CN116756349A - Multimedia data recommendation method, device, equipment and medium - Google Patents

Multimedia data recommendation method, device, equipment and medium Download PDF

Info

Publication number
CN116756349A
CN116756349A CN202310690241.2A CN202310690241A CN116756349A CN 116756349 A CN116756349 A CN 116756349A CN 202310690241 A CN202310690241 A CN 202310690241A CN 116756349 A CN116756349 A CN 116756349A
Authority
CN
China
Prior art keywords
customization
multimedia data
information
multimedia
option
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202310690241.2A
Other languages
Chinese (zh)
Inventor
黄琰
耿亮
郭迅
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangzhou Shiyinlian Software Technology Co ltd
Guangzhou Kugou Computer Technology Co Ltd
Original Assignee
Guangzhou Shiyinlian Software Technology Co ltd
Guangzhou Kugou Computer Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangzhou Shiyinlian Software Technology Co ltd, Guangzhou Kugou Computer Technology Co Ltd filed Critical Guangzhou Shiyinlian Software Technology Co ltd
Priority to CN202310690241.2A priority Critical patent/CN116756349A/en
Publication of CN116756349A publication Critical patent/CN116756349A/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • G06F16/43—Querying
    • G06F16/435—Filtering based on additional data, e.g. user or group profiles
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/30—Profiles
    • H04L67/306—User profiles
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/55—Push-based network services
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/1396—Protocols specially adapted for monitoring users' activity
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/535—Tracking the activity of the user

Abstract

The application provides a multimedia data recommendation method, device, equipment and medium, and belongs to the technical field of computers. The method comprises the following steps: displaying a custom entry in a multimedia playing interface; responding to access operation of the customization entry, displaying a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, and the second customization option is used for acquiring diversified information; based on the customization interface, acquiring customization information input by a current login account, wherein the customization information comprises multimedia description information and diversified information input by the current login account; and recommending the multimedia data to the current login account based on the customization information. The scheme can more comprehensively meet the recommendation requirement of the user, and improves the recommendation accuracy of the multimedia data.

