Referring to fig. 1, fig. 1 is a schematic view of an application scenario of a recommendation method for a live broadcast room according to an embodiment of the present application, where the application scenario includes an anchor client 101, a server 102, and a viewer client 103 according to an embodiment of the present application, and the anchor client 101 and the viewer client 103 interact with each other through the server 102.

The anchor client 101 is a client that transmits a live video, and is generally a client used by an anchor (i.e., a live anchor user) in live streaming.

The viewer client 103 refers to an end that receives and views a live video, and is typically a client employed by a viewer viewing a video in a live network (i.e., a live viewer user).

The hardware at which the anchor client 101 and viewer client 103 are directed is essentially a computer device, and in particular, as shown in fig. 1, it may be a type of computer device such as a smart phone, smart interactive tablet, and personal computer. Both the anchor client 101 and the viewer client 103 may access the internet via known network access means to establish a data communication link with the server 102.

The server 102 is a business server, and may be responsible for further connecting related audio data servers, streaming media servers, and other servers providing related support, etc. to form a logically associated server cluster to provide services for related terminal devices, such as the anchor client 101 and the viewer client 103 shown in fig. 1.

In the embodiment of the present application, the anchor client 101 and the audience client 103 may join in the same live broadcast room (i.e., a live broadcast channel), where the live broadcast room is a chat room implemented by means of an internet technology, and generally has an audio/video broadcast control function. The anchor user is live in the live room through the anchor client 101, and the audience of the audience client 103 can log in the server 102 to enter the live room to watch the live.

In the live broadcast room, interaction between the anchor and the audience can be realized through known online interaction modes such as voice, video, characters and the like, generally, the anchor performs programs for audience users in the form of audio and video streams, and economic transaction behaviors can also be generated in the interaction process. Of course, the application form of the live broadcast room is not limited to online entertainment, and can also be popularized to other relevant scenes, such as a video conference scene, a product recommendation sale scene and any other scenes needing similar interaction.

Specifically, the viewer watches live broadcast as follows: the audience can click and access the live application program installed on the audience client-side 103, the audience client-side 103 is triggered to display a live application program interface, a live room list is loaded in the live application program interface, the audience can browse a plurality of live room inlet images in the live room list, any one live room inlet image is selected to enter a corresponding live room, and live broadcast and various online interactions are carried out in the live room. The live broadcast room list can realize recommendation of the live broadcast room, the exposure rate of the live broadcast room is improved, and audiences are guided to enter the live broadcast room to watch live broadcasts.

However, at present, when confirming the recommended data of the live broadcast room, the data is often performed based on data such as the popularity of the live broadcast room and the behavior preference of the audience, and therefore, the highlight content is not being presented in the live broadcast room recommended in the live broadcast room list, so that the audience frequently switches the live broadcast room, and not only is it difficult to achieve the expected recommendation effect, but also the flow introduction cannot be provided for the live broadcast room.

Based on the above, the embodiment of the application provides a recommendation method for a live broadcast room. Referring to fig. 2, fig. 2 is a schematic flowchart illustrating a method for recommending a live broadcast room according to a first embodiment of the present application, where the method includes the following steps:

s101: the server responds to a live broadcast room list loading request sent by the audience client, and obtains candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state includes a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented.

S102: the server determines the recommendation data of the live broadcast room according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and issues the recommendation data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list.

S103: and the audience client receives the live broadcast room recommendation data, and displays the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data.

In this embodiment, the recommendation method for the live broadcast room is described from two execution subjects, i.e., the client and the server. Wherein, the client comprises an anchor client and a spectator client.

In step S101, when the viewer enters the live application program through the viewer client, the viewer client is triggered to display a live application program interface, where the live application program interface includes several components, for example: a search component, a live room listing, and a personal hub component, among others.

Referring to fig. 3, fig. 3 is a schematic view of a live application program interface according to an embodiment of the present application. As shown in fig. 3, a live view list 31 is displayed in the live view application program interface 3, the live view list 31 includes a plurality of live view entry images 311, and a user can enter a corresponding live view to watch live view by triggering the live view entry images 311.

The live view entry image 311 presented in the live view list 31 is dynamic, that is, when the viewer triggers the viewer client to display the live view application program interface, or when the viewer triggers the live view list 31 to update, the viewer client sends a live view list loading request to the server to obtain the recommended data of the live view and determine the live view entry image 311 to be currently displayed.

In step S101, the server responds to a live broadcast list loading request sent by the viewer client, and obtains candidate live broadcast room identifiers and live broadcast content states corresponding to the candidate live broadcast room identifiers.

The candidate live broadcast room identification refers to a live broadcast room identification which is possibly selected to be recommended. How to obtain the candidate live room identification will be described in detail below.

Referring to fig. 3, the live room list 31 shown in fig. 3 refers to a live room list in the hot door page, and when the user clicks on other types of pages, including but not limited to a music page, a talk show page, a dance page, etc., the corresponding live room lists may be different.

