WO2019047616A1 - 多媒体内容的推荐方法及装置 - Google Patents

多媒体内容的推荐方法及装置 Download PDF

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Publication number
WO2019047616A1
WO2019047616A1 PCT/CN2018/095627 CN2018095627W WO2019047616A1 WO 2019047616 A1 WO2019047616 A1 WO 2019047616A1 CN 2018095627 W CN2018095627 W CN 2018095627W WO 2019047616 A1 WO2019047616 A1 WO 2019047616A1
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Prior art keywords
multimedia content
video
information
belongs
client
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Ceased
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PCT/CN2018/095627
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English (en)
French (fr)
Inventor
彭俊
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Youku Network Technology Beijing Co Ltd
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Youku Network Technology Beijing Co Ltd
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Priority claimed from CN201710831146.4A external-priority patent/CN110019847A/zh
Application filed by Youku Network Technology Beijing Co Ltd filed Critical Youku Network Technology Beijing Co Ltd
Publication of WO2019047616A1 publication Critical patent/WO2019047616A1/zh
Anticipated expiration legal-status Critical
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/60—Network structure or processes for video distribution between server and client or between remote clients; Control signalling between clients, server and network components; Transmission of management data between server and client, e.g. sending from server to client commands for recording incoming content stream; Communication details between server and client 
    • H04N21/65—Transmission of management data between client and server
    • H04N21/658—Transmission by the client directed to the server
    • H04N21/6581—Reference data, e.g. a movie identifier for ordering a movie or a product identifier in a home shopping application
    • 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
    • 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
    • H04N21/4722—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 for requesting additional data associated with the 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]
    • H04N21/80—Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/83—Generation or processing of protective or descriptive data associated with content; Content structuring
    • H04N21/845—Structuring of content, e.g. decomposing content into time segments
    • H04N21/8456—Structuring of content, e.g. decomposing content into time segments by decomposing the content in the time domain, e.g. in time segments

Definitions

  • the present disclosure relates to the field of multimedia technologies, and in particular, to a method and an apparatus for recommending multimedia content.
  • multimedia content is generally recommended to a user according to the similarity between the user's tag and the tag of the multimedia content.
  • the recommendation method of the multimedia content is a passive recommendation method, that is, the user passively accepts the multimedia content recommended by the multimedia platform.
  • Such a recommendation method of multimedia content often recommends multimedia content to a user when the user does not need to be recommended for multimedia content, and thus the recommendation efficiency is low.
  • the present disclosure proposes a method and apparatus for recommending multimedia content.
  • a method for recommending multimedia content including:
  • the second multimedia content is recommended to the client.
  • a method for recommending multimedia content including:
  • a device for recommending multimedia content including:
  • a first receiving module configured to receive a request for acquiring related multimedia content from a client, where the request includes feature information of the first multimedia content that is triggered in the client;
  • a searching module configured to search, according to the feature information of the first multimedia content, a second multimedia content related to the first multimedia content, where the feature information of the second multimedia content Matching characteristic information of the first multimedia content;
  • a recommendation module configured to recommend the second multimedia content to the client.
  • a device for recommending multimedia content including:
  • a sending module configured to send, to the server, a request for acquiring related multimedia content, in response to triggering the first multimedia content in the client, where the request includes feature information of the first multimedia content;
  • a second receiving module configured to receive the second multimedia content recommended by the server, where the feature information of the second multimedia content matches the feature information of the first multimedia content.
  • a device for recommending multimedia content comprising: a processor; a memory for storing processor-executable instructions; wherein the processor is configured to perform the first aspect of the present disclosure Recommended method for multimedia content.
  • a device for recommending multimedia content comprising: a processor; a memory for storing processor-executable instructions; wherein the processor is configured to perform the second aspect of the present disclosure Recommended method for multimedia content.
  • a non-transitory computer readable storage medium having stored thereon computer program instructions, wherein the computer program instructions are executed by a processor to implement the multimedia of the first aspect of the present disclosure The recommended method of content.
  • a non-transitory computer readable storage medium having stored thereon computer program instructions, wherein the computer program instructions, when executed by a processor, implement the multimedia of the second aspect of the present disclosure The recommended method of content.
  • the method and apparatus for recommending multimedia content of various aspects of the present disclosure receive a request for acquiring related multimedia content from a client, the request including feature information of the first multimedia content triggered in the client, according to the first Feature information of the media content, searching for the second multimedia content related to the first multimedia content, and recommending the second multimedia content to the client, thereby enabling multimedia to be actively requested by the client
  • the recommendation of the content thereby being able to improve the recommendation efficiency of the multimedia content.
  • FIG. 1 illustrates a flow chart of a method of recommending multimedia content in accordance with an embodiment of the present disclosure.
  • FIG. 2 illustrates a flow chart of a method of recommending multimedia content in accordance with another embodiment of the present disclosure.
  • FIG. 3 illustrates an exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure.
  • FIG. 4 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure.
  • FIG. 5 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure.
  • FIG. 6 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure.
  • FIG. 7 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure.
  • FIG. 8 illustrates a block diagram of a recommendation device for multimedia content, in accordance with an embodiment of the present disclosure.
  • FIG. 9 illustrates a block diagram of a recommendation device of multimedia content according to another embodiment of the present disclosure.
  • FIG. 10 illustrates an exemplary block diagram of a recommendation device for multimedia content according to an embodiment of the present disclosure.
  • FIG. 11 is a block diagram of an apparatus 800 for recommending multimedia content, according to an exemplary embodiment.
  • FIG. 12 is a block diagram of an apparatus 1900 for recommending multimedia content, according to an exemplary embodiment.
  • FIG. 1 illustrates a flow chart of a method of recommending multimedia content in accordance with an embodiment of the present disclosure. This method can be applied to the server. As shown in FIG. 1, the method includes steps S11 to S13.
  • step S11 a request for acquiring related multimedia content from a client is received, wherein the request includes feature information of the first multimedia content triggered in the client.
  • the multimedia content in this embodiment may be a picture, an audio or a video, and is not limited herein.
  • the client may send a request for acquiring the related multimedia content corresponding to the first multimedia content by triggering the first multimedia content, where the request for acquiring the related multimedia content is used to acquire the first multimedia.
  • Content-related multimedia content is used to acquire the first multimedia.
  • the client may display a preset button on the display interface of the first multimedia content, and if the preset button is triggered, determine that the first multimedia content is triggered.
  • a "find related" text can be displayed on a preset button.
  • the first multimedia content in the client if the first multimedia content in the client is triggered, it may be determined that the user actively seeks to find the multimedia content related to the first multimedia content.
  • the request includes feature information of the first multimedia content.
  • the feature information may be any information that may represent features of the first multimedia content.
  • the feature information can be used to find a second multimedia content related to the first multimedia content.
  • the feature information of the first multimedia content may include video information of the video to which the still image belongs; if the first multimedia content is a video segment in the video, The feature information of the first multimedia content may include video information of the video to which the video segment belongs; if the first multimedia content is video, the feature information of the first multimedia content may include video information of the video.
  • the video information of the video may include one or two of the address and the name of the video, and may also include one or more of a video type, a label, an upload time, an uploader, and a length of time.
  • step S12 searching for second multimedia content related to the first multimedia content according to the feature information of the first multimedia content, wherein the feature information of the second multimedia content and the first multimedia The feature information of the content matches.
  • the server may find the second multimedia content related to the first multimedia content from the multimedia content library.
  • the number of the second multimedia content may be one or more.
  • step S13 the second multimedia content is recommended to the client.
  • the video address of the second multimedia content may be transmitted to the client.
  • the request by receiving a request for acquiring related multimedia content from a client, the request includes feature information of the first multimedia content that is triggered in the client, and searching according to the feature information of the first multimedia content. a second multimedia content related to the multimedia content, and recommending the second multimedia content to the client, thereby enabling the recommendation of the multimedia content to be actively requested by the client, thereby improving the multimedia content.
  • Recommended efficiency The recommendation efficiency of the multimedia content may be equal to the ratio of the number of times the multimedia content is clicked to the number of times the multimedia content is recommended, which is not limited herein.
  • the method may further include: analyzing, by the content analysis platform in the server, the multimedia content in the multimedia content library to obtain the first multimedia content and/or Feature information of the first multimedia content, and feature information of the second multimedia content and/or the second multimedia content.
  • analyzing the multimedia content in the multimedia content library may include: extracting a popular still or video clip from a video of the multimedia content library, and may use the popular still or popular video clip as The new multimedia content is stored in the multimedia content library as the first multimedia content for the client to play.
  • the popular stills may refer to the stills whose play quantity is greater than the first threshold
  • the popular video clips may refer to the video clips whose play quantity is greater than the second threshold, which is not limited herein.
  • the video information of the video to which the still or video clip belongs may be used as its feature information to be bound to the still or video clip.
  • the analyzing the multimedia content in the multimedia content library may include: analyzing the multimedia content, determining one or more of the character information, the color information, the illumination information, and the scene information of the multimedia content. item.
  • the character information may include one or two of a real name and a character name of the character
  • the color information of the multimedia content may be a warm color or a cool color
  • the illumination information of the multimedia content may be It is dark or bright
  • the scene information of the multimedia content may be a braking scene, a martial arts scene or a conversation scene.
  • the information can be bound as feature information to the first multimedia content and the second multimedia content.
  • analyzing the multimedia content in the multimedia content library may include analyzing the tags of the respective multimedia content in the multimedia content library. Tags can also be used as feature information.
  • the feature information of the first multimedia content includes video information of a video to which the first multimedia content belongs
  • the second multimedia content includes a video to which the first multimedia content belongs.
  • the feature information of the first multimedia content includes video information of the video to which the still belongs
  • the second multimedia content includes the title of the still.
  • the server may issue a request for acquiring the related multimedia content corresponding to the still. Based on the request, the server may recommend the video to which the still belongs belongs to the client, so that the user can quickly view the video to which the still belongs, without the user manually searching for the video to which the still belongs.
  • the stills in this embodiment may be any one of any one of the videos, and is not limited to the video frames in the TV drama video.
  • the feature information of the first multimedia content includes video information of a video to which the video segment belongs
  • the second multimedia content includes The video to which this video clip belongs.
  • the server may send a request for acquiring the related multimedia content corresponding to the video clip. Based on the request, the server may recommend the video to which the video clip belongs to the client, so that the user can quickly view the video to which the video clip belongs, without the user manually searching for the video to which the video clip belongs.
  • the recommending the second multimedia content to the client includes: returning video information of the second multimedia content to the client, and jumping a play instruction, so that the client jumps Play to the second multimedia content.
  • recommending the second multimedia content to the client includes: returning video information of the video to which the still belongs belongs and jumping to the client if the first multimedia content is a still. Turn the play command to cause the client to jump to the video to which the still belongs.
  • the client can be jumped from playing the still to playing the video to which the still belongs, so that the user can quickly view the still. Video without the user having to manually search for the video to which the still belongs and manually selecting the video to which the still belongs.
