CN111726659B - Video carousel method and device, electronic equipment and storage medium - Google Patents

Video carousel method and device, electronic equipment and storage medium Download PDF

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Publication number
CN111726659B
CN111726659B CN201910214194.8A CN201910214194A CN111726659B CN 111726659 B CN111726659 B CN 111726659B CN 201910214194 A CN201910214194 A CN 201910214194A CN 111726659 B CN111726659 B CN 111726659B
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China
Prior art keywords
carousel
target
video
user
program
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CN111726659A (en
Inventor
曹会河
黄国宁
覃芝鹏
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Alibaba Group Holding Ltd
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Alibaba Group Holding Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47End-user applications
    • H04N21/482End-user interface for program selection
    • H04N21/4825End-user interface for program selection using a list of items to be played back in a given order, e.g. playlists
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25Management 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
    • H04N21/258Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
    • H04N21/25866Management of end-user data
    • H04N21/25891Management of end-user data being end-user preferences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing 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
    • H04N21/442Monitoring 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
    • H04N21/44213Monitoring of end-user related data
    • H04N21/44222Analytics of user selections, e.g. selection of programs or purchase activity
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45Management 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
    • H04N21/4508Management of client data or end-user data
    • H04N21/4532Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, preferences

Abstract

The invention discloses a video carousel method, a video carousel device, electronic equipment and a computer readable storage medium, wherein the carousel method comprises the following steps: under the condition that a trigger event for customizing a carousel program for a target user is detected, acquiring a target video matched with the target user; and generating a carousel program of the target user according to the target video.

Description

Video carousel method and device, electronic equipment and storage medium
Technical Field
The present invention relates to the field of carousel technologies, and in particular, to a video carousel method, a video carousel device, an electronic device, and a computer-readable storage medium.
Background
Carousel is the cyclic playing of video in a program from a fixed point in time in the past. The film sources are typically placed in the operator's interactive network television (IPTV) platform. The service is also an improved form of the traditional live broadcast service, and is a playing mode different from on-demand and live broadcast.
In the existing carousel method, an operator usually edits program lists of each carousel channel in a carousel mode in advance, and sets to cyclically play the program lists sequentially from a certain time point, so as to achieve a carousel effect, where the channels in the carousel mode include, for example, a tv drama channel, a movie channel, a feature channel, and the like. When accessing a carousel channel, a user will watch the program content of the program list provided by the channel from the video frame that the carousel channel is carousel to at the access time.
Since the program list is set by the operator for the carousel channel in advance, the program lists of all users on the same carousel channel are the same. This results in a high labor cost. Moreover, the video set in the program list by the operator cannot meet the requirements of different users.
Disclosure of Invention
An object of the embodiments of the present invention is to provide a new technical solution for video carousel.
According to a first aspect of the present invention, there is provided a carousel method of videos, including:
under the condition that a trigger event for customizing a carousel program for a target user is detected, acquiring a target video matched with the target user;
and generating the carousel program of the target user according to the target video.
Optionally, the step of obtaining the target video matched with the target user includes:
acquiring a user portrait of the target user;
and obtaining a target video matched with the target user according to the user portrait.
Optionally, the step of obtaining the user representation of the target user includes:
acquiring target user attributes reflecting the viewing habits of target users, wherein the user attributes comprise historical viewing data and/or personal information;
and constructing the user portrait according to the target user attribute.
Optionally, the step of obtaining a target video matched with the target user according to the user portrait includes:
acquiring a plurality of preset candidate videos;
according to the user portrait, obtaining the matching degree of each candidate video and the target user;
and selecting the candidate video with the matching degree meeting the preset condition as the target video.
Optionally, the number of the target videos is multiple;
the step of generating the carousel program of the target user according to the target video comprises the following steps:
respectively determining the value of the sequencing parameter of each target video; the sequencing parameter is used as a parameter of sequencing basis of the target video;
sequencing the target videos according to the value of the sequencing parameter, and acquiring a sequencing value of each target video;
and generating the carousel program according to the sequencing value of each target video.
Optionally, the ranking parameters include any one or any combination of scores, popularity, showing time, number of comments, and matching degree with the target user.
Optionally, the step of generating the carousel program according to the ranking value of each target video includes:
acquiring the priorities of a plurality of preset playing time periods;
and generating the carousel program according to the priority of each playing time interval and the sequencing value of each target video.
Optionally, the step of obtaining the priorities of the multiple preset playing time periods includes:
acquiring historical viewing data of the target user;
respectively determining the watching times of each playing time interval according to the historical watching data;
and determining the priority of each playing time interval according to the watching times.
Optionally, the carousel method further includes:
and if the target user accesses a carousel channel corresponding to the carousel program, performing carousel according to the carousel program.
Optionally, the carousel method further includes:
determining a playing time point of a target video corresponding to the current moment in the carousel program at the current moment;
the step of carousel according to the carousel program list comprises:
and performing carousel on the carousel program list from the playing time point of the target video corresponding to the current time at the current time.
Optionally, the step of determining the playing time point of the target video corresponding to the current time in the carousel program at the current time includes:
determining the total playing time length of the carousel program list;
determining a playing node of the carousel program at the current time according to the total playing time and the preset initial playing time of the carousel program;
and obtaining the playing time point of the target video at the current moment corresponding to the current moment according to the playing node of the carousel program at the current moment.
Optionally, the carousel method further includes:
and responding to the request for viewing the carousel program list, and displaying at least part of the carousel program list for the target user to view.
According to a second aspect of the present invention, there is provided a carousel device for videos, comprising:
the video acquisition module is used for acquiring a target video matched with a target user under the condition that a trigger event for customizing a carousel program for the target user is detected;
and the program list generating module is used for generating the carousel program list of the target user according to the target video.
According to a third aspect of the present invention, there is provided an electronic device comprising the carousel apparatus according to the second aspect of the present invention; or a processor and a memory for storing executable instructions for controlling the processor to perform the carousel method according to the first aspect of the invention.
According to a fourth aspect of the present invention, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the carousel method according to the first aspect of the present invention.
In the embodiment of the invention, under the condition that the occurrence of the trigger event for customizing the carousel program list for the target user is detected, the target video matched with the target user is obtained, and the carousel program list is generated according to the target video. Therefore, the carousel program is customized for each user, the individual requirements of different users can be met, and the carousel effect of thousands of people can be realized. In addition, because the embodiment does not need the participation of operators, the labor cost can be saved.