Description

Multimedia data recommendation method, device, equipment and medium
Technical Field
The present application relates to the field of computer technologies, and in particular, to a method, an apparatus, a device, and a medium for recommending multimedia data.
Background
With the continuous development of internet technology, multimedia data spread in the internet is more and more abundant. Because the quantity of the multimedia data is large, users are difficult to view one by one, and therefore, interested multimedia data can be recommended to the users according to the preference degree of the users for different multimedia data.
Currently, multimedia data is typically recommended to a user based on the user's historical behavior data (e.g., browsing records, praise records, attention records, comment records, etc.). However, the user's interest is not constant, and thus, the user is not necessarily interested in the multimedia data recommended each time, and thus, the recommendation accuracy of the multimedia data is poor.
Disclosure of Invention
The embodiment of the application provides a multimedia data recommendation method, device, equipment and medium, which improve the recommendation accuracy of multimedia data. The technical scheme is as follows:
in one aspect, a multimedia data recommendation method is provided, the method including:
displaying a customization inlet in a multimedia playing interface, wherein the customization inlet is used for initiating customization of a recommendation mode of multimedia data;
responding to the access operation of the customization entry, displaying a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the diversified information is used for indicating whether to recommend multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data;
Based on the customization interface, acquiring customization information input by the current login account, wherein the customization information comprises multimedia description information and diversified information input by the current login account;
and recommending the multimedia data to the current login account based on the customization information.
In another aspect, there is provided a multimedia data recommendation apparatus, the apparatus including:
the display module is used for displaying a customization inlet in the multimedia playing interface, wherein the customization inlet is used for initiating customization of a recommendation mode of the multimedia data;
the display module is used for responding to the access operation of the customization entry, displaying a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the diversified information is used for indicating whether to recommend multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data;
the acquisition module is used for acquiring customization information input by the current login account based on the customization interface, wherein the customization information comprises multimedia description information and diversified information input by the current login account;
And the recommending module is used for recommending the multimedia data to the current login account based on the customization information.
In another aspect, a computer device is provided, the computer device including a processor and a memory, the memory storing at least one program code, the at least one program code loaded and executed by the processor to implement the multimedia data recommendation method according to any of the above-described implementations.
In another aspect, a computer readable storage medium is provided, in which at least one program code is stored, the at least one program code being loaded and executed by a processor to implement a multimedia data recommendation method according to any one of the above-mentioned implementations.
In another aspect, a computer program product is provided, the computer program product comprising at least one piece of program code, the at least one piece of program code being loaded and executed by a processor to implement a multimedia data recommendation method as described in any of the above implementations.
The technical scheme provided by the embodiment of the application has the beneficial effects that at least:
according to the multimedia data recommendation method provided by the embodiment of the application, a user can customize multimedia description information and diversified information in the customization interface, and as the diversified information is used for indicating the ratio of the multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data, the user can customize what multimedia data the user wants in the customization interface, can customize whether to recommend other multimedia data and the ratio of other multimedia data, can more comprehensively meet the customization requirement of the user, and improves the accuracy of multimedia data recommendation.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present application, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic illustration of an implementation environment provided by an embodiment of the present application;
fig. 2 is a flowchart of a multimedia data recommendation method according to an embodiment of the present application;
fig. 3 is a flowchart of a multimedia data recommendation method according to an embodiment of the present application;
fig. 4 is a schematic diagram of a multimedia data playing interface according to an embodiment of the present application;
FIG. 5 is a schematic illustration of a first defining sub-interface provided by an embodiment of the present application;
FIG. 6 is a schematic diagram of a second custom sub-interface provided by an embodiment of the present application;
FIG. 7 is a schematic diagram of a second custom sub-interface provided by an embodiment of the present application;
FIG. 8 is a schematic diagram of a second custom sub-interface provided by an embodiment of the present application;
FIG. 9 is a schematic diagram of a multimedia recommendation interface according to an embodiment of the present application;
FIG. 10 is a schematic diagram of a multimedia recommendation interface according to an embodiment of the present application;
FIG. 11 is a schematic diagram of a multimedia recommendation interface according to an embodiment of the present application;
fig. 12 is a schematic structural diagram of a multimedia data recommendation device according to an embodiment of the present application;
fig. 13 is a schematic structural diagram of a terminal according to an embodiment of the present application;
fig. 14 is a schematic structural diagram of a server according to an embodiment of the present application.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present application more apparent, the embodiments of the present application will be described in further detail with reference to the accompanying drawings.
The terms "first," "second," "third," and "fourth" and the like in the description and in the claims and drawings are used for distinguishing between different objects and not necessarily for describing a particular sequential or chronological order. Furthermore, the terms "comprising," "including," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those listed steps or elements but may include other steps or elements not listed or inherent to such process, method, article, or apparatus.
It should be noted that, the information (including but not limited to user equipment information, user personal information, etc.), data (including but not limited to data for analysis, stored data, presented data, etc.), and signals related to the present application are all authorized by the user or are fully authorized by the parties, and the collection, use, and processing of the related data is required to comply with the relevant laws and regulations and standards of the relevant countries and regions.
The multimedia data recommendation method provided by the embodiment of the application is executed by the terminal. In some embodiments, the terminal may be a mobile phone, a tablet computer, a desktop computer, a notebook computer, an intelligent home appliance, an intelligent wearable device, or the like, and the embodiment of the application does not limit the type of the terminal.
Fig. 1 is a schematic diagram of an implementation environment provided by an embodiment of the present application, and as shown in fig. 1, the implementation environment includes a terminal 101 and a server 102, where the terminal 101 and the server 102 are connected through a wired or wireless network.
In some embodiments, a target application served by the server 102 is installed on the terminal 101, and the terminal 101 can implement functions such as data transmission, message interaction, and the like through the target application. Alternatively, the target application is a target application in the operating system of the terminal 101 or a target application provided for a third party. For example, the target application is a multimedia processing application having a multimedia processing function, such as a multimedia playing function, a multimedia recording function, a multimedia sharing function, a multimedia recommending function, and the like. Of course, the multimedia processing application can also have other functions, such as a criticizing function, a shopping function, a navigation function, a game function, and the like. Optionally, the server 102 is a background server of the target application or a cloud server providing services such as cloud computing and cloud storage.
In some embodiments, the terminal 101 is configured to log in to the target application based on the user identification, send a multimedia recommendation request to the server 102 through the target application, and the server 102 recommends multimedia data to the terminal 101 based on the multimedia recommendation request. Optionally, the multimedia recommendation request carries an account identifier, the server 102 obtains the customized information corresponding to the user account based on the corresponding relationship between the account identifier and the customized information, and recommends the multimedia data to the terminal 101 based on the customized information. Optionally, the customization information includes multimedia description information and diversification information, wherein the diversification information is used to indicate a duty ratio of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended.
It should be noted that the above-mentioned process may be performed by the terminal 101 and the server 102 in cooperation, and the specific steps performed by the electronic device 101 and the server 102 are not limited.
The multimedia data recommendation method provided by the embodiment of the application can be applied to any multimedia recommendation scene. For example, apply to song recommendation scenarios: if the multimedia data recommendation method provided by the embodiment of the application is adopted, when a user listens to songs in a song playing application, the user can access the customization interface, and multimedia description information and diversified information are input into the customization interface, so that the user can customize not only favorite songs, but also whether to recommend other types of songs, the customization requirement of the user can be more comprehensively met, and the accuracy of multimedia data recommendation is improved.
Of course, the multimedia data recommendation method provided by the embodiment of the application can also be applied to any multimedia data recommendation scene such as a short video recommendation scene, a television play recommendation scene, a cartoon recommendation scene, a novel recommendation scene and the like.
Fig. 2 is a flowchart of a multimedia data recommendation method according to an embodiment of the present application, where an execution body is taken as an example of a terminal to perform an exemplary description. Referring to fig. 2, the method includes:
201. the terminal displays a customization entry in the multimedia playing interface, wherein the customization entry is used for initiating customization of a recommendation mode of the multimedia data.
The multimedia playing interface is an interface for playing multimedia data. In some embodiments, the multimedia playback interface is the home page of the target application. Of course, the multimedia playing interface may also be other pages of the target application, such as a multimedia recommendation interface, which is not limited in the embodiment of the present application.
The customization portal is used to initiate customization of a recommendation of the multimedia data. The custom portal may be displayed in any position in the multimedia playing interface in any form, and the display form and display position of the custom portal are not limited in the embodiments of the present application. For example, the custom portal is presented in card form; as another example, the custom portal is presented in the form of a button or the like; as another example, the custom portal is presented at the top of the multimedia playback interface; as another example, the custom portal is presented at the bottom of the multimedia playing interface; as another example, the custom portal is presented in a middle position of the multimedia playing interface, etc.
In some embodiments, the terminal further displays an adjustment option of the custom portal, through which the user may select to stow the custom portal, deploy the custom portal, hide the custom portal, adjust a display style of the custom portal, and the like, which is not limited in the embodiments of the present application.
202. The terminal responds to the access operation of the customization entry, displays a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the diversified information is used for indicating whether to recommend the multimedia data which does not accord with the multimedia description information acquired by the first customization option.
The access operation to the custom portal may be any one or a combination of multiple trigger operations such as clicking operation, long-press operation, sliding operation, double-click operation, etc. of the custom portal, and the access operation to the custom portal is not limited in the embodiment of the present application.
The first customization option and the second customization option in the embodiments of the present application may be any form of options. For example, the first and second customization options may be input box options, in which the user may input multimedia description information, and in which the diversification information is input. For another example, the first customization option and the second customization option may be button options, the first customization option may provide a plurality of pieces of multimedia description information, one piece of multimedia description information corresponds to one button option, the user selects one or more pieces of multimedia description information from the pieces of multimedia description information provided by the first customization option, the second customization option may provide a plurality of pieces of diversification information, one piece of diversification information corresponds to one button option, and the user selects one piece of diversification information from the pieces of diversification information provided by the second customization option.
In the embodiment of the application, the diversified information is used for indicating whether to recommend the multimedia data which does not accord with the multimedia description information acquired by the first customization option. In some embodiments, the multiplexing information is a first multiplexing information, a second multiplexing information, or a third multiplexing information; when the first multi-element information is used for indicating to recommend the multimedia data, only the multimedia data which accords with the multimedia description information acquired by the first customized option is recommended, when the second multi-element information is used for indicating to recommend the multimedia data, the multimedia data which accords with the multimedia description information acquired by the first customized option and the multimedia data which does not accord with the multimedia description information acquired by the first customized option are recommended, and when the third multi-element information is used for indicating to recommend the multimedia data, only the multimedia data which does not accord with the multimedia description information acquired by the first customized option is recommended.
It should be noted that the embodiment of the present application is only exemplified by dividing the diversified information into 3 levels, and in another embodiment, the diversified information may be divided into more levels, for example, 5 levels, 6 levels, 7 levels, etc. Taking the level 5 as an example, the first level of the multi-level information is used for indicating that when the multi-media data is recommended, only the multi-media data conforming to the multi-media description information acquired by the first customized option is recommended, the second level of the multi-level information is used for indicating that when the multi-media data is recommended, 75% of the multi-media data conforming to the multi-media description information acquired by the first customized option and 25% of the multi-media data not conforming to the multi-media description information acquired by the first customized option are recommended, the third level of the multi-level information is used for indicating that when the multi-media data is recommended, 50% of the multi-media data conforming to the multi-media description information acquired by the first customized option and 50% of the multi-media data not conforming to the multi-media description information acquired by the first customized option are recommended, and the fourth level of the multi-level information is used for indicating that when the multi-media data is recommended, 25% of the multi-media data conforming to the multi-media description information acquired by the first customized option and 75% of the multi-media description information not conforming to the multi-media description information acquired by the first customized option are recommended.
203. The terminal acquires customization information input by the current login account based on a customization interface, wherein the customization information comprises multimedia description information and diversified information input by the current login account.
204. And recommending the multimedia data to the current login account by the terminal based on the customization information.
Because the customization information comprises the multimedia description information and the diversified information input by the current login account, when the terminal recommends the multimedia data to the current login account based on the customization information, whether to recommend the multimedia data which does not accord with the multimedia description information to the current login account can be determined based on the diversified information in the customization information.