The difference is that the hot door page displays a live room list of the integrated class, and various types of live rooms are displayed in the live room list of the integrated class, and the hot door page is not limited to a live room of a certain type, but for other types of pages, for example: and the dance page displays a dance live-broadcast room list, only the dance live-broadcast room is displayed in the dance live-broadcast room list, and other types of live-broadcast rooms do not appear.

Thus, the obtained candidate live room identification is determined based on the live room list load request.

In an alternative embodiment, referring to fig. 4, in S101, the step of acquiring the candidate live broadcast room identifier by the server in response to the live broadcast room list loading request sent by the viewer client includes S1011 to S1012, which is specifically as follows:

s1011: and the server responds to a live broadcast room list loading request sent by the audience client, analyzes the live broadcast room list loading request and acquires the category of the live broadcast room list.

S1012: the server acquires a candidate live broadcast room identifier according to the category of the live broadcast room list; and the live broadcast room category corresponding to the candidate live broadcast room identification is matched with the live broadcast room list category.

Specifically, the server responds to a live broadcast room list loading request, analyzes the live broadcast room list loading request to obtain a live broadcast room list category, and then obtains a candidate live broadcast room identifier according to the live broadcast room list category.

In this embodiment, it can be ensured that the live broadcast room category corresponding to the obtained candidate live broadcast room identifier matches with the live broadcast room list category, so that the watching requirements of the audience are met to a higher degree.

After the candidate live broadcast room identifications are obtained, the live broadcast content states corresponding to the candidate live broadcast room identifications are also required to be obtained.

Wherein the live content state includes a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented. Specifically, the performance may refer to a dance performance, a music performance, a talk show performance, a game performance, and the like.

It can be understood that if the live broadcast room category corresponding to the candidate live broadcast room identifier is a dance category for the dance-type live broadcast room list, the live broadcast content state corresponding to the candidate live broadcast room identifier includes a first live broadcast content state in which the dance performance is being presented and a second live broadcast content state in which the dance performance is not being presented.

How to obtain the live content status corresponding to each candidate live room identifier will be described in detail below.

The server mentioned in the present application may be understood as a server cluster, and in an alternative embodiment, the server cluster may include a service server, a streaming media server, a stream management server, a tag server, and the like, and all the servers cooperate with each other to jointly implement the live broadcast recommendation method provided in the present application.

The server executing steps S101 to S103 refers to a service server in the server cluster, and the service server is configured to determine a live content state corresponding to the candidate live broadcast room identifier and recommended data of the live broadcast room.

In an optional embodiment, the service server may directly establish a data connection with a streaming media server, where the streaming media server is configured to detect a live content state and feed back a state detection result.

Specifically, in order to obtain the live content state corresponding to each candidate live broadcast room identifier, the service server may send the candidate live broadcast room identifier to the streaming media server, and receive a detection result returned by the streaming media server, so as to obtain the live content state corresponding to each candidate live broadcast room identifier.

However, in this case, since the service server may respond to multiple live broadcast room list loading requests, the streaming media server may repeat detecting the live broadcast content status corresponding to the same candidate live broadcast room identifier, which may result in overload operation of the streaming media server.

In another alternative embodiment, the service server may also directly establish a data connection with the tag server, and the tag server then establishes a data connection with the streaming media server.

The label server is used for sending all live broadcast room identifications to be detected to the streaming media server and receiving live broadcast content states corresponding to all live broadcast room identifications to be detected returned by the streaming media server. And then, the tag server stores a plurality of live broadcast room identifications of which the corresponding live broadcast content states are the first live broadcast content states according to the live broadcast content states corresponding to all live broadcast room identifications to be detected.

Specifically, in order to obtain the live content state corresponding to each candidate live broadcast room identifier, the service server may obtain, according to an inquiry interface provided by the tag server, a plurality of live broadcast room identifiers whose corresponding live broadcast content states are the first live broadcast content states, so as to obtain the live broadcast content states corresponding to the candidate live broadcast room identifiers.

Under the condition, the business server interacts with the label server, and the business server can directly acquire a plurality of live broadcast room identifications of which the corresponding live broadcast content states are the first live broadcast content states from the query interface provided by the label server, so that the stream media server can not repeatedly detect the live broadcast content, and only needs to detect the live broadcast content states corresponding to all live broadcast room identifications to be detected, thereby effectively reducing the load of the stream media server.

In this embodiment, it is considered that the second manner can effectively reduce the load of the streaming media server, and therefore, a data connection is established between the service server and the tag server, a plurality of live room identifiers whose corresponding live content states are the first live content states are acquired through an inquiry interface provided by the tag server, and then it is determined whether the candidate live room identifier is the same as any one of the live room identifiers, if so, it is determined that the live content state corresponding to the candidate live room identifier is the first live content state, and if not, it is determined that the live content state corresponding to the candidate live room identifier is the second live content state.

In step S102, the server determines the recommended data of the live broadcast room according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and issues the recommended data of the live broadcast room to the audience client.

The live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list.

The target live broadcast room identification refers to a live broadcast room identification selected from the candidate live broadcast room identifications, and a target live broadcast room entrance image corresponding to the target live broadcast room identification appears in a live broadcast room list.

