CN111343470B - Live playback scheduling method and device and storage medium - Google Patents

Live playback scheduling method and device and storage medium Download PDF

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Publication number
CN111343470B
CN111343470B CN202010107428.1A CN202010107428A CN111343470B CN 111343470 B CN111343470 B CN 111343470B CN 202010107428 A CN202010107428 A CN 202010107428A CN 111343470 B CN111343470 B CN 111343470B
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video
live
video slices
review
slices
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CN111343470A (en
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蒋伟
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Migu Cultural Technology Co Ltd
MIGU Video Technology Co Ltd
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Migu Cultural Technology Co Ltd
MIGU Video Technology Co 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]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/21Server components or server architectures
    • H04N21/218Source of audio or video content, e.g. local disk arrays
    • H04N21/2187Live feed
    • 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
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/239Interfacing the upstream path of the transmission network, e.g. prioritizing client content requests
    • H04N21/2393Interfacing the upstream path of the transmission network, e.g. prioritizing client content requests involving handling client requests
    • 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
    • H04N21/251Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • 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
    • H04N21/432Content retrieval operation from a local storage medium, e.g. hard-disk
    • H04N21/4325Content retrieval operation from a local storage medium, e.g. hard-disk by playing back content from the storage medium
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/83Generation or processing of protective or descriptive data associated with content; Content structuring
    • H04N21/845Structuring of content, e.g. decomposing content into time segments
    • H04N21/8456Structuring of content, e.g. decomposing content into time segments by decomposing the content in the time domain, e.g. in time segments

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Computer Graphics (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)

Abstract

The embodiment of the invention relates to the technical field of video communication, and discloses a live-broadcast review scheduling method, which comprises the following steps: counting historical access information of video slices of each live view; combining the video slices of all live broadcast visual angles according to historical access information to obtain video slices to be recommended; and recommending the video slices to be recommended to the user terminal. The live playback scheduling method, the live playback scheduling device and the storage medium provided by the embodiment of the invention enable live videos seen by users holding user terminals to be more diversified and richer, and improve user experience.