Other features of the present invention and advantages thereof will become apparent from the following detailed description of exemplary embodiments thereof, which proceeds with reference to the accompanying drawings.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description, serve to explain the principles of the invention.
Fig. 1 is a schematic diagram of a carousel effect in the prior art.
Fig. 2a is a schematic configuration diagram of an example of a carousel system of videos according to an embodiment of the present invention.
Fig. 2b is a schematic configuration diagram of another example of a carousel system for videos according to an embodiment of the present invention.
Fig. 3 shows a flowchart of a carousel method of video according to an embodiment of the present invention.
Fig. 4 is a diagram illustrating the playing time of a target video in a carousel program.
Fig. 5a is a diagram illustrating an example of an interface for displaying a carousel program by a terminal device.
Fig. 5b is a diagram illustrating another example of an interface for a terminal device to display a carousel program.
Fig. 6 shows a flowchart of an example of a carousel method of a video according to an embodiment of the present invention.
Fig. 7 shows a schematic diagram of carousel effects of an embodiment of the present invention.
Fig. 8 shows a block diagram of a carousel device of a video according to an embodiment of the present invention.
FIG. 9 shows a block diagram of an electronic device of an embodiment of the invention.
Detailed Description
Various exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that: the relative arrangement of the components and steps, the numerical expressions and numerical values set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.
The following description of at least one exemplary embodiment is merely illustrative in nature and is in no way intended to limit the invention, its application, or uses.
Techniques, methods, and apparatus known to those of ordinary skill in the relevant art may not be discussed in detail but are intended to be part of the specification where appropriate.
In all examples shown and discussed herein, any particular value should be construed as merely illustrative, and not limiting. Thus, other examples of the exemplary embodiments may have different values.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, further discussion thereof is not required in subsequent figures.
< hardware configuration >
In the existing carousel method, an operator usually edits program lists of each carousel channel in a carousel mode in advance, and sets to cyclically play the program lists sequentially from a certain time point, so as to achieve a carousel effect. The channels in the carousel mode include, for example, a tv show channel, a movie channel, a variety channel, and the like. When accessing a carousel channel, a user will watch the program content of the program list provided by the channel from the video frame that the carousel channel is carousel to at the access time.
Taking fig. 1 as an example, the program list of a carousel channel in the carousel mode includes n videos, and the program list is sequentially played in a loop from a preset starting playing time. When user a accesses the carousel channel at 20:00, user a will start watching the program content of the program listings from the video frame (a certain video frame according to fig. 1 for video 1) that the carousel channel was carousel at 20: 00. When user B accesses the carousel channel at 00:00, user B will start watching the program content of the program listings from the video frame (a certain video frame according to fig. 1, video 3) that the carousel channel was carousel to at 00: 00. When user C accesses the carousel channel at 03:00, user C will start watching the program content of the program from the video frame (a certain video frame according to fig. 1, video 5) that specified the carousel channel to be carousel at 03: 00.
When user a, user B and user C all access the carousel channel at 03:00, user a, user B and user C will start watching the program content of the program from the video frame (a certain video frame of video 5 according to fig. 1) that the carousel channel has been carousel at 20: 00.
This means that, in the prior art, the same program list is provided for the carousel channel, and the program contents that can be viewed by different users through the carousel mode are the same, but in the case of different access times, the playing nodes of the program list that are viewed by different users are different. And under the condition of the same access time, the playing nodes of the program list watched by different users are also the same.
In order to meet the personalized requirements of different users, the invention provides a carousel mode for customizing a carousel program list for each user. Fig. 2a and 2b are schematic configuration diagrams of a carousel system 1000 for videos according to an embodiment of the present invention.
As shown in fig. 2a and 2b, the carousel system 1000 of video of the present embodiment includes a server 1100, a terminal device 1200, and a network 1300.
In one embodiment, the server 1100 may obtain a target video matching the target user according to a set period, and generate a carousel program of the target user according to the target video. The server 1100 sends the carousel program to the terminal device 1200 when receiving a request for acquiring a personalized program sent by the terminal device 1200.
The server 1100 may also obtain a target video matched with the target user when receiving a request for obtaining the personalized program list sent by the terminal device 1200, generate a carousel program list of the target user according to the target video, and send the carousel program list to the terminal device 1200.
The request for acquiring the personalized program list in this example may be sent to the server 1100 by the terminal device 1200 when the terminal device is powered on, or sent to the server 1100 by the terminal device 1200 when the terminal device enters the carousel mode, or sent to the server 1100 by the terminal device 1200 when the terminal device accesses a specified carousel channel. The designated carousel channel in this embodiment may be a carousel channel that is designated in advance according to an application scenario or a specific requirement and is used for playing a carousel program customized for a target user.
In another embodiment, the terminal device 1200 may also obtain a target video matching the target user when being powered on, entering a carousel mode, or accessing a designated carousel channel, and generate a carousel program of the target user according to the target video. When the terminal apparatus 1200 accesses the designated carousel channel, carousel is performed according to the carousel program.
Taking fig. 7 as an example, the designated carousel channel in the carousel mode includes user a's program list 1, user B's program list 2, and user C's program list 3. Program list 1, program list 2, and program list 3 each contain n videos. Specifically, the program list 1 comprises videos A1-An, the program list 2 comprises videos B1-Bn, and the program list 3 comprises videos C1-Cn. Each carousel is sequentially played back cyclically starting from the corresponding start play time. When user a accesses the specified carousel channel at 03:00, user a will start to view the program content of program 1 from the video frame (a certain video frame according to fig. 7, video a 5) that the specified carousel channel was carousel at 03: 00. When user B accesses the specified carousel channel at 03:00, user B will start viewing the program content of program guide 2 from the video frame (a certain video frame according to fig. 7, video B5) that the specified carousel channel was carousel at 03: 00. When user C accesses the designated carousel channel at 03:00, user C will start viewing the program content of program listing 3 from the video frame (a certain video frame according to fig. 7 for video C5) that the designated carousel channel was carousel to at 03: 00.
Therefore, through the embodiment of the invention, different carousel program lists are customized for each user, so that under the condition that the access time of different users is the same, the program contents which can be watched through the carousel mode can be different, and the personalized requirements of different users can be met.
In one embodiment, the server 1100 may be a blade server, a rack server, or the like, or may be a group of servers deployed in the cloud.