And the audience can trigger the audience client to load the live broadcast interface corresponding to the target live broadcast room identifier and the live broadcast content corresponding to the target live broadcast room identifier for the audience by clicking the live broadcast room entrance image.

The live broadcast room entry image corresponding to the target live broadcast room identifier may be a cover image corresponding to the target live broadcast room identifier.

How to determine the live broadcast room recommendation data according to the live broadcast content state corresponding to the candidate live broadcast room identifier will be specifically described below.

In an optional embodiment, referring to fig. 5, in S102, the server determines, according to a live content status corresponding to the candidate live broadcast room identifier, live broadcast room recommendation data, including the steps of:

s1021: and the server acquires initial recommendation information corresponding to the candidate live broadcast room identifier.

S1022: and the server obtains final recommendation information corresponding to each candidate live broadcast room identifier according to the live broadcast content state corresponding to the candidate live broadcast room identifier, the recommendation weight corresponding to the live broadcast content state and the initial recommendation information.

S1023: and the server determines the recommended data of the live broadcast room according to the final recommended information corresponding to each candidate live broadcast room identifier.

The initial recommendation information may refer to a recommendation degree of the live broadcast room calculated according to an original recommendation algorithm.

For example: and calculating the recommendation degree of the live broadcast room after weighted accumulation according to various interactive data of the live broadcast room and the recommendation weight corresponding to each interactive data.

The interaction data includes, but is not limited to, gift interactive data, speech interactive data, and the like.

After the initial recommendation information corresponding to the candidate live broadcast room identification is obtained, the server obtains final recommendation information corresponding to each candidate live broadcast room identification according to the live broadcast content state corresponding to the candidate live broadcast room identification, the recommendation weight corresponding to the live broadcast content state and the initial recommendation information.

And the final recommendation information refers to the final live broadcast room recommendation degree calculated after the live broadcast content state corresponding to the candidate live broadcast room identification is comprehensively considered.

Since the live content state corresponding to the candidate live broadcast room identifier may be the first live broadcast content state or the second live broadcast content state, in order to preferentially recommend the live broadcast room presenting the performance, the recommendation weights corresponding to the two live broadcast content states are different.

In an optional embodiment, the recommendation weight corresponding to the first live content state may be set to be a positive number, and the positive number may be greater than the recommendation weight corresponding to the interactive data, so that the influence of the live content state on the final recommendation information is the greatest, and the recommendation weight corresponding to the second live content state may be set to be 0 or a negative number.

The server obtains live broadcast room recommendation degrees corresponding to the live broadcast content states according to the live broadcast content states corresponding to the candidate live broadcast room identifications and recommendation weights corresponding to the live broadcast content states, and then accumulates the live broadcast room recommendation degrees corresponding to the live broadcast content states and the live broadcast room recommendation degrees calculated according to an original recommendation algorithm to obtain final live broadcast room recommendation degrees corresponding to the candidate live broadcast room identifications, namely final recommendation information corresponding to the candidate live broadcast room identifications.

And finally, the server determines the recommended data of the live broadcast room according to the final recommended information corresponding to each candidate live broadcast room identifier.

Specifically, the server determines a recommended target live broadcast room identifier and a recommendation sequence corresponding to the target live broadcast room identifier according to the final live broadcast room recommendation degree corresponding to each candidate live broadcast room identifier, so that live broadcast room recommendation data are determined.

In this embodiment, the target live broadcast room with the higher recommendation degree of the final live broadcast room is closer to the front in the corresponding recommendation sequence, so that the live broadcast room showing the performance is preferentially recommended to the audience as much as possible, and the live broadcast interaction experience of the audience is improved.

In another alternative embodiment, referring to fig. 6, in S102, the server determines the recommended data of the live broadcast room according to the live broadcast content status corresponding to the candidate live broadcast room identifier, including the steps of:

s1024: the server acquires initial recommendation data; the initial recommendation data comprise candidate live broadcast room identifications and recommendation sequences corresponding to the candidate live broadcast room identifications.

S1025: and the server removes the candidate live broadcast room identifications of which the corresponding live broadcast content states in the initial recommendation data are the second live broadcast content states according to the live broadcast content states corresponding to the candidate live broadcast room identifications, and updates the recommendation sequence corresponding to each candidate live broadcast room identification to obtain the live broadcast room recommendation data.

In this embodiment, the initial recommendation data is determined according to the initial recommendation information corresponding to the candidate live broadcast room identifier, and the initial recommendation data includes the candidate live broadcast room identifier and a recommendation sequence corresponding to the candidate live broadcast room identifier.

The higher the initial recommendation information corresponding to the candidate live broadcast room identifier is, the earlier the recommendation sequence corresponding to the candidate live broadcast room identifier is.

On the basis, the server removes the candidate live broadcast room identification of which the corresponding live broadcast content state in the initial recommendation data is the second live broadcast content state according to the live broadcast content state corresponding to the candidate live broadcast room identification, and then updates the recommendation sequence corresponding to each candidate live broadcast room identification to obtain the live broadcast room recommendation data.