Description

Live playback scheduling method and device and storage medium
Technical Field
The embodiment of the invention relates to the technical field of video communication, in particular to a live playback scheduling method, a live playback scheduling device and a storage medium.
Background
The online live video broadcast is live broadcast service carried out by utilizing internet resources, and a live video shot on site is synchronously uploaded to a streaming media acceleration platform, so that a user can watch the content of the live video in real time. At present, a plurality of cameras are generally arranged in a live broadcast site, live broadcast video streams of various live broadcast viewing angles are respectively injected into a background streaming media acceleration platform, and a user end can download and watch the live broadcast video.
However, the inventor finds that in the prior art, live video streams of live viewing angles are respectively pushed to a user terminal according to time, live videos seen by a user are single, and experience is poor.
Disclosure of Invention
The embodiment of the invention aims to provide a live playback scheduling method, a live playback scheduling device and a storage medium, so that live videos seen by a user holding a user terminal are more diversified and richer, and the user experience is improved.
In order to solve the above technical problem, an embodiment of the present invention provides a live playback scheduling method, including: counting historical access information of video slices of each live view; combining the video slices of all live broadcast visual angles according to historical access information to obtain video slices to be recommended; and recommending the video slices to be recommended to the user terminal.
The embodiment of the invention also provides a live-broadcast review scheduling device, which comprises: at least one processor; and a memory communicatively coupled to the at least one processor; the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to execute the live look-back scheduling method.
The embodiment of the invention also provides a computer readable storage medium, which stores a computer program, and the computer program realizes the live-broadcast review scheduling method when being executed by a processor.
Compared with the prior art, the embodiment of the invention provides a live-broadcast review scheduling method, which is characterized in that historical access information of video slices at each live-broadcast visual angle is counted, the video slices at each live-broadcast visual angle are combined according to the access information of a user to obtain a video slice to be recommended, and the video slice to be recommended is recommended to a user terminal, so that the video slices of each live-broadcast video are combined and recommended according to the historical access information, the content seen by the user holding the user terminal is more diversified and richer, and the user experience is improved.
In addition, the historical access information is the downloading times of the video slices; the method for obtaining the video slices to be recommended includes the following steps of combining the video slices of all live broadcast visual angles according to historical access information: receiving a review request of a user terminal; determining a review period in response to the review request; determining video slices of each live view within a review time period; and combining the video slices of the live broadcast visual angles in the review time period according to the downloading times to obtain the video slices to be recommended.
In addition, video slices of each live view in the review time period are combined according to the downloading times to obtain video slices to be recommended, and the method specifically comprises the following steps: sequencing the video slices of each live view in the review time period according to the downloading times; obtaining a plurality of video slices according to the sequence from the video slice with the highest downloading frequency, wherein the accumulated time of the video slices is the same as the review time; and integrating the plurality of video slices to obtain the video slice to be recommended.
In addition, integrating a plurality of video slices to obtain a video slice to be recommended specifically includes: determining a starting time point of each of a plurality of video slices; sequencing the video slices according to the time sequence according to the starting time point of each video slice; and taking the sequenced video slices as video slices to be recommended.
In addition, video slices of each live view in the review time period are combined according to the downloading times to obtain video slices to be recommended, and the method specifically comprises the following steps: determining a plurality of video slices with a live view within a review time period; determining the downloading times of the video slices of other live broadcast visual angles in the time of each video slice in the plurality of video slices; acquiring a video slice of a live broadcast visual angle with the highest downloading frequency within the time of each video slice to obtain a plurality of time-continuous video slices; and taking a plurality of time-continuous video slices as video slices to be recommended. In the scheme, the video slices of the live broadcast visual angle with the highest download times in all live broadcast visual angles in each video slice time are acquired, so that a user holding the user terminal can view the video slices of the live broadcast visual angle with the highest temperature in each video slice time, and the user experience is further improved.
In addition, the method for obtaining the video slice of the live broadcast visual angle with the highest download frequency in the time of each video slice to obtain a plurality of time-continuous video slices specifically comprises the following steps: acquiring a video slice of a live broadcast visual angle with the highest downloading frequency within the time of each video slice; determining whether a plurality of video slices with the highest downloading frequency in the same video slice time are available; if the number of the video slices is multiple, the video slice with the same live view angle as the previous video slice or the next video slice is reserved as the video slice with the highest downloading frequency. In the scheme, the video slices with the same live view angles as the previous video slice or the next video slice are reserved, so that the video to be recommended watched by the user is the video slice with the same live view angle and the highest downloading times, and the user can watch the video more smoothly.
In addition, recommending the video slice to be recommended to the user terminal specifically includes: and generating a download address of the video slice to be recommended, and sending the download address to the user terminal so that the user terminal can download the video slice to be recommended according to the download address.
In addition, determining a review time period in response to the review request specifically includes: determining a review time point and a current live time point in response to the review request; and determining a review time period according to the review time point and the current live broadcast time point.
Drawings
One or more embodiments are illustrated by way of example in the accompanying drawings, which correspond to the figures in which like reference numerals refer to similar elements and which are not to scale unless otherwise specified.
Fig. 1 is a flowchart illustrating a live review scheduling method according to a first embodiment of the present invention;
fig. 2 is a flowchart illustrating a live review scheduling method according to a second embodiment of the present invention;
fig. 3 is a schematic structural diagram of a live review scheduling apparatus according to a third embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention more apparent, embodiments of the present invention will be described in detail below with reference to the accompanying drawings. However, it will be appreciated by those of ordinary skill in the art that numerous technical details are set forth in order to provide a better understanding of the present application in various embodiments of the present invention. However, the technical solution claimed in the present application can be implemented without these technical details and various changes and modifications based on the following embodiments.