In the example shown in fig. 2a, the server 1100 may include a processor 1110, a memory 1120, an interface device 1130, a communication device 1140, a display device 1150, and an input device 1160. Although the server 1100 may also include a speaker, a microphone, and the like, these components are not relevant to the present invention and are omitted here. The processor 1110 may be, for example, a central processing unit CPU, a microprocessor MCU, or the like. The memory 1120 includes, for example, a ROM (read only memory), a RAM (random access memory), a nonvolatile memory such as a hard disk, and the like. The interface device 1130 includes, for example, a USB interface, a serial interface, and the like. The communication device 1140 is capable of wired or wireless communication, for example. The display device 1150 is, for example, a liquid crystal display panel. Input devices 1160 may include, for example, a touch screen, a keyboard, and the like.
Although shown as multiple devices in fig. 2a, the present invention may relate to only some of the devices, e.g., server 1100 may relate to only processor 1110, memory 1120, etc.
In the example shown in fig. 2b, the server 1100 may also be implemented as a cloud architecture, for example, implemented by a server cluster deployed in the cloud, that is, the server 1100 includes a processor and a memory of the server cluster to be operated by the processor in the server cluster to execute the carousel method according to any embodiment executed by the server in the present invention.
In one embodiment, the terminal device 1200 is a display device capable of video carousel, and may be a television, a PC, a notebook, a mobile phone, a tablet, or the like.
As shown in fig. 2a, the terminal device 1200 may include a processor 1210, a memory 1220, an interface means 1230, a communication means 1240, a display means 1250, an input means 1260, a speaker 1270, a microphone 1280, and the like. The processor 1210 may be a central processing unit CPU, a microprocessor MCU, or the like. The memory 1220 includes, for example, a ROM (read only memory), a RAM (random access memory), a nonvolatile memory such as a hard disk, and the like. The interface device 1230 includes, for example, a USB interface, a headphone interface, and the like. The communication device 1240 can perform wired or wireless communication, for example. The display device 1250 is, for example, a liquid crystal display, a touch panel, or the like. The input device 1260 may include, for example, a touch screen, a keyboard, a remote control, and the like. A user can output/input voice information through the speaker 1270 and the microphone 1280.
It should be noted that the input device of the terminal device 1200 includes an input device 1260 or other devices with an interactive function.
Although a plurality of devices of the terminal apparatus 1200 are shown in fig. 2a, the present invention may only relate to some of the devices, for example, in fig. 2b, the terminal apparatus 1200 only relates to the processor 1110, the memory 1120, and the like.
The communication network 1300 may be a wireless network or a wired network, and may be a local area network or a wide area network. The terminal apparatus 1200 can communicate with the server 1100 through the communication network 1300.
The carousel system 1000 of video shown in fig. 2 is merely illustrative and is in no way intended to limit the invention, its applications, or uses.
< method examples >
Fig. 3 is a schematic flow chart of a carousel method of video according to an embodiment of the present invention.
In one example, the video carousel method shown in fig. 3 may be implemented by only the terminal device alone, or may be implemented by both the server and the terminal device. In one embodiment, the terminal device may be the terminal device 1200 as shown in fig. 2a or fig. 2b, and the server may be the server 1100 as shown in fig. 2a or fig. 2 b.
As shown in fig. 3, the video carousel method of the present embodiment includes the following steps S3100 to S3200:
step S3100, under the condition that the occurrence of the trigger event for customizing the carousel program list for the target user is detected, acquiring a target video matched with the target user.
The target video matched with the target user can be preset for the target user, or can be obtained by the electronic equipment executing the embodiment of the invention through matching for the target user. The following describes an embodiment of obtaining a target video for a target user by matching with an electronic device.
In an embodiment where step S3100 is performed by a terminal device, the triggering event for customizing the carousel program for the target user may be turning on the terminal device, entering a carousel mode, or accessing a specified carousel channel.
In this embodiment, the target user may perform a corresponding operation to trigger the terminal device to turn on, enter the carousel mode, or access the designated carousel channel. Specifically, the target user may execute a corresponding operation through a remote controller, a keyboard, a mouse, or a touch screen, to trigger the terminal device to start up, enter the carousel mode, or access the designated carousel channel.
The designated carousel channel in this embodiment may be a carousel channel that is designated in advance according to an application scenario or a specific requirement and is used for playing a carousel program customized for a target user. The carousel channel may also include other channels in addition to the designated carousel channel. Specifically, the operator may set program lists corresponding to each of the other carousel channels in advance. The designated carousel channel corresponds to a single carousel program customized for the target user according to the method of the present embodiment.
The terminal equipment can acquire the target video matched with the target user from the video stored in the terminal equipment, and can also acquire the video matched with the target user from the server.
In an embodiment where step S3100 is performed by a server, the triggering event for customizing the carousel playlist for the target user may be reaching a set period; the server may also receive a request for obtaining the personalized program list from the terminal device. The setting period may be set in advance according to an application scenario or a specific requirement. For example, the set frequency may be 1 day or 1 week.
In this embodiment, the request for obtaining the personalized program list may be automatically sent to the server by the terminal device when the terminal device is powered on, may also be sent to the server by the terminal device when the terminal device enters the carousel mode, and may also be sent to the server by the terminal device when the terminal device accesses the specified carousel channel.
In an example, the target user may be all users using the terminal device, and then the terminal device may carry a device identifier of the terminal device in a request sent to the server to obtain the personalized program list, so that the server identifies the identity of the target user according to the device identifier carried in the request, and further obtains the target video matched with the target user. The device identifier may be an identification code for uniquely identifying the terminal device.
In another example, the target user may also be a user using a target account. When a target user logs in a terminal device through a target account of the target user, the terminal device may carry the target account of the target user in a request sent to a server for acquiring a personalized program list, so that the server identifies the identity of the target user according to the target account carried in the request, and further acquires a target video matched with the target user. The target account may be used to uniquely identify the user, and may be, for example, a user name, a mobile phone number, a mailbox, or the like.
Specifically, the obtaining of the target video matched with the target user may further include the following steps S3110 to S3120:
in step S3110, a user image of a target user is acquired.
In one example, the user representation of the target user may be pre-constructed and stored in the electronic device implementing the embodiments of the present invention, and may be updated at a set frequency. The electronic device may directly acquire a pre-stored user profile of the target user when performing the step S3110.