  • recommending the second multimedia content to the client includes: returning, to the client, a video of the video to which the video segment belongs if the first multimedia content is a video segment
  • the information and the jump play instruction are caused to cause the client to jump to the video to which the video clip belongs to play.
  • the client can be jumped from playing the video clip to playing the video to which the video clip belongs, thereby enabling the user to quickly view The video to which the video clip belongs without requiring the user to manually search for the video to which the video clip belongs and manually select the video to which the video clip belongs.
  • the feature information of the first multimedia content includes video information of the video to which the still belongs, and the still is in the video to which the still belongs Time point information; recommending the second multimedia content to the client, including: returning the video information of the video to which the still belongs belongs to the client if the first multimedia content is a still photo, so that the client The video starts playing the video to which the still belongs, from the point in time in the video to which the still belongs.
  • the video information of the video to which the still photo returned by the server to the client may include time point information of the still in the video to which the still belongs.
  • the client can start playing the video to which the still image belongs from the time point of the still photo in the video to which the still belongs, without the user manually searching.
  • the video to which the still belongs belongs manually selects the video to which the still belongs, and manually drags the progress bar to the point in time at which the still is in the video to which the still belongs.
  • the feature information of the first multimedia content includes video information of the video to which the video segment belongs and the video segment is in the video segment. End time point information in the associated video; recommending the second multimedia content to the client, including: returning the video to which the video clip belongs if the first multimedia content is a video clip Video information, such that the client plays the video to which the video clip belongs from the end time point of the video clip in the video to which the video clip belongs.
  • the video information of the video to which the video segment belongs to the client may include end time information of the video segment in the video to which the video segment belongs.
  • the client can start playing the video to which the video clip belongs from the end time point of the video clip in the video to which the video clip belongs. Instead of manually searching for the video to which the video clip belongs, manually selecting to play the video to which the video clip belongs, and manually dragging the progress bar to the end point of the video clip in the video to which the video clip belongs.
  • the feature information of the first multimedia content includes video information of the video to which the video segment belongs and the video segment is in the video.
  • Start time point information in the video to which the clip belongs recommending the second multimedia content to the client, including: returning the video to which the video clip belongs if the first multimedia content is a video clip
  • the video information is such that the client plays the video to which the video clip belongs from the start time point of the video clip in the video to which the video clip belongs.
  • the video information of the video to which the video segment belongs to the client may include the start time point information of the video segment in the video to which the video segment belongs.
  • the client can start playing the video to which the video clip belongs from the start time point of the video clip in the video to which the video clip belongs. Instead of manually searching for the video to which the video clip belongs, manually selecting to play the video to which the video clip belongs and manually dragging the progress bar to the start time point of the video clip in the video to which the video clip belongs.
  • the feature information includes one or more of character information, color information, illumination information, and scene information.
  • the correlation between the first multimedia content and the candidate multimedia content may be calculated according to the feature information of the first multimedia content and the feature information of the candidate multimedia content, and may be first When the relevance of the multimedia content to the candidate multimedia content is greater than a third threshold, the candidate multimedia content is determined as the second multimedia content related to the first multimedia content.
  • Equation 1 can be used to calculate the correlation S between the first multimedia content and the candidate multimedia content:
  • a 1 represents the character relevance of the first multimedia content and the candidate multimedia content
  • a 2 represents the color correlation of the first multimedia content and the candidate multimedia content
  • a 3 represents the first multimedia content and The illumination correlation of the multimedia content to be selected
  • a 4 represents the scene correlation of the first multimedia content and the candidate multimedia content
  • ⁇ 1 represents the weight corresponding to the character correlation of the first multimedia content and the candidate multimedia content
  • ⁇ 2 represents a weight corresponding to the color correlation of the first multimedia content and the candidate multimedia content
  • ⁇ 3 represents a weight corresponding to the illumination correlation of the first multimedia content and the candidate multimedia content
  • ⁇ 4 represents the first plurality.
  • the weights corresponding to the scene correlation of the media content and the candidate multimedia content, ⁇ 1 , ⁇ 2 , ⁇ 3 and ⁇ 4 are both greater than or equal to zero.
  • the first multimedia content and the character of the candidate multimedia content have a correlation of 1; In the case that the multimedia content does not have the same person as the candidate multimedia content, the relationship between the first multimedia content and the character of the candidate multimedia content is zero.
  • the color and cold of the multimedia content can be divided into five levels. If the color of the first multimedia content and the color of the candidate multimedia content belong to the same level, the color correlation between the first multimedia content and the candidate multimedia content is 1; if the first multimedia content and the multimedia content to be selected If the color difference is 1 level, the color correlation between the first multimedia content and the candidate multimedia content is 0.8; if the color of the first multimedia content and the candidate multimedia content is different by 2 levels, the first multimedia content is The color correlation of the candidate multimedia content is 0.6; if the color of the first multimedia content and the candidate multimedia content are different by 3 levels, the color correlation between the first multimedia content and the candidate multimedia content is 0.4; A multimedia content differs from the color of the candidate multimedia content by four levels, and the color correlation of the first multimedia content with the candidate multimedia content is 0.2.
  • the illumination intensity of the multimedia content can be divided into four levels. If the first multimedia content belongs to the same level as the illumination of the candidate multimedia content, the illumination correlation between the first multimedia content and the candidate multimedia content is 1; if the first multimedia content and the candidate multimedia content are If the photo-photograph is 1 level, the illumination correlation between the first multimedia content and the candidate multimedia content is 0.7; if the first multimedia content is different from the photo-selection of the candidate multimedia content, the first multimedia content is The illumination correlation of the candidate multimedia content is 0.4; if the first multimedia content is 3 levels of the photo-selection of the candidate multimedia content, the illumination correlation of the first multimedia content with the candidate multimedia content is 0.1.
  • the severity of the scene of the multimedia content can be divided into three levels. If the first multimedia content belongs to the same level as the scene of the multimedia content to be selected, the scene correlation between the first multimedia content and the candidate multimedia content is 1; if the first multimedia content and the candidate multimedia content are If the scenes are different by one level, the scene correlation between the first multimedia content and the candidate multimedia content is 0.6; if the first multimedia content is different from the scene of the multimedia content to be selected by level 2, the first multimedia content is The scene correlation of the candidate multimedia content is 0.2.
  • the severity of the scene may be determined according to the similarity of adjacent frames. The greater the similarity of adjacent frames, the lower the severity of the scene of the multimedia content; the smaller the similarity of the adjacent frames, the higher the severity of the scene of the multimedia content.
  • the recommending the second multimedia content to the client includes: returning, to the client, the second multimedia content corresponding to the second multimedia content
  • the jump play instruction causes the client to jump to the second multimedia content for playback.
  • the client can be caused to jump from playing the first multimedia content. Going to play the second multimedia content, thereby enabling the user to quickly view the second multimedia content without the user having to manually select to play the second multimedia content.
  • the recommending the second multimedia content to the client includes: returning all the information to the client if the number of the second multimedia content is greater than 1 and less than or equal to N Two multimedia content, wherein N is an integer greater than 1; and in the case where the number of second multimedia content is greater than N, N second multimedia content is returned to the client.
  • the number of second multimedia content recommended by the server to the client may be at most N. If the number of the second multimedia content related to the first multimedia content is greater than N, the N second multimedia content is filtered out from all the second multimedia content for recommendation.
  • the N second multimedia content that is the most relevant to the first multimedia content may be recommended to the client.
  • the correlation between the second multimedia content and the first multimedia content may be according to one of the second multimedia content and the character information, the color information, the illumination information, and the scene information of the first multimedia content. Or multiple determinations.
  • FIG. 2 illustrates a flow chart of a method of recommending multimedia content in accordance with another embodiment of the present disclosure.
  • the method can be applied to a client such as a mobile phone, a tablet computer, a notebook computer, or a PC (Personal Computer).
  • a client such as a mobile phone, a tablet computer, a notebook computer, or a PC (Personal Computer).
  • the method includes steps S21 and S22.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • the multimedia content in this embodiment may be a picture, an audio or a video, and is not limited herein.
  • the client may send a request for acquiring the related multimedia content corresponding to the first multimedia content by triggering the first multimedia content, where the request for acquiring the related multimedia content is used to acquire the first multimedia.
  • Content-related multimedia content is used to acquire the first multimedia.
  • the client may display a preset button on the display interface of the first multimedia content, and if the preset button is triggered, determine that the first multimedia content is triggered.
  • a "find related" text can be displayed on a preset button.
  • the first multimedia content in the client if the first multimedia content in the client is triggered, it may be determined that the user actively seeks to find the multimedia content related to the first multimedia content.
  • the request includes feature information of the first multimedia content.
  • the feature information of the first multimedia content may include video information of the video to which the still image belongs; if the first multimedia content is a video segment in the video, The feature information of the first multimedia content may include video information of the video to which the video segment belongs; if the first multimedia content is video, the feature information of the first multimedia content may include video information of the video.
  • the video information of the video may include one or two of the address and the name of the video, and may also include one or more of a video type, a label, an upload time, an uploader, and a length of time.
  • step S22 the second multimedia content recommended by the server is received, wherein the feature information of the second multimedia content matches the feature information of the first multimedia content.
  • the number of the second multimedia content may be one or more.
  • the server by responding to the triggering of the first multimedia content in the client, the server sends a request for acquiring the related multimedia content, and receives the second multimedia content recommended by the server, thereby being able to actively request the client.
  • the recommendation efficiency of the multimedia content can be improved.
  • the feature information of the first multimedia content includes video information of a video to which the first multimedia content belongs
  • the second multimedia content includes a video to which the first multimedia content belongs.
  • the feature information of the first multimedia content includes video information of the video to which the still belongs
  • the second multimedia content includes the title of the still.
  • the server may issue a request for acquiring the related multimedia content corresponding to the still. Based on the request, the server may recommend the video to which the still belongs belongs to the client, so that the user can quickly view the video to which the still belongs, without the user manually searching for the video to which the still belongs.
  • the feature information of the first multimedia content includes video information of a video to which the video segment belongs
  • the second multimedia content includes The video to which this video clip belongs.
  • the server may send a request for acquiring the related multimedia content corresponding to the video clip.
  • the server may recommend the video to which the video clip belongs according to the request, and the client receives the video that the video clip belongs to, so that the user can quickly view the video to which the video clip belongs, without the user manually searching for the video.
  • the video to which the clip belongs when the client plays the video clip, if the client detects that the video clip is triggered, the server may send a request for acquiring the related multimedia content corresponding to the video clip.
  • the server may recommend the video to which the video clip belongs according to the request, and the client receives the video that the video clip belongs to, so that the user can quickly view the video to which the video clip belongs, without the user manually searching for the video.
  • the video to which the clip belongs may
  • FIG. 3 illustrates an exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure. As shown in FIG. 3, the method steps S21, S221, and S231.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • step S221 the video information of the second multimedia content returned by the server and the jump play instruction are received.
  • step S231 according to the video information of the second multimedia content and the jump play instruction, the second multimedia content is jumped to play.
  • the feature information of the first multimedia content includes video information of the video to which the still belongs, and receives a video to which the still photo returned by the server belongs.
  • the client plays the video to which the still belongs according to the video information of the video to which the still belongs and the jump play instruction, thereby being able to jump from playing the still to playing the video to which the still belongs, thereby enabling the user to quickly Watch the video to which the still belongs, without the user manually searching for the video to which the still belongs and manually selecting the video to which the still belongs.
  • the feature information of the first multimedia content includes video information of a video to which the video segment belongs, and receives the video returned by the server.
  • the video information of the video to which the clip belongs and the jump play instruction and according to the video information of the video to which the video clip belongs and the jump play instruction, jump to the video to which the video clip belongs to play.
  • the client plays the video to which the video clip belongs according to the video information of the video to which the video clip belongs and the jump play instruction, so that the user can quickly view the video to which the video clip belongs, without the user manually searching for the video.
  • FIG. 4 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure. As shown in FIG. 4, the method steps S21, S222, and S232.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • the feature information of the first multimedia content includes video information of the video to which the still belongs and time point information of the still in the video to which the still belongs.
  • step S222 in a case where the first multimedia content is a still, the video information of the video to which the still is returned by the server is received.
  • step S232 according to the video information of the video to which the still belongs, the video to which the still belongs belongs is played from the time point in the video to which the still belongs.
  • the client starts playing the video to which the still belongs according to the video information of the video to which the still belongs, without the user manually searching for the video to which the still belongs, and manually selecting according to the time point of the still in the video to which the still belongs. Play the video to which the still belongs and manually drag the progress bar to the point in time in which the still is in the video to which the still belongs.
  • FIG. 5 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure. As shown in FIG. 5, the method is step S21, step S223, and step S233.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • the feature information of the first multimedia content includes video information of the video to which the video segment belongs and end time point information of the video segment in the video to which the video segment belongs.
  • step S223 if the first multimedia content is a video clip, the video information of the video to which the video clip belongs is received by the server.
  • step S233 according to the video information of the video to which the video clip belongs, the video to which the video clip belongs is played from the end time point of the video clip in the video to which the video clip belongs.
  • the client starts playing the video to which the video clip belongs according to the video information of the video to which the video clip belongs, from the end time point of the video clip in the video to which the video clip belongs, without the user manually searching for the video clip.
  • the video to which it belongs manually select the video to which the video clip belongs, and manually drag the progress bar to the end point of the video clip in the video to which the video clip belongs.
  • FIG. 6 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure. As shown in FIG. 6, the method is step S21, step S224, and step S234.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • the feature information of the first multimedia content includes video information of the video to which the video segment belongs and start time point information of the video segment in the video to which the video segment belongs.
  • step S224 if the first multimedia content is a video clip, the video information of the video to which the video clip belongs is received by the server.
  • step S234 according to the video information of the video to which the video clip belongs, the video to which the video clip belongs is played from the start time point of the video clip in the video to which the video clip belongs.
  • the client starts playing the video to which the video clip belongs according to the video information of the video to which the video clip belongs, from the start time point of the video clip in the video to which the video clip belongs, without the user manually searching for the video clip.
  • the video to which it belongs manually select the video to which the video clip belongs, and manually drag the progress bar to the start time point of the video clip in the video to which the video clip belongs.
  • the feature information includes one or more of character information, color information, illumination information, and scene information.
  • FIG. 7 illustrates another exemplary flowchart of a method of recommending multimedia content according to an embodiment of the present disclosure. As shown in FIG. 7, the method steps S21, S22 and S235.
  • step S21 in response to triggering the first multimedia content in the client, a request to acquire related multimedia content is sent to the server, wherein the request includes feature information of the first multimedia content.
  • step S22 the second multimedia content recommended by the server is received, wherein the feature information of the second multimedia content matches the feature information of the first multimedia content.
  • step S235 if the number of second multimedia content is 1, the jump to the second multimedia content is performed for playing.
  • the client jumps to the second multimedia content for playback, whereby the client can jump from playing the first multimedia content to playing
  • the second multimedia content enables the user to quickly view the second multimedia content without the user having to manually select to play the second multimedia content.
  • FIG. 8 illustrates a block diagram of a recommendation device for multimedia content, in accordance with an embodiment of the present disclosure.
  • the apparatus includes: a first receiving module 81, configured to receive a request for acquiring related multimedia content from a client, where the request includes the first multimedia content triggered in the client.
  • the locating module 82 is configured to search for the second multimedia content related to the first multimedia content according to the feature information of the first multimedia content, where the second multimedia The feature information of the body content matches the feature information of the first multimedia content;
  • the recommendation module 83 is configured to recommend the second multimedia content to the client.
  • the feature information of the first multimedia content includes video information of a video to which the first multimedia content belongs
  • the second multimedia content includes the first multiple The video to which the media content belongs.
  • the recommendation module 83 is configured to: return, to the client, video information of the second multimedia content and a jump play instruction, so that the client jumps to the The second multimedia content is played for playback.
  • the feature information of the first multimedia content further includes a time of the still photo in a video to which the still belongs Point information;
  • the recommendation module 83 is configured to: when the first multimedia content is a still, returning video information of the video to which the still belongs belongs to the client, so that the client The still picture starts playing the video to which the still belongs belongs at the time point in the video to which the still belongs.
  • the feature information of the first multimedia content further includes a video of the video segment to which the video segment belongs a start time point information or an end time point message;
  • the recommendation module 83 is configured to: when the first multimedia content is a video clip, return a video to which the video clip belongs to the client Video information, such that the client plays the video to which the video clip belongs from the start time point or end time point of the video clip in the video to which the video clip belongs.
  • the feature information includes one or more of character information, color information, illumination information, and scene information.
  • the request by receiving a request for acquiring related multimedia content from a client, the request includes feature information of the first multimedia content that is triggered in the client, and searching according to the feature information of the first multimedia content. a second multimedia content related to the multimedia content, and recommending the second multimedia content to the client, thereby enabling the recommendation of the multimedia content to be actively requested by the client, thereby improving the multimedia content.
  • Recommended efficiency by receiving a request for acquiring related multimedia content from a client, the request includes feature information of the first multimedia content that is triggered in the client, and searching according to the feature information of the first multimedia content. a second multimedia content related to the multimedia content, and recommending the second multimedia content to the client, thereby enabling the recommendation of the multimedia content to be actively requested by the client, thereby improving the multimedia content. Recommended efficiency.
  • FIG. 9 illustrates a block diagram of a recommendation device of multimedia content according to another embodiment of the present disclosure.
  • the apparatus includes: a sending module 91, configured to send, to the server, a request for acquiring related multimedia content, in response to triggering the first multimedia content in the client, wherein the request includes the first Feature information of a multimedia content; the second receiving module 92 is configured to receive the second multimedia content recommended by the server, where the feature information of the second multimedia content is related to the first multimedia The feature information of the body content matches.
  • FIG. 10 illustrates an exemplary block diagram of a recommendation device for multimedia content according to an embodiment of the present disclosure. As shown in Figure 10:
  • the feature information of the first multimedia content includes video information of a video to which the first multimedia content belongs
  • the second multimedia content includes the first multiple The video to which the media content belongs.
  • the second receiving module 92 is configured to: receive video information of the second multimedia content returned by the server, and jump play instructions.
  • the device further includes a first playing module 93, configured to jump to the second multimedia content for playing according to the video information of the second multimedia content and the jump play instruction.
  • the feature information of the first multimedia content further includes a time of the still photo in a video to which the still belongs Point information.
  • the second receiving module 92 is configured to: when the first multimedia content is a still, receive video information of a video to which the still photo returned by the server belongs.
  • the device further includes a second playing module 94, configured to play a video to which the still belongs belongs according to the video information of the video to which the still belongs, starting from a point in time in the video to which the still belongs.
  • the feature information of the first multimedia content further includes a video of the video segment to which the video segment belongs Start time point information or end time point information.
  • the second receiving module 92 is configured to: when the first multimedia content is a video segment, receive video information of a video to which the video segment returned by the server belongs.
  • the device further includes a third playing module 95, configured to start playing according to the video information of the video to which the video clip belongs, from a start time point or an end time point of the video clip in the video to which the video clip belongs. The video to which the video clip belongs.
  • the feature information includes one or more of character information, color information, illumination information, and scene information.
  • the server by responding to the triggering of the first multimedia content in the client, the server sends a request for acquiring the related multimedia content, and receives the second multimedia content recommended by the server, thereby being able to actively request the client.
  • the recommendation efficiency of the multimedia content can be improved.
  • FIG. 11 is a block diagram of an apparatus 800 for recommending multimedia content, according to an exemplary embodiment.
  • device 800 can be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a gaming console, a tablet device, a medical device, a fitness device, a personal digital assistant, and the like.
  • apparatus 800 can include one or more of the following components: processing component 802, memory 804, power component 806, multimedia component 808, audio component 810, input/output (I/O) interface 812, sensor component 814, And a communication component 816.
  • Processing component 802 typically controls the overall operation of device 800, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations.
  • Processing component 802 can include one or more processors 820 to execute instructions to perform all or part of the steps of the above described methods.
  • processing component 802 can include one or more modules to facilitate interaction between component 802 and other components.
  • processing component 802 can include a multimedia module to facilitate interaction between multimedia component 808 and processing component 802.
  • Memory 804 is configured to store various types of data to support operation at device 800. Examples of such data include instructions for any application or method operating on device 800, contact data, phone book data, messages, pictures, videos, and the like.
  • the memory 804 can be implemented by any type of volatile or non-volatile storage device, or a combination thereof, such as static random access memory (SRAM), electrically erasable programmable read only memory (EEPROM), erasable.
  • SRAM static random access memory
  • EEPROM electrically erasable programmable read only memory
  • EPROM Electrically erasable programmable read only memory
  • PROM Programmable Read Only Memory
  • ROM Read Only Memory
  • Magnetic Memory Flash Memory
  • Disk Disk or Optical Disk.
  • Power component 806 provides power to various components of device 800.
  • Power component 806 can include a power management system, one or more power sources, and other components associated with generating, managing, and distributing power for device 800.
  • the multimedia component 808 includes a screen between the device 800 and the user that provides an output interface.
  • the screen can include a liquid crystal display (LCD) and a touch panel (TP). If the screen includes a touch panel, the screen can be implemented as a touch screen to receive input signals from the user.
  • the touch panel includes one or more touch sensors to sense touches, swipes, and gestures on the touch panel. The touch sensor may sense not only the boundary of the touch or sliding action, but also the duration and pressure associated with the touch or slide operation.
  • the multimedia component 808 includes a front camera and/or a rear camera. When the device 800 is in an operation mode, such as a shooting mode or a video mode, the front camera and/or the rear camera can receive external multimedia data. Each front and rear camera can be a fixed optical lens system or have focal length and optical zoom capabilities.
  • the audio component 810 is configured to output and/or input an audio signal.
  • the audio component 810 includes a microphone (MIC) that is configured to receive an external audio signal when the device 800 is in an operational mode, such as a call mode, a recording mode, and a voice recognition mode.
  • the received audio signal may be further stored in memory 804 or transmitted via communication component 816.
  • the audio component 810 also includes a speaker for outputting an audio signal.
  • the I/O interface 812 provides an interface between the processing component 802 and the peripheral interface module, which may be a keyboard, a click wheel, a button, or the like. These buttons may include, but are not limited to, a home button, a volume button, a start button, and a lock button.
  • Sensor assembly 814 includes one or more sensors for providing device 800 with a status assessment of various aspects.
  • sensor assembly 814 can detect an open/closed state of device 800, relative positioning of components, such as the display and keypad of device 800, and sensor component 814 can also detect a change in position of one component of device 800 or device 800. The presence or absence of user contact with device 800, device 800 orientation or acceleration/deceleration, and temperature variation of device 800.
  • Sensor assembly 814 can include a proximity sensor configured to detect the presence of nearby objects without any physical contact.
  • Sensor assembly 814 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications.
  • the sensor assembly 814 can also include an acceleration sensor, a gyro sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
  • Communication component 816 is configured to facilitate wired or wireless communication between device 800 and other devices.
  • the device 800 can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof.
  • communication component 816 receives broadcast signals or broadcast associated information from an external broadcast management system via a broadcast channel.
  • the communication component 816 also includes a near field communication (NFC) module to facilitate short range communication.
  • NFC near field communication
  • the NFC module can be implemented based on radio frequency identification (RFID) technology, infrared data association (IrDA) technology, ultra-wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.
  • RFID radio frequency identification
  • IrDA infrared data association
  • UWB ultra-wideband
  • Bluetooth Bluetooth
  • device 800 may be implemented by one or more application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable A gate array (FPGA), controller, microcontroller, microprocessor, or other electronic component implementation for performing the above methods.
  • ASICs application specific integrated circuits
  • DSPs digital signal processors
  • DSPDs digital signal processing devices
  • PLDs programmable logic devices
  • FPGA field programmable A gate array
  • controller microcontroller, microprocessor, or other electronic component implementation for performing the above methods.
  • a non-transitory computer readable storage medium such as a memory 804 comprising computer program instructions executable by processor 820 of apparatus 800 to perform the above method.
  • FIG. 12 is a block diagram of an apparatus 1900 for recommending multimedia content, according to an exemplary embodiment.
  • device 1900 can be provided as a server.
  • apparatus 1900 includes a processing component 1922 that further includes one or more processors, and memory resources represented by memory 1932 for storing instructions executable by processing component 1922, such as an application.
  • An application stored in memory 1932 can include one or more modules each corresponding to a set of instructions.
  • processing component 1922 is configured to execute instructions to perform the methods described above.
  • Apparatus 1900 can also include a power supply component 1926 configured to perform power management of apparatus 1900, a wired or wireless network interface 1950 configured to connect apparatus 1900 to the network, and an input/output (I/O) interface 1958.
  • Device 1900 can operate based on an operating system stored in memory 1932, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM, or the like.
  • a non-transitory computer readable storage medium such as a memory 1932 comprising computer program instructions executable by processing component 1922 of apparatus 1900 to perform the above method.
  • the present disclosure can be a system, method, and/or computer program product.
  • the computer program product can comprise a computer readable storage medium having computer readable program instructions embodied thereon for causing a processor to implement various aspects of the present disclosure.
  • the computer readable storage medium can be a tangible device that can hold and store the instructions used by the instruction execution device.
  • the computer readable storage medium can be, for example, but not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing.
  • Non-exhaustive list of computer readable storage media include: portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM) Or flash memory), static random access memory (SRAM), portable compact disk read only memory (CD-ROM), digital versatile disk (DVD), memory stick, floppy disk, mechanical encoding device, for example, with instructions stored thereon A raised structure in the hole card or groove, and any suitable combination of the above.
  • a computer readable storage medium as used herein is not to be interpreted as a transient signal itself, such as a radio wave or other freely propagating electromagnetic wave, an electromagnetic wave propagating through a waveguide or other transmission medium (eg, a light pulse through a fiber optic cable), or through a wire The electrical signal transmitted.
  • the computer readable program instructions described herein can be downloaded from a computer readable storage medium to various computing/processing devices or downloaded to an external computer or external storage device over a network, such as the Internet, a local area network, a wide area network, and/or a wireless network.
  • the network may include copper transmission cables, fiber optic transmissions, wireless transmissions, routers, firewalls, switches, gateway computers, and/or edge servers.
  • a network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium in each computing/processing device .
  • Computer program instructions for performing the operations of the present disclosure may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine related instructions, microcode, firmware instructions, state setting data, or in one or more programming languages.
  • Source code or object code written in any combination including object oriented programming languages such as Smalltalk, C++, etc., as well as conventional procedural programming languages such as the "C" language or similar programming languages.
  • the computer readable program instructions can 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, partly on the remote computer, or entirely on the remote computer or server. carried out.
  • the remote computer can be connected to the user's computer through any kind of network, including a local area network (LAN) or wide area network (WAN), or can be connected to an external computer (eg, using an Internet service provider to access the Internet) connection).
  • the customized electronic circuit such as a programmable logic circuit, a field programmable gate array (FPGA), or a programmable logic array (PLA), can be customized by utilizing state information of computer readable program instructions.
  • Computer readable program instructions are executed to implement various aspects of the present disclosure.
  • the computer readable program instructions can be provided to a general purpose computer, a special purpose computer, or a processor of other programmable data processing apparatus to produce a machine such that when executed by a processor of a computer or other programmable data processing apparatus Means for implementing the functions/acts specified in one or more of the blocks of the flowcharts and/or block diagrams.
  • the computer readable program instructions can also be stored in a computer readable storage medium that causes the computer, programmable data processing device, and/or other device to operate in a particular manner, such that the computer readable medium storing the instructions includes An article of manufacture that includes instructions for implementing various aspects of the functions/acts recited in one or more of the flowcharts.
  • the computer readable program instructions can also be loaded onto a computer, other programmable data processing device, or other device to perform a series of operational steps on a computer, other programmable data processing device or other device to produce a computer-implemented process.
  • instructions executed on a computer, other programmable data processing apparatus, or other device implement the functions/acts recited in one or more of the flowcharts and/or block diagrams.
  • each block in the flowchart or block diagram can represent a module, a program segment, or a portion of an instruction that includes one or more components for implementing the specified logical functions.
  • Executable instructions can also occur in a different order than those illustrated in the drawings. For example, two consecutive blocks may be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending upon the functionality involved.
  • each block of the block diagrams and/or flowcharts, and combinations of blocks in the block diagrams and/or flowcharts can be implemented in a dedicated hardware-based system that performs the specified function or action. Or it can be implemented by a combination of dedicated hardware and computer instructions.

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  • Engineering & Computer Science (AREA)
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  • Signal Processing (AREA)
  • Databases & Information Systems (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

本公开涉及多媒体内容的推荐方法及装置。该方法包括：接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；向所述客户端推荐所述第二多媒体内容。本公开能够在客户端主动请求的情况下进行多媒体内容的推荐，从而能够提高多媒体内容的推荐效率。

Description

多媒体内容的推荐方法及装置 技术领域
本公开涉及多媒体技术领域，尤其涉及一种多媒体内容的推荐方法及装置。
背景技术
相关技术中，通常根据用户的标签与多媒体内容的标签的相似度，向用户推荐多媒体内容。这种多媒体内容的推荐方式为被动的推荐方式，即用户被动接受多媒体平台推荐的多媒体内容。这种多媒体内容的推荐方式常常在用户不需要被推荐多媒体内容时向用户推荐多媒体内容，因此推荐效率较低。
发明内容
有鉴于此，本公开提出了一种多媒体内容的推荐方法及装置。
根据本公开的第一方面，提供了一种多媒体内容的推荐方法，包括：
接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；
根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；
向所述客户端推荐所述第二多媒体内容。
根据本公开的第二方面，提供了一种多媒体内容的推荐方法，包括：
响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，所述请求包括所述第一多媒体内容的特征信息；
接收所述服务器推荐的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配。
根据本公开的第三方面，提供了一种多媒体内容的推荐装置，包括：
第一接收模块，用于接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；
查找模块，用于根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；
推荐模块，用于向所述客户端推荐所述第二多媒体内容。
根据本公开的第四方面，提供了一种多媒体内容的推荐装置，包括：
发送模块，用于响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，所述请求包括所述第一多媒体内容的特征信息；
第二接收模块，用于接收所述服务器推荐的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配。
根据本公开的第五方面，提供了一种多媒体内容的推荐装置，包括：处理器；用于存储处理器可执行指令的存储器；其中，所述处理器被配置为执行本公开第一方面的多媒体内容的推荐方法。
根据本公开的第六方面，提供了一种多媒体内容的推荐装置，包括：处理器；用于存储处理器可执行指令的存储器；其中，所述处理器被配置为执行本公开第二方面的多媒体内容的推荐方法。
根据本公开的第七方面，提供了一种非易失性计算机可读存储介质，其上存储有计算机程序指令，其中，所述计算机程序指令被处理器执行时实现本公开第一方面的多媒体内容的推荐方法。
根据本公开的第八方面，提供了一种非易失性计算机可读存储介质，其上存储有计算机程序指令，其中，所述计算机程序指令被处理器执行时实现本公开第二方面的多媒体内容的推荐方法。
本公开的各方面的多媒体内容的推荐方法及装置通过接收来自于客户端的获取相关多媒体内容的请求，该请求包括该客户端中被触发的第一多媒体内容的特征信息，根据第一多媒体内容的特征信息，查找与第一多媒体内容相关的第二多媒体内容，并向该客户端推荐第二多媒体内容，由此能够在客户端主动请求的情况下进行多媒体内容的推荐，从而能够提高多媒体内容的推荐效率。
根据下面参考附图对示例性实施例的详细说明，本公开的其它特征及方面将变得清楚。
附图说明
包含在说明书中并且构成说明书的一部分的附图与说明书一起示出了本公开的示例性实施例、特征和方面，并且用于解释本公开的原理。
图1示出根据本公开一实施例的多媒体内容的推荐方法的流程图。
图2示出根据本公开另一实施例的多媒体内容的推荐方法的流程图。
图3示出根据本公开一实施例的多媒体内容的推荐方法的一示例性的流程图。
图4示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。
图5示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。
图6示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。
图7示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。
图8示出根据本公开一实施例的多媒体内容的推荐装置的框图。
图9示出根据本公开另一实施例的多媒体内容的推荐装置的框图。
图10示出根据本公开一实施例的多媒体内容的推荐装置的一示例性的框图。
图11是根据一示例性实施例示出的一种用于多媒体内容的推荐的装置800的框图。
图12是根据一示例性实施例示出的一种用于多媒体内容的推荐的装置1900的框图。
具体实施方式
以下将参考附图详细说明本公开的各种示例性实施例、特征和方面。附图中相同的附图标记表示功能相同或相似的元件。尽管在附图中示出了实施例的各种方面，但是除非特别指出，不必按比例绘制附图。
在这里专用的词“示例性”意为“用作例子、实施例或说明性”。这里作为“示例性”所说明的任何实施例不必解释为优于或好于其它实施例。
另外，为了更好的说明本公开，在下文的具体实施方式中给出了众多的具体细节。本领域技术人员应当理解，没有某些具体细节，本公开同样可以实施。在一些实例中，对于本领域技术人员熟知的方法、手段、元件和电路未作详细描述，以便于凸显本公开的主旨。
图1示出根据本公开一实施例的多媒体内容的推荐方法的流程图。该方法可以应用于服务器中。如图1所示，该方法包括步骤S11至步骤S13。
在步骤S11中，接收来自于客户端的获取相关多媒体内容的请求，其中，该请求包括该客户端中被触发的第一多媒体内容的特征信息。
本实施例中的多媒体内容可以为图片、音频或者视频等，在此不作限定。
在本实施例中，客户端可以通过触发第一多媒体内容来发出第一多媒体内容对应的获取相关多媒体内容的请求，该获取相关多媒体内容的请求用于获取与第一多媒体内容相关的多媒体内容。
在一种可能的实现方式中，客户端可以在第一多媒体内容的展示界面显示预设按钮，在该预设按钮被触发的情况下，确定第一多媒体内容被触发。
作为该实现方式的一个示例，可以在预设按钮上显示“找相关”的文字。
在本实施例中，若客户端中的第一多媒体内容被触发，则可以确定用户主动想找寻与第一多媒体内容相关的多媒体内容。
在本实施例中，该请求包括第一多媒体内容的特征信息。特征信息可以是任何可以表示第一多媒体内容的特征的信息。特征信息可用于寻找与第一多媒体内容相关的第二多媒体内容。
例如，若第一多媒体内容为视频中的剧照，则第一多媒体内容的特征信息可以包括该剧照所属的视频的视频信息；若第一多媒体内容为视频中的视频片段，则第一多媒体内容的特征信息可以包括该视频片段所属的视频的视频信息；若第一多媒体内容为视频，则第一多媒体内容的特征信息可以包括该视频的视频信息。其中，视频的视频信息可以包括视频的地址和名称中的一项或两项，还可以包括视频的类型、标签、上传时间、上传者和时间长度等中的一项或多项。
在步骤S12中，根据第一多媒体内容的特征信息，查找与第一多媒体内容相关的第二多媒体内容，其中，第二多媒体内容的特征信息与第一多媒体内容的特征信息相匹配。
在本实施例中，服务器可以从多媒体内容库中查找与第一多媒体内容相关的第二多媒体内容。其中，第二多媒体内容的数量可以为1个或多个。
在步骤S13中，向该客户端推荐第二多媒体内容。
例如，在第二多媒体内容为视频的情况下，可以将第二多媒体内容的视频地址发送至该客户端。
本实施例通过接收来自于客户端的获取相关多媒体内容的请求，该请求包括该客户端中被触发的第一多媒体内容的特征信息，根据第一多媒体内容的特征信息，查找与第一多媒体内容相关的第二多媒体内容，并向该客户端推荐第二多媒体内容，由此能够在客户端主动请求的情况下进行多媒体内容的推荐，从而能够提高多媒体内容的推荐效率。其中，多媒体内容的推荐效率可以等于多媒体内容被点击的次数与多媒体内容被推荐的次数的比值，在此不作限定。
在一种可能的实现方式中，在步骤S11之前，该方法还可以包括：通过服务器中的内容分析平台对多媒体内容库中的多媒体内容进行分析处理，以获得第一多媒体内容和/或第一多媒体内容的特征信息，以及第二多媒体内容和/或第二多媒体内容的特征信息。
作为该实现方式的一个示例，对多媒体内容库中的多媒体内容进行分析处理可以包括：从多媒体内容库的一个视频中提取热门的剧照或视频片段，并可以将热门的剧照或热门的视频片段作为新的多媒体内容存储在多媒体内容库中，作为第一多媒体内容供客户端播放。其中，热门的剧照可以指播放量大于第一阈值的剧照，热门的视频片段可以指播放量大于第二阈值的视频片段，在此不作限定。可将剧照或视频片段所属视频的视频信息作为其特征信息，与剧照或视频片段绑定。
作为该实现方式的另一个示例，对多媒体内容库中的多媒体内容进行分析处理可以包括：对多媒体内容进行分析，确定多媒体内容的人物信息、色彩信息、光照信息和场景信息中的一项或多项。例如，在多媒体内容中包括人物的情况下，人物信息可以包括人物的真实姓名和角色名中的一项或两项；多媒体内容的色彩信息可以为暖色调或者冷色调；多媒体内容的光照信息可以为阴暗或者明亮；多媒体内容的场景信息可以为飙车场景、武打场景或者谈话场景等。这些信息可以作为特征信息与第一多媒体内容和第二多媒体内容绑定。
作为该实现方式的另一个示例，对多媒体内容库中的多媒体内容进行分析处理可以包括：分析多媒体内容库中的各个多媒体内容的标签。标签也可以作为特征信息。
在一种可能的实现方式中，第一多媒体内容的特征信息包括第一多媒体内容所属的视频的视频信息，第二多媒体内容包括第一多媒体内容所属的视频。
作为该实现方式的一个示例，在第一多媒体内容为剧照的情况下，第一多媒体内容的特征信息包括该剧照所属的视频的视频信息，第二多媒体内容包括该剧照所属的视频。根据该示例，当客户端播放剧照时，若客户端检测到该剧照被触发，则可以向服务器发出该剧照对应的获取相关多媒体内容的请求。服务器可以根据该请求，向客户端推荐该剧照所属的视频，以使用户能够快速观看该剧照所属的视频，而无需用户手动搜索该剧照所属的视频。
需要说明的是，本实施例中的剧照可以为任意一个视频中的任意一个视频帧，而不限于电视剧视频中的视频帧。
作为该实现方式的另一个示例，在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息，第二多媒体内容包括该视频片段所属的视频。根据该示例，当客户端播放视频片段时，若客户端检测到该视频片段被触发，则可以向服务器发出该视频片段对应的获取相关多媒体内容的请求。服务器可以根据该请求，向客户端推荐该视频片段所属的视频，以使用户能够快速观看该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频。
在一种可能的实现方式中，向该客户端推荐第二多媒体内容，包括：向该客户端返回第二多媒体内容的视频信息以及跳转播放指令，以使该客户端跳转至第二多媒体内容进行播放。
作为该实现方式的一个示例，向该客户端推荐第二多媒体内容，包括：在第一多媒体内容为剧照的情况下，向该客户端返回该剧照所属的视频的视频信息以及跳转播放指令，以使该客户端跳转至该剧照所属的视频进行播放。根据该示例，通过向客户端返回该剧照所属的视频的视频信息以及跳转播放指令，能够使客户端从播放该剧照跳转至播放该剧照所属的视频，从而使用户能够快速观看该剧照 所属的视频，而无需用户手动搜索该剧照所属的视频以及手动选择播放该剧照所属的视频。
作为该实现方式的另一个示例，向该客户端推荐第二多媒体内容，包括：在第一多媒体内容为视频片段的情况下，向该客户端返回该视频片段所属的视频的视频信息以及跳转播放指令，以使该客户端跳转至该视频片段所属的视频进行播放。根据该示例，通过向客户端返回该视频片段所属的视频的视频信息以及跳转播放指令，能够使客户端从播放该视频片段跳转至播放该视频片段所属的视频，从而使用户能够快速观看该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频以及手动选择播放该视频片段所属的视频。
在一种可能的实现方式中，在第一多媒体内容为剧照的情况下，第一多媒体内容的特征信息包括该剧照所属的视频的视频信息以及该剧照在该剧照所属的视频中的时间点信息；向该客户端推荐第二多媒体内容，包括：在第一多媒体内容为剧照的情况下，向该客户端返回该剧照所属的视频的视频信息，以使该客户端从该剧照在该剧照所属的视频中的时间点开始播放该剧照所属的视频。其中，服务器向该客户端返回的该剧照所属的视频的视频信息中可以包括该剧照在该剧照所属的视频中的时间点信息。根据该实现方式，通过向该客户端返回该剧照所属的视频的视频信息，能够使客户端从该剧照在该剧照所属的视频中的时间点开始播放该剧照所属的视频，而无需用户手动搜索该剧照所属的视频、手动选择播放该剧照所属的视频以及手动将进度条拖至该剧照在该剧照所属的视频中的时间点。
在一种可能的实现方式中，在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息以及该视频片段在该视频片段所属的视频中的结束时间点信息；向该客户端推荐第二多媒体内容，包括：在第一多媒体内容为视频片段的情况下，向该客户端返回该视频片段所属的视频的视频信息，以使该客户端从该视频片段在该视频片段所属的视频中的结束时间点开始播放该视频片段所属的视频。其中，服务器向该客户端返回的该视频片段所属的视频的视频信息中可以包括该视频片段在该视频片段所属的视频中的结束时间点信息。根据该实现方式，通过向该客户端返回该视频片段所属的视频的视频信息，能够使客户端从该视频片段在该视频片段所属的视频中的结束时间点开始播放该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频、手动选择播放该视频片段所属的视频以及手动将进度条拖至该视频片段在该视频片段所属的视频中的结束时间点。
在另一种可能的实现方式中，在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息以及该视频片段在该视频片段所属的视频中的开始时间点信息；向该客户端推荐第二多媒体内容，包括：在第一多媒体内容为视频片段的情况下，向该客户端返回该视频片段所属的视频的视频信息，以使该客户端从该视频片段在该视频片段所属的视频中的开始时间点开始播放该视频片段所属的视频。其中，服务器向该客户端返回的该视频片段所属的视频的视频信息中可以包括该视频片段在该视频片段所属的视频中的开始时间点信息。根据该实现方式，通过向该客户端返回该视频片段所属的视频的视频信息，能够使客户端从该视频片段在该视频片段所属的视频中的开始时间点开始播放该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频、手动选择播放该视频片段所属的视频以及手动将进度条拖至该视频片段在该视频片段所属的视频中的开始时间点。
在一种可能的实现方式中，特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
在一种可能的实现方式中，可以根据第一多媒体内容的特征信息与待选多媒体内容的特征信息，计算第一多媒体内容与待选多媒体内容的相关性，并可以在第一多媒体内容与待选多媒体内容的相关性大于第三阈值的情况下，将该待选多媒体内容确定为与第一多媒体内容相关的第二多媒体内容。
例如，可以采用式1计算第一多媒体内容与待选多媒体内容的相关性S：
S＝α 1A 1+α 2A 2+α 3A 3+α 4A 4    式1，
其中，A 1表示第一多媒体内容与待选多媒体内容的人物相关性，A 2表示第一多媒体内容与待选 多媒体内容的色彩相关性，A 3表示第一多媒体内容与待选多媒体内容的光照相关性，A 4表示第一多媒体内容与待选多媒体内容的场景相关性，α 1表示第一多媒体内容与待选多媒体内容的人物相关性对应的权重，α 2表示第一多媒体内容与待选多媒体内容的色彩相关性对应的权重，α 3表示第一多媒体内容与待选多媒体内容的光照相关性对应的权重，α 4表示第一多媒体内容与待选多媒体内容的场景相关性对应的权重，α 1、α 2、α 3和α 4均大于或等于0。
作为本实施例的一个示例，在第一多媒体内容与待选多媒体内容中有相同的人物的情况下，第一多媒体内容与待选多媒体内容的人物相关性为1；在第一多媒体内容与待选多媒体内容中没有相同的人物的情况下，第一多媒体内容与待选多媒体内容的人物相关性为0。
作为本实施例的一个示例，可以将多媒体内容的色彩的冷暖分为5级。若第一多媒体内容与待选多媒体内容的色彩属于同一级，则第一多媒体内容与待选多媒体内容的色彩相关性为1；若第一多媒体内容与待选多媒体内容的色彩相差1级，则第一多媒体内容与待选多媒体内容的色彩相关性为0.8；若第一多媒体内容与待选多媒体内容的色彩相差2级，则第一多媒体内容与待选多媒体内容的色彩相关性为0.6；若第一多媒体内容与待选多媒体内容的色彩相差3级，则第一多媒体内容与待选多媒体内容的色彩相关性为0.4；若第一多媒体内容与待选多媒体内容的色彩相差4级，则第一多媒体内容与待选多媒体内容的色彩相关性为0.2。
作为本实施例的一个示例，可以将多媒体内容的光照强度分为4级。若第一多媒体内容与待选多媒体内容的光照属于同一级，则第一多媒体内容与待选多媒体内容的光照相关性为1；若第一多媒体内容与待选多媒体内容的光照相差1级，则第一多媒体内容与待选多媒体内容的光照相关性为0.7；若第一多媒体内容与待选多媒体内容的光照相差2级，则第一多媒体内容与待选多媒体内容的光照相关性为0.4；若第一多媒体内容与待选多媒体内容的光照相差3级，则第一多媒体内容与待选多媒体内容的光照相关性为0.1。
作为本实施例的一个示例，可以将多媒体内容的场景的剧烈程度分为3级。若第一多媒体内容与待选多媒体内容的场景属于同一级，则第一多媒体内容与待选多媒体内容的场景相关性为1；若第一多媒体内容与待选多媒体内容的场景相差1级，则第一多媒体内容与待选多媒体内容的场景相关性为0.6；若第一多媒体内容与待选多媒体内容的场景相差2级，则第一多媒体内容与待选多媒体内容的场景相关性为0.2。其中，场景的剧烈程度可以根据相邻帧的相似度确定。相邻帧的相似度越大，则多媒体内容的场景的剧烈程度越低；相邻帧的相似度越小，则多媒体内容的场景的剧烈程度越高。
在一种可能的实现方式中，向该客户端推荐第二多媒体内容，包括：在第二多媒体内容的数量为1的情况下，向该客户端返回第二多媒体内容对应的跳转播放指令，以使该客户端跳转至第二多媒体内容进行播放。根据该实现方式，通过在仅存在一个第二多媒体内容的情况下，向客户端返回第二多媒体内容对应的跳转播放指令，能够使客户端从播放第一多媒体内容跳转至播放第二多媒体内容，从而使用户能够快速观看第二多媒体内容，而无需用户手动选择播放第二多媒体内容。
在一种可能的实现方式中，向该客户端推荐第二多媒体内容，包括：在第二多媒体内容的数量大于1且小于或等于N的情况下，向该客户端返回所有第二多媒体内容，其中，N为大于1的整数；在第二多媒体内容的数量大于N的情况下，向该客户端返回N个第二多媒体内容。在该实现方式中，服务器向客户端推荐的第二多媒体内容的数量最多可以为N。若与第一多媒体内容相关的第二多媒体内容的数量大于N，则从所有第二多媒体内容中筛选出N个第二多媒体内容进行推荐。
作为该实现方式的一个示例，在第二多媒体内容的数量大于N的情况下，可以根据将与第一多媒体内容的相关性最大的N个第二多媒体内容推荐给客户端。其中，第二多媒体内容与第一多媒体内容的相关性可以根据第二多媒体内容与第一多媒体内容的人物信息、色彩信息、光照信息和场景信息等 中的一项或多项确定。
图2示出根据本公开另一实施例的多媒体内容的推荐方法的流程图。该方法可以应用于手机、平板电脑、笔记本电脑或者PC(Personal Computer，个人计算机)等客户端中。如图2所示，该方法包括步骤S21和步骤S22。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
本实施例中的多媒体内容可以为图片、音频或者视频等，在此不作限定。
在本实施例中，客户端可以通过触发第一多媒体内容来发出第一多媒体内容对应的获取相关多媒体内容的请求，该获取相关多媒体内容的请求用于获取与第一多媒体内容相关的多媒体内容。
在一种可能的实现方式中，客户端可以在第一多媒体内容的展示界面显示预设按钮，在该预设按钮被触发的情况下，确定第一多媒体内容被触发。
作为该实现方式的一个示例，可以在预设按钮上显示“找相关”的文字。
在本实施例中，若客户端中的第一多媒体内容被触发，则可以确定用户主动想找寻与第一多媒体内容相关的多媒体内容。
在本实施例中，该请求包括第一多媒体内容的特征信息。例如，若第一多媒体内容为视频中的剧照，则第一多媒体内容的特征信息可以包括该剧照所属的视频的视频信息；若第一多媒体内容为视频中的视频片段，则第一多媒体内容的特征信息可以包括该视频片段所属的视频的视频信息；若第一多媒体内容为视频，则第一多媒体内容的特征信息可以包括该视频的视频信息。其中，视频的视频信息可以包括视频的地址和名称中的一项或两项，还可以包括视频的类型、标签、上传时间、上传者和时间长度等中的一项或多项。
在步骤S22中，接收该服务器推荐的第二多媒体内容，其中，第二多媒体内容的特征信息与第一多媒体内容的特征信息相匹配。
其中，第二多媒体内容的数量可以为1个或多个。
本实施例通过响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，并接收该服务器推荐的第二多媒体内容，由此能够在客户端主动请求的情况下获取服务器推荐的多媒体内容，从而能够提高多媒体内容的推荐效率。
在一种可能的实现方式中，第一多媒体内容的特征信息包括第一多媒体内容所属的视频的视频信息，第二多媒体内容包括第一多媒体内容所属的视频。
作为该实现方式的一个示例，在第一多媒体内容为剧照的情况下，第一多媒体内容的特征信息包括该剧照所属的视频的视频信息，第二多媒体内容包括该剧照所属的视频。根据示例，当客户端播放剧照时，若客户端检测到该剧照被触发，则可以向服务器发出该剧照对应的获取相关多媒体内容的请求。服务器可以根据该请求，向客户端推荐该剧照所属的视频，以使用户能够快速观看该剧照所属的视频，而无需用户手动搜索该剧照所属的视频。
作为该实现方式的另一个示例，在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息，第二多媒体内容包括该视频片段所属的视频。根据该示例，当客户端播放视频片段时，若客户端检测到该视频片段被触发，则可以向服务器发出该视频片段对应的获取相关多媒体内容的请求。服务器可以根据该请求，向客户端推荐该视频片段所属的视频，客户端接收服务器推荐的该视频片段所属的视频，以使用户能够快速观看该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频。
图3示出根据本公开一实施例的多媒体内容的推荐方法的一示例性的流程图。如图3所示，该方法步骤S21、步骤S221和步骤S231。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
在步骤S221中，接收服务器返回的第二多媒体内容的视频信息以及跳转播放指令。
在步骤S231中，根据第二多媒体内容的视频信息以及跳转播放指令，跳转至所述第二多媒体内容 进行播放。
作为本实施例的一个示例，在第一多媒体内容为剧照的情况下，第一多媒体内容的特征信息包括该剧照所属的视频的视频信息，接收该服务器返回的该剧照所属的视频的视频信息以及跳转播放指令，并根据该剧照所属的视频的视频信息以及跳转播放指令，跳转至该剧照所属的视频进行播放。根据该示例，客户端根据该剧照所属的视频的视频信息以及跳转播放指令，播放该剧照所属的视频，由此能够从播放该剧照跳转至播放该剧照所属的视频，从而使用户能够快速观看该剧照所属的视频，而无需用户手动搜索该剧照所属的视频以及手动选择播放该剧照所属的视频。
作为本实施例的另一个示例，在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息，接收该服务器返回的该视频片段所属的视频的视频信息以及跳转播放指令，并根据该视频片段所属的视频的视频信息以及跳转播放指令，跳转至该视频片段所属的视频进行播放。根据该示例，客户端根据该视频片段所属的视频的视频信息以及跳转播放指令，播放该视频片段所属的视频，从而使用户能够快速观看该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频以及手动选择播放该视频片段所属的视频。
图4示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。如图4所示，该方法步骤S21、步骤S222和步骤S232。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
在第一多媒体内容为剧照的情况下，第一多媒体内容的特征信息包括该剧照所属的视频的视频信息以及该剧照在该剧照所属的视频中的时间点信息。
在步骤S222中，在第一多媒体内容为剧照的情况下，接收该服务器返回的该剧照所属的视频的视频信息。
在步骤S232中，根据该剧照所属的视频的视频信息，从该剧照在该剧照所属的视频中的时间点开始播放该剧照所属的视频。
根据该示例，客户端根据该剧照所属的视频的视频信息，从该剧照在该剧照所属的视频中的时间点开始播放该剧照所属的视频，而无需用户手动搜索该剧照所属的视频、手动选择播放该剧照所属的视频以及手动将进度条拖至该剧照在该剧照所属的视频中的时间点。
图5示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。如图5所示，该方法步骤S21、步骤S223和步骤S233。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频的视频信息以及该视频片段在该视频片段所属的视频中的结束时间点信息。
在步骤S223中，在第一多媒体内容为视频片段的情况下，接收该服务器返回的该视频片段所属的视频的视频信息。
在步骤S233中，根据该视频片段所属的视频的视频信息，从该视频片段在该视频片段所属的视频中的结束时间点开始播放该视频片段所属的视频。
根据该示例，客户端根据该视频片段所属的视频的视频信息，从该视频片段在该视频片段所属的视频中的结束时间点开始播放该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频、手动选择播放该视频片段所属的视频以及手动将进度条拖至该视频片段在该视频片段所属的视频中的结束时间点。
图6示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。如图6所示，该方法步骤S21、步骤S224和步骤S234。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
在第一多媒体内容为视频片段的情况下，第一多媒体内容的特征信息包括该视频片段所属的视频 的视频信息以及该视频片段在该视频片段所属的视频中的开始时间点信息。
在步骤S224中，在第一多媒体内容为视频片段的情况下，接收该服务器返回的该视频片段所属的视频的视频信息。
在步骤S234中，根据该视频片段所属的视频的视频信息，从该视频片段在该视频片段所属的视频中的开始时间点开始播放该视频片段所属的视频。
根据该示例，客户端根据该视频片段所属的视频的视频信息，从该视频片段在该视频片段所属的视频中的开始时间点开始播放该视频片段所属的视频，而无需用户手动搜索该视频片段所属的视频、手动选择播放该视频片段所属的视频以及手动将进度条拖至该视频片段在该视频片段所属的视频中的开始时间点。
在一种可能的实现方式中，特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
图7示出根据本公开一实施例的多媒体内容的推荐方法的另一示例性的流程图。如图7所示，该方法步骤S21、步骤S22和步骤S235。
在步骤S21中，响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，该请求包括第一多媒体内容的特征信息。
在步骤S22中，接收该服务器推荐的第二多媒体内容，其中，第二多媒体内容的特征信息与第一多媒体内容的特征信息相匹配。
在步骤S235中，在第二多媒体内容的数量为1的情况下，跳转至第二多媒体内容进行播放。
根据该示例，在仅存在一个第二多媒体内容的情况下，客户端跳转至第二多媒体内容进行播放，由此客户端能够从从播放第一多媒体内容跳转至播放第二多媒体内容，从而使用户能够快速观看第二多媒体内容，而无需用户手动选择播放第二多媒体内容。
图8示出根据本公开一实施例的多媒体内容的推荐装置的框图。如图8所示，该装置包括：第一接收模块81，用于接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；查找模块82，用于根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；推荐模块83，用于向所述客户端推荐所述第二多媒体内容。
在一种可能的实现方式中，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
在一种可能的实现方式中，所述推荐模块83用于：向所述客户端返回所述第二多媒体内容的视频信息以及跳转播放指令，以使所述客户端跳转至所述第二多媒体内容进行播放。
在一种可能的实现方式中，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息；所述推荐模块83用于：在所述第一多媒体内容为剧照的情况下，向所述客户端返回所述剧照所属的视频的视频信息，以使所述客户端从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
在一种可能的实现方式中，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信；所述推荐模块83用于：在所述第一多媒体内容为视频片段的情况下，向所述客户端返回所述视频片段所属的视频的视频信息，以使所述客户端从所述视频片段在所述视频片段所属的视频中的开始时间点或者结束时间点开始播放所述视频片段所属的视频。
在一种可能的实现方式中，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
本实施例通过接收来自于客户端的获取相关多媒体内容的请求，该请求包括该客户端中被触发的第一多媒体内容的特征信息，根据第一多媒体内容的特征信息，查找与第一多媒体内容相关的第二多媒体内容，并向该客户端推荐第二多媒体内容，由此能够在客户端主动请求的情况下进行多媒体内容的推荐，从而能够提高多媒体内容的推荐效率。
图9示出根据本公开另一实施例的多媒体内容的推荐装置的框图。如图9所示，该装置包括：发送模块91，用于响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，所述请求包括所述第一多媒体内容的特征信息；第二接收模块92，用于接收所述服务器推荐的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配。
图10示出根据本公开一实施例的多媒体内容的推荐装置的一示例性的框图。如图10所示：
在一种可能的实现方式中，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
在一种可能的实现方式中，所述第二接收模块92用于：接收所述服务器返回的所述第二多媒体内容的视频信息以及跳转播放指令。所述装置还包括第一播放模块93，用于根据所述第二多媒体内容的视频信息以及所述跳转播放指令，跳转至所述第二多媒体内容进行播放。
在一种可能的实现方式中，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息。所述第二接收模块92用于：在所述第一多媒体内容为剧照的情况下，接收所述服务器返回的所述剧照所属的视频的视频信息。所述装置还包括第二播放模块94，用于根据所述剧照所属的视频的视频信息，从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
在一种可能的实现方式中，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信息。所述第二接收模块92用于：在所述第一多媒体内容为视频片段的情况下，接收所述服务器返回的所述视频片段所属的视频的视频信息。所述装置还包括第三播放模块95，用于根据所述视频片段所属的视频的视频信息，从所述视频片段在所述视频片段所属的视频中的开始时间点或结束时间点开始播放所述视频片段所属的视频。
在一种可能的实现方式中，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
本实施例通过响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，并接收该服务器推荐的第二多媒体内容，由此能够在客户端主动请求的情况下获取服务器推荐的多媒体内容，从而能够提高多媒体内容的推荐效率。
图11是根据一示例性实施例示出的一种用于多媒体内容的推荐的装置800的框图。例如，装置800可以是移动电话，计算机，数字广播终端，消息收发设备，游戏控制台，平板设备，医疗设备，健身设备，个人数字助理等。
参照图11，装置800可以包括以下一个或多个组件：处理组件802，存储器804，电源组件806，多媒体组件808，音频组件810，输入/输出(I/O)的接口812，传感器组件814，以及通信组件816。
处理组件802通常控制装置800的整体操作，诸如与显示，电话呼叫，数据通信，相机操作和记录操作相关联的操作。处理组件802可以包括一个或多个处理器820来执行指令，以完成上述的方法的全部或部分步骤。此外，处理组件802可以包括一个或多个模块，便于处理组件802和其他组件之间的交互。例如，处理组件802可以包括多媒体模块，以方便多媒体组件808和处理组件802之间的交互。
存储器804被配置为存储各种类型的数据以支持在装置800的操作。这些数据的示例包括用于在装置800上操作的任何应用程序或方法的指令，联系人数据，电话簿数据，消息，图片，视频等。存储器804可以由任何类型的易失性或非易失性存储设备或者它们的组合实现，如静态随机存取存储器(SRAM)，电可擦除可编程只读存储器(EEPROM)，可擦除可编程只读存储器(EPROM)，可编程只读存储器(PROM)，只读存储器(ROM)，磁存储器，快闪存储器，磁盘或光盘。
电源组件806为装置800的各种组件提供电力。电源组件806可以包括电源管理系统，一个或多个电源，及其他与为装置800生成、管理和分配电力相关联的组件。
多媒体组件808包括在所述装置800和用户之间的提供一个输出接口的屏幕。在一些实施例中，屏幕可以包括液晶显示器(LCD)和触摸面板(TP)。如果屏幕包括触摸面板，屏幕可以被实现为触摸屏，以接收来自用户的输入信号。触摸面板包括一个或多个触摸传感器以感测触摸、滑动和触摸面板 上的手势。所述触摸传感器可以不仅感测触摸或滑动动作的边界，而且还检测与所述触摸或滑动操作相关的持续时间和压力。在一些实施例中，多媒体组件808包括一个前置摄像头和/或后置摄像头。当装置800处于操作模式，如拍摄模式或视频模式时，前置摄像头和/或后置摄像头可以接收外部的多媒体数据。每个前置摄像头和后置摄像头可以是一个固定的光学透镜系统或具有焦距和光学变焦能力。
音频组件810被配置为输出和/或输入音频信号。例如，音频组件810包括一个麦克风(MIC)，当装置800处于操作模式，如呼叫模式、记录模式和语音识别模式时，麦克风被配置为接收外部音频信号。所接收的音频信号可以被进一步存储在存储器804或经由通信组件816发送。在一些实施例中，音频组件810还包括一个扬声器，用于输出音频信号。
I/O接口812为处理组件802和外围接口模块之间提供接口，上述外围接口模块可以是键盘，点击轮，按钮等。这些按钮可包括但不限于：主页按钮、音量按钮、启动按钮和锁定按钮。
传感器组件814包括一个或多个传感器，用于为装置800提供各个方面的状态评估。例如，传感器组件814可以检测到装置800的打开/关闭状态，组件的相对定位，例如所述组件为装置800的显示器和小键盘，传感器组件814还可以检测装置800或装置800一个组件的位置改变，用户与装置800接触的存在或不存在，装置800方位或加速/减速和装置800的温度变化。传感器组件814可以包括接近传感器，被配置用来在没有任何的物理接触时检测附近物体的存在。传感器组件814还可以包括光传感器，如CMOS或CCD图像传感器，用于在成像应用中使用。在一些实施例中，该传感器组件814还可以包括加速度传感器，陀螺仪传感器，磁传感器，压力传感器或温度传感器。
通信组件816被配置为便于装置800和其他设备之间有线或无线方式的通信。装置800可以接入基于通信标准的无线网络，如WiFi，2G或3G，或它们的组合。在一个示例性实施例中，通信组件816经由广播信道接收来自外部广播管理系统的广播信号或广播相关信息。在一个示例性实施例中，所述通信组件816还包括近场通信(NFC)模块，以促进短程通信。例如，在NFC模块可基于射频识别(RFID)技术，红外数据协会(IrDA)技术，超宽带(UWB)技术，蓝牙(BT)技术和其他技术来实现。
在示例性实施例中，装置800可以被一个或多个应用专用集成电路(ASIC)、数字信号处理器(DSP)、数字信号处理设备(DSPD)、可编程逻辑器件(PLD)、现场可编程门阵列(FPGA)、控制器、微控制器、微处理器或其他电子元件实现，用于执行上述方法。
在示例性实施例中，还提供了一种非易失性计算机可读存储介质，例如包括计算机程序指令的存储器804，上述计算机程序指令可由装置800的处理器820执行以完成上述方法。
图12是根据一示例性实施例示出的一种用于多媒体内容的推荐的装置1900的框图。例如，装置1900可以被提供为一服务器。参照图12，装置1900包括处理组件1922，其进一步包括一个或多个处理器，以及由存储器1932所代表的存储器资源，用于存储可由处理组件1922的执行的指令，例如应用程序。存储器1932中存储的应用程序可以包括一个或一个以上的每一个对应于一组指令的模块。此外，处理组件1922被配置为执行指令，以执行上述方法。
装置1900还可以包括一个电源组件1926被配置为执行装置1900的电源管理，一个有线或无线网络接口1950被配置为将装置1900连接到网络，和一个输入输出(I/O)接口1958。装置1900可以操作基于存储在存储器1932的操作系统，例如Windows ServerTM，Mac OS XTM，UnixTM,LinuxTM，FreeBSDTM或类似。
在示例性实施例中，还提供了一种非易失性计算机可读存储介质，例如包括计算机程序指令的存储器1932，上述计算机程序指令可由装置1900的处理组件1922执行以完成上述方法。
本公开可以是系统、方法和/或计算机程序产品。计算机程序产品可以包括计算机可读存储介质，其上载有用于使处理器实现本公开的各个方面的计算机可读程序指令。
计算机可读存储介质可以是可以保持和存储由指令执行设备使用的指令的有形设备。计算机可读存储介质例如可以是――但不限于――电存储设备、磁存储设备、光存储设备、电磁存储设备、半导体存储设备或者上述的任意合适的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括：便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、静态随机存取存储器(SRAM)、便携式压缩盘只读存储器(CD-ROM)、数字多 功能盘(DVD)、记忆棒、软盘、机械编码设备、例如其上存储有指令的打孔卡或凹槽内凸起结构、以及上述的任意合适的组合。这里所使用的计算机可读存储介质不被解释为瞬时信号本身，诸如无线电波或者其他自由传播的电磁波、通过波导或其他传输媒介传播的电磁波(例如，通过光纤电缆的光脉冲)、或者通过电线传输的电信号。
这里所描述的计算机可读程序指令可以从计算机可读存储介质下载到各个计算/处理设备，或者通过网络、例如因特网、局域网、广域网和/或无线网下载到外部计算机或外部存储设备。网络可以包括铜传输电缆、光纤传输、无线传输、路由器、防火墙、交换机、网关计算机和/或边缘服务器。每个计算/处理设备中的网络适配卡或者网络接口从网络接收计算机可读程序指令，并转发该计算机可读程序指令，以供存储在各个计算/处理设备中的计算机可读存储介质中。
用于执行本公开操作的计算机程序指令可以是汇编指令、指令集架构(ISA)指令、机器指令、机器相关指令、微代码、固件指令、状态设置数据、或者以一种或多种编程语言的任意组合编写的源代码或目标代码，所述编程语言包括面向对象的编程语言—诸如Smalltalk、C++等，以及常规的过程式编程语言—诸如“C”语言或类似的编程语言。计算机可读程序指令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)。在一些实施例中，通过利用计算机可读程序指令的状态信息来个性化定制电子电路，例如可编程逻辑电路、现场可编程门阵列(FPGA)或可编程逻辑阵列(PLA)，该电子电路可以执行计算机可读程序指令，从而实现本公开的各个方面。
这里参照根据本公开实施例的方法、装置(系统)和计算机程序产品的流程图和/或框图描述了本公开的各个方面。应当理解，流程图和/或框图的每个方框以及流程图和/或框图中各方框的组合，都可以由计算机可读程序指令实现。
这些计算机可读程序指令可以提供给通用计算机、专用计算机或其它可编程数据处理装置的处理器，从而生产出一种机器，使得这些指令在通过计算机或其它可编程数据处理装置的处理器执行时，产生了实现流程图和/或框图中的一个或多个方框中规定的功能/动作的装置。也可以把这些计算机可读程序指令存储在计算机可读存储介质中，这些指令使得计算机、可编程数据处理装置和/或其他设备以特定方式工作，从而，存储有指令的计算机可读介质则包括一个制造品，其包括实现流程图和/或框图中的一个或多个方框中规定的功能/动作的各个方面的指令。
也可以把计算机可读程序指令加载到计算机、其它可编程数据处理装置、或其它设备上，使得在计算机、其它可编程数据处理装置或其它设备上执行一系列操作步骤，以产生计算机实现的过程，从而使得在计算机、其它可编程数据处理装置、或其它设备上执行的指令实现流程图和/或框图中的一个或多个方框中规定的功能/动作。
附图中的流程图和框图显示了根据本公开的多个实施例的系统、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、程序段或指令的一部分，所述模块、程序段或指令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。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，两个连续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动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。
以上已经描述了本公开的各实施例，上述说明是示例性的，并非穷尽性的，并且也不限于所披露的各实施例。在不偏离所说明的各实施例的范围和精神的情况下，对于本技术领域的普通技术人员来说许多修改和变更都是显而易见的。本文中所用术语的选择，旨在最好地解释各实施例的原理、实际应用或对市场中的技术的技术改进，或者使本技术领域的其它普通技术人员能理解本文披露的各实施例。

Claims (28)

  1. 一种多媒体内容的推荐方法，其特征在于，包括：
    接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；
    根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；
    向所述客户端推荐所述第二多媒体内容。
  2. 根据权利要求1所述的方法，其特征在于，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
  3. 根据权利要求1所述的方法，其特征在于，向所述客户端推荐所述第二多媒体内容，包括：
    向所述客户端返回所述第二多媒体内容的视频信息以及跳转播放指令，以使所述客户端跳转至所述第二多媒体内容进行播放。
  4. 根据权利要求2所述的方法，其特征在于，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息；
    向所述客户端推荐所述第二多媒体内容，包括：
    在所述第一多媒体内容为剧照的情况下，向所述客户端返回所述剧照所属的视频的视频信息，以使所述客户端从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
  5. 根据权利要求2所述的方法，其特征在于，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信息；
    向所述客户端推荐所述第二多媒体内容，包括：
    在所述第一多媒体内容为视频片段的情况下，向所述客户端返回所述视频片段所属的视频的视频信息，以使所述客户端从所述视频片段在所述视频片段所属的视频中的开始时间点或者结束时间点开始播放所述视频片段所属的视频。
  6. 根据权利要求1所述的方法，其特征在于，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
  7. 一种多媒体内容的推荐方法，其特征在于，包括：
    响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，所述请求包括所述第一多媒体内容的特征信息；
    接收所述服务器推荐的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配。
  8. 根据权利要求7所述的方法，其特征在于，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
  9. 根据权利要求8所述的方法，其特征在于，接收所述服务器推荐的第二多媒体内容，包括：接收所述服务器返回的所述第二多媒体内容的视频信息以及跳转播放指令；
    在接收所述服务器推荐的第二多媒体内容之后，所述方法还包括：根据所述第二多媒体内容的视频信息以及所述跳转播放指令，跳转至所述第二多媒体内容进行播放。
  10. 根据权利要求8所述的方法，其特征在于，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息；
    接收所述服务器推荐的第二多媒体内容，包括：在所述第一多媒体内容为剧照的情况下，接收所述服务器返回的所述剧照所属的视频的视频信息；
    在接收所述服务器推荐的第二多媒体内容之后，所述方法还包括：根据所述剧照所属的视频的视频信息，从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
  11. 根据权利要求8所述的方法，其特征在于，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信息；
    接收所述服务器推荐的第二多媒体内容，包括：在所述第一多媒体内容为视频片段的情况下，接收所述服务器返回的所述视频片段所属的视频的视频信息；
    在接收所述服务器推荐的第二多媒体内容之后，所述方法还包括：根据所述视频片段所属的视频的视频信息，从所述视频片段在所述视频片段所属的视频中的开始时间点或结束时间点开始播放所述视频片段所属的视频。
  12. 根据权利要求7所述的方法，其特征在于，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
  13. 一种多媒体内容的推荐装置，其特征在于，包括：
    第一接收模块，用于接收来自于客户端的获取相关多媒体内容的请求，其中，所述请求包括所述客户端中被触发的第一多媒体内容的特征信息；
    查找模块，用于根据所述第一多媒体内容的特征信息，查找与所述第一多媒体内容相关的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配；
    推荐模块，用于向所述客户端推荐所述第二多媒体内容。
  14. 根据权利要求13所述的装置，其特征在于，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
  15. 根据权利要求14所述的装置，其特征在于，所述推荐模块用于：
    向所述客户端返回所述第二多媒体内容的视频信息以及跳转播放指令，以使所述客户端跳转至所述第二多媒体内容进行播放。
  16. 根据权利要求14所述的装置，其特征在于，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息；
    所述推荐模块用于：
    在所述第一多媒体内容为剧照的情况下，向所述客户端返回所述剧照所属的视频的视频信息，以使所述客户端从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
  17. 根据权利要求14所述的装置，其特征在于，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信息；
    所述推荐模块用于：
    在所述第一多媒体内容为视频片段的情况下，向所述客户端返回所述视频片段所属的视频的视频信息，以使所述客户端从所述视频片段在所述视频片段所属的视频中的开始时间点或者结束时间点开始播放所述视频片段所属的视频。
  18. 根据权利要求13所述的装置，其特征在于，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
  19. 一种多媒体内容的推荐装置，其特征在于，包括：
    发送模块，用于响应于对客户端中第一多媒体内容的触发，向服务器发送获取相关多媒体内容的请求，其中，所述请求包括所述第一多媒体内容的特征信息；
    第二接收模块，用于接收所述服务器推荐的第二多媒体内容，其中，所述第二多媒体内容的特征信息与所述第一多媒体内容的特征信息相匹配。
  20. 根据权利要求19所述的装置，其特征在于，所述第一多媒体内容的特征信息包括所述第一多媒体内容所属的视频的视频信息，所述第二多媒体内容包括所述第一多媒体内容所属的视频。
  21. 根据权利要求20所述的装置，其特征在于，所述第二接收模块用于：接收所述服务器返回的所述第二多媒体内容的视频信息以及跳转播放指令；
    所述装置还包括第一播放模块，用于根据所述第二多媒体内容的视频信息以及所述跳转播放指令，跳转至所述第二多媒体内容进行播放。
  22. 根据权利要求20所述的装置，其特征在于，在所述第一多媒体内容为剧照的情况下，所述第一多媒体内容的特征信息还包括所述剧照在所述剧照所属的视频中的时间点信息；
    所述第二接收模块用于：在所述第一多媒体内容为剧照的情况下，接收所述服务器返回的所述剧照所属的视频的视频信息；
    所述装置还包括第二播放模块，用于根据所述剧照所属的视频的视频信息，从所述剧照在所述剧照所属的视频中的时间点开始播放所述剧照所属的视频。
  23. 根据权利要求20所述的装置，其特征在于，在所述第一多媒体内容为视频片段的情况下，所述第一多媒体内容的特征信息还包括所述视频片段在所述视频片段所属的视频中的开始时间点信息或结束时间点信息；
    所述第二接收模块用于：在所述第一多媒体内容为视频片段的情况下，接收所述服务器返回的所述视频片段所属的视频的视频信息；
    所述装置还包括第三播放模块，用于根据所述视频片段所属的视频的视频信息，从所述视频片段在所述视频片段所属的视频中的开始时间点或结束时间点开始播放所述视频片段所属的视频。
  24. 根据权利要求19所述的装置，其特征在于，所述特征信息包括人物信息、色彩信息、光照信息和场景信息中的一项或多项。
  25. 一种多媒体内容的推荐装置，其特征在于，包括：
    处理器；
    用于存储处理器可执行指令的存储器；
    其中，所述处理器被配置为执行权利要求1至6中任意一项所述的方法。
  26. 一种多媒体内容的推荐装置，其特征在于，包括：
    处理器；
    用于存储处理器可执行指令的存储器；
    其中，所述处理器被配置为执行权利要求7至12中任意一项所述的方法。
  27. 一种非易失性计算机可读存储介质，其上存储有计算机程序指令，其特征在于，所述计算机程序指令被处理器执行时实现权利要求1至6中任意一项所述的方法。
  28. 一种非易失性计算机可读存储介质，其上存储有计算机程序指令，其特征在于，所述计算机程序指令被处理器执行时实现权利要求7至12中任意一项所述的方法。
PCT/CN2018/095627 2017-09-07 2018-07-13 多媒体内容的推荐方法及装置 Ceased WO2019047616A1 (zh)

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