WO2023143518A1 - 直播间话题推荐方法、装置、设备及介质 - Google Patents

直播间话题推荐方法、装置、设备及介质 Download PDF

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Publication number
WO2023143518A1
WO2023143518A1 PCT/CN2023/073565 CN2023073565W WO2023143518A1 WO 2023143518 A1 WO2023143518 A1 WO 2023143518A1 CN 2023073565 W CN2023073565 W CN 2023073565W WO 2023143518 A1 WO2023143518 A1 WO 2023143518A1
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WIPO (PCT)
Prior art keywords
room
topic
live
recommendation information
topic recommendation
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PCT/CN2023/073565
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English (en)
French (fr)
Inventor
董士纬
王金鑫
杨灿
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北京字跳网络技术有限公司
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Publication of WO2023143518A1 publication Critical patent/WO2023143518A1/zh

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/21—Server components or server architectures
    • H04N21/218—Source of audio or video content, e.g. local disk arrays
    • H04N21/2187—Live feed
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/431—Generation of visual interfaces for content selection or interaction; Content or additional data rendering
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/431—Generation of visual interfaces for content selection or interaction; Content or additional data rendering
    • H04N21/4312—Generation of visual interfaces for content selection or interaction; Content or additional data rendering involving specific graphical features, e.g. screen layout, special fonts or colors, blinking icons, highlights or animations
    • H04N21/4316—Generation of visual interfaces for content selection or interaction; Content or additional data rendering involving specific graphical features, e.g. screen layout, special fonts or colors, blinking icons, highlights or animations for displaying supplemental content in a region of the screen, e.g. an advertisement in a separate window
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
    • H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
    • H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies

Definitions

  • the present disclosure relates to the technical field of computer applications, and in particular to a method, device, device and medium for topic recommendation in a live broadcast room.
  • live broadcast topics can be discovered according to barrage messages, so as to increase the popularity of live broadcast in the live broadcast room.
  • An embodiment of the present disclosure provides a method for recommending a topic in a live broadcast room, including the following steps: obtaining a topic recommendation request in a live broadcast room; and determining at least one topic recommendation information in a live broadcast room that satisfies preset popularity conditions according to the topic recommendation request in a live broadcast room.
  • An embodiment of the present disclosure provides a method for recommending a topic in a live broadcast room, including the following steps: receiving a topic recommendation operation in a live broadcast room; in response to the topic recommendation operation in a live broadcast room, displaying at least one topic recommendation information in a live broadcast room that satisfies preset popularity conditions; Receive a selection operation on the at least one live room topic recommendation information, determine target live room topic recommendation information corresponding to the selection operation, and use the target live room topic recommendation information as the current topic of the live room.
  • An embodiment of the present disclosure provides a device for recommending a topic in a live broadcast room, including: an acquisition module, configured to acquire a topic recommendation request in a live broadcast room; a determination module, configured to determine, according to the topic recommendation request in a live broadcast room, at least A live broadcast topic recommendation information.
  • An embodiment of the present disclosure provides a method for recommending a topic in a live broadcast room, including: receiving a topic recommendation in a live broadcast room Operation; in response to the topic recommendation operation in the live broadcast room, display at least one topic recommendation information in the live broadcast room that meets the preset popularity condition; receive any one or more topic recommendation information in the live broadcast room in the at least one topic recommendation information in the live broadcast room Select an operation, and send the one or more live room topic recommendation information corresponding to the selection operation, for the anchor to select the target live room topic recommendation information as the current topic of the live room.
  • An embodiment of the present disclosure provides a device for recommending a topic in a live broadcast room, including: a first receiving module, configured to receive a topic recommendation operation in a live broadcast room; Conditional at least one live room topic recommendation information; the second receiving module is used to receive the selection operation of the at least one live room topic recommendation information; the topic determination module is used to determine the target live room topic corresponding to the selection operation Recommendation information, using the topic recommendation information of the target live broadcast room as the current topic of the live broadcast room.
  • An embodiment of the present disclosure provides a device for recommending a topic in a live broadcast room, including: a first receiving module, configured to receive a topic recommendation operation in a live broadcast room; Conditional at least one live room topic recommendation information; the second receiving module is used to receive the selection operation of the at least one live room topic recommendation information; the sending module is used to send one or more live broadcasts corresponding to the selection operation In-room topic recommendation information for the host to select the target live room topic recommendation information as the current topic in the live room.
  • An embodiment of the present disclosure also provides an electronic device, which includes: a processor; a memory for storing instructions executable by the processor; and the processor, for reading the instruction from the memory.
  • the instructions can be executed, and the instructions are executed to implement the method for recommending topics in live broadcast rooms as provided by the embodiments of the present disclosure.
  • the embodiment of the present disclosure also provides a computer-readable storage medium, the storage medium stores a computer program, and the computer program is used to execute the method for recommending a topic in a live broadcast room as provided in the embodiment of the present disclosure.
  • the embodiment of the present disclosure also provides a computer program product.
  • the instructions in the computer program product are executed by a processor, the method for recommending a topic in a live broadcast room as provided in the embodiment of the present disclosure is implemented.
  • An embodiment of the present disclosure further provides a computer program, including: instructions, which, when executed by a processor, cause the processor to execute any one of the live room topic recommendation methods provided in the present disclosure.
  • FIG. 1 is a schematic flowchart of a method for recommending a topic in a live broadcast room provided by an embodiment of the present disclosure
  • FIG. 2 is a schematic diagram of a topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure
  • FIG. 3 is a schematic flowchart of another method for recommending topics in a live broadcast room according to an embodiment of the present disclosure
  • FIG. 4 is a schematic diagram of another topic recommendation scenario in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 5 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 6 is a schematic flowchart of another method for recommending topics in a live broadcast room according to an embodiment of the present disclosure
  • FIG. 7 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 8 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 9 is a schematic flowchart of another method for recommending topics in a live broadcast room according to an embodiment of the present disclosure.
  • FIG. 10 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 11 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 12 is a schematic diagram of another topic recommendation scene in a live room provided by an embodiment of the present disclosure.
  • FIG. 13 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 14 is a schematic flowchart of another method for recommending topics in a live broadcast room provided by an embodiment of the present disclosure
  • FIG. 15 is a schematic diagram of another topic recommendation scene in a live broadcast room provided by an embodiment of the present disclosure.
  • FIG. 16 is a schematic structural diagram of an apparatus for processing recommendation information provided by an embodiment of the present disclosure.
  • FIG. 17 is a schematic structural diagram of another device for processing recommendation information provided by an embodiment of the present disclosure.
  • Fig. 18 is a schematic structural diagram of an electronic device provided by an embodiment of the present disclosure.
  • the term “comprise” and its variations are open-ended, ie “including but not limited to”.
  • the term “based on” is “based at least in part on”.
  • the term “one embodiment” means “at least one embodiment”; the term “another embodiment” means “at least one further embodiment”; the term “some embodiments” means “at least some embodiments.” Relevant definitions of other terms will be given in the description below.
  • this disclosure provides a method for recommending hot topics, which can improve the quality of the live broadcast topic by recommending the live broadcast topic with high popularity , thereby increasing the activity of the live broadcast room.
  • the method for recommending a topic in a live broadcast room will be described below in combination with specific embodiments.
  • the method can be applied in a server, and the server can be a local server or a cloud server, which is not limited here.
  • the topic in this embodiment can be any information type such as discussion information and question information that guides the direction of the live broadcast topic. For example, if the topic recommendation request in the live broadcast room is a question and answer type topic recommendation request, then the topic in the live broadcast room is the interaction between the host and the audience in the live broadcast room. Topics, etc., are not listed here.
  • FIG. 1 is a flowchart of a method for processing recommendation information according to some embodiments of the present disclosure. The method is applied in a server. As shown in FIG. 1 , the method includes steps 101-102.
  • Step 101 obtain a request for topic recommendation in a live broadcast room.
  • Step 102 according to the topic recommendation request in the live broadcast room, determine at least one topic recommendation information in the live broadcast room that satisfies a preset popularity condition.
  • At least one topic recommendation information of the live broadcast room that satisfies the preset popularity condition is determined.
  • the topic recommendation request in the live broadcast room can come from the viewer side or from the anchor side.
  • the instructions are as follows.
  • the request for topic recommendation in the live room corresponding to the viewer terminal is acquired.
  • the trigger control A corresponding to the "recommendation request" may be displayed on the viewer side. If the trigger operation of A by the viewing user is detected, the corresponding recommendation request of the live room topic from the viewer terminal is obtained. For example, if it is detected that the watching user performs a preset gesture operation on the live broadcast interface, then the corresponding request for topic recommendation in the live broadcast room from the viewer terminal will be obtained.
  • At least one live room topic recommendation information corresponding to the viewer terminal that satisfies the preset popularity condition is determined, To display at least one topic recommendation information in the live broadcast room on the audience terminal.
  • the topic recommendation information of the live broadcast room can be understood as the current popular high-quality recommendation information. Suggest topics.
  • relevant information about each topic can be obtained from a preset recommendation platform (for example, if the recommendation information is question-and-answer information, the corresponding recommendation platform is a question-and-answer platform, etc.) or other platforms that contain a large amount of topical content.
  • the related parameters of the topic popularity include one or more of the number of times the topic has been recommended, the number of times it has been adopted by the anchor, and the like.
  • the popularity value of each candidate topic is determined according to the topic popularity related parameters. For example, when there are multiple topic popularity related parameters, normalization processing is performed on each topic popularity related parameter, and all normalized values after normalization processing are summed to obtain a corresponding popularity value. For another example, it is also possible to determine the weight of each topic popularity related parameter, calculate the product value of the normalized value of each topic related parameter and the weight, and use the sum of all product values as the corresponding popularity value.
  • the candidate topic content whose popularity value is greater than the preset recommendation threshold As a result, it is ensured that the topic recommendation information in the live broadcast room is all high-quality topics with relatively high popularity.
  • the deep learning model is pre-trained.
  • the deep learning model can According to the input topic content, the topic category of each topic content and the confidence degree of the corresponding topic category are obtained.
  • the preset recommendation platform in order to ensure the consistency between the topic recommendation information in the live broadcast room and the content of the live broadcast, in the preset recommendation platform, according to the ranking order from high to low, after obtaining the preset number of candidate topic contents, according to the preset
  • the trained deep learning model obtains the topic category to which each candidate topic content belongs and the corresponding confidence level.
  • the topic category of the live broadcast room is determined.
  • the topic category of the live broadcast room can be determined according to the type of the live broadcast room.
  • a reference candidate topic content matching the anchor topic is determined.
  • the audience in order to enhance the sense of interaction with the audience, the audience is controlled to display at least one topic recommendation information in the live broadcast room, so that the audience can send related topic recommendation information in the live broadcast.
  • controlling the viewing client to display at least one topic recommendation information in a live room includes steps 301 to 303 .
  • Step 301 determine the popularity value of topic recommendation information in each live broadcast room.
  • the popularity value may be determined according to the correlation between the topic recommendation information of the live room and the type of the live room. Specifically, the popularity value can be predicted based on a preset neural network model, which will not be repeated here.
  • Step 302 sorting at least one topic recommendation information in the live broadcast room according to popularity value.
  • Step 303 controlling the viewer terminal to display at least one corresponding topic recommendation information in the live broadcast room according to the ranking result.
  • the topic recommendation information in the live broadcast room can be sorted in descending order of popularity value, and then the viewer terminal is controlled to display the corresponding topic recommendation information in the live broadcast room according to the ranking result.