In this embodiment, the trigger event for customizing the carousel program for the target user further includes an update of the user profile of the target user. Then, when the user profile of the target user is updated, steps S3100 to S3200 in the present embodiment are executed to regenerate the carousel program of the target user.
In another example, the user representation may also be constructed upon detecting the occurrence of a triggering event that customizes the carousel for the target user.
Specifically, the step of constructing the user profile of the target user may include the following steps S3111 to S3112:
step S3111, a target user attribute reflecting the viewing habit of the target user is acquired.
The target user attribute may include, among other things, historical viewing data of the target user and/or personal information of the target user. The user attribute may be stored in the terminal device used by the target user or in the server.
The historical viewing data may be historical data of the target user viewing the video over a statistical period. For example, the historical viewing data may include the name, type, and viewing progress of the video viewed. The type of the video can be preset for the video, and includes, for example, ancient historical dramas, love dramas, spy dramas, war resistant dramas, martial arts dramas, campus dramas, comedy movies, action movies, thrillers movies, hedonic events, kids, animation, documentaries, laughters, games, sports, and the like.
In one example, the historical viewing data of the target user within the statistical period may be obtained. The statistical time period in this embodiment may be set in advance according to an application scenario or a specific requirement. For example, the statistical period may be within the past week. Then, the historical viewing data acquired in step S4100 may be viewing data of the target user within the past week.
In another example, a first set number of viewing data recently viewed by the target user may be obtained. The first set number in this embodiment may be set in advance according to an application scenario or a specific requirement. For example, the first set number may be 10, and then the historical viewing data acquired in step S4100 may be 10 viewing data that the target user has viewed most recently.
The personal information may be information reflecting the user's situation, and may include information such as the user's age, the user's sex, the region where the user is located, and the like. The personal information in this embodiment may be submitted to the server by the user after registering the account, and stored in the server.
Step S3112, constructing a user portrait of the target user according to the target user attribute.
The user image in this embodiment is image data representing the attribute related to the video viewing behavior of the corresponding user.
Data modeling can be performed by taking a preset user tag as output according to a plurality of user attributes (including historical viewing data and/or personal information of a corresponding user) as input in advance to obtain a data model. And inputting the target user attribute into the data model to obtain the user portrait of the target user.
After the user portrait of the target user is obtained by the present embodiment, the process continues to step S3120.
And S3120, obtaining a target video matched with the target user according to the user portrait.
In one example, a recommendation model may be created in advance to obtain a target video matching a target user according to a user profile based on the recommendation model. The recommended model may be a model trained from a collection of training samples including user portraits for obtaining a target video matching a target user.
Through the recommendation model, the target video matched with the target user is obtained according to the user portrait of the target user, the information obtaining behaviors of the target user and the target user can be integrated, and the video matched with the target user is accurately and effectively obtained, so that the follow-up steps are combined, the target user is accurately played in a video carousel mode, the actual requirements of the target user are actually met, and the user experience of the target user is improved.
After the user portrait of the target user is obtained, the target video matched with the target user can be obtained according to the user portrait.
In one example, the step of obtaining the target video matching the target user according to the user profile may further include the following steps S3121 to S3123:
in step S3121, a plurality of preset candidate videos are acquired.
The candidate videos in this embodiment may be all videos that may be provided by the electronic device that executes the embodiment of the present invention; the video with the score exceeding a preset score threshold value can be also used; the video with the watching times exceeding a preset time threshold value can also be displayed; or may be a video showing within a set period of time. The scoring threshold, the number threshold or the set period may be preset according to an application scenario or a specific requirement. For example, the score threshold may be 5 points, the number threshold may be 1000 ten thousand times, and the set period may be within the past month.
And S3122, obtaining the matching degree of each candidate video and the target user according to the user portrait.
In one example, a video image of each candidate video may be determined, and a matching degree between the corresponding candidate video and the target user may be obtained according to the video image and the user image. The video image is image data representing the attribute of the corresponding video. For example, a video image may include a type of corresponding video.
And S3123, selecting the candidate video with the matching degree meeting the preset conditions as the target video.
In one example, the preset condition may be that the matching degree is greater than or equal to a preset threshold value of the matching degree. Then, the candidate video with the matching degree greater than or equal to the threshold value of the matching degree may be selected as the target video. The threshold of the matching degree may be set according to an application scenario or specific requirements, for example, the threshold of the matching degree may be set to 80%.
In another example, the preset condition may be a second set number of the largest matching degrees. Then, a second set number of subsequent videos with the largest matching degree may be selected as the target video. The second set number may be set according to an application scenario or a specific requirement, and for example, the second set number may be 10.
Specifically, the candidate videos may be sorted in a descending order according to the matching degree, and a sorting value of each candidate video is obtained; and selecting candidate videos with the ranking values smaller than or equal to a second set number as target videos.
The target video obtained by the above embodiment may be one or more.
After the target video matching the target user is acquired through the present embodiment, the following step S3200 is continuously executed.
Step S3200, the carousel program of the target user is generated according to the target video.
The carousel program may include a name of the target video, and may further include a playing time period or a playing time of the target video.
Specifically, the playing sequence of each target video may be predetermined; and obtaining the playing time interval or the playing time of each target video in the carousel program according to the playing sequence and the playing time length of each target video and the preset initial playing time of the carousel program. The starting playing time of the carousel program may be set according to an application scenario or a specific requirement, for example, the starting playing time of the carousel program may be set to 00:00 of the current day on which the carousel method of this embodiment is executed.
For example, in the case where the target videos in the target videos obtained through step S3100 include video a1, video a2, video A3, video a4, and video a5, if the view length of each target video is 2 hours, the determined playing sequence is video a1, video A3, video a5, video a4, and video a2, and the preset starting playing time of the carousel program is 00:00 of the day, the obtained carousel program may be as shown in table 1 or table 2 below:
TABLE 1
Target video Play time interval
Video A1 00:00:00~02:00:00
Video A3 02:00:00~04:00:00
Video A5 04:00:00~06:00:00
Video A4 06:00:00~08:00:00
Video A2 08:00:00~10:00:00
TABLE 2
Target video Playing time
Video A1 00:00:00
Video A3 02:00:00
Video A5 04:00:00
Video A4 06:00:00
Video A2 08:00:00
In an example, the playing order of the target videos may be obtained by random sequencing, or by sequencing the target videos according to a preset sequencing parameter. The ranking parameter is a parameter used as a basis for ranking the target video, and may include any one or any combination of scores, popularity, showing time, number of comments, and matching degree with the target user, for example.
