WO2023103804A1 - 一种推荐方法、装置、设备以及存储介质 - Google Patents

一种推荐方法、装置、设备以及存储介质 Download PDF

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Publication number
WO2023103804A1
WO2023103804A1 PCT/CN2022/134152 CN2022134152W WO2023103804A1 WO 2023103804 A1 WO2023103804 A1 WO 2023103804A1 CN 2022134152 W CN2022134152 W CN 2022134152W WO 2023103804 A1 WO2023103804 A1 WO 2023103804A1
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Prior art keywords
target
video
feedback
feedback interface
interface
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PCT/CN2022/134152
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English (en)
French (fr)
Inventor
倪嘉宝
李以杰
陈惠发
杨灿
方梦莹
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北京字跳网络技术有限公司
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Publication of WO2023103804A1 publication Critical patent/WO2023103804A1/zh
Priority to US18/737,765 priority Critical patent/US20240323490A1/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/73—Querying
    • G06F16/738—Presentation of query results
    • G06F16/739—Presentation of query results in form of a video summary, e.g. the video summary being a video sequence, a composite still image or having synthesized frames
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • H04N21/251—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/73—Querying
    • G06F16/735—Filtering based on additional data, e.g. user or group profiles
    • 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
    • H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
    • H04N21/44204—Monitoring of content usage, e.g. the number of times a movie has been viewed, copied or the amount which has been watched
    • 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
    • H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
    • H04N21/44213—Monitoring of end-user related data
    • H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
    • H—ELECTRICITY
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    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/472—End-user interface for requesting content, additional data or services; End-user interface for interacting with content, e.g. for content reservation or setting reminders, for requesting event notification, for manipulating displayed content
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
    • H04N21/4756—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data for rating content, e.g. scoring a recommended movie
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
    • H04N21/4758—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data for providing answers, e.g. voting
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/482—End-user interface for program selection
    • H04N21/4826—End-user interface for program selection using recommendation lists, e.g. of programs or channels sorted out according to their score

Definitions

  • the present disclosure relates to the field of data processing, and in particular to a recommendation method, device, equipment and storage medium.
  • the present disclosure provides a recommendation method, the method comprising: displaying a target feedback interface in response to an operation on target media content satisfying a preset condition; wherein video recommendation feedback information is displayed on the target feedback interface ; receiving feedback input for the video recommendation feedback information displayed on the target feedback interface; sending the feedback input to a server to determine a video to be recommended corresponding to the feedback input.
  • displaying the target feedback interface includes: displaying the target feedback interface in response to a switching operation on the target media content; or, in response to a playback operation on the target media content , determining the playing duration of the media content, and displaying a target feedback interface when the playing duration satisfies a preset first duration.
  • the target media content includes a video preview stream or a live video stream
  • displaying a target feedback interface in response to a switching operation on the target media content includes: responding to the video preview stream or the live video stream Stream switching operation, display target feedback interface.
  • displaying a target feedback interface includes: in response to a switching operation on the video preview stream or the live video stream, displaying A target feedback interface; or, displaying a target feedback interface in response to a switching operation from the live video stream to the video preview stream.
  • displaying a target feedback interface in response to a switch operation from the live video stream to the video preview stream includes: responding to a switch operation from the live video stream to the video preview stream determining video recommendation feedback information based on the live broadcast type to which the live video corresponding to the switching operation belongs; wherein the live video belongs to the live video stream; and displaying a target feedback interface displaying the video recommendation feedback information.
  • the displaying a target feedback interface in response to the up and down slide switch operation for the video preview stream or the live video stream includes: responding to the up and down slide switch operation for the live video stream, based on the Swipe up and down to switch the live broadcast type corresponding to the live video before switching, and determine the video recommendation feedback information; display the target feedback interface with the video recommendation feedback information.
  • the target feedback interface before displaying the target feedback interface, it also includes: in response to the operation on the target media content meeting the preset condition, determining the latest target feedback interface display time; if it is determined that the latest target feedback interface display time is the same as If the time difference between the current times is greater than the preset second duration, then the step of displaying the target feedback interface is executed.
  • a video cover logo and a corresponding feedback input logo are displayed on the target feedback interface, and the feedback input logo is used to receive feedback input from the target object.
  • a feedback interface switch logo a plurality of video cover logos and corresponding feedback input logos are displayed on the target feedback interface, and the feedback input logo is used to receive feedback input from the target object.
  • the method further includes: displaying the switched feedback interface when a trigger operation acting on the switching symbol of the feedback interface or a sliding operation acting on the target feedback interface is received.
  • the present disclosure provides a recommendation device, which includes: a first display module, configured to display a target feedback interface in response to an operation on target media content satisfying a preset condition; wherein, the target feedback interface
  • the video recommendation feedback information is displayed on the display;
  • the first receiving module is used to receive the feedback input for the video recommendation feedback information displayed on the target feedback interface;
  • the sending module is used to send the feedback input to the server, to determine the video to be recommended corresponding to the feedback input.
  • the present disclosure provides a computer-readable storage medium, where instructions are stored in the computer-readable storage medium, and when the instructions are run on a terminal device, the terminal device is made to implement the method of the present disclosure.
  • the present disclosure provides a device, including: a memory, a processor, and a computer program stored on the memory and operable on the processor, when the processor executes the computer program, Implement the method of the present disclosure.
  • the present disclosure provides a computer program product, where the computer program product includes a computer program/instruction, and when the computer program/instruction is executed by a processor, the above method is implemented.
  • the present disclosure provides a computer program, including computer instructions, and when the computer instructions are executed by a processor, the method of the present disclosure is implemented.
  • FIG. 1 is a flowchart of a recommendation method provided by an embodiment of the present disclosure
  • FIG. 2 is a schematic diagram of a target feedback interface provided by an embodiment of the present disclosure
  • FIG. 3 is a schematic diagram of another target feedback interface provided by an embodiment of the present disclosure.
  • FIG. 4 is a schematic diagram of another target feedback interface provided by an embodiment of the present disclosure.
  • FIG. 5 is a schematic structural diagram of a recommendation device provided by an embodiment of the present disclosure.
  • Fig. 6 is a schematic structural diagram of a recommendation device provided by an embodiment of the present disclosure.
  • an embodiment of the present disclosure provides a recommendation method.
  • the target feedback interface is displayed, and then the target feedback interface is received.
  • feedback input and send the feedback input to the server for determining the video to be recommended corresponding to the feedback input. It can be seen that the embodiments of the present disclosure can recommend videos that are more in line with their interests for users, thereby improving the user's video playback experience.
  • an embodiment of the present disclosure provides a recommendation method.
  • FIG. 1 it is a flowchart of a recommendation method provided by an embodiment of the present disclosure. The method includes the following steps.
  • S101 Display a target feedback interface in response to an operation on the target media content satisfying a preset condition; wherein video recommendation feedback information is displayed on the target feedback interface.
