CN111046292B - Live broadcast recommendation method and device, computer readable storage medium and electronic equipment - Google Patents
Live broadcast recommendation method and device, computer readable storage medium and electronic equipment Download PDFInfo
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- CN111046292B CN111046292B CN201911367713.0A CN201911367713A CN111046292B CN 111046292 B CN111046292 B CN 111046292B CN 201911367713 A CN201911367713 A CN 201911367713A CN 111046292 B CN111046292 B CN 111046292B
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- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
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Abstract
The disclosure provides a live broadcast recommendation method, a live broadcast recommendation device, a computer readable storage medium and electronic equipment; relates to the technical field of live broadcasting. The live broadcast recommendation method comprises the following steps: acquiring information of a plurality of game roles live by each live broadcast main broadcasting end; acquiring target game role information corresponding to a live audience terminal, and determining candidate information matched with the target game role information from the game role information; and determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended, and recommending the anchor to be recommended at the live broadcast audience side. The live broadcast recommendation method can overcome the problem that matching of live broadcast content and user requirements is not refined enough to a certain extent, and further improves recommendation accuracy.
Description
Technical Field
The disclosure relates to the technical field of live broadcast, in particular to a live broadcast recommendation method, a live broadcast recommendation device, a computer readable storage medium and electronic equipment.
Background
The live webcast refers to that a host establishes independent signal acquisition equipment on site, and the acquired video and audio are led into a broadcasting guide end, so that the video and the audio are released to a live platform through a network for users to watch.
When a user enters a live platform, the live platform typically matches corresponding anchor recommendations to the user based on the type of program of interest the user has selected. For example, the user may select "food" after downloading the live platform, and the live platform may display the main broadcast program of multiple food types on the platform front page. However, the division of the types of the live programs is set by the platform, is relatively fixed, and cannot meet the personalized requirements of users.
It should be noted that the information disclosed in the above background section is only for enhancing understanding of the background of the present disclosure and thus may include information that does not constitute prior art known to those of ordinary skill in the art.
Disclosure of Invention
The invention aims to provide a live broadcast recommending method, a live broadcast recommending device, a computer readable storage medium and electronic equipment, so that the problem that the recommendation of a live broadcast program cannot meet the individuation of a user is solved to a certain extent, and the accuracy of the recommendation is improved.
Other features and advantages of the present disclosure will be apparent from the following detailed description, or may be learned in part by the practice of the disclosure.
According to a first aspect of the present disclosure, there is provided a live recommendation method, including:
Acquiring information of a plurality of game roles live by each live broadcast main broadcasting end;
acquiring target game role information corresponding to a live audience terminal, and determining candidate information matched with the target game role information from the game role information;
and determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended, and recommending the anchor to be recommended at the live broadcast audience side.
In an exemplary embodiment of the present disclosure, the determining candidate information matching the target game character information from the plurality of game character information includes:
acquiring classification information of the game role information;
and determining a target class matched with the target type from the classification information according to the target type to which the target game role information belongs, and taking the target class as the candidate information.
In an exemplary embodiment of the present disclosure, the obtaining classification information of the plurality of game character information includes:
and classifying the game role information according to the servers respectively corresponding to the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the obtaining classification information of the plurality of game character information includes:
And classifying the plurality of game role information according to the role attribute information contained in the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the obtaining classification information of the plurality of game character information includes:
and classifying the plurality of game role information by combining the game grade information and the role attribute information in the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, after obtaining the classification information of the plurality of game character information, further includes:
according to the classification information of the game role information, type labels of various types contained in the classification information are displayed in a user interface of the live audience terminal for selection by a user;
and determining game role information corresponding to the target type label as the candidate information according to the target type label selected by the user.
In an exemplary embodiment of the present disclosure, obtaining target game character information corresponding to a live audience includes:
and acquiring target game role information from a target game server according to the live account number of the live audience terminal.
In an exemplary embodiment of the present disclosure, the obtaining target game role information corresponding to a live audience includes:
and acquiring target game role information from a target game server according to the game account number bound in the live audience terminal. According to a second aspect of the present disclosure, there is provided a live broadcast recommendation apparatus, including an information acquisition module, an account determination module, and a recommendation module, wherein:
the information acquisition module is used for acquiring the information of a plurality of game roles live on each live broadcast master broadcasting end;
the candidate information determining module is used for acquiring target game role information corresponding to the live audience end and determining candidate information matched with the target game role information from the game role information;
and the account recommending module is used for determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended and recommending the anchor to be recommended at the live broadcast audience side.
In an exemplary embodiment of the present disclosure, the candidate information determination module may include an information classification unit and a target class determination unit, wherein:
the information classification unit may be configured to acquire classification information of the plurality of game character information;
The target class determining unit may be configured to determine, from the classification information, a target class matching the target type according to a target type to which the target game character information belongs, and use the target class as the candidate information.
In an exemplary embodiment of the present disclosure, the information classification unit may be specifically configured to: and classifying the game role information according to the servers respectively corresponding to the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the information classification unit may be specifically configured to: and classifying the plurality of game role information according to the role attribute information contained in the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the plurality of game character information is classified in combination with game level information and the character attribute information in the game character information to obtain the classification information.
In an exemplary embodiment of the present disclosure, the apparatus further comprises a display module and a selection module, wherein:
the display module can be used for displaying type labels of various types contained in the classification information in a user interface of the live audience terminal according to the classification information of the game role information so as to be selected by a user;
The selection module may be configured to determine, according to the target type tag selected by the user, game character information corresponding to the target type tag as the candidate information.
In one exemplary embodiment of the present disclosure, the candidate information determination module may be specifically configured to: and acquiring target game role information from a target game server according to the live account number of the live audience terminal. In one exemplary embodiment of the present disclosure, the candidate information determination module may be specifically configured to: and acquiring target game role information from a target game server according to the game account number bound in the live audience terminal.
According to a third aspect of the present disclosure, there is provided an electronic device comprising: a processor; and a memory for storing executable instructions of the processor; wherein the processor is configured to perform the method of any of the above via execution of the executable instructions.
According to a fourth aspect of the present disclosure, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the method of any one of the above.
Exemplary embodiments of the present disclosure may have some or all of the following advantages:
In the live broadcast recommendation method provided by the example embodiment of the disclosure, by acquiring the game role information of live broadcast of the live broadcast account, matching the game role information with the target game role information corresponding to the login user, and matching different game roles corresponding to each user, so as to match live broadcast more fitting with the user requirements, and meet the personalized requirements of the user; in addition, the live content can be determined through the game role information of live account live broadcast, so that matching is carried out according to the live content of a host, and the recommendation accuracy can be improved; meanwhile, compared with matching of live broadcast types divided in advance through a platform, matching is performed according to live broadcast game role information, manual type selection operation can be avoided, time is saved, and efficiency is improved; in addition, the method is not limited to the manually-divided live broadcast type, and matching between live broadcast content and users can be performed more finely by utilizing game role information, so that the intelligent recommendation is improved.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the disclosure and together with the description, serve to explain the principles of the disclosure. It will be apparent to those of ordinary skill in the art that the drawings in the following description are merely examples of the disclosure and that other drawings may be derived from them without undue effort.
FIG. 1 schematically illustrates a system architecture diagram for implementing the live recommendation method according to one embodiment of the present disclosure;
FIG. 2 schematically illustrates a flow diagram of a live recommendation method according to one embodiment of the present disclosure;
FIG. 3 schematically illustrates a flow diagram for determining candidate information in one embodiment in accordance with the disclosure;
FIG. 4 schematically illustrates a flow chart of determining candidate information in another embodiment according to the disclosure;
FIG. 5 schematically illustrates a flow diagram for recommending the to-be-recommended anchor at the live audience end in one embodiment of the present disclosure;
FIG. 6 schematically illustrates a block diagram of a live recommendation device, according to one embodiment of the present disclosure;
fig. 7 shows a schematic diagram of a computer system suitable for use in implementing embodiments of the present disclosure.
Detailed Description
Example embodiments will now be described more fully with reference to the accompanying drawings. However, the exemplary embodiments may be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of the example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided to give a thorough understanding of embodiments of the present disclosure. One skilled in the relevant art will recognize, however, that the aspects of the disclosure may be practiced without one or more of the specific details, or with other methods, components, devices, steps, etc. In other instances, well-known technical solutions have not been shown or described in detail to avoid obscuring aspects of the present disclosure.