In an embodiment of the present invention, the target videos obtained in step S3100 are plural, and the step of generating the carousel program from the target videos may further include steps S3210 to S3230 as follows:
step S3210 determines a value of a ranking parameter of each target video, respectively.
The ranking parameter is a parameter used as a basis for ranking the target video, and may include any one or any combination of scores, popularity, showing time, number of comments, and matching degree with the target user, for example.
In the case that the sorting parameter includes the matching degree with the target user, the method for determining the matching degree between the target video and the target user may refer to the foregoing embodiments, and details are not described here.
The score, the popularity, the showing time, and the number of comments of the target video may be pre-stored in the electronic device executing the embodiment, and may be directly obtained when step S3210 is executed.
Step S3220, according to the value of the sorting parameter, sorting the plurality of target videos, and acquiring a sorting value of each target video.
The sorting manner in this embodiment may be, for example, a descending sorting manner from large to small, an ascending sorting manner from small to large, or other self-defined sorting manners.
Under the condition that the sequencing parameters comprise a plurality of parameters, determining the comprehensive score of the corresponding target video according to the value of the sequencing parameter of each target video; and sequencing the plurality of target videos according to the comprehensive scores, and acquiring a sequencing value of each target video.
Step S3230, generate the carousel program according to the ranking value of each target video.
In one embodiment, generating the carousel program according to the ranking value of each target video may include steps S3231 to S3232 as follows:
in step S3231, priorities of a plurality of preset play periods are acquired.
Specifically, the playing time period may be preset according to an application scenario or a specific requirement, for example, the time period between any two adjacent integer points in a day may be used as the preset playing time period, and the obtained playing time period may include 00:00 to 01:00, 01:00 to 02:00, … …, 22:00 to 23:00, and 23:00 to 24: 00.
In one example, the priority of each playing period may be preset, and may be directly obtained when step S3231 is performed.
In another example, obtaining the priorities of the plurality of preset play periods may further include steps S3231-1 to S3231-3 as follows:
step S3231-1, obtaining historical viewing data of the target user.
The historical viewing data in this embodiment may include the specific viewing time of the viewed video.
In step S3231-2, the number of viewing times in each play period is determined based on the historical viewing data, respectively.
Step S3231-3, determines the priority of each playing period according to the number of viewing times.
Specifically, the playing period with the larger number of viewing times may have a higher priority; the less the number of viewing times, the lower the priority of the playing period.
After the priority of each playing period is acquired, step S3232 is executed.
Step S3232, generating a carousel program according to the priority of each playing time interval and the ranking value of each target video.
Specifically, when the target videos are sorted in a descending order, the target videos with smaller sorting values may be set in a playing time period with a higher priority for playing.
For example, when the priority between the playing time periods 19: 00-20: 00 is the highest and the ranking value of the target video A3 is the smallest, the target video A3 in the carousel program list may be set to be played within the time periods 19:00: 00-20: 00: 00.
Therefore, the target video with the highest matching degree with the target video can be observed by the user in the period of watching frequently, and the user experience is improved.
In the example shown in fig. 4, if the target video is sorted in descending order, if the playing period with the largest number of viewing times of the target user is 19:00 to 20:00, and then the playing period is 12:00 to 13:00, the playing period 19:00 to 20:00 can be set to have the highest priority, and the playing period 12:00 to 13:00 can be set to have the second highest priority.
The target video with the ranking value of 1 can be set in the playing time interval 19: 00-20: 00 with the highest priority for playing, and the target video with the ranking value of 2 can be set in the playing time interval 12: 00-13: 00 with the second highest priority for playing. The other target videos may be set in the order of the predetermined start playing time of the carousel program.
After the carousel program is obtained through the steps of this embodiment, the following step S3300 may also be continuously performed.
In step S3300, if the target user accesses the carousel channel corresponding to the carousel program (i.e., the designated carousel channel), carousel is performed according to the carousel program.
This step S3300 may be performed by the terminal device.
In the embodiment where steps S3100 and S3200 are also performed by the terminal device, if the terminal device acquires the target video matching the target user and generates the carousel program of the target user according to the target video when the specified carousel channel is accessed, after the terminal device generates the carousel program, carousel is performed according to the carousel program. If the terminal device obtains the target video matched with the target user and generates the carousel program list of the target user according to the target video under the condition of starting or entering the carousel mode, the terminal device can perform carousel according to the carousel program list instead of performing carousel according to the carousel program list after generating the carousel program list when receiving the operation that the target user accesses the appointed carousel channel.
In the embodiment where steps S3100 and S3200 are performed by the server, the server may send the carousel program to the terminal device after generating the carousel program, so that the terminal device performs carousel according to the carousel program when receiving an operation of the target user to access the specified carousel channel. The server may also be configured to send the carousel program to the terminal device only when receiving a request for the terminal device to access a specified carousel channel after generating the carousel program, so that the terminal device performs carousel according to the carousel program.
And when the terminal equipment carries out carousel according to the carousel program, carrying out circular playing sequentially according to the playing time interval or the playing time of each target video in the carousel program.
In an embodiment of the present invention, the carousel method may further include determining a playing time point of a target video corresponding to the current time in the carousel program at the current time.
The current time in this embodiment may be the time when step S3310 is executed.
In one example, determining the playing time point of the target video corresponding to the current playing time in the carousel program at the current time may further include steps S4100 to S4300 as follows:
step S4100 determines the total playing time length of the carousel program.
And the total playing time length of the carousel program list is the sum of the playing time lengths of all the target videos in the carousel program list.
Step S4200, determining a playing node of the carousel program at the current time according to the total playing time and a preset starting playing time for playing the carousel program.
The playing node of the carousel program at the current moment can be obtained by determining the time length of the carousel program from the initial playing moment to the current moment and then determining the remainder of the time length divided by the total playing time length.
For example, when the total playing time is 12 hours, the current time is 15:00:00, and the preset starting playing time is 00:00:00, the obtained playing node of the carousel program list at the current time is 3:00: 00.
Step S4300, according to the playing node of the carousel program at the current time, obtaining the playing time point of the target video at the current time corresponding to the current time.
The target video corresponding to the playing node of the carousel program at the current time may be determined by traversing the carousel program, and then the playing time point of the target video corresponding to the current time at the current time may be obtained according to the playing time or the playing time period of the target video.