According to the multimedia data recommendation method provided by the embodiment of the application, a user can customize multimedia description information and diversified information in the customization interface, and as the diversified information is used for indicating the ratio of the multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data, the user can customize what multimedia data the user wants in the customization interface, can customize whether to recommend other multimedia data and the ratio of other multimedia data, can more comprehensively meet the customization requirement of the user, and improves the accuracy of multimedia data recommendation.
In one possible implementation manner, the obtaining, based on the customization interface, customization information input by the current login account includes:
the second customization option comprises a plurality of customization sub-options, one customization sub-option corresponds to a multi-level, and the height of the multi-level is positively related to the duty ratio of the multimedia data which does not accord with the multimedia description information when the multimedia data is recommended; responding to the selection operation of any one of the second customization options, and acquiring the diversification level corresponding to the customization sub-option as the diversification information input by the current login account; or alternatively, the process may be performed,
the second customization option comprises a plurality of customization sub-options, and one customization sub-option corresponds to a ratio which is used for representing the duty ratio of the multimedia data which does not accord with the multimedia description information when the multimedia data is recommended; responding to the selection operation of any one of the second customization options, and acquiring the corresponding ratio of the customization sub-options as the diversification information input by the current login account; or alternatively, the process may be performed,
the second customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the multimedia description information when recommending the multimedia data; in response to an input operation to the second customization option, a ratio of the current login account input is determined as the diversification information.
In one possible implementation, the recommending the multimedia data to the current login account based on the customization information includes:
if the diversified information indicates that the duty ratio of the multimedia data which does not accord with the multimedia description information is not 0, acquiring reference multimedia description information meeting similar conditions based on the multimedia description information in the customized information;
and recommending the multimedia data meeting the customized information or the reference multimedia description information to the current login account.
In one possible implementation manner, the obtaining, based on the customization interface, customization information input by the current login account includes at least one of the following:
the first customized option comprises a plurality of publisher options, and a publisher identifier corresponding to any one or more publisher options is determined to be the multimedia description information input by the current login account in response to the selection operation of the selected publisher option;
the first customized option comprises a plurality of style options, and the style information corresponding to any one or a plurality of style options is determined to be the multimedia description information input by the current login account in response to the selected operation of the selected style options;
The first customized option comprises a plurality of type options, and type information corresponding to the selected type options is determined to be multimedia description information input by the current login account in response to the selected operation of any one or more type options;
the first customized option comprises a plurality of emotion options, and in response to the selection operation of any one or more emotion options, emotion information corresponding to the selected emotion options is determined to be multimedia description information input by the current login account.
In one possible implementation, the custom interface includes a first custom sub-interface and a second custom sub-interface; the responding to the access operation to the customization portal displays a customization interface, comprising:
responsive to an access operation to the custom portal, displaying the first custom sub-interface, the first custom sub-interface including a portion of the first custom options;
and responding to the customization completion operation in the first customization sub-interface, displaying the second customization sub-interface, wherein the second customization sub-interface comprises multimedia description information input in the first customization sub-interface by the current login account, and further comprises the rest options and the second customization options in the first customization options.
In one possible implementation, the method further includes:
the second customized sub-interface also comprises a first adding option corresponding to the multimedia description information input in the first customized sub-interface; responding to the triggering operation of the first adding option, and displaying the first determining sub-interface; or alternatively, the process may be performed,
the second custom sub-interface also includes a return option; and responding to the triggering operation of the return option, and displaying the first determination sub-interface.
In one possible implementation, the first customization option includes a plurality of publisher options; the display customization interface includes:
a publisher acquisition request is sent to a server, wherein the publisher acquisition request carries an account identifier of the current login account and is used for indicating the server to acquire a plurality of publisher identifiers meeting preference conditions based on historical behavior data of the current login account;
receiving a plurality of publisher identifications returned by the server based on the publisher acquisition request;
based on the plurality of publisher identifications, a plurality of publisher options are displayed in the custom interface.
In one possible implementation, the custom interface includes a query option, the method further comprising:
responding to the query operation of the query options, and acquiring a third customized option matched with the query information input by the current login account;
Adding the third customization option to the customization interface; alternatively, the third customization option is added to the customization interface and set to a selected state.
In a possible implementation manner, the customization interface further includes a fourth customization option, where the fourth customization option is used to obtain preference change information, where the preference change information is used to indicate whether to select multimedia data that does not conform to the historical preference from the multimedia data that conforms to the multimedia description information, and recommend the selected multimedia data to the current login account; the customization information also includes preference change information entered by the current login account based on the fourth customization option.
In one possible implementation manner, the obtaining, based on the customization interface, customization information input by the current login account includes:
the fourth customization option comprises a plurality of customization sub-options, wherein one customization sub-option corresponds to a preference change level, and the height of the preference change level is positively related to the duty ratio of the multimedia data which does not accord with the historical preference; responding to the selection operation of any one of the fourth customization options, and acquiring the preference change level corresponding to the customization sub-option as the preference change information input by the current login account; or alternatively, the process may be performed,
The fourth customization option comprises a plurality of customization sub-options, wherein one customization sub-option corresponds to a ratio which is used for representing the ratio of the multimedia data which does not accord with the historical preference when the multimedia data is recommended; responding to the selection operation of any one of the fourth customization options, and acquiring the corresponding ratio of the customization sub-options as preference change information input by the current login account; or alternatively, the process may be performed,
the fourth customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the history preference when recommending the multimedia data; in response to an input operation to the fourth customization option, a ratio of the current login account input is determined as the preference change information.
In one possible implementation, the method further includes:
after the current login account inputs at least one piece of multimedia description information and the diversified information, responding to any editing operation in the customized interface, and determining the currently input multimedia description information and the currently input diversified information of the current login account;
retrieving multimedia data matching the currently input multimedia description information and the diversification information;
if the number of the retrieved multimedia data does not exceed the first threshold, sending first prompt information to the current login account, wherein the first prompt information is used for prompting a user to modify the input multimedia description information or the diversified information so as to enlarge the retrieval range.
In one possible implementation, the method further includes:
the custom interface is set to an inoperable state during retrieval of multimedia data matching the currently input multimedia description information and the diversification information.
In one possible implementation, the recommending multimedia data to the current login account based on the customization information includes at least one of:
acquiring a multimedia data list based on the customization information, wherein the multimedia data list comprises a plurality of pieces of multimedia data matched with the customization information; displaying the multimedia data list, and playing the pieces of multimedia data according to the multimedia data list;
based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and displaying the customized information and the pieces of multimedia data in a multimedia recommendation interface;
acquiring a plurality of pieces of multimedia data matched with the customized information based on the customized information, determining prompt information matched with the quantity based on the quantity of the pieces of multimedia data, and displaying the pieces of multimedia data and the prompt information in a multimedia recommendation interface;
based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, discarding the multimedia data collected by the current login account in the plurality of pieces of multimedia data, and recommending the rest multimedia data to the current login account;
And based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and if the number of the pieces of multimedia data is smaller than a second threshold value, adjusting the customized information according to an adjustment rule until the number of the pieces of multimedia data matched with the adjusted customized information is larger than the second threshold value, and recommending the multimedia data matched with the adjusted customized information to the current login account.
In one possible implementation, the method further includes at least one of:
responding to collection operation of the multimedia data list, and establishing an association relation between the multimedia data list and the current login account;
the multimedia recommendation interface also comprises a modification option corresponding to the customization information, and the customization interface is displayed in response to the triggering operation of the modification option;
the multimedia recommendation interface further includes an update option or a replacement option, which is set to an inoperable state in case that a plurality of pieces of multimedia data matched with the customized information is less than a third threshold value, the third threshold value being greater than the second threshold value.
In one possible implementation manner, the determining, based on the number of the pieces of multimedia data, the prompt information matching the number, and displaying the pieces of multimedia data and the prompt information, includes: if the number of the pieces of multimedia data is smaller than the second threshold value, acquiring second prompt information, wherein the second prompt information is used for prompting that the number of the multimedia data of the current login account is insufficient, and the recommendation range is expanded; displaying the pieces of multimedia data, the multimedia data matched with the adjusted customized information and the second prompt information, wherein the second prompt information is positioned between the pieces of multimedia data and the multimedia data matched with the adjusted customized information; if the number of the pieces of multimedia data is larger than the second threshold value and smaller than the fourth threshold value, third prompt information is obtained, the third prompt information is used for prompting the current login account to modify the customized information so as to expand the recommended range, and the pieces of multimedia data and the third prompt information are displayed;
Or alternatively, the process may be performed,
the adjustment rule is used to indicate at least one of: expanding the scope of publishers, deleting style information in the customized information, deleting type information in the customized information and deleting emotion information in the customized information.
In one possible implementation, after recommending the multimedia data to the current login account based on the customization information, the method further includes at least one of:
under the condition that a preset updating condition is met, based on the customized information, re-acquiring a plurality of pieces of multimedia data matched with the customized information, wherein the re-acquired pieces of multimedia data are not identical with the last recommended pieces of multimedia data; recommending the retrieved pieces of multimedia data to the current login account;
responding to the updating operation, and acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data; displaying the first multimedia data before the last recommended multimedia data;
and responding to a batch changing operation, acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data, and recommending the first multimedia data to the current login account.
In one possible implementation manner, the obtaining the first multimedia data that matches the customization information and is different from the last recommended multimedia data, and recommending the first multimedia data to the current login account includes:
if the number of the multimedia data matched with the customized information is larger than a fifth threshold value, selecting a first number of first multimedia data from the first multimedia data which is matched with the customized information and is different from the last recommended multimedia data;
deleting the first quantity of multimedia data from the last recommended multimedia data to obtain residual multimedia data;
and recommending the first multimedia data to the current login account after mixing and sorting the first multimedia data with the rest multimedia data.
Any combination of the above optional solutions may be adopted to form an optional embodiment of the present application, which is not described herein.
Fig. 3 is a flowchart of a multimedia data recommendation method provided by an embodiment of the present application, where an execution body is taken as a terminal for performing an exemplary description, and referring to fig. 3, the method includes:
301. the terminal displays a customization entry in the multimedia playing interface, wherein the customization entry is used for initiating customization of a recommendation mode of the multimedia data.
The step 301 is similar to the step 201, and will not be described in detail here, and only the multimedia data playing interface is illustrated in fig. 4 as an example.
Fig. 4 illustrates a multimedia playing interface including a customization entry in which "+" marks may be displayed to prompt a user to click on the customization entry to initiate customization of a recommendation of multimedia data.
302. The terminal responds to the access operation of the customization entry, and displays a customization interface, wherein the customization interface comprises a first customization option, a second customization option and a fourth customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the fourth customization option is used for acquiring preference change information.
It should be noted that, in the embodiment of the present application, the custom interface is only exemplified by the case that the custom interface includes the first custom option, the second custom option and the third custom option, and in another embodiment, the custom interface may include only the first custom option and the second custom option, or may include only the first custom option and the fourth custom option, and of course, the custom interface may also include the third custom option, the fifth custom option and the like.
Next, the embodiment of the present application exemplarily describes the first customization option, the second customization option, and the third customization option:
in one possible implementation, the first customization option is a plurality of options, one option corresponds to one piece of multimedia description information, and the user can input the multimedia description information in a manner of selecting the option in the customization interface. Optionally, the first customization option includes at least one of: a plurality of publisher options; a plurality of style options; a plurality of type options; a plurality of emotional options.
Wherein one publisher option corresponds to a publisher identification, which is used to represent a publisher that publishes the multimedia data. For example, when the multimedia data is a song, the publisher is a singer; as another example, when the multimedia data is a television show, the publishers are actors and directors. A style option corresponds to a piece of style information, which may be country music, classical music, rock music, pop music, etc. One type of option corresponds to one piece of type of information, which may be popular, new multimedia, etc. One emotion option corresponds to one piece of emotion information, which may be lyrics, romance, cheerful, anxiety, etc.