  • the topic recommendation information in the live broadcast room may be sorted in descending order of popularity value. For example, the topic recommendation information in the live broadcast room whose popularity value is lower than the popularity value threshold can be deleted.
  • the topic recommendation information of multiple live broadcast rooms is sorted in order of time from near to far, and then, the corresponding live room topic recommendation information is displayed according to the sorting result.
  • the method of displaying the topic recommendation information in the live room according to the sorting results in the above embodiments can be flexibly selected according to the needs of the scene.
  • the corresponding live room topic recommendation information can be displayed in the form of a list, and the viewing user can switch and display the live room topic recommendation information by sliding the corresponding list up and down.
  • the corresponding live room topic recommendation information can be displayed in a page-by-page format, and the viewing user can switch between displaying the live room topic recommendation information by turning pages left and right.
  • the instructions are as follows.
  • the live room topic recommendation request corresponding to the anchor terminal is acquired.
  • the request for topic recommendation in the live room corresponding to the host end is acquired in different ways in different application scenarios.
  • the trigger control corresponding to the "recommendation request" can be displayed on the anchor side. If the trigger operation of the control is detected on the anchor side, the topic recommendation request in the live broadcast room will be obtained. For another example, if it is detected that the anchor terminal performs a preset gesture operation on the live broadcast interface, a request for topic recommendation in the live broadcast room will be obtained.
  • the live room topic recommendation information includes at least one live room topic recommendation information sent by the viewer.
  • Each live room topic recommendation information is the live room topic recommendation information for which the sending operation is performed among the live room topic recommendation information displayed on the corresponding viewer terminal that meets the preset popularity condition.
  • the topic recommendation information in the live broadcast room comes from the recommendation of the viewer.
  • the host can also actively request to recommend topics in the live broadcast room. Therefore, even if some topic recommendation information in the live broadcast room is not recommended by the audience, the host can learn and use it, further avoiding Solved the problem of insufficient topics during the live broadcast on the anchor side.
  • At least one live room topic recommendation information corresponding to the anchor terminal that meets the preset popularity condition is determined according to the live room topic recommendation request corresponding to the anchor terminal, To display at least one topic recommendation information in the live broadcast room on the anchor terminal.
  • the recommendation request may be obtained by the host user by triggering a corresponding control.
  • the method of obtaining the preset popularity condition may be similar to the above-mentioned popularity condition of the viewer terminal, and will not be repeated here.
  • the topic recommendation method in the live broadcast room obtains the topic recommendation request in the live broadcast room, and proceeds to However, according to the topic recommendation request in the live broadcast room, at least one hot topic recommendation information in the live broadcast room that satisfies a preset popularity condition is determined. As a result, popular topics are recommended for live broadcast, which provides technical support for improving the activity and quality of live video.
  • the current live topic can be determined according to the at least one topic recommendation information in the live room.
  • the popularity of the live broadcast topic is guaranteed, thereby increasing the popularity of the live broadcast in the live broadcast room.
  • the current topic can be selected from the recommended live room topic recommendation information.
  • the method further includes steps 601 - 602 .
  • Step 601 Acquire a selection request for target live room recommendation information in at least one live room topic recommendation information, and use the target live room recommendation information as the current topic of the live room.
  • the topic recommendation information for at least one live room can be understood as: the viewer terminal sends the live room topic triggered by at least one live room topic recommendation information among multiple live room topic recommendation information.
  • the terminal sends at least one topic recommendation information in the live broadcast room, so that the anchor terminal can select the current topic according to the at least one topic recommendation information in the live broadcast room.
  • the viewer side selects 5 live room topic recommendation information from 10 live room topic recommendation information, and sends the 5 live room topic recommendation information to the anchor side, and the anchor side performs the current topic recommendation based on the 5 live room topic recommendation information. selection process.
  • the live room topics triggered by at least one live room topic recommendation information among the multiple live room topic recommendation information on the viewer side can be selected by triggering operations such as voice operations or touch operations, and then , and send the triggered live room topic recommendation information to the anchor.
  • the viewer may have the requirement to edit the topic recommendation information of the selected live broadcast room.
  • the topic recommendation information in the selected live room may not meet the needs of the viewer.
  • the edited live room topic recommendation information is sent to the anchor, so that the anchor can perform topic recommendation processing based on the live room topic recommendation information.
  • the topic recommendation information in the live broadcast room is displayed in the form of a list
  • the user at the audience end triggers the corresponding topic recommendation information B in the live broadcast room
  • the audience is also the audience.
  • live room topic recommendation information in order to further facilitate the viewer’s selection of live room topic recommendation information, other live room topic recommendation information can also be displayed on the editing interface, and the viewer can click on other live room topic recommendation information to realize the live room to be sent Topic recommendation information switching, etc.
  • the selected live room topic recommendation information can also be edited in the edit box, and then the edited live room topic recommendation information can be obtained.
  • the user triggers the corresponding "send" control, it is considered that the audience has been obtained The end-to-end sending operation of the edited live room topic recommendation information.
  • the topic recommendation information in the live broadcast room is displayed in the form of a list
  • the viewer end triggers the corresponding topic recommendation information C "favorite fruit” in the live room
  • the area displays "send control” and "edit control”. If it is detected that the user at the viewer end triggers the corresponding "send” control, it is considered that the send operation of the viewer end to C has been obtained.
  • the topic recommendation information in the live broadcast room is displayed in the form of a list
  • the audience user if it is detected that the audience user triggers the corresponding topic recommendation information D "favorite drink" in the live room, it will be displayed in the area near the topic recommendation information D in the live broadcast room "Send Control" and "Edit Control”.
  • the user at the audience end triggers the corresponding "edit” control, as shown in Figure 9, switch to the edit page and display the corresponding live room topic recommendation information D in the edit box, so that the audience end user can edit the live room topic recommendation information Get the edited live room topic recommendation information.
  • the operation of sending the edited live room topic recommendation information is obtained.
  • a selection request for target live room recommendation information in at least one live room topic recommendation information is obtained, and the target live room recommendation information is used as the current topic of the live room.
  • the live broadcast room recommendation information sent by the viewer can be displayed, and the way of displaying the live room recommendation information sent by the viewer can be list display or page display according to different scenarios. Show and so on.
  • the second popularity value of each topic recommendation information sent by the audience can be obtained, and then, The at least one topic recommendation information in the live room is sorted according to the second popularity value, and the at least one topic recommendation information in the live room is controlled to be displayed on the anchor side according to the sorting result.
  • the host user can first see the recommendation information of the more popular topics in the live broadcast room.
  • the anchor after receiving at least one live room topic recommendation information sent by the viewer terminal, the anchor directly controls the live room to display all the live room topic recommendation information sent by the viewer.
  • at least one topic recommendation information in the live room may be displayed according to a preset display manner, and the preset display manner may be set according to scene requirements. For example, it may be in the form of barrage comments as shown in FIG. 10 . For another example, it may be displayed in the corresponding recommendation list as shown in FIG. 11 .
  • the recommendation operation of the viewing user on the audience terminal to all the topic recommendation information in the live room sent by the audience terminal is obtained.
  • the recommendation operation may be a trigger operation on the like control of the barrage comment shown in FIG. 10 , or a trigger operation of the like control on the topic recommendation information in the live broadcast room as shown in FIG. 11 .
  • the popularity value of the topic recommendation information in the live broadcast room sent by all corresponding viewers is acquired, and the popularity value may be the number of likes mentioned above.
  • some target live room recommendation information irrelevant to the live content of the current live room may also be deleted before controlling the host to display the target live room recommendation information .
  • the semantic information of the target live room recommendation information sent by each viewer For example, acquire the semantic information of the target live room recommendation information sent by each viewer, identify the first topic and the corresponding topic confidence of each target live room recommendation information according to the semantic information, and identify the second topic in the live room.
  • the second topic can be obtained according to the live broadcast type. After determining the target live broadcast room recommendation information matching the second topic, determine the topic confidence corresponding to the matched target live room recommendation information, and display the target live room recommendation information with the topic confidence greater than a certain value.
  • a selection request for the target live room recommendation information in at least one live room topic recommendation information is obtained, and the target live room recommendation information is used as the current live room recommendation information. topic.
  • the selection request in response to the selection request for the recommendation information of the target live room, the selection request may be obtained by triggering the area where the topic recommendation information of the corresponding target live room is located.
  • Step 602 control to display the current topic on the live room page.
  • the live room page can be the live room page of the host side or the viewer side.
  • the page of the live broadcast room is controlled to display the current topic, and the selected prompt information indicates the topic currently being discussed in the live broadcast room.
  • the current topic being discussed comes from a hot topic, therefore, the professionalism and popularity of the live broadcast are guaranteed.
  • the current topic may be displayed in the form of a card. As shown in Figure 12, if the selected current topic is "favorite weather", the content of the topic can be displayed in the form of a card below the current live broadcast room, intuitively indicating the current live broadcast content of the host user and viewer.
  • a prompt message when displaying at least one live room topic recommendation information, may be displayed after the corresponding target live room recommendation information, so as to remind the live broadcast user of the currently live broadcast recommendation information, and avoid target live room recommendation Repeated selection of information.
  • the target live room recommendation information that has been selected and discussed by the anchor user may also be deleted from the displayed list. According to the host user's closing operation of the relevant prompt message displayed on the live broadcast interface, etc., it can be known that the host user has finished discussing the recommended information of the target live broadcast room, etc.
  • a prompt message such as "under discussion” will be displayed at a preset position in the area where S is located to indicate the target live room recommendation currently under discussion. information.
  • the topic recommendation method of the live broadcast room in the embodiment of the present disclosure determines the current topic of the live broadcast from the topic recommendation information of the recommended people in the live broadcast room, ensures the hotness of the topic in the live broadcast room, and improves the quality of the live broadcast room.
  • the client side can be a host or a viewer.
  • the client selects the current topic from the currently popular topic recommendation information in the live broadcast room, thereby increasing the popularity of the topic in the live broadcast room and ensuring the quality of the live broadcast.
  • the method further includes step 1401 to step 1403 .
  • Step 1401 receiving a topic recommendation operation in a live broadcast room.
  • the recommended operation of the topic in the live broadcast room can be obtained after the relevant user triggers the corresponding control, or can be obtained by the relevant user performing a preset gesture operation on the client terminal, etc. enumerate.
  • Step 1402 in response to the topic recommendation operation in the live broadcast room, display at least one topic recommendation information in the live broadcast room that satisfies a preset popularity condition.
  • At least one topic recommendation information in the live room meeting the preset popularity condition is displayed, and the at least one topic recommendation information in the live room is acquired by the above server.
  • a topic recommendation request is sent to the server, and at least one topic recommendation information in the live broadcast room that satisfies the preset popularity condition is received from the server according to the request, and the information that satisfies the preset popularity condition is displayed.
  • Recommendation information for at least one topic in the live broadcast room is displayed, and the at least one topic recommendation information in the live room is acquired by the above server.
  • the manner in which the client side displays at least one topic recommendation information in the live broadcast room may be displayed in pages, slidable, etc., and is not limited here.
  • Step 1403 Receive a selection operation on at least one topic recommendation information in the live broadcast room, determine the target live room topic recommendation information corresponding to the selection operation, and use the target live room topic recommendation information as the current topic in the live room.
  • the target live room topic recommendation information determined by the client in at least one live room topic recommendation information is received, and the target live room topic recommendation information is used as the current topic of the live room.
  • the active acquisition of live broadcast topics is realized, and the live broadcast activity of the live broadcast room is improved.