In the example that the obtained carousel program is as shown in table 2, if the playing node of the obtained carousel program at the current time is 3:00:00, the playing time point of the target video corresponding to the current time at the current time is 60 minutes of video a 3.
On this basis, the step of performing carousel according to the carousel program list in step S3300 may include: and performing carousel on the carousel program from the playing time point of the target video corresponding to the current time at the current time.
In one example, the target user may also trigger the terminal device to display at least part of the carousel program for the target user to view based on the terminal device performing the operation of viewing the carousel program. The displayed carousel program list comprises a currently played target video and playing time thereof, and a next target video in the carousel program list and playing time thereof. The showing details of the carousel program may be as shown in fig. 5a or fig. 5 b.
In the interface shown in fig. 5a, the terminal device may display all target videos and playing times thereof included in the carousel program according to an operation performed by the target user to view the carousel program, and highlight the target video being played and the playing time thereof, so that the target user may determine the currently viewed program.
In the interface shown in fig. 5b, the terminal device may display only a part of the carousel program, including the currently played target video and its playing time, and the next target video and its playing time, according to the operation performed by the target user to view the carousel program, and highlight the currently played target video and its playing time, so that the target user can determine the currently viewed program.
In the embodiment of the invention, under the condition that the occurrence of the trigger event for customizing the carousel program list for the target user is detected, the target video matched with the target user is obtained, the carousel program list is generated according to the target video, and the carousel is carried out according to the carousel program list when the target user accesses the appointed carousel channel. Therefore, the carousel program is customized for each user, the individual requirements of different users can be met, and the carousel effect of thousands of people can be realized. In addition, because the embodiment does not need the participation of operators, the labor cost can be saved.
In an embodiment of the present invention, after the foregoing steps S3100 to S3200 are executed to obtain the carousel program of the target user, the carousel program may be stored in its own cache and/or in a database.
In this example, the storage time period of the cache and the database of the electronic device implementing this embodiment may be preset, and then, when the stored carousel program of the target user exceeds the corresponding storage time period, the carousel program is cleared. The stored carousel program can be emptied according to a preset cleaning period.
The storage time can be set according to application scenes or specific requirements. For example, the storage age of the database may be 1 day, the storage age of the cache of the server may be 2 hours, and the storage age of the cache of the terminal device may be 7 days.
Then, after the database clears the carousel program list matching the target user, if a trigger event for customizing the carousel program list for the target user is detected, the carousel program list needs to be customized for the target user again. The target user's carousel program generated each time may be the same or different.
< example 1>
The following describes a process implemented by a video carousel method according to an embodiment of the present invention. In example 1, for example, when an operation of accessing a specified carousel channel is performed while a target user watches the carousel channel through a terminal device, the terminal device is triggered to send a request for accessing the specified carousel channel to a server, the server obtains a user image of the target user in response to the request, obtains a target video matched with the target user according to the user image, generates a carousel program according to the target video, and sends the carousel program to the terminal device, and the terminal device performs carousel according to the received carousel program. Referring to fig. 6, the method may specifically include:
in step S5100, an operation of accessing the designated carousel channel is performed for the terminal apparatus 1200 by the target user.
Specifically, the operation may be an operation performed by the target user for clicking the designated carousel channel by using an auxiliary device such as a touch screen, a remote controller, a mouse, or a keyboard, with respect to the terminal device 1200.
In step S5200, a request for obtaining the personalized program list is issued to the server by the terminal apparatus 1200 in response to the operation.
In step S5310, the server 1100 obtains the user representation of the target user in response to the request.
The user portrait can be stored in the server in advance and updated according to a set period; the user representation of the target user can be constructed according to the target user attribute reflecting the watching habits of the target user in response to a request for accessing the appointed carousel channel sent by the terminal equipment.
The user attributes may include historical viewing data of the target user and/or personal information of the target user. The historical watching data may be the historical data of the videos watched by the target user in the statistical time period, or the first set number of watching data watched by the target user recently. The personal information may be information reflecting the user's situation, and may include information such as the user's age, the user's sex, the region where the user is located, and the like.
In step S5320, the server 1100 obtains a target video matching the target user according to the user representation of the target user.
In step S5410, the server 1100 determines the matching degree of each target video with the target user, respectively.
In step S5420, the server 1100 performs descending order sorting on the multiple target videos according to the matching degree, and obtains a sorting value of each target video.
In step S5431, priorities of a plurality of preset play periods are acquired by the server 1100.
The priority of each playing period may be preset, or may be determined according to the viewing times of each playing period obtained from the historical viewing data of the target user.
In step S5432, the server 1100 generates a carousel program of the target user according to the priority of each playing time period and the ranking value of each target video.
For example, the priority of a plurality of preset play periods may be determined at the number of viewing times per play period obtained from the historical viewing data of the target user.
As shown in fig. 4, if it is determined that the playing period with the largest number of viewing times of the target user is 19:00 to 20:00 and then the playing period is 12:00 to 13:00, the playing period 19:00 to 20:00 may be set to have the highest priority, and the playing period 12:00 to 13:00 may be set to have the second highest priority.
The target video with the ranking value of 1 can be set in the playing time interval 19: 00-20: 00 with the highest priority for playing, and the target video with the ranking value of 2 can be set in the playing time interval 12: 00-13: 00 with the second highest priority for playing. The other target videos may be set in the order of the predetermined starting playing time of the carousel program.
In step S5510, the server 1100 determines the total play time of the carousel program.
And the total playing time length of the carousel program list is the sum of the playing time lengths of all the target videos in the carousel program list.
In step S5520, the server 1100 determines a playing node of the carousel program at the current time according to the total playing time and the preset initial playing time for playing the carousel program.
The playing node of the carousel program at the current moment can be obtained by determining the time length of the carousel program from the initial playing moment to the current moment, and then determining the remainder generated by dividing the time length by the total playing time length.
In step S5530, the server 1100 obtains a playing time point of the target video at the current time corresponding to the current time according to the playing node of the carousel program at the current time.
Through traversing the carousel program, the target video corresponding to the playing node of the carousel program at the current moment can be determined. And then according to the playing time or playing time interval of the target video, the playing time point of the target video at the current moment corresponding to the current moment can be obtained.
In step S5600, the server 1100 transmits the carousel program and the target video corresponding to the current time to the terminal device at the play time point of the current time.
Step S5700, the terminal device 1200 receives the carousel program sent by the server and the play time point of the target video at the current time, which corresponds to the current time.