For example: the initial recommendation data acquired by the server comprises n candidate live broadcast room identifications and recommendation sequences corresponding to the n candidate live broadcast room identifications, if the server judges that the live broadcast content state corresponding to the ith candidate live broadcast room identification is the second live broadcast content state, the recommendation sequences corresponding to the original (i + 1) th to nth candidate live broadcast room identifications are moved forward by 1 bit and updated to the (i) th to (n-1) th candidate live broadcast room identifications, and live broadcast room recommendation data are acquired.

In the embodiment, the live broadcast room not presenting the performance can be effectively prevented from appearing in the live broadcast room list, the recommendation effect is further improved, and the live broadcast interaction experience of audiences is ensured.

In step S103, the viewer client receives the live broadcast room recommendation data, and displays the live broadcast room entry image corresponding to the target live broadcast room identifier at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data.

In an optional embodiment, for a target live broadcast room whose corresponding live broadcast content state is the first live broadcast content state, state prompt information may be displayed in an image of a corresponding live broadcast room entry.

The status prompt information is used to prompt the target live room to perform, so that the audience can more easily distinguish which live rooms are performing.

Referring to fig. 7, fig. 7 is a schematic view illustrating a display of status prompt information on a live view list according to an embodiment of the present application. As can be seen from fig. 7, the status prompt information 71, the live-room portal image 311 on which the status prompt information 71 is displayed is preferentially recommended in the live-room list 31, that is, the live room on which the performance is being presented is preferentially recommended.

Referring to fig. 8, fig. 8 is a flowchart illustrating a recommendation method for a live broadcast room according to a second embodiment of the present application, including the following steps:

s201: the server responds to the live broadcast room starting command, analyzes the live broadcast room starting command to obtain a live broadcast room identification, and confirms the live broadcast room identification to be detected from the live broadcast room identification.

S202: the server acquires the live broadcast content corresponding to the live broadcast room identification to be detected, determines the live broadcast content state corresponding to the live broadcast room identification to be detected according to the live broadcast content corresponding to the live broadcast room identification to be detected, and stores the live broadcast room identification of which the corresponding live broadcast content state is the first live broadcast content state.

S203: the server responds to a live broadcast room list loading request sent by the audience client, and obtains candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state includes a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented.

S204: the server determines the recommendation data of the live broadcast room according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and issues the recommendation data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list.

S205: and the audience client receives the live broadcast room recommendation data, and displays the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommendation data.

S203 to S205 in the present embodiment are the same as steps S101 to S103 in the first embodiment, and reference is made to the detailed description of the first embodiment for S203 to S205, which will not be repeated here.

Regarding step S201, the server responds to the live broadcast room start command, parses the live broadcast room start command to obtain the live broadcast room identifier, and confirms the to-be-detected live broadcast room identifier from the live broadcast room identifier.

In this embodiment, the server acquires the live broadcast room identifier that has been played based on the live broadcast room playing instruction, and then confirms the live broadcast room identifier to be detected from the live broadcast room identifier that has been played, so that live broadcast content detection is performed only for the live broadcast room, and detection resources are saved.

In an optional embodiment, the step of confirming the to-be-detected live broadcast room identifier from the live broadcast room identifiers in step S201 includes: and the server acquires a list of the to-be-detected live broadcast rooms, and if the live broadcast room identifier is in the list of the to-be-detected live broadcast rooms, the live broadcast room identifier is confirmed to be the to-be-detected live broadcast room identifier.

The list of the to-be-detected live broadcast rooms is a list used for filtering the live broadcast room identifiers.

For example: if the live broadcast room recommendation method is only used for confirming the dance live broadcast room list and the music live broadcast room list, the list of the live broadcast room to be detected can only include dance live broadcast room identifications and music live broadcast room identifications.

For another example: according to the live broadcast room recommendation method, only some live broadcast rooms meeting the preset requirements are recommended, and then the list of the live broadcast rooms to be detected only comprises live broadcast room identifications corresponding to the live broadcast rooms meeting the preset requirements.

In this embodiment, the server can determine whether the live broadcast room identifier played is in the live broadcast room list to be detected according to the live broadcast room list to be detected, and if so, confirms that the live broadcast room identifier is the live broadcast room identifier to be detected, so that the detection resources can be further saved.

In an optional embodiment, the server further obtains current time every preset time interval, determines whether a difference between the current time and a heartbeat time corresponding to the to-be-detected live broadcast room identifier is greater than a preset time threshold, and if so, stops detecting live broadcast content corresponding to the to-be-detected live broadcast room identifier.

And the heartbeat time is the time for confirming that the live broadcast room corresponding to the live broadcast room identification is in the live broadcast continuous state last time.

In this embodiment, the server can respond to the heartbeat instruction, determine to update which to detect the heartbeat time that live broadcast room identification corresponds according to the heartbeat instruction, if the server judges that the difference between the current time and the heartbeat time that detects live broadcast room identification corresponds is greater than the preset time threshold, then mean that the server has not received the heartbeat instruction about should detecting the live broadcast room identification between the preset time threshold all the time, consequently, the server can stop detecting the live broadcast content that should detect live broadcast room identification correspondence to guarantee only detect the live broadcast room that is in the live broadcast continuous state, further improve detection speed, save detection resources.