  • the manner of determining the topic recommendation information of the target live room in at least one topic recommendation information of the live room is different, and examples are as follows.
  • the user of the client may also actively select the target live room topic recommendation information from the recommended at least one live room topic recommendation information, that is, in response to receiving the target in the at least one live room topic recommendation information
  • the trigger operation of the topic recommendation information in the live broadcast room determines the topic recommendation information of the target live broadcast room corresponding to the trigger operation.
  • a random selection control may be displayed.
  • the random selection control can be one or a combination of pictures, texts, animations and the like.
  • the preset random algorithm may be any random selection algorithm in the prior art. As a result, relevant users do not need to manually Select, you can determine the recommended information for a target live room topic, which brings fun to the live content.
  • the live room topic recommendation update operation can also be received. For example, upon receiving a trigger operation on the “Switch” control in FIG. 15 , at least one updated topic recommendation information in the live broadcast room that satisfies the preset popularity condition is displayed.
  • the updated at least one live room topic recommendation information may be at least one remaining live room topic recommendation information that is not fully displayed at present, or it may be obtained by matching according to preset popularity conditions, etc.
  • receiving a trigger operation for the target live room topic recommendation information in the updated at least one live room topic recommendation information and using the target live room topic recommendation information as the current topic of the live room.
  • the topic recommendation information of the target live room is displayed in the topic editing area.
  • the adjusted topic recommendation information of the target live room is acquired, and the adjusted topic recommendation information of the target live room is displayed as the current topic, etc.
  • the editing operation of displaying the topic recommendation information of the target live room in the topic editing area refer to the editing operation of the topic recommendation information of the selected live room on the viewer side mentioned in the above embodiment, which will not be repeated here.
  • an editing operation may be performed on the topic recommendation information of the target live broadcast room. In this way, the flexibility of selecting the current topic is further ensured, and the recommendation of hot topics and the effect of the live broadcast of the anchor user are taken into account.
  • the topic recommendation information in the live broadcast room displayed on the anchor side can not only come from the recommendation of the audience end, but also can come from the automatic request of the anchor end. Therefore, in order to avoid the complexity of the operation and improve the operation experience, in this embodiment
  • the topic recommendation information of the live room from different sources can be displayed in a switchable double-column form. That is, as shown in FIG. 15 , on the anchor side, the live room topic recommendation information recommended by the audience side can be displayed in the left column L1, and the live room topic recommendation information automatically requested from the anchor side can be displayed in the right column L2.
  • L1 and L2 can be switched and displayed by switching, or can be displayed at the same time. For example, L1 and L2 are displayed in up and down pages or in left and right screens.
  • the live broadcast topic recommendation method of the embodiment of the present disclosure can perform live broadcast according to the topic recommendation information of the live broadcast room recommended by the viewer, and can also independently request the live broadcast of popular topic recommendation information in the live broadcast room, ensuring the popularity of the current topic of the live broadcast , to ensure the quality of the live broadcast.
  • At least one live broadcast room topic recommendation corresponding to the anchor terminal or the audience terminal The information can be obtained in response to the input operation of the host or viewer, or in response to the modification of the displayed topic recommendation information in the live room by the host or viewer, or can be delivered by the live server.
  • the topic recommendation information in the live broadcast room can also be obtained according to the popularity of the comment information in the live broadcast room, and the popularity of the comment information in the live broadcast room can be determined according to the number of identical or similar comments within a preset time range.
  • the similar comments may be comments whose similarity is greater than a preset similarity threshold, and the similarity may be determined based on a preset neural network model.
  • the audience can send one or more topic recommendation information in the live broadcast room to the live broadcast server, and the live broadcast server will send one or more topic recommendation information in the live broadcast room to the host for display on the host, and then for the host to select targets Topic recommendation information in the live broadcast room.
  • the host can also send multiple live broadcast topic recommendation information to the live broadcast server, and the live broadcast server will send multiple live broadcast topic recommendation information to the audience for display on the audience, and then for the audience to recommend multiple topics in the live broadcast information, and determine the topic recommendation information of the target live broadcast room according to the interaction results.
  • the disclosed method (applied to the audience) further includes: displaying a plurality of live room topic recommendation information, and displaying the interactive controls and interactive information of each live room topic recommendation information (interactive controls such as like controls, interactive Information such as the number of likes); in response to the trigger operation of the interactive control for the topic recommendation information in each live room, update the interactive information of the topic recommendation information in each live room; send the interactive information of the topic recommendation information in each live room to the live server,
  • the live broadcast server generates at least one topic recommendation information in the live broadcast room to be pushed to the anchor terminal, so as to be selected by the anchor terminal.
  • the present disclosure also proposes a device for recommending topics in a live broadcast room.
  • Fig. 16 is a schematic structural diagram of a device for recommending a topic in a live room according to an embodiment of the present disclosure, and the device may be implemented by software and/or hardware. As shown in FIG. 16 , the device includes an acquisition module 1610 and a determination module 1620 .
  • Obtaining module 1610 configured to obtain a request for topic recommendation in a live broadcast room.
  • the determination module 1620 is configured to determine at least one topic recommendation information in the live room that satisfies a preset popularity condition according to the topic recommendation request in the live room.
  • the device for recommending topics in a live broadcast room provided by an embodiment of the present disclosure can execute the method for recommending a topic in a live broadcast room provided in any embodiment of the present disclosure, and has corresponding functional modules and beneficial effects for executing the method.
  • the implementation principles are similar and will not be repeated here.
  • the present disclosure also proposes a device for recommending topics in a live broadcast room.
  • FIG. 17 is a schematic structural diagram of a device for recommending topics in a live broadcast room according to an embodiment of the present disclosure.
  • the device can be implemented by software and/or hardware. As shown in FIG. 17 , the device includes a first receiving module 1710 , a display module 1720 , a second receiving module 1730 and a topic determination module 1740 .
  • the first receiving module 1710 is configured to receive a topic recommendation operation in a live broadcast room.
  • the display module 1720 is configured to display at least one topic recommendation information in the live room that satisfies a preset popularity condition in response to the topic recommendation operation in the live room.
  • the second receiving module 1730 is configured to receive a selection operation on at least one topic recommendation information in the live broadcast room.
  • the topic determination module 1740 is configured to determine the topic recommendation information of the target live room corresponding to the selection operation, and use the topic recommendation information of the target live room as the current topic of the live room.
  • the device for recommending topics in a live broadcast room provided by an embodiment of the present disclosure can execute the method for recommending a topic in a live broadcast room provided in any embodiment of the present disclosure, and has corresponding functional modules and beneficial effects for executing the method.
  • the implementation principles are similar and will not be repeated here.
  • Fig. 18 is a schematic structural diagram of an electronic device provided by an embodiment of the present disclosure.
  • FIG. 18 shows a schematic structural diagram of an electronic device 1800 suitable for implementing an embodiment of the present disclosure.
  • the electronic device 1800 in the embodiment of the present disclosure may include, but not limited to, mobile phones, notebook computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Tablet Computers), PMPs (Portable Multimedia Players), vehicle-mounted terminals ( Mobile terminals such as car navigation terminals) and stationary terminals such as digital TVs, desktop computers and the like.
  • the electronic device shown in FIG. 18 is only an example, and should not limit the functions and scope of use of the embodiments of the present disclosure.
  • an electronic device 1800 may include a processor (such as a central processing unit, a graphics processing unit, etc.) (RAM) 1803 to execute various appropriate actions and processing.
  • a processor such as a central processing unit, a graphics processing unit, etc.
  • RAM random access memory
  • various programs and data necessary for the operation of the electronic device 1800 are also stored.
  • the processor 1801, ROM 1802, and RAM 1803 are connected to each other through a bus 1804.
  • An input/output (I/O) interface 1805 is also connected to the bus 1804 .
  • the following devices can be connected to the I/O interface 1805: input devices 1806 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; including, for example, a liquid crystal display (LCD), speaker, vibration an output device 1807 such as a computer; a memory 1808 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 1809.
  • Communication means 1809 may allow electronic device 1800 to communicate with other devices devices for wireless or wired communication to exchange data. While FIG. 18 shows electronic device 1800 having various means, it is to be understood that implementing or having all of the means shown is not a requirement. More or fewer means may alternatively be implemented or provided.
  • embodiments of the present disclosure include a computer program product, which includes a computer program carried on a non-transitory computer readable medium, where the computer program includes program code for executing the method shown in the flowchart.
  • the computer program may be downloaded and installed from a network via communication means 1809, or from memory 1808, or from ROM 1802.
  • the processor 1801 When the computer program is executed by the processor 1801, the above-mentioned functions defined in the method for recommending a topic in a live room according to the embodiment of the present disclosure are executed.
  • the computer-readable medium mentioned above in the present disclosure may be a computer-readable signal medium or a computer-readable storage medium or any combination of the two.
  • a computer readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or device, or any combination thereof. More specific examples of computer-readable storage media may include, but are not limited to, electrical connections with one or more wires, portable computer diskettes, hard disks, random access memory (RAM), read-only memory (ROM), erasable Programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage device, magnetic storage device, or any suitable combination of the above.
  • a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.
  • a computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave carrying computer-readable program code therein. Such propagated data signals may take many forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing.
  • a computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium, which can transmit, propagate, or transmit a program for use by or in conjunction with an instruction execution system, apparatus, or device .
  • Program code embodied on a computer readable medium may be transmitted by any appropriate medium, including but not limited to wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.
  • the client and the server can communicate using any currently known or future-developed network protocols such as HTTP (HyperText Transfer Protocol, Hypertext Transfer Protocol), and can be interconnected by any form or medium of digital data communication, eg, a communication network.
  • HTTP HyperText Transfer Protocol
  • Examples of communication networks include local area networks ("LANs”), wide area networks ("WANs”), internetworks (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed network of.
  • the above-mentioned computer-readable medium may be included in the above-mentioned electronic device, or may exist independently without being incorporated into the electronic device.
  • the above-mentioned computer-readable medium carries one or more programs, and when the above-mentioned one or more programs are executed by the electronic device, the electronic device:
  • the topic recommendation request of the live broadcast room is obtained, and then, according to the topic recommendation request of the live broadcast room, at least one hot topic recommendation information of the live broadcast room that satisfies a preset popularity condition is determined.
  • popular topics are recommended for live broadcast, which provides technical support for improving the activity and quality of live video.
  • Electronic devices may be programmed with computer program code for performing the operations of the present disclosure in one or more programming languages, or combinations thereof, including but not limited to object-oriented programming languages—such as Java, Smalltalk, C++ , also includes conventional procedural programming languages—such as the "C" language or similar programming languages.
  • the program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server.
  • the remote computer can be connected to the user computer through any kind of network, including a local area network (LAN) or a wide area network (WAN), or it can be connected to an external computer (such as through an Internet service provider). Internet connection).
  • each block in a flowchart or block diagram may represent a module, program segment, or portion of code that contains one or more logical functions for implementing specified executable instructions.
  • 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 they may sometimes be executed in the reverse order, depending upon the functionality involved.
  • each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations can be implemented by a dedicated hardware-based system that performs the specified functions or operations , or may be implemented by a combination of dedicated hardware and computer instructions.
  • the units involved in the embodiments described in the present disclosure may be implemented by software or by hardware. Wherein, the name of a unit does not constitute a limitation of the unit itself under certain circumstances.