In some embodiments, the first customization option includes a plurality of publisher options; the plurality of publisher options may be determined randomly, or may be publisher options of a plurality of publishers that are favorite to the user, which is not limited by the embodiment of the present application. Optionally, the plurality of publisher options in the custom interface are publisher options of a plurality of publishers that the user prefers. The terminal displays a customized interface, comprising: sending a publisher acquisition request to a server, wherein the publisher acquisition request carries an account identifier of a current login account and is used for indicating the server to acquire a plurality of publisher identifiers meeting preference conditions based on historical behavior data of the current login account; the receiving server returns a plurality of publisher identifiers based on the publisher acquisition request; based on the plurality of publisher identifications, a plurality of publisher options are displayed in a custom interface.
The plurality of publisher identifiers meeting the preference condition may be the publisher identifiers of the plurality of publishers that the current login account is favorite, and the number of the plurality of publisher identifiers is not limited in the embodiment of the present application, for example, the server may determine 11 publishers that the current login account is favorite, and issue the publisher identifiers of the 11 publishers to the terminal.
In some embodiments, when the terminal displays the plurality of publisher identifiers in the custom interface based on the plurality of publisher identifiers, the terminal may sequentially display the plurality of publisher identifiers in order from high preference to low preference, sequentially display the plurality of publisher identifiers in random order, sequentially display the plurality of publisher identifiers in initial order, and the like.
In one possible implementation, the second customization option includes a plurality of customization sub-options, one customization sub-option corresponding to each level of a plurality of levels, the level of the plurality of levels being positively correlated with a duty cycle of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended. In another possible implementation, the second customization option includes a plurality of customization sub-options, one customization sub-option corresponding to a ratio value that is used to represent a duty cycle of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended. In another possible implementation, the second customization option is an input box option, and is used for acquiring the duty ratio of the multimedia data which does not conform to the multimedia description information when the multimedia data is recommended.
In one possible implementation manner, the customization interface includes a fourth customization option, where the fourth customization option is used to obtain preference change information, where the preference change information is used to indicate whether to select, from the multimedia data that conforms to the multimedia description information, multimedia data that does not conform to the historical preference for recommending to the current login account; the customization information also includes preference change information entered by the login account based on the fourth customization option.
In some embodiments, the fourth customization option includes a plurality of customization sub-options, one customization sub-option corresponding to a preference change level, the preference change level being positively correlated to the duty cycle of the multimedia data that does not conform to the historical preference. In other embodiments, the fourth customization option includes a plurality of customization sub-options, one customization sub-option corresponding to a ratio that is used to indicate the duty cycle of the multimedia data that does not meet the historical preference when recommending the multimedia data. In other embodiments, the fourth customization option is an input box option for capturing the duty cycle of the multimedia data that does not meet the historical preference when recommending the multimedia data.
It should be noted that, in order to avoid that the customization options provided by the customization interface cannot meet the customization needs of the user, the embodiment of the present application further provides a function of adding the customization options. In one possible implementation, the method further includes: the customization interface comprises a query option, and a third customization option matched with the query information input by the current login account is obtained in response to the query operation of the query option; the third customization option is added to the customization interface or the third customization option is added to the customization interface and is set to the selected state.
Next, the embodiment of the present application exemplarily describes a display form of a custom interface:
in one possible implementation, since the custom interface requires more custom options to be displayed, the custom interface may be split into two interfaces, with multiple custom options being distributed among the two interfaces. That is, the custom interface includes a first custom sub-interface and a second custom sub-interface. The terminal responds to the access operation to the customization entry, displays a customization interface, and comprises the following steps: the terminal responds to the access operation of the customized portal and displays a first customized sub-interface, wherein the first customized sub-interface comprises part of options in first customized options; and responding to the customization completion operation in the first customization sub-interface, displaying a second customization sub-interface, wherein the second customization sub-interface comprises the multimedia description information input in the first customization sub-interface by the current login account, and further comprises the rest options and the second customization options in the first customization options.
For example, fig. 5 shows a first customized sub-interface including a plurality of singer options (i.e., publisher options), and after the user selects one or more singer options, if clicking on the "continue" option, the terminal jumps from the first customized sub-interface to a second customized sub-interface, as shown in fig. 6, in which a singer multiple option (i.e., second customized option) and a singer familiarity option (i.e., fourth customized option) are displayed, and in which a plurality of singers selected by the user in the first customized sub-interface are displayed on top of the second customized sub-interface. Of course, other first customization options, such as genre options, mood options, etc., may also be displayed in the second customization sub-interface.
Wherein "low" in the singer's multitudes option is used to indicate that songs by the user are recommended, and "medium" in the singer's multitudes option is used to indicate that songs by other singers similar to the user are added when songs by the user are recommended, and "high" in the singer's multitudes option is used to indicate that songs by other singers similar to the user are added when songs by the user are recommended. The "familiarity" in the singer familiarity option is used to indicate that songs having a taste similar to that of the song listened to in peace are recommended to the current login account, the "exploration" is used to indicate that songs having a taste slightly different from that of the song listened to in peace are recommended to the current login account, and the "mixing" is used to indicate that songs having a taste similar to that of the song listened to in peace and songs having a taste slightly different from that of the song listened to in peace are recommended to the current login account.
It should be noted that, when the user operates in the second custom sub-interface, the user may generate an idea of changing the multimedia description information input in the first custom sub-interface, so that the embodiment of the application further adds the first adding option or the return option in the second custom sub-interface. In some embodiments, the second custom sub-interface further includes multimedia description information entered in the first custom sub-interface, the method further comprising: and responding to the triggering operation of the first adding option, and displaying a first determining sub-interface. In some embodiments, the second custom sub-interface further includes a return option, the method further comprising: and responding to the triggering operation of the return option, and displaying a first definition sub-interface. It should be noted that, when the terminal returns to the first sub-interface, the first sub-interface will display based on the multimedia description information input by the user. For example, when the user selects the first publisher option in the first customized sub-interface and the user returns to the first customized sub-interface from the second customized sub-interface, the first publisher option in the first customized sub-interface is still in the selected state.
It should be noted that, the customizing function provided by the embodiment of the present application is to provide better quality and more accurate recommendation service for different users, so in some embodiments, if the terminal is in an account unregistered state before accessing the customizing entrance, when the terminal accesses the customizing entrance, the terminal jumps to the account login interface first, and after the account login succeeds, jumps to the customizing interface, and then the customizing information obtained by the customizing interface can be bound with the current login account, so as to provide recommendation service for the current login account based on the customizing information.
303. And the terminal acquires customization information input by the current login account based on the customization interface, wherein the customization information comprises multimedia description information, diversified information and preference change information input by the current login account.
Next, the embodiment of the application exemplarily illustrates that the terminal obtains the multimedia description information input by the current login account based on the custom interface:
in one possible implementation manner, the first customization option includes at least one of a plurality of publisher options, a plurality of style options, a plurality of types of options and a plurality of emotion options, so that the terminal obtains the multimedia description information input by the current login account based on the customization interface, and the method includes at least one of the following steps:
(1) The first customized option comprises a plurality of publisher options, and in response to the selection operation of any one or more publisher options, the publisher identification corresponding to the selected publisher option is determined to be the multimedia description information input by the current login account.
(2) The first customized option comprises a plurality of style options, and the style information corresponding to any one or more style options is determined to be the multimedia description information input by the current login account in response to the selected operation of the selected style options.
(3) The first customized option comprises a plurality of type options, and the type information corresponding to any one or more type options is determined to be the multimedia description information input by the current login account in response to the selection operation of the selected type option.
(4) The first customized option comprises a plurality of emotion options, and in response to the selection operation of any one or more emotion options, emotion information corresponding to the selected emotion options is determined to be multimedia description information input by the current login account.
Next, the embodiment of the application exemplarily illustrates that the terminal obtains the diversification information input by the current login account based on the custom interface:
in one possible implementation, the second customization option includes a plurality of customization sub-options, one customization sub-option corresponding to each of a plurality of levels, the level of each of the plurality of levels being positively correlated with a duty cycle of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended; the terminal obtains the customization information input by the current login account based on the customization interface, and the customization information comprises the following steps: and responding to the selected operation of any one of the second customization options, and acquiring the corresponding diversification level of the customization sub-options as the diversification information input by the current login account.
In another possible implementation, the second customization option includes a plurality of customization sub-options, one customization sub-option corresponding to a ratio value, where the ratio value is used to represent a ratio of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended; the terminal obtains the customization information input by the current login account based on the customization interface, and the customization information comprises the following steps: responding to the selection operation of any one of the second customization options, and acquiring the corresponding ratio of the customization sub options as the diversification information input by the current login account;
in another possible implementation manner, the second customization option is an input box option, and is used for acquiring the duty ratio of the multimedia data which does not conform to the multimedia description information when recommending the multimedia data; the terminal obtains the customization information input by the current login account based on the customization interface, and the customization information comprises the following steps: in response to an input operation to the second customization option, the ratio of the current login account input is determined as the multiple information.
In order to avoid that after the user inputs the customized information, the multimedia data matched with the customized information cannot be retrieved, the terminal can retrieve the customized information in the process of inputting the customized information by the user, and if more matched multimedia data are available, the terminal can remind the user to modify the customized information. In one possible implementation, the method further includes: after at least one piece of multimedia description information and diversification information are input into the current login account, responding to any editing operation in the customization interface, and determining the currently input multimedia description information and diversification information of the current login account; retrieving multimedia data matching the currently input multimedia description information and the diversification information; if the number of the retrieved multimedia data does not exceed the first threshold, sending first prompt information to the current login account, wherein the first prompt information is used for prompting a user to modify the input multimedia description information or the diversified information so as to enlarge the retrieval range. The first threshold may be any value, for example, 3, 4, 5, etc., which is not limited in the embodiment of the present application.
In some embodiments, the method further comprises: the terminal sets the custom interface to an inoperable state in the process of retrieving multimedia data matching the currently input multimedia description information and the diversification information. It should be noted that, in the embodiment of the present application, only when the number of the retrieved multimedia data is small, the exemplary description is made by displaying the prompt information as an example, and in the retrieval process, the custom interface is not operable, so that the user can clearly understand the reason why the custom interface is not operable, and the terminal can also display the prompt information in the retrieval process to inform the user that the song is currently being retrieved.
For example, after the user operates the publisher option and the second customization option, if the user continues to operate the genre option and/or the mood option, the user searches for and displays the prompt information "in song preparation", as shown in fig. 7, and when there are fewer than three songs searched for, displays the prompt information "no matching song found, and asks for adjustment options", as shown in fig. 8.
304. And recommending the multimedia data to the current login account by the terminal based on the customization information.
And recommending the multimedia data to the current login account based on the customization information by the terminal, namely recommending the multimedia data matched with the customization information to the current login account. In one possible implementation manner, when the diversified information indicates that the duty ratio of the multimedia data not conforming to the multimedia description information is not 0, the terminal needs to recommend the multimedia data not conforming to the multimedia description information to the current login account, so that the recommended multimedia data better conforms to the user's interest, and multimedia data corresponding to similar multimedia description information can be recommended to the current login account. Based on the customization information, the terminal recommends multimedia data to the current login account, and the method comprises the following steps: if the diversified information indicates that the duty ratio of the multimedia data which does not accord with the multimedia description information is not 0, acquiring reference multimedia description information meeting similar conditions based on the multimedia description information in the customized information; and recommending the multimedia data meeting the custom information or the reference multimedia descriptive information to the current login account.
The terminal recommends multimedia data which do not conform to the multimedia description information, but the multimedia data are matched with the reference multimedia description information, and the reference multimedia description information is similar to the multimedia description information customized by the user, so that the multimedia data which do not conform to the multimedia description information are ensured to be multimedia data which are liked by the user as much as possible.