The invention relates to a live-broadcast review scheduling method, which is characterized in that the core of the method is to count the historical access information of video slices at each live-broadcast visual angle; combining the video slices of all live broadcast visual angles according to historical access information to obtain video slices to be recommended; and recommending the video slices to be recommended to the user terminal. Through counting historical access information of video slices at each live view angle, the video slices at each live view angle are combined according to the access information of the user to obtain video slices to be recommended, and the video slices to be recommended are recommended to the user terminal, so that the video slices of each live video are combined and recommended according to the historical access information, the content seen by the user holding the user terminal is diversified and richer, and the user experience is improved.
The implementation details of the live review scheduling method according to this embodiment are specifically described below, and the following description is only provided for facilitating understanding, and is not necessary for implementing this solution.
A flow diagram of the live review scheduling method in this embodiment is shown in fig. 1:
step 101: and counting the downloading times of the video slices of each live view.
Specifically, in the prior art, a plurality of cameras are usually used in a live broadcast site to simultaneously acquire video signals in a live broadcast environment, each camera corresponds to a live broadcast view, and a live broadcast video stream at each live broadcast view is uploaded through the internet and directly injected into a CDN platform (Content Delivery Network). The CDN platform receives live video streams from different cameras and different protocols, translates the live video streams of all live view angles, and stores the live video streams in the same video format in the CDN platform. For example, the hls protocol is currently mainstream. The video camera sends the live video stream to the CDN platform through different transmission protocols, and the CDN platform packages the received live video stream into ts video slices in a unified mode and stores the ts video slices in the CDN platform. When a user in a certain region accesses a certain live broadcast view angle of the live broadcast, a CDN node in the region receives an access request of the user, and a CDN platform sends a live broadcast video stream of the live broadcast view angle to the CDN node in the region, so that the CDN node in the region provides the live broadcast video stream of the live broadcast view angle for the user or other users in the region, and CDN acceleration is realized.
The CDN node in each domain records historical access information of all users accessing the CDN node, for example: there are how many users viewed live slices from a certain viewing angle at a certain historical moment. In this embodiment, the historical access information is the download times of the video slices, and the greater the download times of a certain video slice, the greater the number of people watching the video slice, and the higher the popularity of the video slice. For example, in a live broadcast ball game of beijing national security to shanghai scholaria, the number of times of downloading live broadcast video slices at the beijing view angle by the CDN node in the beijing area is higher, and the number of times of downloading live broadcast video slices at the shanghai view angle by the CDN node in the shanghai area is higher.
Step 102: a review request of the user terminal is received, and a review period is determined in response to the review request.
In this embodiment, determining a review time period in response to the review request specifically includes: determining a review time point and a current live time point in response to the review request; and determining a review time period according to the review time point and the current live broadcast time point.
Specifically, in this embodiment, when receiving a review request from a user terminal, a CDN node in the area of the user terminal determines a review time point and a current live time point in response to the review request, thereby determining a time period for the user to review (the review time period is current live time point — review time point).
Step 103: video slices for respective live views within a review time period are determined.
Specifically, after the review time period of the user terminal is determined, the video slices of the live view angles of the live video in the review time period are determined, so that the download times of the video slices of each live view angle in the review time period can be acquired.
Step 104: and sequencing the video slices of each live view in the review time period according to the downloading times.
Step 105: and obtaining a plurality of video slices according to the sequence from the video slice with the highest downloading frequency, wherein the accumulated time of the video slices is the same as the review time.
Step 106: and integrating the plurality of video slices to obtain a video slice to be recommended, and recommending the video slice to be recommended to the user terminal.
Specifically, for the above steps 103 to 104, the video slices at each live view in the review time period are sorted according to the downloading times, and a plurality of video slices are obtained from the video slice with the highest downloading time according to the sorting, so that the accumulated time of the plurality of video slices is the same as the review time, that is, the downloading times, that is, the heat of each video slice of the obtained plurality of video slices is higher than that of other video slices. Therefore, the video slices with higher heat are integrated to obtain the video slices to be recommended, and the video slices to be recommended are recommended to the user terminal. The video slices of the live videos are combined and recommended according to the downloading times, so that the content seen by the user with the user terminal is more diversified and richer, and the user experience is improved.
For example: in a live broadcast ball game of Beijing national security to Shanghai Shenhua, a Beijing user requests to watch a video review before 1 minute again, and if one ts slice is 10s, the CDN node of the Beijing obtains the downloading times of the video slices of each live broadcast view angle within 1 minute, reorganizes the first 6 video slices with more downloading times to obtain a video slice to be recommended and pushes the video slice to the user terminal. The 6 video slices are likely not from the same live view, and the live view of the video slice viewed by the user holding the user terminal is likely to be different from the live view viewed by the user prior to review.
The user sees 6 ts slices, ordered by the user's play hotness in this region. That is, the review content viewed by the user may not be consistent with the previously viewed live seat.
In this embodiment, integrating a plurality of video slices to obtain a video slice to be recommended specifically includes: determining a starting time point of each of a plurality of video slices; sequencing the video slices according to the time sequence according to the starting time point of each video slice; and taking the sequenced video slices as video slices to be recommended.
Specifically, in the embodiment, when a plurality of video slices are integrated, the plurality of video slices are sequenced according to the time point of each video slice and the plurality of video slices sequenced according to the time sequence are used as video slices to be recommended, so that the video slices watched by the user have a chronological order, and the user can watch the video slices conveniently.
In this embodiment, recommending a video slice to be recommended to a user terminal specifically includes: and generating a download address of the video slice to be recommended, and sending the download address to the user terminal so that the user terminal can download the video slice to be recommended according to the download address.