In addition, the server responds to a live broadcast room stop command, acquires a live broadcast room identifier to be detected corresponding to the stopped live broadcast room to be detected, and stops detecting the live broadcast content of the stopped live broadcast room to be detected.

In step S202, the server obtains the live content corresponding to the to-be-detected live room identifier, determines the live content state corresponding to the to-be-detected live room identifier according to the live content corresponding to the to-be-detected live room identifier, and stores the live room identifier whose corresponding live content state is the first live content state.

The live broadcast content corresponding to the live broadcast room identifier to be detected refers to the live broadcast content currently being played in the live broadcast room corresponding to the live broadcast room identifier to be detected.

The server can determine whether the live content state corresponding to the live room identifier to be detected is in a first live content state in which the performance is being presented or in a second live content state in which the performance is not being presented according to the live content corresponding to the live room identifier to be detected.

And then, the server only stores the corresponding live broadcast room identification of which the live broadcast content state is the first live broadcast content state, and discards the corresponding live broadcast room identification of which the live broadcast content state is the second live broadcast content state.

In an alternative embodiment, referring to fig. 9, S202 includes steps S2021 to S2022, which are as follows:

s2021: and the server determines the live broadcast content label corresponding to the identification of the to-be-detected live broadcast room according to the live broadcast content corresponding to the identification of the to-be-detected live broadcast room.

S2022: and confirming the live broadcast content state corresponding to the live broadcast room identifier to be detected according to the live broadcast content label corresponding to the live broadcast room identifier to be detected, and storing the live broadcast room identifier of which the corresponding live broadcast content state is the first live broadcast content state.

In this embodiment, the server first obtains a live content tag corresponding to the to-be-detected live room identifier according to the live content corresponding to the to-be-detected live room identifier and a preset content detection method.

Including but not limited to singing, dancing, resting, etc. The preset content detection method may be any one of existing live content detection methods.

And then, the server confirms the live content state corresponding to the identification of the to-be-detected live broadcast room based on the live broadcast content label corresponding to the identification of the to-be-detected live broadcast room.

For example: and if the live content label corresponding to the live broadcasting room identifier to be detected is singing or dancing, determining that the live broadcasting content state corresponding to the live broadcasting room identifier to be detected is the first live broadcasting content state.

If the live content label corresponding to the live room identifier to be detected is at rest, the live content state corresponding to the live room identifier to be detected can be confirmed to be a second live content state.

In another alternative embodiment, referring to fig. 10, S202 includes steps S2023 to S2025, which are as follows:

s2023: and the server determines a live broadcast content label corresponding to the live broadcast room identifier to be detected and a live broadcast content score corresponding to the live broadcast room identifier to be detected according to the live broadcast content corresponding to the live broadcast room identifier to be detected.

S2024: and the server confirms the live broadcast content state corresponding to the identification of the to-be-detected live broadcast room according to the live broadcast content label corresponding to the identification of the to-be-detected live broadcast room.

S2025: the server stores a live broadcast room identifier of which the corresponding live broadcast content score is lower than a preset score threshold value and the corresponding live broadcast content state is a first live broadcast content state.

In this embodiment, the server may determine, according to the live content corresponding to the to-be-detected live room identifier and the preset content detection method, not only the live content tag corresponding to the to-be-detected live room identifier, but also the live content score corresponding to the to-be-detected live room identifier, so that after the server determines, according to the live content tag corresponding to the to-be-detected live room identifier, the live content state corresponding to the to-be-detected live room identifier, only the live room identifier in which the corresponding live content score is lower than a preset score threshold value and the corresponding live content state is the first live content state is stored.

The stored live broadcast room identification is further screened based on the live broadcast content scoring corresponding to the live broadcast room identification to be detected, so that the live broadcast room recommended in the live broadcast room list can be better evaluated, and the possibility that a user frequently switches the live broadcast room is reduced.

In the present embodiment, the server, which is the execution subject of steps S201 to S202, needs to be explained.

In an alternative embodiment, as described in the first embodiment, the server may be understood as a server cluster, which is divided into a service server, a streaming media server, a stream management server, a tag server, and the like, the server performing steps S203 to S205 is a service server in the server cluster, the service server is used to determine a live content state corresponding to the candidate live broadcast room identifier and recommendation data of the live broadcast room, and the server performing steps S201 to S202 may include the tag server and the streaming media server in the server cluster.

The tag server is used for providing an inquiry interface of the live content state, the business server establishes data connection with the tag server and can inquire a plurality of live room identifications of which the corresponding live content states are the first live content states, and therefore the live content states corresponding to the candidate live room identifications can be determined.

The streaming media server is used for detecting the live content state and feeding back a state detection result. The tag server and the streaming media server establish data connection, all live broadcast room identifications to be detected are sent to the streaming media server, the live broadcast content states corresponding to all the live broadcast room identifications to be detected returned by the streaming media server can be received, and a plurality of live broadcast room identifications of which the corresponding live broadcast content states are the first live broadcast content states are stored.

In an optional embodiment, the server in step 201 may refer to a tag server, and specifically, the tag server responds to a live broadcast room start instruction sent by the stream management server, parses the live broadcast room start instruction to obtain a live broadcast room identifier, and confirms the live broadcast room identifier to be detected from the live broadcast room identifier.

The stream management server is used for managing the start-stop broadcast events of the live broadcast room, the label server can acquire the broadcast live broadcast room identification through the stream management server, and then the live broadcast room identification to be detected is confirmed from the broadcast live broadcast room identification.

In an alternative embodiment, the server in step S02 includes a streaming media server and a tag server.

Specifically, the streaming media server receives a live broadcast room identification to be detected sent by the tag server, determines a live broadcast content state corresponding to the live broadcast room identification to be detected according to live broadcast content corresponding to the live broadcast room identification to be detected, sends the live broadcast content state corresponding to the live broadcast room identification to the tag server, and the tag server receives the live broadcast content state corresponding to the live broadcast room identification to be detected and stores the live broadcast content state corresponding to the live broadcast content state as the live broadcast room identification of the first live broadcast content state.

It should be understood that, in the embodiment of the present application, the server may not be subdivided into a service server, a streaming media server, a stream management server, a tag server, and the like, and all the method steps described in the present application may be uniformly understood to be executed by one server cluster.

Referring to fig. 11, fig. 11 is a flowchart illustrating a live broadcast recommendation method according to a third embodiment of the present application, which includes the following steps:

s301: responding to a live broadcast room list loading request sent by a viewer client, and acquiring candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state includes a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented.

S302: determining live broadcast room recommended data according to the live broadcast content state corresponding to the candidate live broadcast room identifier, issuing the live broadcast room recommended data to the audience client, enabling the audience client to receive the live broadcast room recommended data, and displaying a live broadcast room entrance image corresponding to the target live broadcast room identifier at a corresponding display position in a live broadcast room list according to the live broadcast room recommended data; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list.

The present embodiment describes a recommendation method for a live broadcast from a server execution perspective, and reference may be made to the above embodiment for detailed explanation of steps S301 to S302, which will not be repeated here.

Please refer to fig. 12, which is a schematic structural diagram of a recommendation device in a live broadcast room according to a fourth embodiment of the present application. The apparatus may be implemented as all or part of a computer device in software, hardware, or a combination of both. The apparatus 12 comprises:

a state obtaining unit 121, configured to, in response to a live broadcast room list loading request sent by a viewer client, a server obtain candidate live broadcast room identifiers and live broadcast content states corresponding to the candidate live broadcast room identifiers; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

the recommending unit 122 is used for determining the recommended data of the live broadcast room by the server according to the live broadcast content state corresponding to the candidate live broadcast room identifier and sending the recommended data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in a live broadcast room list;

and the display unit 123 is configured to receive the live broadcast room recommendation data by the viewer client, and display a live broadcast room entry image corresponding to the target live broadcast room identifier at a corresponding display position in the live broadcast room list according to the live broadcast room recommendation data.

It should be noted that, when the recommendation apparatus for a live broadcast room provided in the foregoing embodiment executes the recommendation method for a live broadcast room, the above-mentioned division of each function module is merely used as an example, and in practical applications, the above-mentioned function distribution may be completed by different function modules according to needs, that is, the internal structure of the device is divided into different function modules, so as to complete all or part of the above-mentioned functions. In addition, the recommendation device for the live broadcast room and the recommendation method for the live broadcast room provided by the above embodiments belong to the same concept, and details of implementation processes are found in method embodiments and are not described herein again.

Fig. 13 is a schematic structural diagram of a computer device according to a fifth embodiment of the present application. As shown in fig. 13, the computer device 13 may include: a processor 130, a memory 131, and a computer program 132 stored in the memory 131 and executable on the processor 130, such as: a recommendation program of the live broadcast room; the steps in the first to third embodiments are implemented when the processor 130 executes the computer program 132.

The processor 130 may include one or more processing cores, among others. The processor 130 is connected to various parts in the computer device 13 by various interfaces and lines, executes various functions of the computer device 13 and processes data by operating or executing instructions, programs, code sets or instruction sets stored in the memory 131 and calling data in the memory 131, and optionally, the processor 130 may be implemented in at least one hardware form of Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA), Programmable Logic Array (PLA). The processor 130 may integrate one or more of a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), a modem, and the like. Wherein, the CPU mainly processes an operating system, a user interface, an application program and the like; the GPU is used for rendering and drawing contents required to be displayed by the touch display screen; the modem is used to handle wireless communications. It is understood that the modem may not be integrated into the processor 130, but may be implemented by a single chip.

The Memory 131 may include a Random Access Memory (RAM) or a Read-Only Memory (Read-Only Memory). Optionally, the memory 131 includes a non-transitory computer-readable medium. The memory 131 may be used to store instructions, programs, code sets or instruction sets. The memory 131 may include a program storage area and a data storage area, wherein the program storage area may store instructions for implementing an operating system, instructions for at least one function (such as touch instructions, etc.), instructions for implementing the above-described method embodiments, and the like; the storage data area may store data and the like referred to in the above respective method embodiments. The memory 131 may optionally be at least one storage device located remotely from the processor 130.

The embodiment of the present application further provides a computer storage medium, where the computer storage medium may store a plurality of instructions, where the instructions are suitable for being loaded by a processor and executing the method steps of the foregoing embodiment, and a specific execution process may refer to specific descriptions of the foregoing embodiment, which is not described herein again.

It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-mentioned division of the functional units and modules is illustrated, and in practical applications, the above-mentioned function distribution may be performed by different functional units and modules according to needs, that is, the internal structure of the apparatus is divided into different functional units or modules, so as to perform all or part of the functions described above. Each functional unit and module in the embodiments may be integrated in one processing unit, or each unit may exist alone physically, or two or more units are integrated in one unit, and the integrated unit may be implemented in a form of hardware, or in a form of software functional unit. In addition, specific names of the functional units and modules are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present application. The specific working processes of the units and modules in the system may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.

In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and reference may be made to the related descriptions of other embodiments for parts that are not described or illustrated in a certain embodiment.

Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.

In the embodiments provided in the present invention, it should be understood that the disclosed apparatus/terminal device and method may be implemented in other ways. For example, the above-described embodiments of the apparatus/terminal device are merely illustrative, and for example, a module or a unit may be divided into only one logical function, and may be implemented in other ways, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.

Units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present invention 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 modules/units, if implemented in the form of software functional units and sold or used as separate products, may be stored in a computer readable storage medium. Based on such understanding, all or part of the flow in the method according to the embodiments of the present invention may also be implemented by a computer program, which may be stored in a computer-readable storage medium and used by a processor to implement the steps of the above-described embodiments of the method. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc.

The present invention is not limited to the above-described embodiments, and various modifications and variations of the present invention are intended to be included within the scope of the claims and the equivalent technology of the present invention if they do not depart from the spirit and scope of the present invention.

Claims

1. A recommendation method for a live broadcast room is characterized by comprising the following steps:

the server responds to a live broadcast room list loading request sent by a viewer client, and obtains candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

the server determines live broadcast room recommendation data according to the live broadcast content state corresponding to the candidate live broadcast room identification, and issues the live broadcast room recommendation data to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in the live broadcast room list;

2. The live broadcast room recommendation method according to claim 1, wherein the server obtains the candidate live broadcast room identifier in response to a live broadcast room list loading request sent by the viewer client, and comprises the steps of:

the server responds to a live broadcast room list loading request sent by a viewer client, analyzes the live broadcast room list loading request and acquires a live broadcast room list category;

the server acquires the candidate live broadcast room identification according to the category of the live broadcast room list; and the live broadcast room category corresponding to the candidate live broadcast room identification is matched with the live broadcast room list category.

3. The live broadcast room recommendation method according to claim 1 or 2, wherein before the server responds to a live broadcast room list loading request sent by a viewer client and obtains candidate live broadcast room identifiers and live broadcast content states corresponding to the candidate live broadcast room identifiers, the method comprises the steps of:

the server responds to a live broadcast room starting command, analyzes the live broadcast room starting command to obtain a live broadcast room identifier, and confirms the live broadcast room identifier to be detected from the live broadcast room identifier;

the server acquires the live broadcast content corresponding to the to-be-detected live broadcast room identification, determines the live broadcast content state corresponding to the to-be-detected live broadcast room identification according to the live broadcast content corresponding to the to-be-detected live broadcast room identification, and stores the live broadcast room identification of which the corresponding live broadcast content state is the first live broadcast content state.

4. The recommendation method of the live broadcast room according to claim 3, wherein the step of confirming the live broadcast room identifier to be detected from the live broadcast room identifier comprises the steps of:

and the server acquires a list of to-be-detected live broadcast rooms, and if the live broadcast room identifier is in the list of to-be-detected live broadcast rooms, the server confirms that the live broadcast room identifier is the to-be-detected live broadcast room identifier.

5. A recommendation method for a live broadcast room according to claim 3, characterized in that said method further comprises the steps of:

the server acquires current time every preset time, judges whether the difference between the current time and the heartbeat time corresponding to the to-be-detected live broadcast room identification is larger than a preset time threshold value, and stops detecting live broadcast content corresponding to the to-be-detected live broadcast room identification if the difference is larger than the preset time threshold value; and the heartbeat time is the time for confirming that the live broadcast room corresponding to the live broadcast room identification is in the live broadcast continuous state last time.

6. The live broadcast room recommendation method according to claim 3, wherein the determining, according to the live broadcast content corresponding to the to-be-detected live broadcast room identifier, the live broadcast content state corresponding to the to-be-detected live broadcast room identifier, and storing the live broadcast room identifier whose corresponding live broadcast content state is the first live broadcast content state, includes the steps of:

the server determines a live broadcast content label corresponding to the to-be-detected live broadcast room identification according to the live broadcast content corresponding to the to-be-detected live broadcast room identification;

and the server confirms the live broadcast content state corresponding to the to-be-detected live broadcast room identification according to the live broadcast content label corresponding to the to-be-detected live broadcast room identification, and stores the live broadcast room identification of which the corresponding live broadcast content state is the first live broadcast content state.

7. The live broadcast room recommendation method according to claim 3, wherein the determining, according to the live broadcast content corresponding to the to-be-detected live broadcast room identifier, the live broadcast content state corresponding to the to-be-detected live broadcast room identifier, and storing the live broadcast room identifier whose corresponding live broadcast content state is the first live broadcast content state, includes the steps of:

the server determines a live broadcast content label corresponding to the to-be-detected live broadcast room identification and a live broadcast content score corresponding to the to-be-detected live broadcast room identification according to the live broadcast content corresponding to the to-be-detected live broadcast room identification;

the server confirms the live broadcast content state corresponding to the to-be-detected live broadcast room identification according to the live broadcast content label corresponding to the to-be-detected live broadcast room identification;

and the server stores a live broadcast room identifier which corresponds to the live broadcast content score lower than a preset score threshold value and corresponds to the live broadcast content state as the first live broadcast content state.

8. The recommendation method of the live broadcast room according to claim 1 or 2, wherein the step of obtaining the candidate live broadcast room identifiers and the live broadcast content states corresponding to the candidate live broadcast room identifiers comprises the steps of:

the server acquires a plurality of live broadcast room identifications of which the corresponding live broadcast content states are the first live broadcast content states, judges whether the candidate live broadcast room identifications are the same as any one of the live broadcast room identifications, and if yes, determines that the live broadcast content states corresponding to the candidate live broadcast room identifications are the first live broadcast content states.

9. The live broadcast room recommendation method according to claim 1 or 2, wherein the server determines live broadcast room recommendation data according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and the method comprises the following steps:

the server acquires initial recommendation information corresponding to the candidate live broadcast room identifier;

the server obtains final recommendation information corresponding to each candidate live broadcast room identifier according to the live broadcast content state corresponding to the candidate live broadcast room identifier, the recommendation weight corresponding to the live broadcast content state and the initial recommendation information;

and the server determines the recommended data of the live broadcast room according to the final recommended information corresponding to each candidate live broadcast room identifier.

10. The live broadcast room recommendation method according to claim 1 or 2, wherein the server determines live broadcast room recommendation data according to the live broadcast content state corresponding to the candidate live broadcast room identifier, and the method comprises the following steps:

the server acquires initial recommendation data; the initial recommendation data comprises the candidate live broadcast room identifications and recommendation sequences corresponding to the candidate live broadcast room identifications;

and the server removes the candidate live broadcast room identifications of which the corresponding live broadcast content states in the initial recommendation data are the second live broadcast content states according to the live broadcast content states corresponding to the candidate live broadcast room identifications, and updates the recommendation sequence corresponding to each candidate live broadcast room identification to obtain the live broadcast room recommendation data.

11. A recommendation method for a live broadcast room is characterized by comprising the following steps:

determining live broadcast room recommended data according to the live broadcast content state corresponding to the candidate live broadcast room identifier, sending the live broadcast room recommended data to the audience client, enabling the audience client to receive the live broadcast room recommended data, and displaying a live broadcast room entrance image corresponding to the target live broadcast room identifier at a corresponding display position in a live broadcast room list according to the live broadcast room recommended data; the live broadcast room recommendation data comprise the target live broadcast room identification and a recommendation sequence corresponding to each target live broadcast room identification, and the recommendation sequence is used for determining the display position of a live broadcast room entrance image corresponding to the target live broadcast room identification in the live broadcast room list.

12. A recommendation device for a live broadcast room, comprising:

the server responds to a live broadcast room list loading request sent by a viewer client and acquires candidate live broadcast room identifications and live broadcast content states corresponding to the candidate live broadcast room identifications; wherein the live content state comprises a first live content state in which the performance is being presented and a second live content state in which the performance is not being presented;

the recommending unit is used for determining the recommended data of the live broadcast room by the server according to the live broadcast content state corresponding to the candidate live broadcast room identifier and sending the recommended data of the live broadcast room to the audience client; the live broadcast room recommendation data comprise target live broadcast room identifications and recommendation sequences corresponding to the target live broadcast room identifications, and the recommendation sequences are used for determining display positions of live broadcast room entrance images corresponding to the target live broadcast room identifications in the live broadcast room list;

and the display unit is used for receiving the live broadcast room recommended data by the audience client and displaying the live broadcast room entrance image corresponding to the target live broadcast room identification at the corresponding display position in the live broadcast room list according to the live broadcast room recommended data.

13. A computer device, comprising: processor, memory and computer program stored in the memory and executable on the processor, characterized in that the steps of the method according to any of claims 1 to 10 or 11 are implemented when the processor executes the computer program.

14. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the steps of the method according to any one of claims 1 to 10 or 11.