In some embodiments, the multimedia description information includes a publisher identification, and the diversification information is used to represent a degree of diversification of the publisher. For example, the diversification information is used for indicating that the degree of diversification of the publisher is low, and the terminal only recommends the multimedia data published by the publisher selected by the user to the user; and the terminal recommends the multimedia data issued by the publisher selected by the user and the multimedia data issued by other publishers with parts similar to the publisher selected by the user to the user when the diversification degree of the publishers is medium. The diversification information is used for indicating that the degree of diversification of the publisher is high, and the terminal recommends the multimedia data published by the publisher selected by the user and the multimedia data published by other publishers similar to the publisher selected by the user to the user.
In one possible implementation, the terminal recommends multimedia data to the current login account based on the customization information, including at least one of:
(1) Acquiring a multimedia data list based on the customization information, wherein the multimedia data list comprises a plurality of pieces of multimedia data matched with the customization information; displaying a multimedia data list, and playing the pieces of multimedia data according to the multimedia data list.
That is, the recommended pieces of multimedia data are displayed in the form of a list. In some embodiments, if the user is interested in the recommended pieces of multimedia data, the user may also collect the entire list of multimedia data. Optionally, the method further comprises: and responding to collection operation of the multimedia data list, and establishing the association relation between the multimedia data list and the current login account. For example, the user may collect the current recommendation list into a self-created song list.
(2) Based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and displaying the customized information and the pieces of multimedia data in a multimedia data recommendation interface.
In the embodiment of the application, when the multimedia data is recommended, the custom information of the user can be displayed, so that the user can conveniently determine whether to modify the custom information when the recommended multimedia data is not interested. Of course, when the terminal displays the customized information in the multimedia data recommendation interface, the terminal may display the complete customized information or may display part of the customized information, which is not limited in the embodiment of the present application. For example, as shown in fig. 9, the function name "private music modifier" is displayed at the top of the multimedia recommendation interface, and customization information, such as the singer name and head portrait of the singer selected by the user (alternatively, the singer names and head portrait of the top 5 singers are displayed at most in order to avoid excessive customization information), may be displayed under the "private music modifier", and diversified information and other multimedia description information may be displayed.
(3) Based on the customization information, acquiring a plurality of pieces of multimedia data matched with the customization information; determining prompt information matched with the quantity based on the quantity of the pieces of multimedia data; and displaying the pieces of multimedia data and the prompt information in a multimedia recommendation interface.
In some embodiments, the terminal determines, based on the number of the plurality of pieces of multimedia data, a hint information matching the number, and displays the plurality of pieces of multimedia data and the hint information, including: if the number of the pieces of multimedia data is smaller than the second threshold, the customization information is adjusted according to the adjustment rule until the number of the pieces of multimedia data matched with the adjusted customization information is larger than the second threshold, and the multimedia data matched with the adjusted customization information is recommended to the current login account; acquiring second prompt information, wherein the second prompt information is used for prompting that the number of the multimedia data of the current login account is insufficient and the recommendation range is expanded; displaying the pieces of multimedia data, the multimedia data matched with the adjusted customized information and second prompt information, wherein the second prompt information is positioned between the pieces of multimedia data and the multimedia data matched with the adjusted customized information; if the pieces of multimedia data are larger than the second threshold value and smaller than the fourth threshold value, third prompt information is obtained, the third prompt information is used for prompting the current login account to modify the customized information so as to expand the recommendation range, and the pieces of multimedia data and the third prompt information are displayed.
The second threshold value and the fourth threshold value can be any value, and only the fourth threshold value is required to be ensured to be larger than the second threshold value.
For example, when the number of songs retrieved is less than 10, the singer range is enlarged to the middle, then to the high, the type information is removed, the emotion information is removed, until the number of songs retrieved reaches 30, a multimedia recommendation interface is displayed as shown in fig. 10, songs matched with the original multimedia description information are displayed in the front of the multimedia recommendation interface, songs matched with the adjusted multimedia description information are displayed in the back of the multimedia recommendation interface, and a second prompt message "less eligible songs are displayed between the songs matched with the original multimedia description information and the songs matched with the adjusted multimedia description information, so that the recommended range is enlarged for you. When the number of the searched songs is more than 10 and less than 30, the songs are pulled to the bottom of the list, and a third prompt message of 'fewer songs meeting the conditions' is displayed at the bottom of the list, so that the taste is adjusted, and the recommended range is enlarged, as shown in fig. 11.
(4) Based on the customization information, acquiring a plurality of pieces of multimedia data matched with the customization information; and discarding the multimedia data in which the current login account is collected in the pieces of multimedia data, and recommending the rest multimedia data to the current login account.
If the user has collected a certain multimedia data, it is indicated that the user is very familiar with the multimedia data and does not need to recommend the terminal, so that the terminal does not recommend the multimedia data collected by the current login account when recommending the multimedia data to the current login account.
(5) Based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and if the number of the pieces of multimedia data is smaller than a second threshold value, adjusting the customized information according to an adjustment rule until the number of the pieces of multimedia data matched with the adjusted customized information is larger than the second threshold value, and recommending the multimedia data matched with the adjusted customized information to the current login account.
If the custom information input by the user is too limited, the number of multimedia data matched with the custom information is smaller, and the multimedia data is directly recommended to the current login account, so that the user has bad look and feel, and therefore, the custom information can be adjusted to expand the multimedia data.
Optionally, the adjustment rule is used to indicate at least one of: the range of publishers is enlarged; deleting style information in the customized information, deleting type information in the customized information, and deleting emotion information in the customized information. Of course, the adjustment rule may include a plurality of rules, and the terminal sequentially adjusts the customization information according to an arrangement sequence of the plurality of rules until the number of multimedia data matched with the adjusted customization information is greater than the second threshold, and recommends the multimedia data matched with the adjusted customization information to the current login account.
305. And the terminal updates the multimedia data recommended to the current login account.
It should be noted that, after the terminal recommends the multimedia data to the current login account, the recommended multimedia data may also be updated. The terminal may preset an update condition to update the recommended multimedia data, or may trigger the update of the multimedia data by the user, which is not limited in the embodiment of the present application.
In one possible implementation, the updating, by the terminal, the multimedia data recommended to the current login account, including: and under the condition that the preset updating condition is met, based on the customization information, re-acquiring a plurality of pieces of multimedia data matched with the customization information, wherein the re-acquired pieces of multimedia data are not identical with the last recommended pieces of multimedia data, and recommending the re-acquired pieces of multimedia data to the current login account.
The preset updating condition may be daily updating, or the user does not view the recommended multimedia data in the preset time to trigger updating, etc.
In some embodiments, based on the customization information, re-acquiring the pieces of multimedia data matched with the customization information, wherein the re-acquired pieces of multimedia data are not identical to the last recommended pieces of multimedia data, recommending the re-acquired pieces of multimedia data to the current login account includes: and re-acquiring a target number of multimedia data based on the customized information, the target number of multimedia data being completely different from the last recommended pieces of multimedia data, the target number of multimedia data being displayed before the last recommended pieces of multimedia data.
The last recommended pieces of multimedia data may be reordered, or the last recommended order may be maintained, which is not limited in the embodiment of the present application. For example, after the update condition is reached, the last recommended 30 songs are reordered and 3 new songs are selected and ranked in the first three.
In another possible implementation manner, the terminal updates the multimedia data recommended to the current login account, including: responding to the updating operation, and acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data; the first multimedia data is displayed before the last recommended multimedia data.
In another possible implementation manner, the terminal updates the multimedia data recommended to the current login account, including: and in response to the batch changing operation, acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data, and recommending the first multimedia data to the current login account.
In some embodiments, the multimedia recommendation interface includes an update option or a change to batch option, the update operation being a trigger operation for the update option, the change to batch operation being a trigger operation for the change to batch option. Optionally, the terminal sets the update option or the replacement option to an inoperable state in case that the pieces of multimedia data matched with the customization information are less than a third threshold value. Whether the updating operation or the batch changing operation is performed, new multimedia data needs to be acquired and displayed to the user, so that when a plurality of pieces of multimedia data matched with the customized information are smaller, the new multimedia data cannot be acquired and displayed to the user, and therefore, the updating option or the batch changing option is set to be in an inoperable state.
In some embodiments, the terminal obtains first multimedia data that matches the customization information and is different from the last recommended multimedia data, and recommends the first multimedia data to the current login account, including: if the number of the multimedia data matched with the customized information is larger than a fifth threshold value, selecting a first number of first multimedia data from the first multimedia data which is matched with the customized information and is different from the last recommended multimedia data; deleting a first amount of multimedia data from the last recommended multimedia data to obtain the rest multimedia data; and after the first multimedia data of the first quantity and the rest multimedia data are mixed and sequenced, recommending the first multimedia data to the current login account.
The first number may be any number, and the embodiment of the present application does not limit the first number. Optionally, the first number is an empirical value; optionally, the first number is a value set by a technician.
In some embodiments, the multimedia recommendation interface further includes modification options corresponding to the customization information, the method further comprising: and responding to the triggering operation of the modification options, and displaying a customized interface. The user newly sets the customization information in the customization interface so that the terminal recommends multimedia data based on the newly set customization information. As shown in fig. 9, the modification option is a "adjust taste" option.
It should be noted that, in some embodiments, after the terminal obtains the customization information input by the user, when the customization entry is displayed again next time, the customization information input by the user last time may be displayed in the customization entry, and the last recommended multimedia data may also be displayed.
According to the multimedia data recommendation method provided by the embodiment of the application, a user can customize multimedia description information and diversified information in the customization interface, and as the diversified information is used for indicating the ratio of the multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data, the user can customize what multimedia data the user wants in the customization interface, can customize whether to recommend other multimedia data and the ratio of other multimedia data, can more comprehensively meet the customization requirement of the user, and improves the accuracy of multimedia data recommendation.
Fig. 12 is a schematic structural diagram of a multimedia data recommendation device according to an embodiment of the present application, where, as shown in fig. 12, the device includes:
a display module 1201, configured to display a customization entry in a multimedia playing interface, where the customization entry is used to initiate customization of a recommendation mode of multimedia data;
The display module 1201 is configured to respond to an access operation to the customization entry, and display a customization interface, where the customization interface includes a first customization option and a second customization option, the first customization option is used to obtain multimedia description information, the second customization option is used to obtain diversified information, and the diversified information is used to indicate whether to recommend multimedia data that does not conform to the multimedia description information obtained by the first customization option when recommending the multimedia data;
an obtaining module 1202, configured to obtain, based on the customization interface, customization information input by the current login account, where the customization information includes multimedia description information and diversification information input by the current login account;
the recommending module 1203 is configured to recommend multimedia data to the current login account based on the customization information.
In one possible implementation, the second customization option includes a plurality of customization sub-options, one customization sub-option corresponding to each of a plurality of levels, the level of each of the plurality of levels being positively correlated with a duty cycle of the multimedia data that does not conform to the multimedia description information when the multimedia data is recommended; the obtaining module 1202 is configured to obtain, in response to a selection operation of any of the second customization options, a diversification level corresponding to the customization sub-option as diversification information input by the current login account; or alternatively, the process may be performed,
The second customization option comprises a plurality of customization sub-options, and one customization sub-option corresponds to a ratio which is used for representing the duty ratio of the multimedia data which does not accord with the multimedia description information when the multimedia data is recommended; the obtaining module 1202 is configured to obtain, in response to a selection operation of any of the second customization options, a ratio corresponding to the customization sub-option as the multiple information input by the current login account; or alternatively, the process may be performed,
the second customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the multimedia description information when recommending the multimedia data; the obtaining module 1202 is configured to determine, as the diversified information, a ratio of the current login account input in response to an input operation of the second customization option.
In a possible implementation manner, the recommending module 1203 is configured to obtain, based on the multimedia description information in the customized information, the reference multimedia description information satisfying the similar condition if the diversified information indicates that the duty ratio of the multimedia data that does not conform to the multimedia description information is not 0; and recommending the multimedia data meeting the customized information or the reference multimedia description information to the current login account.
In one possible implementation, the acquiring module 1202 is configured to perform at least one of:
the first customized option comprises a plurality of publisher options, and a publisher identifier corresponding to any one or more publisher options is determined to be the multimedia description information input by the current login account in response to the selection operation of the selected publisher option;
the first customized option comprises a plurality of style options, and the style information corresponding to any one or a plurality of style options is determined to be the multimedia description information input by the current login account in response to the selected operation of the selected style options;