Specifically, when the CDN node pushes a video slice to be recommended to the user terminal, a download address of the recommended video slice is generated first, where the download address is a plurality of sub-download address groups, and one sub-download address corresponds to one video slice. And after receiving the sub-download address group, the user terminal sequentially downloads and plays the video slices according to the sequence of each sub-download address in the sub-download address group.
Compared with the prior art, the live-broadcast review scheduling method provided by the embodiment of the invention has the advantages that the video slices of the live-broadcast videos are combined to obtain the video slices to be recommended according to the access information of the user by counting the historical access information of the video slices of the live-broadcast views, and the video slices to be recommended are recommended to the user terminal, so that the video slices of the live-broadcast videos are combined and recommended according to the historical access information, the content seen by the user holding the user terminal is more diversified and richer, and the user experience is improved.
The second embodiment of the invention relates to a live-broadcast review scheduling method. The second embodiment is substantially the same as the first embodiment, and the main difference is that in this embodiment, by acquiring a video slice of a live view angle with the highest download frequency in all live view angles within each video slice time, a time-continuous video slice to be recommended with higher heat is obtained, so that a user holding the user terminal can view the video slice of the live view angle with the highest heat within each video slice time, and user experience is further improved.
A flow diagram of the live review scheduling method in this embodiment is shown in fig. 2, and specifically includes:
step 201: and counting historical access information of the video slices of each live view.
Step 202: a review request of the user terminal is received, and a review period is determined in response to the review request.
Step 203: video slices for respective live views within a review time period are determined.
The steps 201 to 203 are substantially the same as the steps 101 to 103 in the first embodiment, and are not described again.
Step 204: a plurality of video slices for which a broadcast view is within a review period is determined.
Step 205: the number of downloads of video slices of other live views within the time of each of the plurality of video slices is determined.
Step 206: and acquiring the video slice of the live broadcast visual angle with the highest downloading frequency in the time of each video slice to obtain a plurality of time-continuous video slices.
Step 207: and taking the plurality of time-continuous video slices as video slices to be recommended, and recommending the video slices to be recommended to the user terminal.
Specifically, with respect to the above-mentioned step 204 to step 207, after determining the video slices of the respective live view angles in the review time period, determining a plurality of video slices within a certain live view angle within the review time period, and determining the number of downloads of the video slices of the other live view angles within the time of each of the plurality of video slices. The method comprises the steps of obtaining video slices of the live view angle with the highest download frequency in all live view angles in each video slice time, obtaining a video slice set with the highest heat in each video slice time, integrating to obtain video slices to be recommended with the high heat in continuous time, pushing the video slices to be recommended to a user terminal, enabling a user holding the user terminal to watch the video slices of the live view angle with the highest heat in each video slice time, and further improving user experience.
In this embodiment, obtaining a video slice of a live view angle at which each video slice is downloaded for the highest number of times within the time period of the video slice to obtain a plurality of video slices that are time-continuous specifically includes: acquiring a video slice of a live broadcast visual angle with the highest downloading frequency within the time of each video slice; determining whether a plurality of video slices with the highest downloading frequency in the same video slice time are available; if the number of the video slices is multiple, the video slice with the same live view angle as the previous video slice or the next video slice is reserved as the video slice with the highest downloading frequency. Specifically, when a plurality of video slices with the highest download times within the same video slice time are available, the video slices with the same live view angle as the previous video slice or the next video slice are reserved, so that the video to be recommended watched by the user is the video slice with the same live view angle and the highest download times, and the user can watch the video more smoothly.
Compared with the prior art, the live broadcast review scheduling method provided by the embodiment of the invention obtains the time-continuous video slices to be recommended with higher heat by acquiring the video slices of the live broadcast visual angle with the highest download frequency in all the live broadcast visual angles in each video slice time, so that a user holding the user terminal can watch the video slices of the live broadcast visual angle with the highest heat in each video slice time, and the user experience is further improved.
The steps of the above methods are divided for clarity, and the implementation may be combined into one step or split some steps, and the steps are divided into multiple steps, so long as the same logical relationship is included, which are all within the protection scope of the present patent; it is within the scope of the patent to add insignificant modifications to the algorithms or processes or to introduce insignificant design changes to the core design without changing the algorithms or processes.
A third embodiment of the present invention relates to a live review scheduling apparatus, as shown in fig. 3, including at least one processor 301; and a memory 302 communicatively coupled to the at least one processor 301; the memory 302 stores instructions executable by the at least one processor 301, and the instructions are executed by the at least one processor 301, so that the at least one processor 301 can execute the live review scheduling method in the first embodiment or the second embodiment.
Where the memory 302 and the processor 301 are coupled in a bus, the bus may comprise any number of interconnected buses and bridges, the buses coupling one or more of the various circuits of the processor 301 and the memory 302. The bus may also connect various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface provides an interface between the bus and the transceiver. The transceiver may be one element or a plurality of elements, such as a plurality of receivers and transmitters, providing a means for communicating with various other apparatus over a transmission medium. The data processed by the processor 301 is transmitted over a wireless medium through an antenna, which further receives the data and transmits the data to the processor 301.
The processor 301 is responsible for managing the bus and general processing and may also provide various functions including timing, peripheral interfaces, voltage regulation, power management, and other control functions. And memory 302 may be used to store data used by processor 301 in performing operations.
The embodiment of the invention also provides a computer readable storage medium, which stores a computer program, and the computer program realizes the live-broadcast review scheduling method when being executed by a processor.
That is, as can be understood by those skilled in the art, all or part of the steps in the method for implementing the embodiments described above may be implemented by a program instructing related hardware, where the program is stored in a storage medium and includes several instructions to enable a device (which may be a single chip, a chip, or the like) or a processor (processor) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
It will be understood by those of ordinary skill in the art that the foregoing embodiments are specific examples for carrying out the invention, and that various changes in form and details may be made therein without departing from the spirit and scope of the invention in practice.