  • FPGAs Field Programmable Gate Arrays
  • ASICs Application Specific Integrated Circuits
  • ASSPs Application Specific Standard Products
  • SOCs System on Chips
  • CPLD Complex Programmable Logical device
  • a machine-readable medium may be a tangible medium that may contain or store a program for use by or in conjunction with an instruction execution system, apparatus, or device.
  • a machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium.
  • a machine-readable medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, apparatus, or devices, or any suitable combination of the foregoing.
  • machine-readable storage media would include one or more wire-based electrical connections, portable computer discs, hard drives, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.
  • RAM random access memory
  • ROM read only memory
  • EPROM or flash memory erasable programmable read only memory
  • CD-ROM compact disk read only memory
  • magnetic storage or any suitable combination of the foregoing.
  • the present disclosure provides a method for recommending topics in a live room, including the following steps:
  • At least one topic recommendation information in the live broadcast room that satisfies a preset popularity condition is determined.
  • the obtaining a live room topic recommendation request includes:
  • determining the topic recommendation information in the live broadcast room that satisfies preset popularity conditions includes:
  • the live broadcast room topic recommendation request corresponding to the viewer terminal determine at least one live room topic recommendation information corresponding to the viewer terminal that satisfies a preset popularity condition, so as to display the at least one live room topic recommendation information on the viewer terminal.
  • the method for recommending topics in live broadcast rooms includes:
  • determining the topic recommendation information in the live broadcast room that satisfies preset popularity conditions includes:
  • At least one live room topic recommendation information corresponding to the anchor terminal meeting the preset popularity condition is determined, so as to display the at least one live room topic recommendation information on the anchor terminal.
  • the method for recommending topics in live broadcast rooms further includes:
  • the live room topic recommendation request is a question and answer type topic recommendation request
  • the live room topic is a topic of interaction between the live room anchor and the audience .
  • the method for recommending topics in a live broadcast room provided by the present disclosure is executed by a server.
  • the method for recommending topics in live broadcast rooms includes:
  • the receiving a selection operation on the at least one live room topic recommendation information, and determining the target live broadcast corresponding to the selection operation Topic recommendation information including:
  • the receiving a selection operation on the at least one live room topic recommendation information, and determining the target live broadcast corresponding to the selection operation Topic recommendation information including:
  • the target live room topic recommendation information is determined from at least one live room topic recommendation information according to a preset random algorithm.
  • the live broadcast room topic recommendation method after displaying at least one live room topic recommendation information that satisfies preset popularity conditions, it further includes:
  • the method for recommending topics in live broadcast rooms further includes:
  • the adjusted topic recommendation information of the target live room is acquired.
  • the method for recommending a topic in a live broadcast room provided by the present disclosure is executed by a client.
  • the present disclosure provides a method for recommending topics in a live broadcast room, including:
  • the method for recommending topics in live broadcast rooms further includes:
  • Receiving a trigger operation of the one or more live room topic recommendation information corresponding to the selection operation displaying the one or more live room topic recommendation information in the topic editing area;
  • the sending the one or more live room topic recommendation information corresponding to the selection operation includes: sending the adjusted one or more live room topic recommendation information corresponding to the selection operation.
  • the method for recommending topics in live broadcast rooms further includes:
  • the present disclosure provides a device for recommending topics in a live broadcast room, including:
  • the obtaining module is used to obtain the topic recommendation request in the live broadcast room
  • the determination module is configured to determine at least one topic recommendation information in the live room that satisfies a preset popularity condition according to the topic recommendation request in the live room.
  • the acquisition module is specifically used for:
  • the determination module is specifically used for:
  • the live broadcast room topic recommendation request corresponding to the viewer terminal determine at least one live room topic recommendation information corresponding to the viewer terminal that satisfies a preset popularity condition, so as to display the at least one live room topic recommendation information on the viewer terminal.
  • the acquisition module is specifically used for:
  • the determination module is specifically used for:
  • At least one live room topic recommendation information corresponding to the anchor terminal meeting the preset popularity condition is determined, so as to display the at least one live room topic recommendation information on the anchor terminal.
  • the device for recommending topics in a live broadcast room further includes:
  • the first request acquisition module is used to obtain a selection request for the target live room recommendation information in the at least one live room topic recommendation information, and use the target live room recommendation information as the current topic of the live room;
  • the first topic display module is used to control the display of the current topic on the live room page.
  • the live room topic recommendation request is a question and answer type topic recommendation request
  • the live room topic is a topic of interaction between the live room anchor and the audience .
  • the present disclosure provides a device for recommending topics in a live broadcast room, including:
  • the first receiving module is used to receive the topic recommendation operation in the live broadcast room
  • a display module configured to display at least one topic recommendation information in the live room that satisfies preset popularity conditions in response to the topic recommendation operation in the live room;
  • the second receiving module is configured to receive a selection operation on the topic recommendation information of the at least one live broadcast room;