the first customized option comprises a plurality of type options, and type information corresponding to the selected type options is determined to be multimedia description information input by the current login account in response to the selected operation of any one or more type options;
the first customized option comprises a plurality of emotion options, and in response to the selection operation of any one or more emotion options, emotion information corresponding to the selected emotion options is determined to be multimedia description information input by the current login account.
In one possible implementation, the custom interface includes a first custom sub-interface and a second custom sub-interface; the display module 1201 is configured to display the first configuration sub-interface in response to an access operation to the customization portal, where the first configuration sub-interface includes a part of options in the first customization options; and responding to the customization completion operation in the first customization sub-interface, displaying the second customization sub-interface, wherein the second customization sub-interface comprises multimedia description information input in the first customization sub-interface by the current login account, and further comprises the rest options and the second customization options in the first customization options.
In a possible implementation manner, the second customized sub-interface further includes a first adding option corresponding to the multimedia description information input in the first customized sub-interface; the display module 1201 is further configured to display the first determination sub-interface in response to a triggering operation of the first addition option; or alternatively, the process may be performed,
the second custom sub-interface also includes a return option; the display module 1201 is further configured to display the first determination sub-interface in response to a trigger operation on the return option.
In one possible implementation, the first customization option includes a plurality of publisher options; the display module is used for sending a publisher acquisition request to the server, wherein the publisher acquisition request carries an account identifier of the current login account and is used for indicating the server to acquire a plurality of publisher identifiers meeting preference conditions based on historical behavior data of the current login account; receiving a plurality of publisher identifications returned by the server based on the publisher acquisition request; based on the plurality of publisher identifications, a plurality of publisher options are displayed in the custom interface.
In one possible implementation, the custom interface includes a query option, the apparatus further comprising:
The query module is used for responding to the query operation of the query options and acquiring third customized options matched with the query information input by the current login account;
an adding module for adding the third customization option to the customization interface; alternatively, the third customization option is added to the customization interface and set to a selected state.
In a possible implementation manner, the customization interface further includes a fourth customization option, where the fourth customization option is used to obtain preference change information, where the preference change information is used to indicate whether to select multimedia data that does not conform to the historical preference from the multimedia data that conforms to the multimedia description information, and recommend the selected multimedia data to the current login account; the customization information also includes preference change information entered by the current login account based on the fourth customization option.
In one possible implementation, the fourth customization option includes a plurality of customization sub-options, one customization sub-option corresponding to a preference change level, the preference change level being positively correlated with the duty cycle of the multimedia data that does not conform to the historical preference; the obtaining module 1202 is configured to obtain, in response to a selection operation of any one of the fourth customization options, a preference change level corresponding to the customization sub-option as preference change information input by the current login account; or alternatively, the process may be performed,
The fourth customization option comprises a plurality of customization sub-options, wherein one customization sub-option corresponds to a ratio which is used for representing the ratio of the multimedia data which does not accord with the historical preference when the multimedia data is recommended; the obtaining module 1202 is configured to obtain, in response to a selection operation of any one of the fourth customization options, a ratio corresponding to the customization sub-option as preference change information input by the current login account; or alternatively, the process may be performed,
the fourth customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the history preference when recommending the multimedia data; the obtaining module 1202 is configured to determine, in response to an input operation for the fourth customization option, a ratio of the current login account input as the preference change information.
In one possible implementation, the apparatus further includes:
the obtaining module 1202 is configured to determine, after the current login account inputs at least one piece of multimedia description information and the diversification information, the currently input multimedia description information and the diversification information of the current login account in response to any editing operation in the custom interface;
the retrieval module is used for retrieving the multimedia data matched with the currently input multimedia description information and the diversification information;
The display module 1201 is further configured to send, if the number of the retrieved multimedia data does not exceed the first threshold, first prompt information to the current login account, where the first prompt information is used to prompt a user to modify the input multimedia description information or the diversification information so as to expand the retrieval range.
In one possible implementation, the apparatus further includes:
and the setting module is used for setting the customized interface into an inoperable state in the process of retrieving the multimedia data matched with the currently input multimedia description information and the diversification information.
In one possible implementation, the recommendation module 1203 is configured to perform at least one of:
acquiring a multimedia data list based on the customization information, wherein the multimedia data list comprises a plurality of pieces of multimedia data matched with the customization information; displaying the multimedia data list, and playing the pieces of multimedia data according to the multimedia data list;
based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and displaying the customized information and the pieces of multimedia data in a multimedia recommendation interface;
acquiring a plurality of pieces of multimedia data matched with the customized information based on the customized information, determining prompt information matched with the quantity based on the quantity of the pieces of multimedia data, and displaying the pieces of multimedia data and the prompt information in a multimedia recommendation interface;
Based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, discarding the multimedia data collected by the current login account in the plurality of pieces of multimedia data, and recommending the rest multimedia data to the current login account;
and based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and if the number of the pieces of multimedia data is smaller than a second threshold value, adjusting the customized information according to an adjustment rule until the number of the pieces of multimedia data matched with the adjusted customized information is larger than the second threshold value, and recommending the multimedia data matched with the adjusted customized information to the current login account.
In one possible implementation, the apparatus further includes at least one of the following modules:
the collection module is used for responding to the collection operation of the multimedia data list and establishing the association relation between the multimedia data list and the current login account;
the multimedia recommendation interface also comprises modification options corresponding to the customization information; the display module 1201 is further configured to display the custom interface in response to a trigger operation for the modification option;
the multimedia recommendation interface also comprises an update option or a batch of replacement options; and the setting module is used for setting the updating option or the alternative option to be in an inoperable state when the pieces of multimedia data matched with the customized information are smaller than a third threshold value, and the third threshold value is larger than the second threshold value.
In a possible implementation manner, the display module 1201 is configured to obtain a second prompting message if the number of the pieces of multimedia data is smaller than the second threshold, where the second prompting message is used to prompt that the number of the current login account multimedia data is insufficient, and the recommendation range is extended; displaying the pieces of multimedia data, the multimedia data matched with the adjusted customized information and the second prompt information, wherein the second prompt information is positioned between the pieces of multimedia data and the multimedia data matched with the adjusted customized information; if the number of the pieces of multimedia data is larger than the second threshold value and smaller than the fourth threshold value, third prompt information is obtained, the third prompt information is used for prompting the current login account to modify the customized information so as to expand the recommended range, and the pieces of multimedia data and the third prompt information are displayed;
or alternatively, the process may be performed,
the adjustment rule is used to indicate at least one of: expanding the scope of publishers, deleting style information in the customized information, deleting type information in the customized information and deleting emotion information in the customized information.
In one possible implementation, the recommendation module 1203 is further configured to perform at least one of:
Under the condition that a preset updating condition is met, based on the customized information, re-acquiring a plurality of pieces of multimedia data matched with the customized information, wherein the re-acquired pieces of multimedia data are not identical with the last recommended pieces of multimedia data; recommending the retrieved pieces of multimedia data to the current login account;
responding to the updating operation, and acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data; displaying the first multimedia data before the last recommended multimedia data;
and responding to a batch changing operation, acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data, and recommending the first multimedia data to the current login account.
In a possible implementation manner, the recommendation module 1203 is configured to select a first number of first multimedia data from the first multimedia data that matches the customization information and is different from the last recommended multimedia data, if the number of multimedia data that matches the customization information is greater than a fifth threshold; deleting the first quantity of multimedia data from the last recommended multimedia data to obtain residual multimedia data; and recommending the first multimedia data to the current login account after mixing and sorting the first multimedia data with the rest multimedia data.
It should be noted that: in the voice wake-up test device provided in the above embodiment, only the division of the above functional modules is used for illustration during the test, and in practical application, the above functional allocation may be completed by different functional modules according to needs, that is, the internal structure of the computer device is divided into different functional modules, so as to complete all or part of the functions described above. In addition, the voice wake-up testing device and the voice wake-up testing method provided in the foregoing embodiments belong to the same concept, and specific implementation processes thereof are detailed in the method embodiments, which are not repeated herein.
Fig. 13 is a block diagram of a terminal 1300 according to an embodiment of the present application. The terminal 1300 includes: a processor 1301, and a memory 1302.
Processor 1301 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and the like. Processor 1301 may be implemented in at least one hardware form of DSP (Digital Signal Processing ), FPGA (Field-Programmable Gate Array, field programmable gate array), PLA (Programmable Logic Array ). Processor 1301 may also include a main processor, which is a processor for processing data in an awake state, also called a CPU (Central Processing Unit ), and a coprocessor; a coprocessor is a low-power processor for processing data in a standby state. In some embodiments, processor 1301 may integrate a GPU (Graphics Processing Unit, image processor) for rendering and rendering of content required to be displayed by the display screen. In some embodiments, the processor 1301 may also include an AI (Artificial Intelligence ) processor for processing computing operations related to machine learning.
Memory 1302 may include one or more computer-readable storage media, which may be non-transitory. Memory 1302 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in memory 1302 is used to store at least one program code for execution by processor 1301 to implement the multimedia data recommendation method provided by the method embodiments of the present application.
In some embodiments, the terminal 1300 may further optionally include: a peripheral interface 1303 and at least one peripheral. The processor 1301, the memory 1302, and the peripheral interface 1303 may be connected by a bus or signal lines. The respective peripheral devices may be connected to the peripheral device interface 1303 through a bus, a signal line, or a circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 1304, a display screen 1305, a camera assembly 1306, audio circuitry 1307, a positioning assembly 1308, and a power supply 1309.
A peripheral interface 1303 may be used to connect I/O (Input/Output) related at least one peripheral to the processor 1301 and the memory 1302. In some embodiments, processor 1301, memory 1302, and peripheral interface 1303 are integrated on the same chip or circuit board; in some other embodiments, either or both of the processor 1301, the memory 1302, and the peripheral interface 1303 may be implemented on separate chips or circuit boards, which is not limited in this embodiment.
The display screen 1305 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display 1305 is a touch display, the display 1305 also has the ability to capture touch signals at or above the surface of the display 1305. The touch signal may be input to the processor 1301 as a control signal for processing. At this point, the display 1305 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display screen 1305 may be one, providing the front panel of the terminal 1300; in other embodiments, the display 1305 may be at least two, disposed on different surfaces of the terminal 1300 or in a folded configuration; in still other embodiments, the display 1305 may be a flexible display disposed on a curved surface or a folded surface of the terminal 1300. Even more, the display screen 1305 may be arranged in a non-rectangular irregular pattern, i.e., a shaped screen. The display screen 1305 may be made of LCD (Liquid Crystal Display ), OLED (Organic Light-Emitting Diode) or other materials.
A power supply 1309 is used to power the various components in the terminal 1300. The power supply 1309 may be an alternating current, a direct current, a disposable battery, or a rechargeable battery. When the power supply 1309 comprises a rechargeable battery, the rechargeable battery may support wired or wireless charging. The rechargeable battery may also be used to support fast charge technology.
Those skilled in the art will appreciate that the structure shown in fig. 13 is not limiting of terminal 1300 and may include more or fewer components than shown, or may combine certain components, or may employ a different arrangement of components.
Fig. 14 is a schematic structural diagram of a server according to an embodiment of the present application, where the server 1400 may have a relatively large difference due to different configurations or performances, and may include one or more processors (Central Processing Units, CPU) 1401 and one or more memories 1402, where at least one program code is stored in the memories 1402, and the at least one program code is loaded and executed by the processors 1401 to implement the methods according to the above-mentioned method embodiments. Of course, the server may also have a wired or wireless network interface, a keyboard, an input/output interface, and other components for implementing the functions of the device, which are not described herein.
The server 1400 is configured to perform the steps performed by the server in the method embodiments described above.
The embodiment of the application also provides a computer readable storage medium, wherein at least one program code is stored in the computer readable storage medium, and the at least one program code is loaded and executed by a processor to realize the multimedia data recommendation method according to any one of the above implementation modes.
The embodiment of the application also provides a computer program product, which comprises at least one program code, and the at least one program code is loaded and executed by a processor to realize the multimedia data recommendation method according to any one of the above implementation modes.
In some embodiments, a computer program according to an embodiment of the present application may be deployed to be executed on one computer device or on multiple computer devices located at one site, or on multiple computer devices distributed across multiple sites and interconnected by a communication network, where the multiple computer devices distributed across multiple sites and interconnected by a communication network may constitute a blockchain system.
The foregoing is illustrative of the present application and is not to be construed as limiting thereof, but rather as various modifications, equivalent arrangements, improvements, etc., which fall within the spirit and principles of the present application.