Claims (7)

1. A live review scheduling method, comprising:
counting historical access information of video slices of each live view, wherein the historical access information is the downloading times of the video slices;
combining the video slices of all live view angles according to the historical access information to obtain video slices to be recommended, and the method specifically comprises the following steps: receiving a review request of a user terminal; determining a lookback time period in response to the lookback request; determining video slices of each live view within the review time period; determining a plurality of video slices for which a broadcast view is within the review time period; determining the number of downloads of video slices of other live viewing angles within the time of each of the plurality of video slices; acquiring a video slice of a live broadcast visual angle with highest download frequency within the time of each video slice to obtain a plurality of time-continuous video slices, wherein if the video slices with the highest download frequency within the time of the same video slice are multiple, the video slices with the same live broadcast visual angles as the previous video slice or the next video slice are reserved as the video slices with the highest download frequency; taking the plurality of time-continuous video slices as the video slices to be recommended;
and recommending the video slices to be recommended to a user terminal.
2. The live review scheduling method according to claim 1, wherein the combining the video slices of the live viewing angles in the review time period according to the download times to obtain a video slice to be recommended specifically includes:
sequencing the video slices of the live broadcast visual angles in the review time period according to the downloading times;
obtaining a plurality of video slices according to the sequence from the video slice with the highest downloading frequency, wherein the accumulated time of the video slices is the same as the review time;
and integrating the plurality of video slices to obtain the video slice to be recommended.
3. The live review scheduling method according to claim 2, wherein the integrating the plurality of video slices to obtain the video slice to be recommended specifically includes:
determining a starting time point of each of the plurality of video slices;
sequencing the video slices according to the time sequence according to the starting time point of each video slice;
and taking the sequenced video slices as the video slices to be recommended.
4. The live review scheduling method according to claim 1, wherein the recommending the video slice to be recommended to a user terminal specifically includes:
and generating a download address of the video slice to be recommended, and sending the download address to a user terminal so that the user terminal can download the video slice to be recommended according to the download address.
5. The live review scheduling method according to claim 1, wherein the determining a review period in response to the review request specifically includes:
determining a review time point and a current live time point in response to the review request;
and determining the review time period according to the review time point and the current live time point.
6. A live review scheduler, comprising:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the live look-back scheduling method of any of claims 1 to 5.
7. A computer-readable storage medium storing a computer program, wherein the computer program, when executed by a processor, implements the live review scheduling method of any of claims 1 to 5.
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