  • the target feedback interface is displayed in response to the operation on the target media content satisfying the preset condition, which may be in response to the target object's operation on the target media content satisfying the preset condition, and the target feedback interface is displayed.
  • the target object of the present disclosure may be a user.
  • the video recommendation feedback information is used to determine the type of media content that the target object is interested in.
  • the target feedback interface displays at least one media content type identifier and a feedback input identifier corresponding to the at least one media content type identifier
  • the feedback input identifier indicates that the target object is Interest tendency of a type of media content, for example, interested, or not interested, or neutral
  • the feedback input identification is, for example, an interested input control, an uninterested input control or a neutral control.
  • the recommendation method provided by the embodiments of the present disclosure is applied to a client, and the client may be client software deployed on a device terminal, and the device terminal may include a smart phone, a computer, a smart watch, and the like.
  • the preset condition is used to define the timing of triggering the display of the target feedback interface.
  • the timing of triggering the display of the target feedback interface can be selected as a timing that has little impact on the media content browsing experience of the current target object, or a timing when the current target object has a strong desire for information feedback. If you are interested in a live broadcast room, it means that the current target object has a strong willingness to express disinterest in the live broadcast room or the type of live broadcast to which the live broadcast room belongs, so the target feedback interface can be displayed at this time.
  • a target feedback interface is displayed.
  • the operation on the target media content satisfying the preset condition may include a switching operation on the target media content. Specifically, when a switching operation for the target media content is received, a target feedback interface is displayed.
  • the target media content may include a video preview stream or a live preview stream.
  • a target feedback interface is displayed.
  • a target feedback interface is displayed.
  • the up and down sliding switching operation for any preview video in the video preview stream triggers the display of the target feedback interface.
  • a target feedback interface is displayed. Specifically, when the live video stream is in the live video stream, if a switching operation from the live video stream to the video preview stream is triggered by closing any live video in the live video stream, then on the interface of the target preview video corresponding to the switching operation Display the goal feedback interface.
  • the operation on the target media content satisfies a preset condition, and may include a play operation on the target media content triggered when the playing time of the media content is not less than a preset first time length. Specifically, after receiving a playback operation for the target media content, determine the playback duration of the media content, and display the target feedback interface when the playback duration satisfies the preset first duration.
  • the embodiment of the present disclosure can display target feedback when determining a page operation that reflects that the current target object is not interested in a certain live room
  • the interface is used to obtain the feedback input of the target object, and is used to update the video recommendation strategy for the current target object, etc.
  • the video recommendation feedback information can be displayed to the target object, and the video recommendation can be displayed when the target object is in the early stage of watching the broadcast. Compared with the scene of feedback information, it can reduce the impact on the viewing experience of the target audience. For this reason, in the embodiment of the present disclosure, when receiving a playback operation for the target media content, determine the playback duration of the media content, and then display the target feedback interface when it is determined that the playback duration satisfies the preset first duration.
  • the page operation that the target object cuts out from a live broadcast room may indicate that the target object is not interested in the live broadcast room.
  • the goal object displays the goal feedback interface.
  • the target feedback interface can be displayed at this time to meet the needs of the target object to actively feed back and input the type of video they are interested in, so as to update the video recommendation strategy and improve the user experience.
  • the target feedback interface is used to display video recommendation feedback information, wherein the video recommendation feedback information may be questions in the form of text, questions in the form of pictures, and the like.
  • S102 Receive feedback input for the video recommendation feedback information displayed on the target feedback interface.
  • the target object may determine the feedback input according to the video recommendation feedback information displayed on the target feedback interface.
  • multiple options corresponding to video recommendation feedback information may be displayed on the target feedback interface, and the target object may click on any option to complete feedback input.
  • an input box corresponding to video recommendation feedback information may be displayed on the target feedback interface, and the target object may complete feedback input by inputting text in the input box.
  • S103 Send the feedback input to a server to determine a video to be recommended corresponding to the feedback input.
  • the feedback input is sent to the server, and the server determines the corresponding video to be recommended based on the feedback input.
  • the server after receiving the feedback input for the video recommendation feedback information on the target feedback interface, establish the corresponding relationship between the video recommendation feedback information, the feedback input and the feedback user, and send the corresponding relationship to the service end, so that the server can adjust the video recommendation strategy for the feedback user based on the corresponding relationship, so as to recommend videos more in line with the feedback user's interests based on the adjusted video recommendation strategy.
  • the embodiment of the present disclosure when it is determined that the operation on the target media content satisfies the preset condition, display the target feedback interface, then receive the feedback input acting on the target feedback interface, and send the feedback input to the server , for determining the video to be recommended corresponding to the feedback input. It can be seen that the embodiment of the present disclosure can obtain the feedback input of the target object for the video recommendation feedback information, and use it to recommend videos more in line with the target object's interests, thereby improving the user's video playback experience.
  • the client pre-obtains a video recommendation feedback information set, wherein the video recommendation feedback information set includes a plurality of video recommendation feedback information.
  • the server can pre-set a set of video recommendation feedback information based on the feedback requirements, and then send it to the client, and the client stores and applies it locally.
  • the client when the client determines that the operation on the target media content satisfies the preset condition, based on the operation on the target media content, it can determine at least one feedback information set for the current target object from the pre-acquired video recommendation feedback information set. Questions for display on the target feedback interface.
  • video recommendation feedback information may be determined based on the live broadcast type to which the live video corresponds to the switch operation. For example, when it is determined that the current target object enters the first live broadcast room from the video preview stream, when switching back to the video preview stream by closing the second live broadcast room, the video recommendation feedback can be determined based on the live broadcast type to which the second live broadcast room belongs information. Wherein, the first live broadcast room and the second live broadcast room may be the same or different live broadcast rooms.
  • the page operation that the target object enters any live room from the video preview stream, and then returns to the preview stream from a certain live room can reflect that the target object has a presence in the last live room browsed before returning to the video preview stream.
  • Negative point-of-interest information means that you are not interested in the live broadcast room.
  • the embodiment of the present disclosure can display the target feedback interface when detecting a page operation that reflects that the current target object is not interested in a certain live broadcast room. Feedback input, used to update the video recommendation strategy for the current target object, etc.
  • the switching operation of switching from a live video stream to a video preview stream is obtained from the pre-acquired video recommendation feedback information set
  • the corresponding question template and then, based on the live broadcast type of the live video corresponding to the switching operation, fill the question template to obtain the video recommendation feedback information, and then display the target feedback interface with the video recommendation feedback information.
  • the question template can include "How do you feel about [] on **APP recently?" Among them, [] can be filled based on the live broadcast type of the live video corresponding to the switching operation, and the feedback to be displayed for the current target object can be obtained question.
  • the video recommendation feedback information obtained can be "How do you feel about the [Game Live Streaming] on **APP recently?", or "Recently you How do you feel about the [Shopping Live Broadcast] on **APP?" and so on.
  • the video recommendation feedback information can be displayed to the target object. It can reduce the impact on the viewing experience of the target audience.
  • the video recommendation feedback information corresponding to the playback operation of the target media content triggered after the playback duration of the media content meets the preset first duration may include "how do you feel about the [game live broadcast] on **APP recently?" , "How do you feel about the [Shopping Live Broadcast] on **APP recently?” and other video recommendation feedback information for random live room types, can also include "Do you want to adjust the number of **APP live broadcasts?”, " Are you satisfied with the live broadcast you just watched?” and other video recommendation feedback information.
  • the video recommendation feedback information when receiving the up and down sliding switch operation for the live video stream, based on the live broadcast type of the pre-switched live video corresponding to the up and down sliding switch operation, determine the video recommendation feedback information, and then display the video recommendation feedback The target feedback interface of the information is displayed.
  • the page operation that the target object cuts out from a live broadcast room may indicate that the target object is not interested in the live broadcast room.
  • it is possible to display the feedback for the target object at this time. question. Specifically, from the pre-acquired video recommendation feedback information set, determine the video recommendation feedback information corresponding to the live broadcast type to which the live video corresponding to the up and down sliding switching operation of the live video stream belongs.
  • the video recommendation feedback information determined by the live broadcast type corresponding to the live video stream corresponding to the up and down sliding switching operation of the live video stream may include “how do you feel about the [game live broadcast] on **APP recently?", “recently, how do you feel about * * How do you feel about [Shopping Live Streaming] on the APP?” and other video recommendation feedback information for the type of live broadcast room.
  • it can also include randomly determined "Are you satisfied with the live broadcast you just watched?" Is the anchor's introduction to the product [professional]?” and other video recommendation feedback information.
  • FIG. 2 it is a schematic diagram of a target feedback interface provided by an embodiment of the present disclosure, wherein the questions to be fed back displayed on the target feedback interface include: Your recent feedback on **APP How do you feel about the [Game Live Streaming]?
  • the video recommendation feedback information includes at least three options, that is, A. hope to reduce this kind of live broadcast; B. hope to keep the number of this kind of live broadcast unchanged; c. hope to increase this kind of live broadcast. Feedback input for video recommendation feedback information.
  • the video cover logo and the corresponding feedback input logo can be displayed on the target feedback interface.
  • the video cover logo can include a video cover image, and each video cover image is used to represent its corresponding video type, for example , the cover image of the game video may indicate the type of the game video, the cover image of the shopping video may indicate the type of the shopping video, and so on.
  • the video cover image may be from the last video, and the feedback input identifier may include options for video recommendation feedback information.
  • the target feedback interface contains three feedback input identifiers. A feedback input that can receive a target object is identified based on the feedback input.
  • the current target object enters any live room from the video preview stream, and then returns to the video preview stream by closing the same or another live room, and then returns to the first page of the preview stream Display the feedback questions on the website, so as to obtain the real feedback of the current target audience on the recommended content of the video.
  • FIG. 3 it is a schematic diagram of another target feedback interface provided by the embodiment of the present disclosure, wherein the target feedback interface displays picture-type questions, and the target feedback interface displays Multiple video cover identifiers and corresponding feedback input identifiers.
  • the video cover identifiers can include video cover images, and different video cover images can represent different video types.
  • the target object clicks the feedback input identifier corresponding to any video cover identifier to realize the The feedback input of the video type corresponding to the video cover identification.
  • a feedback interface switching indicator such as a "change" control, may also be displayed, which is used to trigger the switching display of video recommendation feedback information.
  • the target object may be allowed to switch the video recommendation feedback information and close the target feedback interface.
  • the current target object can quickly switch the video recommendation feedback information displayed on the target feedback interface by clicking the "Change" control shown in Figure 3 multiple times in a row, so as to quickly locate the target that meets the current target.
  • Video recommendation feedback information for the real video type needs of the target.
  • the switched feedback interface is displayed.
  • FIG. 4 it is a schematic diagram of another target feedback interface provided by the embodiment of the present disclosure, wherein the feedback questions displayed on the target feedback interface include: Are you satisfied with the current live broadcast? ?
  • the video recommendation feedback information includes two options, namely satisfied and dissatisfied.
  • the target object realizes the feedback input of the video recommendation feedback information by clicking any option.
  • the client when the client receives the feedback input of the current target object for the video recommendation feedback information, it establishes a corresponding relationship between the video recommendation feedback information, the feedback input, and the current target object, and the corresponding relationship is used to represent the problem, Correspondence between answers and respondents.
  • the server can update the video recommendation strategy for the current target object based on the corresponding relationship, so that the follow-up is the current target object.
  • the video recommended by the target object can better meet the interest points of the target object and improve the video playback experience of the target object.
  • live room identifier corresponding to the live video such as the room number of the live room
  • video recommendation feedback information such as the feedback input
  • feedback input such as the current target object
  • current target object such as the room number of the live room
  • a corresponding relationship which can represent the corresponding relationship between the question, the answer, the respondent, and the involved live broadcast room.
  • the client can send the corresponding relationship between the live room identifier, video recommendation feedback information, feedback input and the current target object to the live room processing platform, so that the live room processing platform can target the live room ID based on the corresponding relationship.
  • the corresponding live room will be processed.
  • the embodiments of the present disclosure can determine the video playback interest information of the target object at an appropriate time, and use it to update the video recommendation strategy of the target object, so as to recommend videos that meet the target object's interest and improve the video playback experience of the target object.
  • the video recommendation feedback information is frequently displayed to the current target object, it may lead to poor user experience. Therefore, in the embodiment of the present disclosure, when determining that the operation on the target media content satisfies the preset condition, it first determines whether the current target media content satisfies the preset condition. Display frequency control, that is, whether the time difference between two displays of video recommendation feedback information is greater than the preset second duration, so as to ensure that the video recommendation feedback information will not be displayed to the current target object too frequently, thereby improving the video playback experience of the target object.
  • the embodiment of the present disclosure also provides a recommendation device.
  • FIG. 5 it is a schematic structural diagram of a recommendation device provided by the embodiment of the present disclosure.
  • the device includes: a first display module 501, configured to display a target feedback interface in response to an operation on the target media content satisfying a preset condition; wherein, video recommendation feedback information is displayed on the target feedback interface; the first receiving module 502 is configured to receive the The feedback input of the video recommendation feedback information displayed on the feedback interface; the sending module 503, configured to send the feedback input to the server, so as to determine the video to be recommended corresponding to the feedback input.
  • the first display module includes: a first display submodule, configured to display a target feedback interface in response to a switching operation on the target media content; or, a second display submodule configured to In response to the playback operation on the target media content, the playback duration of the media content is determined, and when the playback duration satisfies a preset first duration, a target feedback interface is displayed.
  • the target media content includes a video preview stream or a live video stream
  • the first display submodule is specifically configured to: respond to the video preview stream or the live video stream Toggles the operation to display the target feedback interface.
  • the first display submodule includes: a third display submodule, configured to display target feedback in response to an up and down sliding switching operation on the video preview stream or the live video stream an interface; or, a fourth display submodule, configured to display a target feedback interface in response to a switch operation from the live video stream to the video preview stream.
  • the fourth display submodule includes: a first determination submodule, configured to respond to a switching operation from the live video stream to the video preview stream, based on the switching Operate the live broadcast type to which the corresponding live video belongs to determine the video recommendation feedback information; wherein, the live video belongs to the live video stream; the fifth display submodule is used to display the target feedback interface with the video recommendation feedback information to display.
  • the third display submodule includes: a second determination submodule, configured to respond to the up and down slide switch operation for the live video stream, and based on the up and down slide switch operation corresponding The live broadcast type of the live video before switching is used to determine the video recommendation feedback information; the sixth display sub-module is used to display the target feedback interface displaying the video recommendation feedback information.
  • the device further includes: a first determination module, configured to determine the latest display time of the target feedback interface in response to an operation on the target media content satisfying a preset condition; a trigger module, configured to When it is determined that the time difference between the latest display time of the target feedback interface and the current time is greater than a preset second duration, the execution of the first display module is triggered.
  • a first determination module configured to determine the latest display time of the target feedback interface in response to an operation on the target media content satisfying a preset condition
  • a trigger module configured to When it is determined that the time difference between the latest display time of the target feedback interface and the current time is greater than a preset second duration, the execution of the first display module is triggered.
  • a video cover logo and a corresponding feedback input logo are displayed on the target feedback interface, and the feedback input logo is used to receive feedback input from the target object.
  • the target feedback interface displays a feedback interface switching logo, a plurality of video cover logos and corresponding feedback input logos, and the feedback input logo is used to receive feedback input from the target object.
  • the device further includes: a second display module, configured to display a Feedback interface after switching.
  • the recommendation device provided by the embodiment of the present disclosure can obtain the feedback input of the target object for video recommendation feedback information, and is used to update the video recommendation strategy of the target object, thereby recommending videos that meet the target object’s interest and improving the video playback of the target object experience.
  • an embodiment of the present disclosure also provides a computer-readable storage medium, where instructions are stored in the computer-readable storage medium, and when the instructions are run on a terminal device, the terminal device realizes this The recommended method described in the disclosed examples.
  • the embodiment of the present disclosure also provides a computer program product, the computer program product includes a computer program/instruction, and when the computer program/instruction is executed by a processor, the recommended method described in the embodiment of the present disclosure is implemented.
  • an embodiment of the present disclosure also provides a recommendation device, as shown in FIG. 6 , which may include a processor 601 , a memory 602 , an input device 603 , and an output device 504 .
  • the number of processors 601 in the recommended device may be one or more, and one processor is taken as an example in FIG. 6 .
  • the processor 601 , the memory 602 , the input device 603 and the output device 604 may be connected through a bus or in other ways, wherein connection through a bus is taken as an example in FIG. 6 .
  • the memory 602 can be used to store software programs and modules, and the processor 601 recommends various functional applications and data processing of the device by running the software programs and modules stored in the memory 602 .
  • the memory 602 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required by at least one function, and the like.
  • the memory 602 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage devices.
  • the input device 603 can be used to receive input numbers or character information, and generate signal input related to user settings and function control of the recommended device.
  • the processor 601 will load the executable files corresponding to the processes of one or more application programs into the memory 602 according to the following instructions, and the processor 601 will run the executable files stored in the memory 602. Apps to implement the various functions of the recommended devices above.

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Abstract

本公开提供了一种推荐方法、装置、设备以及存储介质，所述方法包括：在确定针对目标媒体内容的操作满足预设条件时，显示目标反馈界面，然后接收作用于该目标反馈界面的反馈输入，并将该反馈输入发送至服务端，用于确定与该反馈输入对应的待推荐视频。

Description

一种推荐方法、装置、设备以及存储介质
相关申请的交叉引用
本申请要求于2021年12月7日递交、申请号为202111484967.8、名称为“一种推荐方法、装置、设备以及存储介质”的中国专利申请的优先权，其全部内容通过引用并入本文。
技术领域
本公开涉及数据处理领域，尤其涉及一种推荐方法、装置、设备以及存储介质。
背景技术
现有视频推荐方案主要依赖推荐系统基于目标对象针对视频点赞、收藏、评论等进行视频推荐。
发明内容
第一方面，本公开提供了一种推荐方法，所述方法包括：响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息；接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入；将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
可选的，响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面，包括：响应于针对目标媒体内容的切换操作，显示目标反馈界面；或者，响应于针对目标媒体内容的播放操作，确定媒体内容的播放时长，在所述播放时长满足预设第一时长的情况下，显示目标反馈界面。
可选的，所述目标媒体内容包括视频预览流或者直播视频流，所述响应于针对目标媒体内容的切换操作，显示目标反馈界面，包括：响应于针对所述视频预览流或者所述直播视频流的切换操作，显示目标反馈界面。
可选的，响应于针对所述视频预览流或者所述直播视频流的切换操作，显示目标反馈界面，包括：响应于针对所述视频预览流或者所述直播视频流的上下滑动切换操作，显示目标反馈界面；或者，响应于由所述直播视频流切换至所述视频预览流的切换操作，显示目标反馈界面。
可选的，所述响应于由所述直播视频流切换至所述视频预览流的切换操作，显示目标 反馈界面，包括：响应于由所述直播视频流切换至所述视频预览流的切换操作，基于所述切换操作对应的直播视频所属的直播类型，确定视频推荐反馈信息；其中，所述直播视频属于所述直播视频流；将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
可选的，所述响应于针对所述视频预览流或者所述直播视频流的上下滑动切换操作，显示目标反馈界面，包括：响应于针对所述直播视频流的上下滑动切换操作，基于所述上下滑动切换操作对应的切换前直播视频所属的直播类型，确定视频推荐反馈信息；将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
可选的，所述显示目标反馈界面之前，还包括：响应于针对目标媒体内容的操作满足预设条件，确定最近一次的目标反馈界面展示时间；如果确定所述最近一次目标反馈界面展示时间与当前时间之间的时间差大于预设第二时长，则执行所述显示目标反馈界面的步骤。
可选的，所述目标反馈界面上显示有视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收目标对象的反馈输入。
可选的，所述目标反馈界面上显示有反馈界面切换标识、多个视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收目标对象的反馈输入。
可选的，所述显示目标反馈界面之后，还包括：在接收到作用于所述反馈界面切换标识的触发操作或者作用于所述目标反馈界面的滑动操作时，显示切换后的反馈界面。
第二方面，本公开提供了一种推荐装置，所述装置包括：第一显示模块，用于响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息；第一接收模块，用于接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入；发送模块，用于将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
第三方面，本公开提供了一种计算机可读存储介质，所述计算机可读存储介质中存储有指令，当所述指令在终端设备上运行时，使得所述终端设备实现本公开的方法。
第四方面，本公开提供了一种设备，包括：存储器，处理器，及存储在所述存储器上并可在所述处理器上运行的计算机程序，所述处理器执行所述计算机程序时，实现本公开的方法。
第五方面，本公开提供了一种计算机程序产品，所述计算机程序产品包括计算机程序/指令，所述计算机程序/指令被处理器执行时实现上述的方法。
第六方面，本公开提供了一种计算机程序，包括计算机指令，所述计算机指令被处理器执行时实现本公开的方法。
附图说明
此处的附图被并入说明书中并构成本说明书的一部分，示出了符合本公开的实施例，并与说明书一起用于解释本公开的原理。
为了更清楚地说明本公开实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，对于本领域普通技术人员而言，在不付出创造性劳动性的前提下，还可以根据这些附图获得其他的附图。
图1为本公开实施例提供的一种推荐方法流程图；
图2为本公开实施例提供的一种目标反馈界面的示意图；
图3为本公开实施例提供的另一种目标反馈界面的示意图；
图4为本公开实施例提供的另一种目标反馈界面的示意图；
图5为本公开实施例提供的一种推荐装置的结构示意图；
图6为本公开实施例提供的一种推荐设备的结构示意图。
具体实施方式
为了能够更清楚地理解本公开的上述目的、特征和优点，下面将对本公开的方案进行进一步描述。需要说明的是，在不冲突的情况下，本公开的实施例及实施例中的特征可以相互组合。
在下面的描述中阐述了很多具体细节以便于充分理解本公开，但本公开还可以采用其他不同于在此描述的方式来实施；显然，说明书中的实施例只是本公开的一部分实施例，而不是全部的实施例。
在针对视频的点赞、收藏、评论等较少的情况下，则可能导致推荐内容不符合用户预期，影响用户的视频播放体验。因此，如何推荐更符合用户预期的视频内容，从而提升用户体验，是目前亟需解决的技术问题。
为了能够提升为用户推荐视频的精准度，本公开实施例提供了一种推荐方法，在确定针对目标媒体内容的操作满足预设条件时，显示目标反馈界面，然后接收作用于该目标反馈界面的反馈输入，并将该反馈输入发送至服务端，用于确定与该反馈输入对应的待推荐视频。可见，本公开实施例能够为用户推荐更符合其兴趣的视频，从而提升用户的视频播 放体验。
基于此，本公开实施例提供了一种推荐方法，参考图1，为本公开实施例提供的一种推荐方法流程图，该方法包括以下步骤。
S101：响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息。
本公开实施例中，响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面，可以是响应于目标对象针对目标媒体内容的操作满足预设条件，显示目标反馈界面。本公开目标对象可以是用户。所述视频推荐反馈信息用于确定目标对象感兴趣的媒体内容类型。
在一种可能的实施例中，所述目标反馈界面展示有至少一个媒体内容类型标识及与至少一个媒体内容类型标识对应的反馈输入标识，所述反馈输入标识指示所述目标对象对所述至少一个媒体内容类型的兴趣倾向，例如感兴趣，或者不感兴趣，或者中立，相应的，所述反馈输入标识例如为感兴趣输入控件，不感兴趣输入控件或中立控件。由此，通过所述目标反馈界面展示有至少一个媒体内容类型标识及与至少一个媒体内容类型标识对应的反馈输入标识，基于目标对象的反馈输入可以直接确定目标对象感兴趣的视频类型，提高视频推荐的有效性，更加符合用户预期，提升交互体验。
本公开实施例提供的推荐方法应用于客户端，该客户端可以为部署于设备终端上的客户端软件，设备终端可以包括智能手机、电脑、智能手表等。
本公开实施例中，预设条件用于定义触发目标反馈界面显示的时机。其中，触发目标反馈界面显示的时机可以选择为对当前目标对象的媒体内容浏览体验影响较小的时机，或者当前目标对象的信息反馈意愿较强的时机，例如，在当前目标对象关闭某一不感兴趣的直播间时，说明此时当前目标对象有较强的意愿表达对该直播间或者该直播间所属的直播类型的不感兴趣，因此可以在此时显示目标反馈界面。
当接收到针对目标媒体内容的操作时，确定该针对目标媒体内容的操作是否满足预设条件，如果确定其满足预设条件，则显示目标反馈界面。
一种可选的实施方式中，针对目标媒体内容的操作满足预设条件可以包括针对目标媒体内容的切换操作。具体的，在接收到针对目标媒体内容的切换操作时，显示目标反馈界面。
其中，目标媒体内容可以包括视频预览流或者直播预览流。实际应用中，在接收到针对视频预览流或者直播预览流的切换操作时，显示目标反馈界面。
一种可选的实施方式中，在接收到针对视频预览流或者直播视频流的滑动(如上下滑动)切换操作时，显示目标反馈界面。具体的，在处于视频预览流中，针对视频预览流中的任一预览视频的上下滑动切换操作，触发显示目标反馈界面。
另一种可选的实施方式中，在接收到由直播视频流切换至视频预览流的切换操作，显示目标反馈界面。具体的，在处于直播视频流时，如果通过关闭直播视频流中的任一直播视频，触发由直播视频流切换至视频预览流的切换操作，则在该切换操作对应的目标预览视频的界面上显示目标反馈界面。
一种可选的实施方式中，针对目标媒体内容的操作满足预设条件，可以包括对媒体内容的播放时长不小于预设第一时长的情况下触发的针对目标媒体内容的播放操作。具体的，在接收到针对目标媒体内容的播放操作，确定媒体内容的播放时长，在所述播放时长满足预设第一时长的情况下，显示目标反馈界面。
一种可选的实施方式中，当目标对象从视频预览流进入任一直播间，然后再从某个直播间返回至视频预览流的页面操作，能够反映出该目标对象对返回至视频预览流之前最近一个浏览的直播间存在负兴趣点信息，即对该直播间不感兴趣，为此，本公开实施例可以在确定反映当前目标对象对某个直播间不感兴趣的页面操作时，显示目标反馈界面，以获取目标对象的反馈输入，用于更新针对该当前目标对象的视频推荐策略等。
另一种可选的实施方式中，当目标对象在视频预览流中的持续看播时长达到一定时长时，可以给该目标对象展示视频推荐反馈信息，与目标对象处于看播初期即展示视频推荐反馈信息的场景相比，能够降低对目标对象看播体验的影响。为此，本公开实施例中，在接收到针对目标媒体内容的播放操作时，确定媒体内容的播放时长，然后在确定该播放时长满足预设第一时长的情况下，显示目标反馈界面。
另一种可选的实施方式中，目标对象从一个直播间切出的页面操作可能表明该目标对象对该直播间不感兴趣，为了获取目标对象对该直播间的真实感受，可以在此时为该目标对象显示目标反馈界面。
另一种可选的实施方式中，在针对视频预览流的切换次数达到阈值，且针对每个视频的停留时间较短的情况下，可以确定当前推荐的视频预览流的有效性较低，不及用户预期，此时可以展示目标反馈界面，以满足目标对象主动反馈输入感兴趣的视频类型的需求，从 而更新视频推荐策略，提升用户体验。
实际应用中，目标反馈界面用于展示视频推荐反馈信息，其中，视频推荐反馈信息可以是文字形式问题、图片形式问题等。
S102：接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入。
本公开实施例中，在显示目标反馈界面之后，目标对象可以针对目标反馈界面上展示的视频推荐反馈信息，确定反馈输入。
一种可选的实施方式中，目标反馈界面上可以展示与视频推荐反馈信息对应的多个选项，目标对象可以通过点击任意一个选项完成反馈输入。
另一种可选的实施方式中，目标反馈界面上可以显示有视频推荐反馈信息对应的输入框，目标对象可以通过在该输入框中输入文字等完成反馈输入。
S103：将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
本公开实施例中，在接收到针对目标反馈界面上的视频推荐反馈信息的反馈输入之后，将反馈输入发送至服务端，由服务端基于该反馈输入确定对应的待推荐视频。
一种可选的实施方式中，在接收到针对目标反馈界面上的视频推荐反馈信息的反馈输入之后，建立视频推荐反馈信息、反馈输入和反馈用户的对应关系，并将该对应关系发送至服务端，以便服务端能够基于该对应关系，调整针对该反馈用户的视频推荐策略，从而基于调整后的视频推荐策略为该反馈用户推荐更符合其兴趣的视频。
本公开实施例提供的推荐方法中，在确定针对目标媒体内容的操作满足预设条件时，显示目标反馈界面，然后接收作用于该目标反馈界面的反馈输入，并将该反馈输入发送至服务端，用于确定与该反馈输入对应的待推荐视频。可见，本公开实施例能够在获取到目标对象针对视频推荐反馈信息的反馈输入，用于为目标对象推荐更符合其兴趣的视频，从而提升用户的视频播放体验。
一种可选的实施方式中，客户端预先获取视频推荐反馈信息集合，其中，视频推荐反馈信息集合中包含多个视频推荐反馈信息。一种可选的实施方式中，服务端可以基于反馈需求预先设置视频推荐反馈信息集合，然后下发至客户端，由客户端在本地进行存储、应用等。
实际应用中，客户端在确定针对目标媒体内容的操作满足预设条件时，可以基于该针对目标媒体内容的操作，从预先获取的视频推荐反馈信息集合中，为当前目标对象确定至 少一个待反馈问题，用于在目标反馈界面上进行展示。
一种可选的实施方式中，针对由直播视频流切换至视频预览流的切换操作，可以基于该切换操作对应的直播视频所属的直播类型，确定视频推荐反馈信息。例如，在确定当前目标对象从视频预览流进入第一直播间后，通过关闭第二直播间返回至该视频预览流的切换操作时，可以基于第二直播间所属的直播类型，确定视频推荐反馈信息。其中，第一直播间和第二直播间可以为同一个或者不同的直播间。
实际应用中，目标对象从视频预览流进入任一直播间，然后再从某个直播间返回预览流的页面操作，能够反映出该目标对象对返回至视频预览流之前最近一个浏览的直播间存在负兴趣点信息，即对该直播间不感兴趣，为此，本公开实施例可以在监测到反映当前目标对象对某个直播间不感兴趣的页面操作时，显示目标反馈界面，以获取目标对象的反馈输入，用于更新针对该当前目标对象的视频推荐策略等。
一种可选的实施方式中，当接收到由直播视频流切换至视频预览流的切换操作时，从预先获取的视频推荐反馈信息集合中，获取由直播视频流切换至视频预览流的切换操作对应的问题模板，然后，基于该切换操作对应的直播视频所属的直播类型，填充该问题模板，得到视频推荐反馈信息，然后，将展示有该视频推荐反馈信息的目标反馈界面进行展示。例如，问题模板可以包括“最近你对**APP上的【】感受如何？”其中，【】内可以基于切换操作对应的直播视频所属的直播类型进行填充，得到为当前目标对象展示的待反馈问题。例如，将切换操作对应的直播视频所属的直播类型填充至问题模板之后，得到的视频推荐反馈信息，可以为“最近你对**APP上的【游戏直播】感受如何？”，或者“最近你对**APP上的【购物直播】感受如何？”等等。
实际应用中，目标对象在视频预览流中的持续看播时长达到一定时长时，可以给该目标对象展示视频推荐反馈信息，与目标对象处于看播初期即展示视频推荐反馈信息的场景相比，能够降低对目标对象看播体验的影响。
为此，本公开实施例中，在接收到针对目标媒体内容的播放操作时，确定媒体内容的播放时长，然后在确定该播放时长满足预设第一时长的情况下，显示目标反馈界面。其中，针对媒体内容的播放时长满足预设第一时长之后触发的针对目标媒体内容的播放操作对应的视频推荐反馈信息，可以包括“最近你对**APP上的【游戏直播】感受如何？”、“最近你对**APP上的【购物直播】感受如何？”等针对随机的直播间类型提出的视频推荐反馈信息，也可以包括“你希望调整**APP直播的数量吗？”、“你对刚刚看到的直播满意吗？” 等视频推荐反馈信息。
另外，另在接收到针对直播视频流的上下滑动切换操作时，基于所述上下滑动切换操作对应的切换前直播视频所属的直播类型，确定视频推荐反馈信息，然后，将展示有该视频推荐反馈信息的目标反馈界面进行显示。
实际应用中，目标对象从一个直播间切出的页面操作可能表明该目标对象对该直播间不感兴趣，为了获取目标对象对该直播间的真实感受，可以在此时为该目标对象展示待反馈问题。具体的，从预先获取的视频推荐反馈信息集合中，确定针对直播视频流的上下滑动切换操作对应的直播视频所属的直播类型对应的视频推荐反馈信息。
其中，针对直播视频流的上下滑动切换操作对应的直播视频所属的直播类型确定的视频推荐反馈信息可以包括“最近你对**APP上的【游戏直播】感受如何？”、“最近你对**APP上的【购物直播】感受如何？”等针对直播间类型提出的视频推荐反馈信息，另外，也可以包括随机确定出的“你对刚刚看到的直播满意吗？”、“你认为刚刚主播对商品的介绍【专业】吗？”等视频推荐反馈信息。
一种可选的实施方式中，如图2所示，为本公开实施例提供的一种目标反馈界面的示意图，其中，目标反馈界面上展示的待反馈问题包括：最近你对**APP上的【游戏直播】感受如何？视频推荐反馈信息包括至少三个选项，即A.希望减少这类直播；B.希望这类直播的数量保持不变；c.希望增加这类直播，目标对象通过点选任意一个选项，实现对视频推荐反馈信息的反馈输入。
另外，目标反馈界面上可以显示有视频封面标识，以及对应的反馈输入标识，如图2所示，视频封面标识可以包括视频封面图像，每个视频封面图像用于表示其对应的视频类型，例如，游戏视频封面图像可以表示游戏视频类型，购物视频封面图像可以表示购物视频类型等。具体的，视频封面图像可以来自最近上一个视频，而反馈输入标识可以包括视频推荐反馈信息的选项，如图2所示，目标反馈界面上包含3个反馈输入标识。基于反馈输入标识可以接收目标对象的反馈输入。
一种可选的实施方式中，当前目标对象从视频预览流进入任一直播间，然后通过关闭同一个或另一个直播间重回该视频预览流后，可以在重回预览流的首个页面上展示待反馈问题，以便获取当前目标对象对于视频推荐内容的真实反馈。
另一种可选的实施方式中，如图3所示，为本公开实施例提供的另一种目标反馈界面 的示意图，其中，目标反馈界面上展示有图片类型问题，目标反馈界面上显示的多个视频封面标识与对应的反馈输入标识，视频封面标识可以包括视频封面图像，不同视频封面图像可以表示不同的视频类型，目标对象通过点击任一视频封面标识对应的反馈输入标识，实现针对该视频封面标识对应的视频类型的反馈输入。
另外，上述图3展示的目标反馈界面上，还可以显示有反馈界面切换标识，如“换一换”控件，用于触发视频推荐反馈信息的切换展示。在当前目标对象对于展示的视频推荐反馈信息不感兴趣的情况下，可以允许目标对象切换视频推荐反馈信息以及关闭目标反馈界面等。
一种可选的实施方式中，当前目标对象可以通过连续多次点击图3上展示的“换一换”控件，快速切换目标反馈界面上展示的视频推荐反馈信息，以便快速定位到符合当前目标对象真实的视频类型需求的视频推荐反馈信息。
另外，在确定当前目标对象连续点击“换一换”控件触发的目标反馈界面上展示的视频推荐反馈信息的切换次数达到预设阈值时，说明当前目标对象对于视频推荐反馈信息不感兴趣，因此可以触发自动关闭目标反馈界面，以降低对当前目标对象的打扰，提升目标对象体验。
实际应用中，在接收到作用于所述反馈界面切换标识的触发操作或者作用于所述目标反馈界面的滑动操作时，显示切换后的反馈界面。
另一种可选的实施方式中，如图4所示，为本公开实施例提供的另一种目标反馈界面的示意图，其中，目标反馈界面上展示的待反馈问题包括：你对当前直播满意吗？视频推荐反馈信息包括两个选项，即满意和不满意。目标对象通过点选任意一个选项，实现对视频推荐反馈信息的反馈输入。
本公开实施例中，客户端在接收到当前目标对象针对视频推荐反馈信息的反馈输入时，建立视频推荐反馈信息、反馈输入和当前目标对象之间的对应关系，该对应关系用于表征问题、答案以及作答人之间的对应关系。
实际应用中，服务端在接收到视频推荐反馈信息、反馈输入和当前目标对象之间的对应关系之后，可以基于该对应关系更新针对所述当前目标对象的视频推荐策略，从而使得后续为该当前目标对象推荐的视频能够更符合目标对象的兴趣点，提升目标对象的视频播放体验。
另外，对于针对任一直播视频的切换操作，还可以获取直播视频对应的直播间标识，例如直播间房间号等，然后建立直播间标识、视频推荐反馈信息、反馈输入和当前目标对象之间的对应关系，该对应关系能够表征问题、答案、作答人以及涉及的直播间之间的对应关系。
实际应用中，客户端可以将直播间标识、视频推荐反馈信息、反馈输入和当前目标对象之间的对应关系发送至直播间处理平台，以便直播间处理平台能够基于该对应关系针对该直播间标识对应的直播间进行处理。
本公开实施例能够在合适的时机确定目标对象的视频播放兴趣信息，用于更新目标对象的视频推荐策略，从而为目标对象推荐符合其兴趣的视频，提升目标对象的视频播放体验。
基于上述实施例，为了进一步提升用户的视频播放体验，可以在确定针对目标媒体内容的操作满足预设条件时，首先确定最近一次的目标反馈界面展示时间；如果确定所述最近一次目标反馈界面展示时间与当前时间之间的时间差大于预设第二时长，则执行显示目标反馈界面的步骤；否则，结束本次视频推荐反馈信息的展示。
实际应用中，如果频繁的向当前目标对象展示视频推荐反馈信息，可能导致用户体验较差，为此，本公开实施例在确定针对目标媒体内容的操作满足预设条件时，首先确定当前是否满足展示频控，即两次展示视频推荐反馈信息的时间差值是否大于预设第二时长，以保证不会过于频繁的向当前目标对象展示视频推荐反馈信息，从而提升目标对象的视频播放体验。
与上述实施例基于同一个发明构思，本公开实施例还提供了一种推荐装置，参考图5，为本公开实施例提供的一种推荐装置的结构示意图，所述装置包括：第一显示模块501，用于响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息；第一接收模块502，用于接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入；发送模块503，用于将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
一种可选的实施方式中，所述第一显示模块，包括：第一显示子模块，用于响应于针对目标媒体内容的切换操作，显示目标反馈界面；或者，第二显示子模块，用于响应于针 对目标媒体内容的播放操作，确定媒体内容的播放时长，在所述播放时长满足预设第一时长的情况下，显示目标反馈界面。
一种可选的实施方式中，所述目标媒体内容包括视频预览流或者直播视频流，所述第一显示子模块，具体用于：响应于针对所述视频预览流或者所述直播视频流的切换操作，显示目标反馈界面。
一种可选的实施方式中，所述第一显示子模块，包括：第三显示子模块，用于响应于针对所述视频预览流或者所述直播视频流的上下滑动切换操作，显示目标反馈界面；或者，第四显示子模块，用于响应于由所述直播视频流切换至所述视频预览流的切换操作，显示目标反馈界面。
一种可选的实施方式中，所述第四显示子模块，包括：第一确定子模块，用于响应于由所述直播视频流切换至所述视频预览流的切换操作，基于所述切换操作对应的直播视频所属的直播类型，确定视频推荐反馈信息；其中，所述直播视频属于所述直播视频流；第五显示子模块，用于将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
一种可选的实施方式中，所述第三显示子模块，包括：第二确定子模块，用于响应于针对所述直播视频流的上下滑动切换操作，基于所述上下滑动切换操作对应的切换前直播视频所属的直播类型，确定视频推荐反馈信息；第六显示子模块，用于将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
一种可选的实施方式中，所述装置还包括：第一确定模块，用于响应于针对目标媒体内容的操作满足预设条件，确定最近一次的目标反馈界面展示时间；触发模块，用于在确定所述最近一次目标反馈界面展示时间与当前时间之间的时间差大于预设第二时长时，触发执行所述第一显示模块。
一种可选的实施方式中，所述目标反馈界面上显示有视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收目标对象的反馈输入。
一种可选的实施方式中，所述目标反馈界面上显示有反馈界面切换标识、多个视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收目标对象的反馈输入。
一种可选的实施方式中，所述装置还包括：第二显示模块，用于在接收到作用于所述反馈界面切换标识的触发操作或者作用于所述目标反馈界面的滑动操作时，显示切换后的反馈界面。
本公开实施例提供的推荐装置，能够获取到目标对象针对视频推荐反馈信息的反馈输 入，用于更新目标对象的视频推荐策略，从而为目标对象推荐符合其兴趣的视频，提升目标对象的视频播放体验。
除了上述方法和装置以外，本公开实施例还提供了一种计算机可读存储介质，计算机可读存储介质中存储有指令，当所述指令在终端设备上运行时，使得所述终端设备实现本公开实施例所述的推荐方法。
本公开实施例还提供了一种计算机程序产品，所述计算机程序产品包括计算机程序/指令，所述计算机程序/指令被处理器执行时实现本公开实施例所述的推荐方法。
另外，本公开实施例还提供了一种推荐设备，参见图6所示，可以包括处理器601、存储器602、输入装置603和输出装置504。推荐设备中的处理器601的数量可以一个或多个，图6中以一个处理器为例。在本公开的一些实施例中，处理器601、存储器602、输入装置603和输出装置604可通过总线或其它方式连接，其中，图6中以通过总线连接为例。
存储器602可用于存储软件程序以及模块，处理器601通过运行存储在存储器602的软件程序以及模块，从而推荐设备的各种功能应用以及数据处理。存储器602可主要包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序等。此外，存储器602可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。输入装置603可用于接收输入的数字或字符信息，以及产生与推荐设备的用户设置以及功能控制有关的信号输入。
具体在本实施例中，处理器601会按照如下的指令，将一个或一个以上的应用程序的进程对应的可执行文件加载到存储器602中，并由处理器601来运行存储在存储器602中的应用程序，从而实现上述推荐设备的各种功能。
需要说明的是，在本文中，诸如“第一”和“第二”等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来，而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些 要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。
以上所述仅是本公开的具体实施方式，使本领域技术人员能够理解或实现本公开。对这些实施例的多种修改对本领域的技术人员来说将是显而易见的，本文中所定义的一般原理可以在不脱离本公开的精神或范围的情况下，在其它实施例中实现。因此，本公开将不会被限制于本文所述的这些实施例，而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。

Claims (15)

  1. 一种推荐方法，所述方法包括：
    响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息；
    接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入；
    将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
  2. 根据权利要求1所述的方法，其中，响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面，包括：
    响应于针对目标媒体内容的切换操作，显示目标反馈界面；或者，
    响应于针对目标媒体内容的播放操作，确定媒体内容的播放时长，在所述播放时长满足预设第一时长的情况下，显示目标反馈界面。
  3. 根据权利要求1所述的方法，其中，所述目标媒体内容包括视频预览流或者直播视频流，所述响应于针对目标媒体内容的切换操作，显示目标反馈界面，包括：
    响应于针对所述视频预览流或者所述直播视频流的切换操作，显示目标反馈界面。
  4. 根据权利要求3所述的方法，其中，响应于针对所述视频预览流或者所述直播视频流的切换操作，显示目标反馈界面，包括：
    响应于针对所述视频预览流或者所述直播视频流的滑动切换操作，显示目标反馈界面；或者，
    响应于由所述直播视频流切换至所述视频预览流的切换操作，显示目标反馈界面。
  5. 根据权利要求4所述的方法，其中，所述响应于由所述直播视频流切换至所述视频预览流的切换操作，显示目标反馈界面，包括：
    响应于由所述直播视频流切换至所述视频预览流的切换操作，基于所述切换操作对应的直播视频所属的直播类型，确定视频推荐反馈信息；其中，所述直播视频属于所述直播视频流；
    将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
  6. 根据权利要求4所述的方法，其中，所述响应于针对所述视频预览流或者所述直播视频流的上下滑动切换操作，显示目标反馈界面，包括：
    响应于针对所述直播视频流的上下滑动切换操作，基于所述上下滑动切换操作对应的 切换前直播视频所属的直播类型，确定视频推荐反馈信息；
    将展示有所述视频推荐反馈信息的目标反馈界面进行显示。
  7. 根据权利要求1所述的方法，其中，所述显示目标反馈界面之前，还包括：
    响应于针对目标媒体内容的操作满足预设条件，确定最近一次的目标反馈界面展示时间；
    如果确定所述最近一次目标反馈界面展示时间与当前时间之间的时间差大于预设第二时长，则执行所述显示目标反馈界面的步骤。
  8. 根据权利要求1所述的方法，其中，所述目标反馈界面上显示有视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收目标对象的反馈输入。
  9. 根据权利要求1所述的方法，其中，所述目标反馈界面上显示有反馈界面切换标识、多个视频封面标识及对应的反馈输入标识，所述反馈输入标识用于接收用户的反馈输入。
  10. 根据权利要求8或9所述的方法，其中，所述显示目标反馈界面之后，还包括：
    在接收到作用于所述反馈界面切换标识的触发操作或者作用于所述目标反馈界面的滑动操作时，显示切换后的反馈界面。
  11. 一种推荐装置，所述装置包括：
    第一显示模块，用于响应于针对目标媒体内容的操作满足预设条件，显示目标反馈界面；其中，所述目标反馈界面上展示有视频推荐反馈信息；
    第一接收模块，用于接收针对所述目标反馈界面上展示的所述视频推荐反馈信息的反馈输入；
    发送模块，用于将所述反馈输入发送至服务端，以确定与所述反馈输入对应的待推荐视频。
  12. 一种计算机可读存储介质，所述计算机可读存储介质中存储有指令，当所述指令在终端设备上运行时，使得所述终端设备实现如权利要求1-10任一项所述的方法。
  13. 一种设备，包括：存储器，处理器，及存储在所述存储器上并可在所述处理器上运行的计算机程序，所述处理器执行所述计算机程序时，实现如权利要求1-10任一项所述的方法。
  14. 一种计算机程序产品，所述计算机程序产品包括计算机程序/指令，所述计算机程序/指令被处理器执行时实现如权利要求1-10任一项所述的方法。
  15. 一种计算机程序，包括计算机指令，所述计算机指令被处理器执行时实现如权利要求1-10任一项所述的方法。
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