Claims (20)

1. A method for recommending multimedia data, the method comprising:
displaying a customization inlet in a multimedia playing interface, wherein the customization inlet is used for initiating customization of a recommendation mode of multimedia data;
responding to the access operation of the customization entry, displaying a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the diversified information is used for indicating whether to recommend multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data;
based on the customization interface, acquiring customization information input by a current login account, wherein the customization information comprises multimedia description information and diversified information input by the current login account;
and recommending the multimedia data to the current login account based on the customization information.
2. The method of claim 1, wherein the obtaining, based on the customization interface, customization information entered by the current login account includes:
the second customization option comprises a plurality of customization sub-options, one customization sub-option corresponds to one diversification level, and the height of the diversification level is positively correlated with the duty ratio of the multimedia data which does not accord with the multimedia description information when the multimedia data is recommended; responding to the selection operation of any one of the second customization options, and acquiring the corresponding diversification level of the customization sub-options as the diversification information input by the current login account; or alternatively, the process may be performed,
The second customization option comprises a plurality of customization sub-options, one customization sub-option corresponds to a ratio, and the ratio is used for representing the ratio of the multimedia data which does not accord with the multimedia description information when the multimedia data is recommended; responding to the selection operation of any one of the second customization options, and acquiring the corresponding ratio of the customization sub-options as the diversification information input by the current login account; or alternatively, the process may be performed,
the second customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the multimedia description information when recommending the multimedia data; and responding to the input operation of the second customization option, and determining the ratio of the current login account input as the diversified information.
3. The method according to claim 1 or 2, wherein said recommending multimedia data to said current login account based on said customization information, comprises:
if the diversified information indicates that the duty ratio of the multimedia data which does not accord with the multimedia description information is not 0, acquiring reference multimedia description information meeting similar conditions based on the multimedia description information in the customized information;
And recommending the multimedia data meeting the customized information or the reference multimedia description information to the current login account.
4. The method of claim 1, wherein the obtaining, based on the customization interface, customization information entered by the current login account includes at least one of:
the first customized option comprises a plurality of publisher options, and a publisher identifier corresponding to any one or more publisher options is determined to be the multimedia description information input by the current login account in response to the selection operation of the selected publisher option;
the first customized option comprises a plurality of style options, and the style information corresponding to any one or a plurality of style options is determined to be the multimedia description information input by the current login account in response to the selected operation of the selected style options;
the first customized option comprises a plurality of type options, and type information corresponding to the selected type options is determined to be multimedia description information input by the current login account in response to the selected operation of any one or more type options;
the first customized option comprises a plurality of emotion options, and in response to the selection operation of any one or more emotion options, emotion information corresponding to the selected emotion options is determined to be multimedia description information input by the current login account.
5. The method of claim 4, wherein the custom interface comprises a first custom sub-interface and a second custom sub-interface; the responding to the access operation to the customization portal displays a customization interface, which comprises the following steps:
responsive to an access operation to the custom portal, displaying the first custom sub-interface, the first custom sub-interface including a portion of the first custom options;
and responding to the customization completion operation in the first customization sub-interface, displaying the second customization sub-interface, wherein the second customization sub-interface comprises multimedia description information input in the first customization sub-interface by the current login account, and further comprises the rest of options in the first customization options and the second customization options.
6. The method of claim 5, wherein the method further comprises:
the second customized sub-interface further comprises a first adding option corresponding to the multimedia description information input in the first customized sub-interface; responding to the triggering operation of the first adding option, and displaying the first determining sub-interface; or alternatively, the process may be performed,
the second custom sub-interface further includes a return option; and responding to the triggering operation of the return option, and displaying the first definition sub-interface.
7. The method of claim 1 or 4, wherein the first customization options include a plurality of publisher options; the display customization interface includes:
a publisher acquisition request is sent to a server, wherein the publisher acquisition request carries an account identifier of the current login account and is used for indicating the server to acquire a plurality of publisher identifiers meeting preference conditions based on historical behavior data of the current login account;
receiving a plurality of publisher identifiers returned by the server based on the publisher acquisition request;
based on the plurality of publisher identifications, a plurality of publisher options are displayed in the custom interface.
8. The method of claim 1, wherein the custom interface includes a query option, the method further comprising:
responding to the query operation of the query options, and acquiring a third customized option matched with the query information input by the current login account;
adding the third customization option to the customization interface; alternatively, the third customization option is added to the customization interface and set to a selected state.
9. The method of claim 1, wherein the customization interface further includes a fourth customization option for obtaining preference variation information, the preference variation information being used to indicate whether to select multimedia data that does not conform to a historical preference for recommendation to the current login account among the multimedia data that conforms to the multimedia description; the customization information further includes preference change information entered by the current login account based on the fourth customization option.
10. The method of claim 9, wherein the obtaining, based on the customization interface, customization information entered by the current login account includes:
the fourth customization option comprises a plurality of customization sub-options, one customization sub-option corresponds to a preference change level, and the height of the preference change level is positively related to the duty ratio of the multimedia data which does not accord with the historical preference; responding to the selection operation of any one of the fourth customization options, and acquiring preference change information input for the current login account by the preference change level corresponding to the customization sub-option; or alternatively, the process may be performed,
the fourth customization option comprises a plurality of customization sub-options, one customization sub-option corresponds to a ratio, and the ratio is used for representing the ratio of the multimedia data which does not accord with the historical preference when the multimedia data is recommended; responding to the selection operation of any one of the fourth customization options, and acquiring the corresponding ratio of the customization sub-options as preference change information input by the current login account; or alternatively, the process may be performed,
the fourth customization option is an input box option and is used for acquiring the duty ratio of the multimedia data which does not accord with the history preference when recommending the multimedia data; and responding to the input operation of the fourth customization option, and determining the ratio of the current login account input as the preference change information.
11. The method according to claim 1, wherein the method further comprises:
after the current login account inputs at least one piece of multimedia description information and the diversified information, determining the currently input multimedia description information and the currently input diversified information of the current login account in response to any editing operation in the customized interface;
retrieving multimedia data matched with the currently input multimedia description information and the diversification information;
if the number of the retrieved multimedia data does not exceed the first threshold, sending first prompt information to the current login account, wherein the first prompt information is used for prompting a user to modify the input multimedia description information or the diversified information so as to enlarge the retrieval range.
12. The method of claim 11, wherein the method further comprises:
the custom interface is set to an inoperable state in retrieving multimedia data matching the currently input multimedia description information and the diversification information.
13. The method of claim 1, wherein the recommending multimedia data to the current login account based on the customization information comprises at least one of:
Acquiring a multimedia data list based on the customization information, wherein the multimedia data list comprises a plurality of pieces of multimedia data matched with the customization information; displaying the multimedia data list, and playing the pieces of multimedia data according to the multimedia data list;
based on the customized information, acquiring a plurality of pieces of multimedia data matched with the customized information, and displaying the customized information and the pieces of multimedia data in a multimedia recommendation interface;
acquiring a plurality of pieces of multimedia data matched with the customized information based on the customized information, determining prompt information matched with the quantity based on the quantity of the pieces of multimedia data, and displaying the pieces of multimedia data and the prompt information in a multimedia recommendation interface;
based on the customization information, acquiring a plurality of pieces of multimedia data matched with the customization information, discarding the multimedia data collected by the current login account in the plurality of pieces of multimedia data, and recommending the rest multimedia data to the current login account;
and acquiring a plurality of pieces of multimedia data matched with the customized information based on the customized information, and if the number of the pieces of multimedia data is smaller than a second threshold value, adjusting the customized information according to an adjustment rule until the number of the multimedia data matched with the adjusted customized information is larger than the second threshold value, and recommending the multimedia data matched with the adjusted customized information to the current login account.
14. The method of claim 13, further comprising at least one of:
responding to collection operation of the multimedia data list, and establishing an association relation between the multimedia data list and the current login account;
the multimedia recommendation interface further comprises modification options corresponding to the customization information, and the customization interface is displayed in response to triggering operation of the modification options;
the multimedia recommendation interface further comprises an update option or a replacement option, and the update option or the replacement option is set to be in an inoperable state when a plurality of pieces of multimedia data matched with the customized information are smaller than a third threshold value.
15. The method of claim 13, wherein the step of determining the position of the probe is performed,
the determining, based on the number of the pieces of multimedia data, a hint information matching the number, and displaying the pieces of multimedia data and the hint information, includes: if the number of the pieces of multimedia data is smaller than the second threshold value, acquiring second prompt information, wherein the second prompt information is used for prompting that the number of the current login account multimedia data is insufficient and the recommendation range is expanded; displaying the pieces of multimedia data, the multimedia data matched with the adjusted customized information and the second prompt information, wherein the second prompt information is positioned between the pieces of multimedia data and the multimedia data matched with the adjusted customized information; if the number of the pieces of multimedia data is larger than the second threshold value and smaller than a fourth threshold value, third prompt information is obtained, the third prompt information is used for prompting the current login account to modify the customized information so as to expand the recommendation range, and the pieces of multimedia data and the third prompt information are displayed;
Or alternatively, the process may be performed,
the adjustment rule is used for indicating at least one of the following: expanding the scope of publishers, deleting style information in the customized information, deleting type information in the customized information and deleting emotion information in the customized information.
16. The method of claim 1, wherein after recommending multimedia data to the current login account based on the customization information, the method further comprises at least one of:
under the condition that a preset updating condition is met, based on the customization information, re-acquiring a plurality of pieces of multimedia data matched with the customization information, wherein the re-acquired pieces of multimedia data are not identical with the last recommended pieces of multimedia data; recommending the re-acquired pieces of multimedia data to the current login account;
responding to the updating operation, and acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data; displaying the first multimedia data before the last recommended multimedia data;
and responding to a batch changing operation, acquiring first multimedia data which is matched with the customized information and is different from the last recommended multimedia data, and recommending the first multimedia data to the current login account.
17. The method of claim 16, wherein the obtaining first multimedia data that matches the customization information and is different from last recommended multimedia data, recommending the first multimedia data to the current login account comprises:
if the number of the multimedia data matched with the customized information is larger than a fifth threshold value, selecting a first number of first multimedia data from the first multimedia data which is matched with the customized information and is different from the last recommended multimedia data;
deleting the first quantity of multimedia data from the last recommended multimedia data to obtain residual multimedia data;
and recommending the first multimedia data with the first quantity to the current login account after mixed sequencing of the first multimedia data and the rest multimedia data.
18. A multimedia data recommendation apparatus, the apparatus comprising:
the display module is used for displaying a customization inlet in the multimedia playing interface, wherein the customization inlet is used for initiating customization of a recommendation mode of the multimedia data;
the display module is used for responding to the access operation of the customization entry, displaying a customization interface, wherein the customization interface comprises a first customization option and a second customization option, the first customization option is used for acquiring multimedia description information, the second customization option is used for acquiring diversified information, and the diversified information is used for indicating whether to recommend multimedia data which does not accord with the multimedia description information acquired by the first customization option when recommending the multimedia data;
The acquisition module is used for acquiring customization information input by a current login account based on the customization interface, wherein the customization information comprises multimedia description information and diversified information input by the current login account;
and the recommending module is used for recommending the multimedia data to the current login account based on the customization information.
19. A computer device comprising a processor and a memory, wherein the memory has stored therein at least one program code that is loaded and executed by the processor to implement the multimedia data recommendation method of any one of claims 1 to 17.
20. A computer readable storage medium having stored therein at least one program code, the at least one program code being loaded and executed by a processor to implement the multimedia data recommendation method of any one of claims 1 to 17.
CN202310690241.2A 2023-06-09 2023-06-09 Multimedia data recommendation method, device, equipment and medium Pending CN116756349A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202310690241.2A CN116756349A (en) 2023-06-09 2023-06-09 Multimedia data recommendation method, device, equipment and medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202310690241.2A CN116756349A (en) 2023-06-09 2023-06-09 Multimedia data recommendation method, device, equipment and medium