Furthermore, the drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus a repetitive description thereof will be omitted. Some of the block diagrams shown in the figures are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemented in software or in one or more hardware modules or integrated circuits or in different networks and/or processor devices and/or microcontroller devices.
The flow diagrams depicted in the figures are exemplary only, and do not necessarily include all of the elements and operations/steps, nor must they be performed in the order described. For example, some operations/steps may be decomposed, and some operations/steps may be combined or partially combined, so that the order of actual execution may be changed according to actual situations.
First, a system architecture for implementing a live recommendation method is provided in an exemplary embodiment of the present disclosure. As shown with reference to fig. 1, the system architecture 100 may include terminal devices 101, 102, 103, a network 104, and a server 105. The network 104 is used as a medium to provide communication links between the terminal devices 101, 102, 103 and the server 105. The network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.
The user may interact with the server 105 via the network 104 using the terminal devices 101, 102, 103 to receive or send request instructions or the like. Various client applications, such as shopping class applications, web browser applications, live class applications, instant messaging tools, mailbox clients, social platform software, etc., may be installed on the terminal devices 101, 102, 103.
The terminal devices 101, 102, 103 may be a variety of electronic devices having a display screen and supporting web browsing, including but not limited to smartphones, tablets, laptop and desktop computers, and the like.
The server 105 may be a server providing various services, such as a background management server (by way of example only) providing support for live programs browsed by users using the terminal devices 101, 102, 103. The background management server may analyze and process the received data such as the information query request, and feed back the processing result (e.g., the target push information, the video information—only an example) to the terminal device.
It should be noted that, the live recommendation method provided in the embodiment of the present disclosure is generally executed by the server 105, and accordingly, the live recommendation device is generally disposed in the server 105. However, it is easily understood by those skilled in the art that the live broadcast recommendation method provided in the embodiment of the present disclosure may also be performed by the terminal device 101, and accordingly, the live broadcast recommendation apparatus may also be provided in the terminal device 101, which is not limited in particular in this embodiment.
The following describes the technical scheme of the embodiments of the present disclosure in detail:
The embodiment provides a live broadcast recommendation method. Referring to fig. 2, the live recommendation method may include the steps of:
step S210: and acquiring information of a plurality of game roles live by each live broadcasting main broadcasting end.
Step S220: and acquiring target game role information corresponding to the login user account, and determining candidate information matched with the target game role information from the game role information.
Step S230: and determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended, and recommending the anchor to be recommended at the live broadcast audience side.
It should be noted that:
and the live broadcast anchor terminal: and the client corresponding to the user who issues the information in the live platform is referred to. In general, a user who issues information may be referred to as a host, who often needs to perform authentication before issuing the information.
Live audience terminal: the method refers to a client corresponding to a user who logs in to a live broadcast platform to browse information.
And (3) a live broadcast platform: refers to an application platform capable of providing live services.
In the live broadcast recommendation method provided by the example embodiment of the disclosure, by acquiring the game role information of live broadcast of the main broadcasting end, matching the game role information with the target game role information corresponding to the login user, and matching different game roles corresponding to each user, so as to match live broadcast more fitting with the user requirements, and meet the personalized requirements of the user; in addition, the live content can be determined through the game role information of the live broadcast of the host, so that matching is carried out according to the actual live content of the host, and the recommendation accuracy can be improved; meanwhile, compared with matching of live broadcast types divided in advance through a platform, matching is performed according to live broadcast game role information, manual type selection operation can be avoided, time is saved, and efficiency is improved; in addition, the method is not limited to the manually-divided live broadcast type, and matching between live broadcast content and users can be performed more finely by utilizing game role information, so that the intelligent recommendation is improved.
Next, the above steps of the present exemplary embodiment will be described in more detail.
In step S210, a plurality of game character information of each live host is acquired.
Optionally, target game role information can be acquired from a target game server according to the live account number of the live host; or, according to the game account number bound in the live broadcast main playing end, acquiring the target game role information from the target game server. The game character information refers to game data of a live host, may include attribute information of a virtual character selected when the host participates in a game, such as a character name, a character type, etc., may include attribute information of a game, such as a game name, a game version number, a game type, etc., or may include other information, such as a game account number, identity information of a player, etc., which is not particularly limited in this embodiment.
A live-type application or a game-type application may be installed in the terminal device 101, and one game master may live one or more games, in other words, a plurality of game clients may be installed in the terminal device 101. The game role information corresponding to each live broadcast master side can be identified through the identification information, so that different game role information can be distinguished. Illustratively, the game role information of each live host may be identified by a corresponding game account; the identification can also be carried out through a live account number of a live host; in addition, the game character information of each game can be identified by other identification modes, such as regenerating an identification number for each game of each host player, and the like.
When a game client is logged in to participate in a game, the game client can record game data of the game client and store the game data in a storage space of the terminal device 101, and the game data corresponding to the game client can be obtained by inquiring the stored data, so that game role information of the game client is obtained. Specifically, an interface may be provided in the live platform, so that through the interface, a user can log in a game client to participate in a game in the live platform, and share a game process to other users logged in to the live platform for viewing by other users. Therefore, when the user logs in the game client through the interface, the live platform can acquire the game data of the user stored in the file catalog of the game client as game role information. Typically, the game client assigns an identification number, such as a game account number, to each user participating in the game, so that the game account number bound to the live account number of the user can be determined on the live platform, and game role information is obtained from the corresponding file directory of the game client through the game account number.
In step S220, target game role information corresponding to the live audience is acquired, and candidate information matching with the target game role information is determined from the plurality of game role information.
The target game role information of the live audience terminal is stored in the terminal device 101 corresponding to the live audience terminal, so that the target game role information of the live audience terminal can be determined by detecting the file directory of the terminal device corresponding to the live audience terminal. Specifically, when a user logs in to a live broadcast platform to watch live broadcast content, an authority acquisition request can be sent to the live broadcast audience terminal to acquire file reading authorities, so that file targets in corresponding terminal equipment are read to acquire target game role information. Alternatively, a control, such as an input box, may be provided to obtain the game account number input by the user, so as to obtain the target game role information of the live audience through the game account number.
Optionally, according to the live account number of the live audience, target game role information can be obtained in the target game server. Specifically, corresponding live broadcast record data of the live broadcast account can be obtained according to the live broadcast account of the live broadcast audience terminal; the live record data may include a live record of historical viewing, a live program search record, and the like, and may also include a live main broadcasting end, a live program, or a live program type, and the like, which are concerned by the live account, and the embodiment is not limited thereto; the live broadcast program which is historically watched by the audience can be obtained from the live broadcast record data, then the game account number of the live broadcast program which is historically watched is determined, and the target game role information is obtained from the target game server corresponding to the game account number; or, the character type of the live program which is historically watched by the audience can be obtained from the live record data, so that the target game character information corresponding to the character type is obtained from the corresponding target game server.
In the exemplary embodiment, the live audience terminal may bind a game account, and the game account bound to the live account may be obtained from a database by the live account of the live audience terminal, so as to obtain target game role information corresponding to the game account from a target game server.
The candidate information may refer to game character information corresponding to at least one live host side extracted from the plurality of game character information. The game role information of live broadcasting at the live broadcasting main broadcasting end is information recorded when the main broadcasting participates in the game, and the target game role information of live broadcasting audience end is information recorded when the user participates in the game, so that candidate information is determined through matching of the game role information of the main broadcasting end and the audience end, the candidate information is relatively close to the game role information of the audience end, the intention of the audience can be represented, and the personalized requirement of the user is met.
For example, in general, each game may provide multiple virtual characters, each virtual character may correspond to a different playing method, and the virtual character selected by the user when participating in the game may be determined according to the game character information, so that the game character information consistent with the virtual character selected by the live audience is extracted as candidate information. The candidate information and the target game role information originate from the same game playing method, so that the candidate information is relatively close to the requirements of audience terminals and has pertinence. By way of example, the character name of the virtual character in the game character information of the live audience terminal can be matched with the game character information corresponding to the live audience terminal and consistent with the character name, so that candidate information is obtained. For example, if the character name of the target game character information on the live audience side is "Zhang san", the game character information having the character name of "Zhang san" may be extracted from the plurality of game character information.
In an alternative embodiment, determining candidate information matching the target game character information from the plurality of game character information may include step S301 and step S302, as shown in fig. 3, in which:
in step S301, classification information of the plurality of game character information is acquired. The classification information comprises a plurality of classes, and each class comprises a certain amount of game role information. Classifying game role information of a main playing end in different modes so as to obtain classification information, and obtaining different classification information according to different classification standards. By way of example, game character information may be classified by game type to obtain classification information, for example, the game character information may be classified into a shooting class, a fighting class, a fight class, and the like according to game type.
In step S302, according to the target type to which the target game character information belongs, a target class matching the target type is determined from the classification information, and the target class is used as the candidate information. Specifically, a plurality of classes in the classification information may be acquired, so that the target game role information is classified according to the classification standard of the game role information, the target game role information is divided into a plurality of classes, and the class in which the target game role information is located is the target class. Or, the target game role information and a plurality of game role information corresponding to the live broadcast end can be clustered together, so that a target class where the target game role information is located is obtained.
In an alternative embodiment, the game role information may be classified according to servers corresponding to the game role information, so as to obtain classification information. Specifically, when the game client provides the game service, the game client needs to be connected with a corresponding server to provide the online game service for the user, and different games are provided with different corresponding servers. Therefore, the game role information can be classified through the servers connected when the users participate in the game, the same service game role information can be divided into the same class, and then the same service anchor can be recommended to the users, so that the live broadcast content of the anchor is more finely distinguished, and the matching is finer. For example, game character information corresponding to the same physical server may be divided into the same class, game character information corresponding to the same distributed node may be divided into the same class, and the like.
In an alternative embodiment, the plurality of game character information may be classified according to character attribute information included in the game character information, so as to obtain the classification information. The character attribute information may include types of virtual characters, such as fighters, general, etc., and may also include skills of the virtual characters, such as dancing, singing, etc. The character attribute information may include other information such as the sex of the virtual character, and the embodiment is not limited thereto.
For example, game character information having the same virtual character type may be classified into one type, or game character information having the same virtual character skill may be classified into one type. In addition, game character information may be classified by other ways by character attribute information, for example, game character information having the same information such as virtual character type, virtual character skill, virtual character gender, etc. may be classified into one type, etc., which are all within the scope of the present disclosure. Further, the character attribute information in the target game character information is extracted, and the target class corresponding to the character attribute of the target game character information can be determined.
In an alternative embodiment, the game character information is classified in combination with the game level information and the character attribute information in the game character information, so as to obtain the classification information. Specifically, the game character information with the same or similar character attribute information and the same or similar game grade can be divided into the same class, and the target class corresponding to the target game character information can be determined according to the character attribute information and the game grade in the target game character information, so that live broadcast contents of a host are classified in a finer manner, candidate information which is closer to game data of a spectator side is matched, and further recommendation accuracy is improved.
In an alternative embodiment, classifying the plurality of game role information may further include step S401 and step S402 after obtaining the classification information, as shown in fig. 4, where:
in step S401, according to the classification information of the plurality of game role information, type tags of each type included in the classification information are displayed in the user interface of the live audience terminal, so as to be selected by a user. Illustratively, the multiple classes are obtained by classifying according to the types of the virtual roles, each class corresponds to a type tag, such as soldiers, general, and the like, the type tags are displayed in a user interface through a page component, and a monitoring event of the component can receive an operation of the component by a user, such as clicking, dragging, and the like.
In step S402, game role information corresponding to the target type tag is determined as the candidate information according to the target type tag selected by the user. And determining the target type label selected by the user according to the operation of the user received in the user interface, for example, displaying each type label through a button component, triggering and acquiring the type label corresponding to a certain button if a monitoring event of the button receives a clicking action, and taking the type label as the target type label.
In addition, in other embodiments, the target type tag may also be determined through other interaction manners, for example, an input component is provided in a user interface of the live audience, the type tag input by the user is used as the target type tag, and the like, which are all within the protection scope of the present disclosure.
Next, with continued reference to fig. 2, in step S230, the live-broadcast anchor terminal corresponding to the candidate information is determined to be an anchor to be recommended, and the anchor to be recommended is recommended at the live-broadcast viewer terminal.