  • the topic determination module is configured to determine the topic recommendation information of the target live room corresponding to the selection operation, and use the topic recommendation information of the target live room as the current topic of the live room. According to one or more embodiments of the present disclosure, in the device for recommending a topic in a live broadcast room provided by the present disclosure, the device for recommending a topic in a live broadcast room is specifically used for:
  • the live room topic recommendation device block is specifically used for:
  • the target live room topic recommendation information is determined from at least one live room topic recommendation information according to a preset random algorithm.
  • the device for recommending topics in a live broadcast room further includes:
  • the first request acquisition module is used to receive the recommended update operation of the topic in the live broadcast room;
  • the second topic display module is used to display the updated at least one topic recommendation information in the live room meeting the preset popularity condition
  • the topic determination module is configured to receive a trigger operation for the target live room topic recommendation information in the updated at least one live room topic recommendation information, and use the target live room topic recommendation information as the current topic of the live room.
  • the device for recommending topics in a live broadcast room further includes:
  • the second request acquisition module is used to receive a trigger operation for the topic recommendation information of the target live room in at least one topic recommendation information of the live room, and display the topic recommendation information of the target live room in the topic editing area;
  • the recommendation information acquiring module is configured to acquire the adjusted topic recommendation information of the target live room in response to the editing operation of displaying the topic recommendation information of the target live room in the topic editing area.
  • the present disclosure provides a device for recommending topics in a live broadcast room, including:
  • the first receiving module is used to receive the topic recommendation operation in the live broadcast room
  • a display module configured to display at least one topic recommendation information in the live room that satisfies preset popularity conditions in response to the topic recommendation operation in the live room;
  • the second receiving module is configured to receive a selection operation on the topic recommendation information of the at least one live broadcast room;
  • the sending module is used to send one or more live room topic recommendation information corresponding to the selection operation, so that the anchor can select the target live room topic recommendation information as the current topic of the live room.
  • the present disclosure provides an electronic device, including:
  • the processor is configured to read the executable instructions from the memory, and execute the instructions to implement any one of the live room topic recommendation methods provided in the present disclosure.
  • the present disclosure provides a computer-readable storage medium, the storage medium stores a computer program, and the computer program is used to execute any one of the live broadcasting provided by the present disclosure. Topic recommendation method.
  • the present disclosure provides a computer program product, when the instructions in the computer program product are executed by a processor, any one of the live room topics provided by the present disclosure can be realized recommended method.
  • the present disclosure provides a computer program, including: instructions, which, when executed by a processor, cause the processor to execute any one of the live broadcasting room programs provided by the present disclosure. topic recommendation method.
  • the technical solution provided by the embodiments of the present disclosure has the following advantages: the processing solution of the recommendation information provided by the embodiments of the present disclosure obtains the topic recommendation request in the live broadcast room, and then, according to the topic recommendation request in the live broadcast room, determines that the preset popularity is met At least one hot topic recommendation information in the live broadcast room under the condition. As a result, popular topics are recommended for live broadcast, which provides technical support for improving the activity and quality of live video.

Abstract

本公开实施例涉及一种直播间话题推荐方法、装置、设备及介质，其中该方法包括：获取直播间话题推荐请求；根据直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。由此，在直播过程中，为直播推荐热门的话题，为提高直播视频的活跃度和质量提供了技术支撑。

Description

直播间话题推荐方法、装置、设备及介质
相关申请的交叉引用
本申请是以中国申请号为202210108213.0，申请日为2022年1月28日、题目为“直播间话题推荐方法、装置、设备及介质”的申请为基础，并主张其优先权，该中国申请的公开内容在此作为整体引入本申请中。
技术领域
本公开涉及计算机应用技术领域，尤其涉及一种直播间话题推荐方法、装置、设备及介质。
背景技术
相关技术中，可以根据弹幕消息发掘直播话题等，以便于提升直播间的直播热度。
发明内容
本公开实施例提供了一种直播间话题推荐方法，包括以下步骤：获取直播间话题推荐请求；根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
本公开实施例提供了一种直播间话题推荐方法，包括以下步骤：接收直播间话题推荐操作；响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。
本公开实施例提供了一种直播间话题推荐装置，包括：获取模块，用于获取直播间话题推荐请求；确定模块，用于根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
本公开实施例提供了一种直播间话题推荐方法，包括：接收直播间话题推荐 操作；响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；接收对所述至少一个直播间话题推荐信息中任意一个或多个直播间话题推荐信息的选择操作，并发送与所述选择操作对应的所述一个或多个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
本公开实施例提供了一种直播间话题推荐装置，包括：第一接收模块，用于接收直播间话题推荐操作；显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；话题确定模块，用于确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。
本公开实施例提供了一种直播间话题推荐装置，包括：第一接收模块，用于接收直播间话题推荐操作；显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；发送模块，用于发送与所述选择操作对应的一个或多个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
本公开实施例还提供了一种电子设备，所述电子设备包括：处理器；用于存储所述处理器可执行指令的存储器；所述处理器，用于从所述存储器中读取所述可执行指令，并执行所述指令以实现如本公开实施例提供的直播间话题推荐方法。
本公开实施例还提供了一种计算机可读存储介质，所述存储介质存储有计算机程序，所述计算机程序用于执行如本公开实施例提供的直播间话题推荐方法。
本公开实施例还提供了一种计算机程序产品，当所述计算机程序产品中的指令由处理器执行时，实现如本公开实施例提供的直播间话题推荐方法。
本公开实施例还提供了一种计算机程序，包括：指令，所述指令当由处理器执行时使所述处理器执行本公开提供的任一所述的直播间话题推荐方法。
附图说明
结合附图并参考以下具体实施方式，本公开各实施例的上述和其他特征、优 点及方面将变得更加明显。贯穿附图中，相同或相似的附图标记表示相同或相似的元素。应当理解附图是示意性的，原件和元素不一定按照比例绘制。
图1为本公开实施例提供的一种直播间话题推荐方法的流程示意图；
图2为本公开实施例提供的一种直播间话题推荐场景示意图；
图3为本公开实施例提供的另一种直播间话题推荐方法的流程示意图；
图4为本公开实施例提供的另一种直播间话题推荐场景示意图；
图5为本公开实施例提供的另一种直播间话题推荐场景示意图；
图6为本公开实施例提供的另一种直播间话题推荐方法的流程示意图；
图7为本公开实施例提供的另一种直播间话题推荐场景示意图；
图8为本公开实施例提供的另一种直播间话题推荐场景示意图；
图9为本公开实施例提供的另一种直播间话题推荐方法的流程示意图；
图10为本公开实施例提供的另一种直播间话题推荐场景示意图；
图11为本公开实施例提供的另一种直播间话题推荐场景示意图；
图12为本公开实施例提供的另一种直播间话题推荐场景示意图；
图13为本公开实施例提供的另一种直播间话题推荐场景示意图；
图14为本公开实施例提供的另一种直播间话题推荐方法的流程示意图；
图15为本公开实施例提供的另一种直播间话题推荐场景示意图；
图16为本公开实施例提供的一种推荐信息的处理装置的结构示意图；
图17为本公开实施例提供的另一种推荐信息的处理装置的结构示意图；
图18为本公开实施例提供的一种电子设备的结构示意图。
具体实施方式
下面将参照附图更详细地描述本公开的实施例。虽然附图中显示了本公开的某些实施例，然而应当理解的是，本公开可以通过各种形式来实现，而且不应该被解释为限于这里阐述的实施例，相反提供这些实施例是为了更加透彻和完整地理解本公开。应当理解的是，本公开的附图及实施例仅用于示例性作用，并非用于限制本公开的保护范围。
应当理解，本公开的方法实施方式中记载的各个步骤可以按照不同的顺序执行，和/或并行执行。此外，方法实施方式可以包括附加的步骤和/或省略执行示出 的步骤。本公开的范围在此方面不受限制。
本文使用的术语“包括”及其变形是开放性包括，即“包括但不限于”。术语“基于”是“至少部分地基于”。术语“一个实施例”表示“至少一个实施例”；术语“另一实施例”表示“至少一个另外的实施例”；术语“一些实施例”表示“至少一些实施例”。其他术语的相关定义将在下文描述中给出。
需要注意，本公开中提及的“第一”、“第二”等概念仅用于对不同的装置、模块或单元进行区分，并非用于限定这些装置、模块或单元所执行的功能的顺序或者相互依存关系。
需要注意，本公开中提及的“一个”、“多个”的修饰是示意性而非限制性的，本领域技术人员应当理解，除非在上下文另有明确指出，否则应该理解为“一个或多个”。
本公开实施方式中的多个装置之间所推荐的消息或者信息的名称仅用于说明性的目的，而并不是用于对这些消息或信息的范围进行限制。
相关技术中，难以发掘质量和热度较高的直播话题，从而影响直播间的活跃度。
为了解决上述提到的直播间的话题热度不高从而影响直播间活跃度的问题，本公开提供了一种可以推荐热门话题的方式，可以通过推荐热度较高的直播话题，提高直播的话题质量，从而提升了直播间的活跃度。
下面结合具体的实施例说明本公开实施例的直播间话题推荐方法。该方法可以应用在服务器中，该服务器可以是本地服务器，也可以是云端服务器，在此不作限制。本实施例中的话题可以为讨论信息、提问信息等任意引导直播话题走向的信息类型，比如，若是直播间话题推荐请求为问答类型话题推荐请求，则直播间话题为直播间主播与观众互动的话题等，在此不一一列举。
图1是根据本公开一些实施例的推荐信息的处理方法的流程图，该方法应用在服务器中，如图1所示，该方法包括步骤101～步骤102。
步骤101，获取直播间话题推荐请求。
步骤102，根据直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
在本实施例中，获取直播间话题推荐请求后，为了保证直播间的话题热度， 以提升直播间的活跃度，确定满足预设热度条件的至少一个直播间话题推荐信息。
直播间话题推荐请求可以来源于观众端，也可以来源于主播端。
当直播间话题推荐请求来源于观众端时，说明如下。
在本公开的一些实施例中，获取观众端对应的直播间话题推荐请求。如图2所示，可以在观众端显示“推荐请求”对应的触发控件A。若是检测到观看用户对A的触发操作，则获取到观众端对应的直播间话题推荐请求。比如，若是检测到观看用户在直播界面上执行预设的手势操作，则获取到观众端对应的直播间话题推荐请求等。
在一些实施例中，在获取观众端对应的直播间话题推荐请求后，根据观众端对应的直播间话题推荐请求，确定满足预设热度条件的与观众端对应的至少一个直播间话题推荐信息，以在观众端显示至少一个直播间话题推荐信息。
即在获取到观众端的直播间话题推荐请求后，确定满足预设热度条件的直播间话题推荐信息，直播间话题推荐信息可以理解为是当下较为热门的优质推荐信息，因此，可以发送较为优质的推荐话题。
需要说明的是，在不同的应用场景中，上述预设热度条件不同，从而，获取满足预设热度条件的直播间话题推荐信息的方式不同，示例如下。
在本公开的一些实施例中，可以从预设的推荐平台(比如，若是推荐信息为问答信息，则对应的推荐平台为问答平台等)或者是其他包含大量话题内容的平台，获取相关的每个候选话题的话题热度关联参数。话题热度关联参数包括话题对应的已经被推荐的推荐次数、被主播的采纳次数等中的一种或多种。
进而，根据话题热度关联参数确定每个候选话题的热度值。比如，当话题热度关联参数为多个时，对每个话题热度关联参数进行归一化处理，将所有归一化处理后的归一化值求和得到对应的热度值。又例如，也可以确定每个话题热度关联参数的权重，计算每个话题关联参数归一化后的值和该权重的乘积值后，将所有乘积值之和作为对应的热度值。
在获取到每个话题推荐内容的热度值后，确定热度值大于预设推荐阈值的候选话题内容作为直播间话题推荐信息。由此，保证了直播间话题推荐信息均为热度比较高的优质话题。
在本公开的另一些实施例中，预先训练深度学习模型。该深度学习模型可以 根据输入的话题内容得到每个话题内容的话题类别以及对应的话题类别的置信度。
在本实施例中，为了保证直播间话题推荐信息与直播的内容的吻合度，在预设的推荐平台中按照排行榜由高到低的顺序，获取预设个数候选话题内容后，根据预先训练的深度学习模型获取每个候选话题内容所属的话题类别以及对应的置信度。
进而，确定直播间的直播间话题类别。直播间的话题类别可以根据直播间类型确定得到。进而，在候选话题内容中，确定与主播话题匹配的参考候选话题内容。在参考候选话题内容中，确定属于对应话题类别的置信度大于预设阈值的直播间话题推荐信息。
在一些实施例中，为了提升和观众端的互动感，控制观众端显示至少一个直播间话题推荐信息，以便于观众端可以对相关直播间话题推荐信息进行发送。
需要说明的是，在不同的应用场景中，控制观众端显示至少一个直播间话题推荐信息的方式不同，示例如下。
在本公开的一些实施例中，如图3所示，控制观看客户端显示至少一个直播间话题推荐信息，包括步骤301～步骤303。
步骤301，确定每个直播间话题推荐信息的热度值。
在本实施例中，可以根据直播间话题推荐信息与直播间类型的相关性确定所述热度值。具体可以基于预设的神经网络模型预测热度值，此处不再赘述。
步骤302，根据热度值对至少一个直播间话题推荐信息排序。
步骤303，控制观众端根据排序结果显示对应的至少一个直播间话题推荐信息。
在本实施例中，可以按照热度值由高到低的顺序对直播间话题推荐信息排序，进而，控制观众端根据排序结果显示对应的直播间话题推荐信息。
在本实施例中，为了进一步提升推荐成功率，还可以将热度值低于一定值的直播间话题推荐信息进行删除，仅仅对剩余的直播间话题推荐信息进行排序。进而，在本实施例中，可以按照热度值由高到低的顺序对直播间话题推荐信息排序。例如，可以将热度值低于热度值阈值的直播间话题推荐信息进行删除。
在本公开的另一些实施例中，也可以根据每个直播间话题推荐信息在对应平 台的发布时间，按照时间由近到远的顺序对多个直播间话题推荐信息进行排序，进而，根据排序结果显示对应的直播间话题推荐信息。
上述实施例根据排序结果显示直播间话题推荐信息的方式，可以根据场景需要灵活选择。比如，如图4所示，可以列表的形式显示对应的直播间话题推荐信息，观看用户可以通过上下滑动对应的列表，进行直播间话题推荐信息的切换显示。
又比如，如图5所示，可以分页的形式显示对应的直播间话题推荐信息，观看用户可以通过左右翻页的方式，进行直播间话题推荐信息的显示切换等。
当直播间话题推荐请求来源于主播端时，说明如下。
在本实施例中，获取主播端对应的直播间话题推荐请求。在本实施例中，主播端对应的直播间话题推荐请求，在不同的应用场景中的获取方式不同。比如，可以在主播端显示“推荐请求”对应的触发控件，若是检测到主播端对该控件的触发操作，则获取到直播间话题推荐请求。又比如，若是检测到主播端在直播界面上执行预设的手势操作，则获取到直播间话题推荐请求等。
在获取到主播端的直播间话题推荐请求后，为了帮助主播端寻找更优质的直播话题，获取主播端的直播间话题推荐信息。该直播间话题推荐信息包括观众端发送的至少一个直播间话题推荐信息。每个直播间话题推荐信息是对应的观众端显示的满足预设热度条件的直播间话题推荐信息中，执行发送操作的直播间话题推荐信息。
上述实施例中，直播间话题推荐信息来源于观众端的推荐。
在一些实施例中，在实际执行过程中，主播端也可以主动去要求推荐直播间话题，由此，即使有些直播间话题推荐信息没有被观众端推荐，主播端也可以获知并采用，进一步避免了主播端在直播时话题不足的问题。
在本实施例中，响应于主播端对应的直播间话题推荐请求，根据所述主播端对应的直播间话题推荐请求，确定满足预设热度条件的主播端对应的至少一个直播间话题推荐信息，以在主播端显示至少一个直播间话题推荐信息。该推荐请求可以是主播用户通过触发对应的控件获取等。预设热度条件的获取方式可以和上述观众端的热度条件类似，在此不再赘述。
综上，本公开实施例的直播间话题推荐方法，获取直播间话题推荐请求，进 而，根据直播间话题推荐请求，确定满足预设热度条件的至少一个热度较高的直播间话题推荐信息。由此，为直播推荐热门的话题，为提高直播视频的活跃度和质量提供了技术支撑。
在实际应用中，在根据直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息后，可以根据至少一个直播间话题推荐信息确定当前直播话题。由此，保证了直播话题的热度，从而提升直播间的直播热度。
在本公开的一些实施例中，可以在推荐的直播间话题推荐信息中选择当前话题。
如图6所示，该方法还包括步骤601～步骤602。
步骤601，获取针对至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将目标直播间推荐信息作为直播间的当前话题。
在本实施例中，针对至少一个直播间话题推荐信息可以理解为：观众端对多个直播间话题推荐信息中的至少一个直播间话题推荐信息触发的直播间话题的发送操作，从而，向主播端发送至少一个直播间话题推荐信息，以便于在主播端根据至少一个直播间话题推荐信息进行当前话题的选择处理。例如，观众端从10个直播间话题推荐信息，选择5个直播间话题推荐信息，并发送这5个直播间话题推荐信息到主播端，主播端根据这5个直播间话题推荐信息进行当前话题的选择处理。
在不同的应用场景中，观众端对多个直播间话题推荐信息中的至少一个直播间话题推荐信息触发的直播间话题，可以为通过语音操作或者是触摸式操作等触发操作来选中的，进而，向主播端发送其触发的直播间话题推荐信息。
当然，在一些可实施例中，观众端可以具有对选中的直播间话题推荐信息进行编辑的需求。比如，可能选中的直播间话题推荐信息并不满足观众端的需求等，为了满足这种编辑需求，在本公开的一些实施例中，还可以响应于观众端对选中的直播间话题推荐信息的编辑操作，获取编辑后的直播间话题推荐信息。进而，响应于观众端对编辑后的直播间话题推荐信息的发送操作，向主播端发送编辑后的直播间话题推荐信息，以便于主播端可以根据该直播间话题推荐信息进行话题推荐处理等。
为了使得本领域的技术人员更加清楚，下面示例说明，向主播端发送有关直 播间话题推荐信息的有关处理过程，说明如下。
在本公开的一些实施例中，如图7所示，若是直播间话题推荐信息以列表的形式显示，则若是检测到观众端的用户触发对应的直播间话题推荐信息B，则在编辑框中显示对应的直播间话题推荐信息B“喜欢的季节”，若是检测到用户触发对应的“发送”控件，则认为获取到观众端对B的发送操作。观众端也是观众端。
继续参照图7，为了进一步便于观众端对直播间话题推荐信息的选择，在编辑界面，还可以显示其他直播间话题推荐信息，观众端可以通过点击其他直播间话题推荐信息实现对待发送的直播间话题推荐信息的切换等。
在本实施例中，还可以在编辑框中对选中的直播间话题推荐信息进行编辑，进而，得到编辑后的直播间话题推荐信息，当用户触发对应的“发送”控件，则认为获取到观众端对编辑后的直播间话题推荐信息的发送操作。
比如，如图8所示，若是直播间话题推荐信息以列表的形式显示，则若是检测到观众端触发对应的直播间话题推荐信息C“喜欢的水果”，则在直播间话题推荐信息C附近区域显示“发送控件”和“编辑控件”，若是检测到观众端的用户触发对应的“发送”控件，则认为获取到观众端对C的发送操作。
在本实施例中，若是直播间话题推荐信息以列表的形式显示，则若是检测到观众用户触发对应的直播间话题推荐信息D“喜欢的饮料”，则在直播间话题推荐信息D附近区域显示“发送控件”和“编辑控件”。若是检测到观众端的用户触发对应的“编辑”控件，则如图9所示，切换到编辑页面在编辑框中显示对应的直播间话题推荐信息D，以便于观众端的用户编辑直播间话题推荐信息得到编辑后的直播间话题推荐信息。若是检测到用户触发编辑页面的“发送”控件，则获取到对编辑后的直播间话题推荐信息的发送操作。
由此，在直播过程中，为观众端推荐热门的直播话题推荐信息，为提高直播视频的活跃度和质量提供了技术支撑。
进一步的，在获取到观众端发送的直播间推荐信息后，获取针对至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将目标直播间推荐信息作为直播间的当前话题。
在本公开的一些实施例中，可以显示观众端发送的直播间推荐信息，显示观众端发送的直播间推荐信息的方式可以根据场景的不同，进行列表显示、分页显 示等。
在本公开的一些实施例中，为了便于主播端可以快速寻找到更优质的主播话题，以提升直播的质量，可以获取观众端发送的每个直播间话题推荐信息的第二热度值，进而，根据第二热度值对至少一个直播间话题推荐信息排序，控制在主播端根据排序结果显示该至少一个直播间话题推荐信息。由此，主播用户优先可以看到热度更高的直播间话题推荐信息。
在本公开的一些实施例中，在主播端接收到观众端发送的至少一个直播间话题推荐信息后，直接控制直播间显示所有观众端发送的直播间话题推荐信息。在一些实施例中，可以根据预设的显示方式显示至少一个直播间话题推荐信息，该预设的显示方式可以根据场景需要设置。比如，可以是如图10所示的弹幕评论的形式。又比如，可以在如图11所示的对应的推荐列表显示。
进一步地，获取观众端的观看用户对所有观众端发送的直播间话题推荐信息的推荐操作。该推荐操作可以为对图10所示的弹幕评论的点赞控件的触发操作，或者是对如图11所示的直播间话题推荐信息的点赞控件的触发操作等。进而，根据推荐操作来获取对应的所有观众端发送的直播间话题推荐信息的热度值，该热度值可以为上述点赞的数量等。
在本公开的一些实施例中，为了优化推荐的目标直播间推荐信息，在控制主播端显示目标直播间推荐信息之前，还可以对与当前直播间的直播内容无关的一些目标直播间推荐信息删除。
比如，获取每个观众端发送的目标直播间推荐信息的语义信息，根据该语义信息识别每个目标直播间推荐信息的第一话题以及对应的话题置信度，识别直播间的第二话题。该第二话题可以根据直播类型得到。确定与第二话题匹配的目标直播间推荐信息后，确定匹配的目标直播间推荐信息对应的话题置信度，将话题置信度大于一定值的目标直播间推荐信息进行显示。
在一些实施例中，在显示观众端发送的目标直播间推荐信息后，获取针对至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将目标直播间推荐信息作为直播间的当前话题。
在本实施例中，响应于针对目标直播间推荐信息的选择请求，该选择请求可以为触发对应的目标直播间话题推荐信息所在区域等获取到的等。
步骤602，控制在直播间页面显示当前话题。直播间页面可以为主播端或观众端的直播间页面。
在本实施例中，控制直播间页面显示当前话题，该选中提示信息以指示当前直播间正在讨论的话题等。
该正在讨论的当前话题，来源于热门的话题，因此，保证了直播的专业度和话题热度等。
在不同的应用场景中显示当前话题的方式不同。在一些实施例中，可以卡片的形式显示当前话题。如图12所示，若是选中的当前话题为“喜欢的天气”，则可以在当前直播间下方以卡片的形式显示该话题的内容，直观的指示主播用户和观看用户当前的直播内容。
在一些可能的实施例中，还可以在显示至少一个直播间话题推荐信息时，在对应的目标直播间推荐信息后显示提示信息，以提示直播用户当前正在直播的推荐信息，避免目标直播间推荐信息的重复选择。在本实施例中，为了进一步避免目标直播间推荐信息的重复选择，还可以将主播用户已经选择并讨论过的目标直播间推荐信息从显示的列表中删除。可以根据主播用户对显示在直播界面上有关提示消息的关闭操作等，获知主播用户对目标直播间推荐信息讨论完毕等。
例如，如图13所示，若是接收到主播用户选择了目标直播间推荐信息S，则在S所在区域的预设位置显示“正在讨论”等提示消息，以指示当前正在讨论的目标直播间推荐信息。
综上，本公开实施例的直播间的话题推荐方法，在推荐的人们的直播间话题推荐信息中确定直播的当前话题，保证了直播间的话题的热度，提升了直播间的质量。
为了更全面的说明本公开实施例的直播间话题推荐方法，下面集中在客户端侧说明本公开实施例的直播间话题推荐方法，该客户端可以为主播端也可以为观众端。
在本实施例中，客户端在当前热门的直播间话题推荐信息中进行的当前话题的选择，由此，提升了直播间的话题热度，保证了直播的质量。
在本实施例中，如图14所示，该方法还包括步骤1401～步骤1403。
步骤1401，接收直播间话题推荐操作。
在本实施例中，直播间话题的推荐操作可以为相关用户触发对应的控件后获取到的，也可以是相关用户在客户端执行预设的手势操作等方式获取到的，在此不一一列举。
步骤1402，响应于直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息。
在本实施例中，显示满足预设热度条件的至少一个直播间话题推荐信息，该至少一个直播间话题推荐信息由上述服务器获取。在本实施例中，获取直播间话题推荐操作后，向服务器发送话题推荐请求，接收服务器根据该请求反馈的满足预设热度条件的至少一个直播间话题推荐信息，并显示该满足预设热度条件的至少一个直播间话题推荐信息。
客户端显示至少一个直播间话题推荐信息的方式可以分页显示、可以滑动显示等，在此不作限制。
步骤1403，接收对至少一个直播间话题推荐信息的选择操作，并确定与选择操作对应的目标直播间话题推荐信息，将目标直播间话题推荐信息作为直播间的当前话题。
在本实施例中，接收客户端在至少一个直播间话题推荐信息中确定的目标直播间话题推荐信息，将目标直播间话题推荐信息作为直播间的当前话题。由此，实现了对直播话题的主动获取，提升了直播间的直播活跃度。
需要说明的是，在不同的应用场景中，在至少一个直播间话题推荐信息中确定目标直播间话题推荐信息的方式不同，示例说明如下。
在本公开的一些实施例中，客户端的用户也可以在推荐的至少一个直播间话题推荐信息中主动去选择目标直播间话题推荐信息，即响应于接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，确定触发操作对应的目标直播间话题推荐信息。
在本公开的一些实施例中，在获取到对应的至少一个直播间话题推荐信息后，可以显示随机选择控件。该随机选择控件可以为图片、文字、动画等一种或多种的组合。获取客户端的有关用户对随机选择控件的触发操作，根据预设的随机算法，确定至少一个直播间话题推荐信息中的目标直播间话题推荐信息。该预设的随机算法可以为现有技术中随机选择算法中的任一种。由此，相关用户无需人工 选择，即可确定对一个的目标直播间话题推荐信息，为直播内容带来了趣味性。
考虑到在有些场景下，显示的满足预设热度条件的至少一个直播间话题推荐信息中若是没有用户感兴趣的，也可以接收直播间话题推荐更新操作。比如，接受到针对图15中“切换”控件的触发操作，则显示满足预设热度条件的更新后的至少一个直播间话题推荐信息。该更新后的至少一个直播间话题推荐信息，可以为在当前没有显示完全的剩余的至少一个直播间话题推荐信息，也可以是重新根据预设的热度条件匹配获取的等。进而，接收针对更新后的至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，将目标直播间话题推荐信息作为直播间的当前话题。
在上述实施例中，在接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，在话题编辑区显示目标直播间话题推荐信息。响应于针对话题编辑区显示目标直播间话题推荐信息的编辑操作，获取调整后的目标直播间话题推荐信息，将调整后的目标直播间话题推荐信息作为当前话题进行显示处理等。对话题编辑区显示目标直播间话题推荐信息的编辑操作可以参照上述实施例中提到的，观众端对选中的直播间话题推荐信息的编辑操作，此处不再赘述。
在本实施例中，可以对目标直播间话题推荐信息进行编辑操作。由此，进一步保证了当前话题的选择的灵活性，兼顾了热门话题的推荐以及主播用户的直播的效果等。
正如以上所说的，在主播端显示的直播间话题推荐信息不但可以来源于观众端的推荐，还可以来源于主播端的自动请求，因此，为了避免操作的复杂性，提升操作体验，在本实施例中，来源不同的直播间话题推荐信息可以以可切换的双列形式进行显示。即如图15所示，在主播端可以在左列L1显示来源于观众端的推荐的直播间话题推荐信息，在右列L2显示来源于主播端的自动请求的直播间话题推荐信息。L1和L2可以通过切换的方式进行切换显示，也可以同时显示。比如，L1和L2上下分页显示或者左右分屏显示等。
综上，本公开实施例的直播间话题推荐方法，可以根据观众端推荐的直播间话题推荐信息来进行直播，也可以自主请求热门的直播间话题推荐信息直播，保证了直播的当前话题的热度，保证了直播质量。
在本公开的实施例中，所述主播端或观众端对应的至少一个直播间话题推荐 信息可以响应于主播端或观众端的输入操作获取的，也可以是响应于主播端或观众端针对已显示的直播间话题推荐信息的修改获取的，还可以是直播服务器下发的。所述直播间话题推荐信息还可以根据直播间的评论信息的热度得到的，直播间评论信息的热度可以是根据预设时间范围内相同或者相似评论的数量确定。相似评论可以是相似度大于预设相似度阈值的评论，相似度可以基于预设的神经网络模型来确定。
此外，观众端可以发送一个或多个直播间话题推荐信息至直播服务器，由直播服务器将一个或多个直播间话题推荐信息发送至主播端，以在主播端进行显示，进而供主播端选择目标直播间话题推荐信息。主播端也可以发送多个直播间话题推荐信息至直播服务器，由直播服务器将多个直播间话题推荐信息发送至观众端，以在观众端进行显示，进而供观众端针对多个直播间话题推荐信息进行互动，并根据互动结果确定目标直播间话题推荐信息。
在一些实施例中，本公开方法(应用于观众端)还包括：显示多个直播间话题推荐信息，并显示各个直播间话题推荐信息的互动控件和互动信息(互动控件例如点赞控件，互动信息例如点赞量)；响应于针对各个直播间话题推荐信息的互动控件的触发操作更新各个直播间话题推荐信息的互动信息；将所述各个直播间话题推荐信息的互动信息发送至直播服务器，以使直播服务器生成待推送至主播端的至少一个直播间话题推荐信息，从而供主播端选择。
为了实现上述实施例，本公开还提出了一种直播间话题推荐装置。
图16为本公开实施例提供的一种直播间话题推荐装置的结构示意图，该装置可由软件和/或硬件实现。如图16所示，该装置包括获取模块1610和确定模块1620。
获取模块1610，用于获取直播间话题推荐请求。
确定模块1620，用于根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
本公开实施例所提供的直播间话题推荐装置可执行本公开任意实施例所提供的直播间话题推荐方法，具备执行方法相应的功能模块和有益效果，其实现原理类似，在此不再赘述。
为了实现上述实施例，本公开还提出了一种直播间话题推荐装置。
图17为本公开实施例提供的一种直播间话题推荐装置的结构示意图，该装置可由软件和/或硬件实现。如图17所示，该装置包括第一接收模块1710、显示模块1720、第二接收模块1730和话题确定模块1740。
第一接收模块1710，用于接收直播间话题推荐操作。
显示模块1720，用于响应于直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息。
第二接收模块1730，用于接收对至少一个直播间话题推荐信息的选择操作。
话题确定模块1740，用于确定与选择操作对应的目标直播间话题推荐信息，将目标直播间话题推荐信息作为直播间的当前话题。
本公开实施例所提供的直播间话题推荐装置可执行本公开任意实施例所提供的直播间话题推荐方法，具备执行方法相应的功能模块和有益效果，其实现原理类似，在此不再赘述。
图18为本公开实施例提供的一种电子设备的结构示意图。
下面具体参考图18，其示出了适于用来实现本公开实施例中的电子设备1800的结构示意图。本公开实施例中的电子设备1800可以包括但不限于诸如移动电话、笔记本电脑、数字广播接收器、PDA(个人数字助理)、PAD(平板电脑)、PMP(便携式多媒体播放器)、车载终端(例如车载导航终端)等等的移动终端以及诸如数字TV、台式计算机等等的固定终端。图18示出的电子设备仅仅是一个示例，不应对本公开实施例的功能和使用范围带来任何限制。
如图18所示，电子设备1800可以包括处理器(例如中央处理器、图形处理器等)1801，其可以根据存储在只读存储器(ROM)1802中的程序或者从存储器1808加载到随机访问存储器(RAM)1803中的程序而执行各种适当的动作和处理。在RAM 1803中，还存储有电子设备1800操作所需的各种程序和数据。处理器1801、ROM 1802以及RAM 1803通过总线1804彼此相连。输入/输出(I/O)接口1805也连接至总线1804。
通常，以下装置可以连接至I/O接口1805：包括例如触摸屏、触摸板、键盘、鼠标、摄像头、麦克风、加速度计、陀螺仪等的输入装置1806；包括例如液晶显示器(LCD)、扬声器、振动器等的输出装置1807；包括例如磁带、硬盘等的存储器1808；以及通信装置1809。通信装置1809可以允许电子设备1800与其他设 备进行无线或有线通信以交换数据。虽然图18示出了具有各种装置的电子设备1800，但是应理解的是，并不要求实施或具备所有示出的装置。可以替代地实施或具备更多或更少的装置。
特别地，根据本公开的实施例，上文参考流程图描述的过程可以被实现为计算机软件程序。例如，本公开的实施例包括一种计算机程序产品，其包括承载在非暂态计算机可读介质上的计算机程序，该计算机程序包含用于执行流程图所示的方法的程序代码。在这样的实施例中，该计算机程序可以通过通信装置1809从网络上被下载和安装，或者从存储器1808被安装，或者从ROM 1802被安装。在该计算机程序被处理器1801执行时，执行本公开实施例的直播间话题推荐方法中限定的上述功能。
需要说明的是，本公开上述的计算机可读介质可以是计算机可读信号介质或者计算机可读存储介质或者是上述两者的任意组合。计算机可读存储介质例如可以是——但不限于——电、磁、光、电磁、红外线、或半导体的系统、装置或器件，或者任意以上的组合。计算机可读存储介质的更具体的例子可以包括但不限于：具有一个或多个导线的电连接、便携式计算机磁盘、硬盘、随机访问存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、光纤、便携式紧凑磁盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本公开中，计算机可读存储介质可以是任何包含或存储程序的有形介质，该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。而在本公开中，计算机可读信号介质可以包括在基带中或者作为载波一部分传播的数据信号，其中承载了计算机可读的程序代码。这种传播的数据信号可以采用多种形式，包括但不限于电磁信号、光信号或上述的任意合适的组合。计算机可读信号介质还可以是计算机可读存储介质以外的任何计算机可读介质，该计算机可读信号介质可以发送、传播或者传输用于由指令执行系统、装置或者器件使用或者与其结合使用的程序。计算机可读介质上包含的程序代码可以用任何适当的介质传输，包括但不限于：电线、光缆、RF(射频)等等，或者上述的任意合适的组合。
在一些实施方式中，客户端、服务器可以利用诸如HTTP(HyperText Transfer Protocol，超文本传输协议)之类的任何当前已知或未来研发的网络协议进行通信， 并且可以与任意形式或介质的数字数据通信(例如，通信网络)互连。通信网络的示例包括局域网(“LAN”)，广域网(“WAN”)，网际网(例如，互联网)以及端对端网络(例如，ad hoc端对端网络)，以及任何当前已知或未来研发的网络。
上述计算机可读介质可以是上述电子设备中所包含的；也可以是单独存在，而未装配入该电子设备中。
上述计算机可读介质承载有一个或者多个程序，当上述一个或者多个程序被该电子设备执行时，使得该电子设备：
获取直播间话题推荐请求，进而，根据直播间话题推荐请求，确定满足预设热度条件的至少一个热度较高的直播间话题推荐信息。由此，为直播推荐热门的话题，为提高直播视频的活跃度和质量提供了技术支撑。
电子设备可以以一种或多种程序设计语言或其组合来编写用于执行本公开的操作的计算机程序代码，上述程序设计语言包括但不限于面向对象的程序设计语言—诸如Java、Smalltalk、C++，还包括常规的过程式程序设计语言—诸如“C”语言或类似的程序设计语言。程序代码可以完全地在用户计算机上执行、部分地在用户计算机上执行、作为一个独立的软件包执行、部分在用户计算机上部分在远程计算机上执行、或者完全在远程计算机或服务器上执行。在涉及远程计算机的情形中，远程计算机可以通过任意种类的网络——包括局域网(LAN)或广域网(WAN)—连接到用户计算机，或者，可以连接到外部计算机(例如利用因特网服务提供商来通过因特网连接)。
附图中的流程图和框图，图示了按照本公开各种实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上，流程图或框图中的每个方框可以代表一个模块、程序段、或代码的一部分，该模块、程序段、或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意，在有些作为替换的实现中，方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如，两个接连地表示的方框实际上可以基本并行地执行，它们有时也可以按相反的顺序执行，这依所涉及的功能而定。也要注意的是，框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合，可以用执行规定的功能或操作的专用的基于硬件的系统来实现，或者可以用专用硬件与计算机指令的组合来实现。
描述于本公开实施例中所涉及到的单元可以通过软件的方式实现，也可以通过硬件的方式来实现。其中，单元的名称在某种情况下并不构成对该单元本身的限定。
本文中以上描述的功能可以至少部分地由一个或多个硬件逻辑部件来执行。例如，非限制性地，可以使用的示范类型的硬件逻辑部件包括：现场可编程门阵列(FPGA)、专用集成电路(ASIC)、专用标准产品(ASSP)、片上系统(SOC)、复杂可编程逻辑设备(CPLD)等等。
在本公开的上下文中，机器可读介质可以是有形的介质，其可以包含或存储以供指令执行系统、装置或设备使用或与指令执行系统、装置或设备结合地使用的程序。机器可读介质可以是机器可读信号介质或机器可读储存介质。机器可读介质可以包括但不限于电子的、磁性的、光学的、电磁的、红外的、或半导体系统、装置或设备，或者上述内容的任何合适组合。机器可读存储介质的更具体示例会包括基于一个或多个线的电气连接、便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EPROM或快闪存储器)、光纤、便捷式紧凑盘只读存储器(CD-ROM)、光学储存设备、磁储存设备、或上述内容的任何合适组合。
根据本公开的一个或多个实施例，本公开提供了一种直播间话题推荐方法，包括以下步骤：
获取直播间话题推荐请求；
根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，所述获取直播间话题推荐请求，包括：
获取观众端对应的直播间话题推荐请求；
所述根据所述直播间话题推荐请求，确定满足预设热度条件的直播间话题推荐信息，包括：
根据所述观众端对应的直播间话题推荐请求，确定满足预设热度条件的与观众端对应的至少一个直播间话题推荐信息，以在所述观众端显示所述至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，包括：
获取主播端对应的直播间话题推荐请求；
所述根据所述直播间话题推荐请求，确定满足预设热度条件的直播间话题推荐信息，包括：
根据所述主播端对应的直播间话题推荐请求，确定满足预设热度条件的主播端对应的至少一个直播间话题推荐信息，以在主播端显示所述至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，还包括：
获取针对所述至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将所述目标直播间推荐信息作为直播间的当前话题；
控制显示所述当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，所述直播间话题推荐请求为问答类型话题推荐请求，所述直播间话题为直播间主播与观众互动的话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法由服务器执行。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，包括：
接收直播间话题推荐操作；
响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，所述接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，包括：
接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作；