In step S5800, the terminal device 1200 performs carousel on the carousel program from the play time point of the target video corresponding to the current time at the current time.
The terminal device may first obtain a source file corresponding to the playing time point of the target video corresponding to the current time from the server for playing according to the playing time point of the target video corresponding to the current time at the current time, and perform carousel according to the carousel program.
As shown in fig. 7, according to the carousel method in this example, the generated carousel program of user a is program list 1, the carousel program of user B is program list 2, and the carousel program of user C is program list 3. Program list 1, program list 2, and program list 3 each contain n videos. Specifically, the program list 1 comprises videos A1-An, the program list 2 comprises videos B1-Bn, and the program list 3 comprises videos C1-Cn. Each carousel is sequentially played back cyclically starting from the corresponding start play time.
When user a accesses the designated carousel channel at 03:00, user a will start viewing the program content of program listing 1 from the video frame (corresponding to the playing time point at 03:00 of video a5 according to fig. 7) that the designated carousel channel was carousel at 03: 00. When the user B accesses the specified carousel channel at 03:00, the user B will start to watch the program content of the program guide 2 from the video frame (corresponding to the playing time point at 03:00 of the video B5 according to fig. 7) that the specified carousel channel was carousel at 03: 00. When the user C accesses the specified carousel channel at 03:00, the user C starts to view the program content of the program guide 3 from the video frame (corresponding to the playing time point at 03:00 of the video C5 according to fig. 7) that the specified carousel channel has been carousel at 03: 00.
Therefore, the program list of the appointed carousel channel is customized for each user, so that the watched video contents can be different when different users access the appointed carousel channel at the same time, and the individual requirements of different users are met.
< example 2>
On the basis of the above example 1, the target user may also trigger the terminal device to display at least part of the carousel program for the target user to view based on the terminal device performing the operation of viewing the carousel program. The displayed carousel program list comprises a currently played target video and playing time thereof, and a next target video in the carousel program list and playing time thereof. The showing details of the carousel program may be as shown in fig. 5a or fig. 5 b.
< apparatus >
In this embodiment, a carousel apparatus 8000 for video is provided, as shown in fig. 8, including a video acquisition module 8100 and a program list generation module 8200. The video acquisition module 8100 is configured to acquire a target video matched with a target user when a trigger event for customizing a carousel program for the target user is detected; the program list generating module 8200 is used for generating a carousel program list of a target user according to a target video.
In one embodiment, obtaining a target video that matches a target user may include:
acquiring a user portrait of a target user;
and obtaining a target video matched with the target user according to the user portrait.
In one embodiment, obtaining a user representation of a target user may comprise:
acquiring target user attributes reflecting the viewing habits of target users, wherein the user attributes comprise historical viewing data and/or personal information;
and constructing the user portrait according to the target user attribute.
In one embodiment, deriving a target video that matches a target user based on a user representation may comprise:
acquiring a plurality of preset candidate videos;
according to the user portrait, obtaining the matching degree of each candidate video and the target user;
and selecting the candidate video with the matching degree meeting the preset condition as the target video.
In one embodiment, the target video is plural; the program list generation module 8200 may also be configured to:
respectively determining the value of the sequencing parameter of each target video; the sequencing parameters are used as sequencing basis of the target video;
sequencing the plurality of target videos according to the value of the sequencing parameter, and acquiring a sequencing value of each target video;
and generating a carousel program according to the ranking value of each target video.
In one embodiment, the ranking parameters include any one or any combination of scores, popularity, showing time, number of comments, and degree of match with the target user.
In one embodiment, generating the carousel program according to the ranking value of each target video may include:
acquiring the priorities of a plurality of preset playing time periods;
and generating a carousel program according to the priority of each playing time interval and the ranking value of each target video.
In one embodiment, obtaining the priorities of the plurality of preset play periods may include:
acquiring historical viewing data of a target user;
respectively determining the watching times of each playing time interval according to the historical watching data;
the priority of each playing period is determined according to the number of viewing times.
In one embodiment, the carousel device may further include:
and the carousel module is used for performing carousel according to the carousel program list if the target user accesses the carousel channel corresponding to the carousel program list.
In one embodiment, the carousel device may further include:
a module for determining a playing time point of a target video corresponding to the current time in the carousel program at the current time;
the carousel module is further configured to: and performing carousel on the carousel program list from the playing time point of the target video corresponding to the current time at the current time.
In one embodiment, determining the playing time point of the target video corresponding to the current time in the carousel program at the current time includes:
determining the total playing time length of the carousel program;
determining a playing node of the carousel program at the current time according to the total playing time and the initial playing time of the preset carousel program;
and obtaining the playing time point of the target video at the current moment corresponding to the current moment according to the playing node of the carousel program at the current moment.
In one embodiment, the carousel device may further include:
and means for presenting at least a portion of the carousel program for viewing by a target user in response to a request to view the carousel program.
It will be apparent to those skilled in the art that the carousel means 8000 for the video may be implemented in various ways. For example, the carousel 8000 for video may be implemented by an instruction configuration processor. For example, the instructions may be stored in ROM and read from ROM into a programmable device when the device is started to implement carousel 8000 for video. For example, the carousel 8000 for the video may be consolidated into a dedicated device (e.g., an ASIC). The carousel 8000 of the video may be divided into units independent of each other, or they may be combined together to be implemented. The carousel means 8000 of the video may be implemented by one of the various implementations described above, or may be implemented by a combination of two or more of the various implementations described above.
In this embodiment, the video carousel apparatus 8000 may have multiple implementations, for example, the video carousel apparatus 8000 may be any functional module running in a software product or application providing a video playing function, or a peripheral insert, a plug-in, a patch, etc. of the software product or application, and may also be the software product or application itself.
< electronic apparatus >
In this embodiment, an electronic device 9000 is also provided. The electronic device 9000 may comprise a server 1100 and a terminal device 1200 as shown in fig. 2a or fig. 2 b. The electronic device 9000 may also be a terminal device 1200 as shown in fig. 2a or fig. 2 b.
In one aspect, the electronic device 9000 may comprise the carousel means 8000 as described above, for implementing a carousel method of video of any of the embodiments of the present invention.
In another aspect, as shown in fig. 9, an electronic device 9000 can further comprise a processor 9100 and a memory 9200, the memory 9200 for storing executable instructions; the processor 9100 is configured to operate the electronic device 9000 to perform a carousel method of video according to any of the embodiments of the present invention according to the control of the instructions.
< computer-readable storage Medium >
In this embodiment, there is also provided a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements a carousel method of video as in any of the embodiments of the invention.
The present invention may be a system, method and/or computer program product. The computer program product may include a computer-readable storage medium having computer-readable program instructions embodied therewith for causing a processor to implement various aspects of the present invention.
The computer readable storage medium may be a tangible device that can hold and store the instructions for use by the instruction execution device. The computer readable storage medium may be, for example, but not limited to, an electronic memory device, a magnetic memory device, an optical memory device, an electromagnetic memory device, a semiconductor memory device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a Static Random Access Memory (SRAM), a portable compact disc read-only memory (CD-ROM), a Digital Versatile Disc (DVD), a memory stick, a floppy disk, a mechanical coding device, such as punch cards or in-groove projection structures having instructions stored thereon, and any suitable combination of the foregoing. Computer-readable storage media as used herein is not to be construed as transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission medium (e.g., optical pulses through a fiber optic cable), or electrical signals transmitted through electrical wires.
The computer-readable program instructions described herein may be downloaded from a computer-readable storage medium to a respective computing/processing device, or to an external computer or external storage device via 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 transmission, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. The 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 the respective computing/processing device.
The computer program instructions for carrying out operations of the present invention may be assembler instructions, Instruction Set Architecture (ISA) instructions, machine-related instructions, microcode, firmware instructions, state setting data, or source or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The computer-readable program instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider). In some embodiments, aspects of the present invention are implemented by personalizing an electronic circuit, such as a programmable logic circuit, a Field Programmable Gate Array (FPGA), or a Programmable Logic Array (PLA), with state information of computer-readable program instructions, which can execute the computer-readable program instructions.
Aspects of the present invention are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer-readable program instructions.
These computer-readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks. These computer-readable program instructions may also be stored in a computer-readable storage medium that can direct a computer, programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer-readable medium storing the instructions comprises an article of manufacture including instructions which implement the function/act specified in the flowchart and/or block diagram block or blocks.
The computer readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other devices to cause a series of operational steps to be performed on the computer, other programmable apparatus or other devices to produce a computer implemented process such that the instructions which execute on the computer, other programmable apparatus or other devices implement the functions/acts specified in the flowchart and/or block diagram block or blocks.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of instructions, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions. It is well known to those skilled in the art that implementation by hardware, by software, and by a combination of software and hardware are equivalent.
Having described embodiments of the present invention, the foregoing description is intended to be exemplary, not exhaustive, and not limited to the embodiments disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The terminology used herein is chosen in order to best explain the principles of the embodiments, the practical application, or improvements made to the technology in the marketplace, or to enable others of ordinary skill in the art to understand the embodiments disclosed herein. The scope of the invention is defined by the appended claims.

Claims (13)

1. A carousel method of a video, comprising:
under the condition that a trigger event for customizing a carousel program for a target user is detected, acquiring a plurality of target videos matched with the target user;
respectively determining the value of the sequencing parameter of each target video; the sequencing parameters are used as sequencing basis of the target video;
sequencing the target videos according to the value of the sequencing parameter, and acquiring a sequencing value of each target video;
acquiring the priorities of a plurality of preset playing time periods;
and generating the carousel program according to the priority of each playing time interval and the sequencing value of each target video.
2. The carousel method according to claim 1, wherein the step of obtaining a target video matching a target user comprises:
acquiring a user portrait of the target user;
and obtaining a target video matched with the target user according to the user portrait.
3. A carousel method according to claim 2, wherein said step of obtaining a user representation of the target user comprises:
acquiring target user attributes reflecting the viewing habits of target users, wherein the user attributes comprise historical viewing data and/or personal information;
and constructing the user portrait according to the target user attribute.
4. A carousel method as claimed in claim 2, wherein the step of deriving a target video matching the target user from the user representation comprises:
acquiring a plurality of preset candidate videos;
according to the user portrait, obtaining the matching degree of each candidate video and the target user;
and selecting the candidate video with the matching degree meeting the preset condition as the target video.
5. The carousel method according to claim 1, wherein the ranking parameters comprise any one or any combination of scores, popularity, showing time, number of comments, and matching degree with the target user.
6. A carousel method according to claim 1, wherein the step of obtaining priorities of a plurality of preset playing periods comprises:
acquiring historical viewing data of the target user;
respectively determining the watching times of each playing time interval according to the historical watching data;
and determining the priority of each playing time interval according to the watching times.
7. The carousel method according to any one of claims 1-6, wherein the carousel method further comprises:
and if the target user accesses a carousel channel corresponding to the carousel program, performing carousel according to the carousel program.
8. The carousel method according to claim 7, wherein the carousel method further comprises:
determining a playing time point of a target video corresponding to the current moment in the carousel program at the current moment;
the step of carousel according to the carousel program list comprises:
and performing carousel on the carousel program list from the playing time point of the target video corresponding to the current time at the current time.
9. The carousel method according to claim 8, wherein the step of determining a playing time point of a target video corresponding to a current time in the carousel program at the current time comprises:
determining the total playing time length of the carousel program list;
determining a playing node of the carousel program at the current time according to the total playing time and the preset initial playing time of the carousel program;
and obtaining the playing time point of the target video at the current moment corresponding to the current moment according to the playing node of the carousel program at the current moment.
10. The carousel method according to claim 1, wherein the carousel method further comprises:
and responding to the request for viewing the carousel program list, and displaying at least part of the carousel program list for the target user to view.
11. A carousel apparatus of videos, comprising:
the video acquisition module is used for acquiring a plurality of target videos matched with a target user under the condition that a trigger event for customizing a carousel program list for the target user is detected;
the program list generating module is used for respectively determining the value of the sequencing parameter of each target video; the sequencing parameter is used as a parameter of sequencing basis of the target video; sequencing the target videos according to the value of the sequencing parameter, and acquiring a sequencing value of each target video; acquiring the priorities of a plurality of preset playing time periods; and generating the carousel program list according to the priority of each playing time interval and the sequencing value of each target video.
12. An electronic device comprising the carousel apparatus according to claim 11; or, comprising a processor and a memory for storing executable instructions for controlling the processor to perform the carousel method according to any one of claims 1 to 10.
13. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the carousel method according to any one of claims 1 to 10.
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