After candidate information matched with the game role information of the live audience terminal is determined from the game role information, the live host terminal corresponding to the candidate information can be determined as the host to be recommended. Specifically, the candidate information may include a plurality of game role information, where each game role information may be identified by the anchor identification information, that is, when the game role information is stored, it is associated with the corresponding anchor identification information, for example, each game role information is stored in association with the live account, so as to determine a correspondence between the anchor and the game role information. And determining a main broadcasting end corresponding to each game role information in the candidate information according to the corresponding relation between the main broadcasting end and the game role information, and taking the main broadcasting end corresponding to the candidate information as a main broadcasting to be recommended.
And recommending the to-be-recommended anchor in the user interface of the live audience terminal. For example, an image of the host to be recommended, such as a game image, etc., may be displayed in the user interface, or game character information of the host to be recommended, such as a character type, a game type, etc., may be displayed in the user interface. The user can select among the to-be-recommended anchors of the user interface so as to view the corresponding live content. According to the embodiment, the content to be recommended to the live broadcast has higher similarity with the contacted content when the user participates in the game, so that the user has higher acceptance, the recommendation is favorably adopted, and the recommendation efficiency can be improved.
In an alternative embodiment, the method may further include steps S501 to S503, as shown in fig. 5, where:
in step S501, a history browsing record of the live audience terminal is obtained. Each direct broadcast audience terminal records the live broadcast browsed by the user, thereby generating a history browsed record. The history browse record may include identification information of the anchor, such as a live account number, and may also include live content information, such as game attribute information, etc. The history browsing record may include a browsing time period of the live content by the user, or may include other information, such as a browsing date, and the embodiment is not limited thereto.
The terminal equipment for installing the live broadcast platform stores the history browsing record of the live broadcast audience terminal, and the history browsing record can be queried in the catalog through the installation catalog of the live broadcast platform, so that the history browsing record is obtained. For example, a save path of the history browsing record may be preset so that the history browsing record is acquired through the save path.
In step S502, a target anchor is determined according to the browsing duration in the history browsing record. For example, a targeting anchor may be determined by an anchor end corresponding to a video with the longest browsing duration in the history browsing record; and the total browsing duration of the video issued by each anchor in the history browsing record can be calculated, so that the anchor with the longest total duration is used as the target anchor.
In step S503, recommending the anchor to be recommended and the target anchor in the user interface of the live audience. In this embodiment, the to-be-recommended anchor and the target anchor may be recommended together, for example, a certain number of anchor ends are randomly selected from the to-be-recommended anchor, the same number of anchor ends are also randomly selected from the target anchor, and the selected anchor ends are recommended. Alternatively, the to-be-recommended anchor may be preferentially recommended, for example, a greater number of anchor ends may be selected for recommendation in the to-be-recommended anchor, and a lesser number of anchor ends may be selected for recommendation in the target anchor; similarly, the target anchor can be recommended preferentially; in addition, in the user interface, the preferred-recommended anchor may be displayed first, for example, the preferred-recommended anchor is displayed in the home page of the user interface.
According to the embodiment, the information of the to-be-recommended anchor displayed in the user interface is more matched with the information of the user, the live broadcast watching requirement of the user is more targeted, and the user can quickly find out the live broadcast which the user wants to watch, so that the loss of the user flow can be reduced, and the viscosity of the user is improved.
Further, in this example embodiment, a live broadcast recommendation apparatus is further provided, which is configured to execute the live broadcast recommendation method disclosed in the present disclosure. The device can be applied to a server or terminal equipment.
Referring to fig. 6, the live recommendation apparatus 600 may include: an information acquisition module 610, a candidate information determination module 620, and an account recommendation module 630, wherein:
an information obtaining module 610, configured to obtain information of a plurality of game roles live on each hosting side;
a candidate information determining module 620, configured to obtain target game role information corresponding to a live audience, and determine candidate information matching the target game role information from the plurality of game role information;
and the account recommending module 630 is configured to determine a live broadcast anchor terminal corresponding to the candidate information as an anchor to be recommended, and recommend the anchor to be recommended at the live broadcast audience terminal.
In an exemplary embodiment of the present disclosure, the candidate information determination module 620 may include an information classification unit and a target class determination unit, wherein:
the information classification unit may be configured to acquire classification information of the plurality of game character information;
the target class determining unit may be configured to determine, from the classification information, a target class matching the target type according to a target type to which the target game character information belongs, and use the target class as the candidate information.
In an exemplary embodiment of the present disclosure, the information classification unit may be specifically configured to: and classifying the game role information according to the servers respectively corresponding to the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the information classification unit may be specifically configured to: and classifying the plurality of game role information according to the role attribute information contained in the game role information so as to acquire the classification information.
In an exemplary embodiment of the present disclosure, the plurality of game character information is classified in combination with game level information and the character attribute information in the game character information to obtain the classification information.
In an exemplary embodiment of the present disclosure, the apparatus further comprises a display module and a selection module, wherein:
the display module can be used for displaying type labels of various types contained in the classification information in a user interface of the live audience terminal according to the classification information of the game role information so as to be selected by a user;
the selection module may be configured to determine, according to the target type tag selected by the user, game character information corresponding to the target type tag as the candidate information.
In one exemplary embodiment of the present disclosure, the candidate information determination module 620 may be specifically configured to: and acquiring target game role information from a target game server according to the live account number of the live audience terminal.
In one exemplary embodiment of the present disclosure, the candidate information determination module 620 may be specifically configured to: and acquiring target game role information from a target game server according to the game account number bound in the live audience terminal.
Fig. 7 shows a schematic diagram of a computer system suitable for use in implementing embodiments of the present disclosure.
It should be noted that, the computer system 700 of the electronic device shown in fig. 7 is only an example, and should not impose any limitation on the functions and the application scope of the embodiments of the present disclosure.
As shown in fig. 7, the computer system 700 includes a Central Processing Unit (CPU) 701, which can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 702 or a program loaded from a storage section 708 into a Random Access Memory (RAM) 703. In the RAM 703, various programs and data required for the system operation are also stored. The CPU 701, ROM 702, and RAM 703 are connected to each other through a bus 704. An input/output (I/O) interface 705 is also connected to bus 704.
The following components are connected to the I/O interface 705: an input section 706 including a keyboard, a mouse, and the like; an output portion 707 including a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, a speaker, and the like; a storage section 708 including a hard disk or the like; and a communication section 709 including a network interface card such as a LAN card, a modem, or the like. The communication section 709 performs communication processing via a network such as the internet. The drive 710 is also connected to the I/O interface 705 as needed. A removable medium 711 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 710 as necessary, so that a computer program read therefrom is mounted into the storage section 708 as necessary.
In particular, according to embodiments of the present disclosure, the processes described below with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flowcharts. In such an embodiment, the computer program may be downloaded and installed from a network via the communication portion 709, and/or installed from the removable medium 711. The computer program, when executed by a Central Processing Unit (CPU) 701, performs the various functions defined in the methods and apparatus of the present application.
It should be noted that the computer readable medium shown in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having 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. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units involved in the embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware, and the described units may also be provided in a processor. Wherein the names of the units do not constitute a limitation of the units themselves in some cases.
As another aspect, the present application also provides a computer-readable medium that may be contained in the electronic device described in the above embodiment; or may exist alone without being incorporated into the electronic device. The computer-readable medium carries one or more programs which, when executed by one of the electronic devices, cause the electronic device to implement the methods described in the embodiments below. For example, the electronic device may implement the steps shown in fig. 2 and 3, and so on.
It should be noted that although in the above detailed description several modules or units of a device for action execution are mentioned, such a division is not mandatory. Indeed, the features and functionality of two or more modules or units described above may be embodied in one module or unit in accordance with embodiments of the present disclosure. Conversely, the features and functions of one module or unit described above may be further divided into a plurality of modules or units to be embodied.
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This application is intended to cover any adaptations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It is to be understood that the present disclosure is not limited to the precise arrangements and instrumentalities shown in the drawings, and that various modifications and changes may be effected without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims (11)
1. A live recommendation method, comprising:
acquiring information of a plurality of game roles live by each live broadcast main broadcasting end; the game role information is attribute information of a virtual role selected when a host plays a game;
acquiring target game role information corresponding to a live audience terminal, and determining candidate information matched with the target game role information from the game role information; the candidate information is at least one of the game role information, and the virtual role corresponding to the candidate information is consistent with the virtual role corresponding to the target game role information;
the obtaining the target game role information corresponding to the live audience terminal comprises the following steps: acquiring the role type of a live program historically watched by a viewer from live record data, and acquiring target game role information corresponding to the role type from a target game server;
and determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended, and recommending the anchor to be recommended at the live broadcast audience side.
2. The method of claim 1, wherein the determining candidate information from the plurality of game character information that matches the target game character information comprises:
acquiring classification information of the game role information;
and determining a target class matched with the target type from the classification information according to the target type to which the target game role information belongs, and taking the target class as the candidate information.
3. The method of claim 2, wherein the obtaining classification information of the plurality of game character information comprises:
and classifying the game role information according to the servers respectively corresponding to the game role information so as to acquire the classification information.
4. The method of claim 2, wherein the obtaining classification information of the plurality of game character information comprises:
and classifying the plurality of game role information according to the role attribute information contained in the game role information so as to acquire the classification information.
5. The method of claim 2, wherein the obtaining classification information of the plurality of game character information comprises:
And classifying the plurality of game role information by combining the game grade information and the role attribute information in the game role information so as to acquire the classification information.
6. The method of claim 2, further comprising, after obtaining the classification information of the plurality of game character information:
according to the classification information of the game role information, type labels of various types contained in the classification information are displayed in a user interface of the live audience terminal for selection by a user;
and determining game role information corresponding to the target type label as the candidate information according to the target type label selected by the user.
7. The method of claim 1, wherein the obtaining target game character information corresponding to a live audience includes:
and acquiring target game role information from a target game server according to the live account number of the live audience terminal.
8. The method of claim 1, wherein the obtaining target game character information corresponding to a live audience includes:
and acquiring target game role information from a target game server according to the game account number bound in the live audience terminal.
9. A live recommendation device, comprising:
the information acquisition module is used for acquiring the information of a plurality of game roles live on each live broadcast master broadcasting end; the game role information is attribute information of a virtual role selected when a host plays a game;
the candidate information determining module is used for acquiring target game role information corresponding to the live audience end and determining candidate information matched with the target game role information from the game role information; the candidate information is at least one of the game role information, and the virtual role corresponding to the candidate information is consistent with the virtual role corresponding to the target game role information; the obtaining the target game role information corresponding to the live audience terminal comprises the following steps: acquiring the role type of a live program historically watched by a viewer from live record data, and acquiring target game role information corresponding to the role type from a target game server;
and the account recommending module is used for determining the live broadcast anchor side corresponding to the candidate information as an anchor to be recommended and recommending the anchor to be recommended at the live broadcast audience side.
10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the method of any of claims 1-8.
11. An electronic device, comprising:
a processor; and
a memory for storing executable instructions of the processor;
wherein the processor is configured to perform the method of any of claims 1-8 via execution of the executable instructions.
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| CN113763004B (en) * | 2020-09-07 | 2024-09-20 | 北京沃东天骏信息技术有限公司 | Information matching method and device |
| CN112587935B (en) * | 2020-12-18 | 2024-01-09 | 北京达佳互联信息技术有限公司 | Live broadcast data processing method and device, electronic equipment and storage medium |
| CN113440864B (en) * | 2021-07-02 | 2024-10-01 | 深圳市腾讯信息技术有限公司 | Live broadcast indication information recommendation method, device, equipment and storage medium |
| CN113747189B (en) * | 2021-09-07 | 2023-11-28 | 广州博冠信息科技有限公司 | Display control method and device for live broadcast information, electronic equipment and computer medium |
| CN113919923B (en) * | 2021-12-15 | 2022-05-06 | 北京达佳互联信息技术有限公司 | Live broadcast recommendation model training method, live broadcast recommendation method and related equipment |
| CN115487507B (en) * | 2022-09-16 | 2025-05-27 | 网易（杭州）网络有限公司 | Game anchor matching method, device, storage medium and electronic device |
| CN117815674B (en) * | 2024-03-06 | 2024-05-24 | 深圳市迷你玩科技有限公司 | Game information recommendation method and device, computer readable medium and electronic equipment |
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