确定所述触发操作对应的目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，所述接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，包括：
响应于针对预设的随机选择控件的触发操作，根据预设的随机算法在至少一个直播间话题推荐信息中确定目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，在显示满足预设热度条件的至少一个直播间话题推荐信息之后，还包括，
接收直播间话题推荐更新操作；
显示满足预设热度条件的更新后的至少一个直播间话题推荐信息；
接收针对更新后的至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，将所述目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法中，还包括：
接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，在话题编辑区显示所述目标直播间话题推荐信息；
响应于针对话题编辑区显示所述目标直播间话题推荐信息的编辑操作，获取调整后的所述目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法由客户端执行。
根据本公开的一个或多个实施例，本公开提供了一种直播间话题推荐方法，包括：
接收直播间话题推荐操作；
响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
接收对所述至少一个直播间话题推荐信息中任意一个或多个直播间话题推荐信息的选择操作，并发送与所述选择操作对应的所述一个或多个直播间话题推荐 信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法，还包括：
接收与所述选择操作对应的所述一个或多个直播间话题推荐信息的触发操作，在话题编辑区显示所述一个或多个直播间话题推荐信息；响应于针对话题编辑区显示的所述一个或多个直播间话题推荐信息的编辑操作，获取调整后的与所述选择操作对应的一个或多个直播间话题推荐信息；
所述发送与所述选择操作对应的所述一个或多个直播间话题推荐信息，包括：发送所述调整后的与所述选择操作对应的一个或多个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐方法，还包括：
显示所述至少一个直播间话题推荐信息的互动控件和互动信息；
响应于针对所述至少一个直播间话题推荐信息的互动控件的触发操作，更新所述至少一个直播间话题推荐信息的互动信息；
将所述至少一个直播间话题推荐信息的互动信息发送至直播服务器，以使直播服务器生成待推送至主播端的至少一个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供了一种直播间话题推荐装置，包括：
获取模块，用于获取直播间话题推荐请求；
确定模块，用于根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，所述获取模块，具体用于：
获取观众端对应的直播间话题推荐请求；
所述确定模块，具体用于：
根据所述观众端对应的直播间话题推荐请求，确定满足预设热度条件的与观众端对应的至少一个直播间话题推荐信息，以在所述观众端显示所述至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，所述获取模块，具体用于：
获取主播端对应的直播间话题推荐请求；
所述确定模块，具体用于：
根据所述主播端对应的直播间话题推荐请求，确定满足预设热度条件的主播端对应的至少一个直播间话题推荐信息，以在主播端显示所述至少一个直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，还包括：
第一请求获取模块，用于获取针对所述至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将所述目标直播间推荐信息作为直播间的当前话题；
第一话题显示模块，用于控制在直播间页面显示所述当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，所述直播间话题推荐请求为问答类型话题推荐请求，所述直播间话题为直播间主播与观众互动的话题。
根据本公开的一个或多个实施例，本公开提供了一种直播间话题推荐装置，包括：
第一接收模块，用于接收直播间话题推荐操作；
显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；
话题确定模块，用于确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，所述直播间话题推荐装置，具体用于：
接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作；
确定所述触发操作对应的目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，所述直播间话题推荐装置块，具体用于：
响应于针对预设的随机选择控件的触发操作，根据预设的随机算法在至少一个直播间话题推荐信息中确定目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，还包括，
第一请求获取模块，用于接收直播间话题推荐更新操作；
第二话题显示模块，用于显示满足预设热度条件的更新后的至少一个直播间话题推荐信息；
话题确定模块，用于接收针对更新后的至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，将所述目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供的直播间话题推荐装置中，还包括：
第二请求获取模块，用于接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，在话题编辑区显示所述目标直播间话题推荐信息；
推荐信息获取模块，用于响应于针对话题编辑区显示所述目标直播间话题推荐信息的编辑操作，获取调整后的所述目标直播间话题推荐信息。
根据本公开的一个或多个实施例，本公开提供了一种直播间话题推荐装置，包括：
第一接收模块，用于接收直播间话题推荐操作；
显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；
发送模块，用于发送与所述选择操作对应的一个或多个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
根据本公开的一个或多个实施例，本公开提供了一种电子设备，包括：
处理器；
用于存储所述处理器可执行指令的存储器；
所述处理器，用于从所述存储器中读取所述可执行指令，并执行所述指令以实现如本公开提供的任一所述的直播间话题推荐方法。
根据本公开的一个或多个实施例，本公开提供了一种计算机可读存储介质，所述存储介质存储有计算机程序，所述计算机程序用于执行如本公开提供的任一所述的直播间话题推荐方法。
根据本公开的一个或多个实施例，本公开提供了一种计算机程序产品，当所述计算机程序产品中的指令由处理器执行时，实现如本公开提供的任一所述的直播间话题推荐方法。
根据本公开的一个或多个实施例，本公开提供了一种计算机程序，包括：指令，所述指令当由处理器执行时使所述处理器执行本公开提供的任一所述的直播间话题推荐方法。
本公开实施例提供的技术方案与相关技术相比具有如下优点：本公开实施例提供的推荐信息的处理方案，获取直播间话题推荐请求，进而，根据直播间话题推荐请求，确定满足预设热度条件的至少一个热度较高的直播间话题推荐信息。由此，为直播推荐热门的话题，为提高直播视频的活跃度和质量提供了技术支撑。
以上描述仅为本公开的较佳实施例以及对所运用技术原理的说明。本领域技术人员应当理解，本公开中所涉及的公开范围，并不限于上述技术特征的特定组合而成的技术方案，同时也应涵盖在不脱离上述公开构思的情况下，由上述技术特征或其等同特征进行任意组合而形成的其它技术方案。例如上述特征与本公开中公开的(但不限于)具有类似功能的技术特征进行互相替换而形成的技术方案。
此外，虽然采用特定次序描绘了各操作，但是这不应当理解为要求这些操作以所示出的特定次序或以顺序次序执行来执行。在一定环境下，多任务和并行处理可能是有利的。同样地，虽然在上面论述中包含了若干具体实现细节，但是这些不应当被解释为对本公开的范围的限制。在单独的实施例的上下文中描述的某些特征还可以组合地实现在单个实施例中。相反地，在单个实施例的上下文中描述的各种特征也可以单独地或以任何合适的子组合的方式实现在多个实施例中。
尽管已经采用特定于结构特征和/或方法逻辑动作的语言描述了本主题，但是应当理解所附权利要求书中所限定的主题未必局限于上面描述的特定特征或动作。相反，上面所描述的特定特征和动作仅仅是实现权利要求书的示例形式。

Claims (22)

  1. 一种直播间话题推荐方法，包括：
    获取直播间话题推荐请求；和
    根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
  2. 如权利要求1所述的直播间话题推荐方法，其中：
    所述获取直播间话题推荐请求，包括：
    获取观众端对应的直播间话题推荐请求；以及
    所述根据所述直播间话题推荐请求，确定满足预设热度条件的直播间话题推荐信息，包括：
    根据所述观众端对应的直播间话题推荐请求，确定满足预设热度条件的与观众端对应的至少一个直播间话题推荐信息，以在所述观众端显示所述至少一个直播间话题推荐信息。
  3. 如权利要求1所述的直播间话题推荐方法，其中：
    所述获取直播间话题推荐请求，包括：
    获取主播端对应的直播间话题推荐请求；以及
    所述根据所述直播间话题推荐请求，确定满足预设热度条件的直播间话题推荐信息，包括：
    根据所述主播端对应的直播间话题推荐请求，确定满足预设热度条件的主播端对应的至少一个直播间话题推荐信息，以在主播端显示所述至少一个直播间话题推荐信息。
  4. 如权利要求1-3任一项所述的直播间话题推荐方法，还包括：
    获取针对所述至少一个直播间话题推荐信息中的目标直播间推荐信息的选择请求，将所述目标直播间推荐信息作为直播间的当前话题；
    控制显示所述当前话题。
  5. 如权利要求1-4任一项所述的直播间话题推荐方法，其中，所述直播间话题推荐请求为问答类型话题推荐请求，直播间话题为直播间主播与观众互动的话题。
  6. 如权利要求1-5任一项所述的直播间话题推荐方法，由服务器执行。
  7. 一种直播间话题推荐方法，包括：
    接收直播间话题推荐操作；
    响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
    接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。
  8. 如权利要求7所述的直播间话题推荐方法，其中，所述接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，包括：
    接收针对至少一个直播间话题推荐信息的触发操作；
    确定所述触发操作对应的目标直播间话题推荐信息。
  9. 如权利要求7-8任一项所述的直播间话题推荐方法，其中，所述接收对所述至少一个直播间话题推荐信息的选择操作，并确定与所述选择操作对应的目标直播间话题推荐信息，包括：
    响应于针对预设的随机选择控件的触发操作，根据预设的随机算法在至少一个直播间话题推荐信息中确定目标直播间话题推荐信息。
  10. 如权利要求7-9任一项所述的直播间话题推荐方法，其中，在显示满足预设热度条件的至少一个直播间话题推荐信息之后，还包括，
    若接收到直播间话题推荐更新操作，则显示满足预设热度条件的更新后的至少一个直播间话题推荐信息；
    接收针对更新后的至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，将所述目标直播间话题推荐信息作为直播间的当前话题。
  11. 如权利要求7-10任一所述的直播间话题推荐方法，还包括：
    接收针对至少一个直播间话题推荐信息中的目标直播间话题推荐信息的触发操作，在话题编辑区显示所述目标直播间话题推荐信息；
    响应于针对话题编辑区显示的所述目标直播间话题推荐信息的编辑操作，获取调整后的所述目标直播间话题推荐信息。
  12. 如权利要求7-10任一项所述的直播间话题推荐方法，由客户端执行。
  13. 一种直播间话题推荐方法，包括：
    接收直播间话题推荐操作；
    响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
    接收对所述至少一个直播间话题推荐信息中任意一个或多个直播间话题推荐信息的选择操作，并发送与所述选择操作对应的所述一个或多个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
  14. 根据权利要求13所述的直播间话题推荐方法，还包括：
    接收与所述选择操作对应的所述一个或多个直播间话题推荐信息的触发操作，在话题编辑区显示所述一个或多个直播间话题推荐信息；响应于针对话题编辑区显示的所述一个或多个直播间话题推荐信息的编辑操作，获取调整后的与所述选择操作对应的一个或多个直播间话题推荐信息；
    所述发送与所述选择操作对应的所述一个或多个直播间话题推荐信息，包括：发送所述调整后的与所述选择操作对应的一个或多个直播间话题推荐信息。
  15. 根据权利要求13所述的直播间话题推荐方法，还包括：
    显示所述至少一个直播间话题推荐信息的互动控件和互动信息；
    响应于针对所述至少一个直播间话题推荐信息的互动控件的触发操作，更新所述至少一个直播间话题推荐信息的互动信息；
    将所述至少一个直播间话题推荐信息的互动信息发送至直播服务器，以使直播服务器生成待推送至主播端的至少一个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
  16. 一种直播间话题推荐装置，包括：
    获取模块，用于获取直播间话题推荐请求；
    确定模块，用于根据所述直播间话题推荐请求，确定满足预设热度条件的至少一个直播间话题推荐信息。
  17. 一种直播间话题推荐装置，包括：
    第一接收模块，用于接收直播间话题推荐操作；
    显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的 至少一个直播间话题推荐信息；
    第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；
    话题确定模块，用于确定与所述选择操作对应的目标直播间话题推荐信息，将所述目标直播间话题推荐信息作为直播间的当前话题。
  18. 一种直播间话题推荐装置，包括：
    第一接收模块，用于接收直播间话题推荐操作；
    显示模块，用于响应于所述直播间话题推荐操作，显示满足预设热度条件的至少一个直播间话题推荐信息；
    第二接收模块，用于接收对所述至少一个直播间话题推荐信息的选择操作；
    发送模块，用于发送与所述选择操作对应的一个或多个直播间话题推荐信息，供主播端选择目标直播间话题推荐信息作为直播间的当前话题。
  19. 一种电子设备，包括：
    处理器；
    用于存储所述处理器可执行指令的存储器；
    所述处理器，用于从所述存储器中读取所述可执行指令，并执行所述可执行指令以实现上述权利要求1-15中任一所述的直播间话题推荐方法。
  20. 一种计算机可读存储介质，所述计算机可读存储介质存储有计算机程序，所述计算机程序用于执行上述权利要求1-15中任一所述的直播间话题推荐方法。
  21. 一种计算机程序产品，当所述计算机程序产品中的指令由处理器执行时，实现如权利要求1-15中任一所述的直播间话题推荐方法。
  22. 一种计算机程序，包括：指令，所述指令当由处理器执行时使所述处理器执行根据权利要求1至15任一项所述的直播间话题推荐方法。
PCT/CN2023/073565 2022-01-28 2023-01-28 直播间话题推荐方法、装置、设备及介质 WO2023143518A1 (zh)

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