Publications (1)

Publication Number Publication Date
CN116756349A true CN116756349A (en) 2023-09-15

Family

ID=87954573

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202310690241.2A Pending CN116756349A (en) 2023-06-09 2023-06-09 Multimedia data recommendation method, device, equipment and medium

Country Status (1)

Country Link
CN (1) CN116756349A (en)

Similar Documents

Publication Publication Date Title
US9619111B2 (en) Information processing apparatus and method, and program
US10417278B2 (en) Systems and methods to facilitate media search
Reddy et al. Lifetrak: music in tune with your life
US8560553B2 (en) Multimedia device for providing access to media content
EP1783593A2 (en) Information processing apparatus with a user interface comprising a touch panel, method and program
CN108681475A (en) Application program preloads method, apparatus, storage medium and mobile terminal
JP2009512967A (en) System and method for creating a playlist
EP1803126A1 (en) An apparatus and method for visually generating a playlist
JP2010160688A (en) Information processing apparatus and program
CN106372110A (en) Application recommendation method and mobile terminal
CN107729578B (en) Music recommendation method and device
EP2461259A2 (en) Information processing device and method, information processing system, and program
CN109657236A (en) Guidance information acquisition methods, device, electronic device and storage medium
JP2023520483A (en) SEARCH CONTENT DISPLAY METHOD, DEVICE, ELECTRONIC DEVICE, AND STORAGE MEDIUM
CN109857901B (en) Information display method and device, and method and device for information search
KR20220052581A (en) Method and system for providing search results incorporating the intent of search query
WO2023221810A1 (en) Information presentation method and apparatus, and electronic device and storage medium
CN112837664B (en) Song melody generation method and device and electronic equipment
CN107025295A (en) A kind of photo film making method and mobile terminal
WO2024067329A1 (en) Display method and apparatus, electronic device and storage medium
CN107016109B (en) A kind of photo film making method and mobile terminal
CN112286421A (en) Playlist processing method and device and electronic equipment
WO2023216804A1 (en) Content pushing method and apparatus, and electronic device
CN114390299A (en) Song on-demand method, device, equipment and computer readable storage medium
CN115103232B (en) Video playing method, device, equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination