CN113515646A

CN113515646A - Multimedia file recommendation method, device and storage medium

Info

Publication number: CN113515646A
Application number: CN202110482672.0A
Authority: CN
Inventors: 彭学杰; 吴桐; 梁璐; 陈国信
Original assignee: Guangzhou Kugou Computer Technology Co Ltd
Current assignee: Guangzhou Kugou Computer Technology Co Ltd
Priority date: 2021-04-30
Filing date: 2021-04-30
Publication date: 2021-10-19

Abstract

The embodiment of the application discloses a multimedia file recommendation method, a multimedia file recommendation device and a storage medium, and belongs to the technical field of multimedia. In the embodiment of the application, the first terminal pertinently recommends the first recommendation form suitable for the physical and mental conditions of the target user for the target user according to the physical and mental state information and the media preference information of the target user. After the first recommendation list is recommended, the first terminal further updates the first recommendation list according to the behavior data of the target user for the first recommendation list, so that the recommendation accuracy is further improved.

Description

Multimedia file recommendation method, device and storage medium

Technical Field

The present application relates to the field of multimedia technologies, and in particular, to a method and an apparatus for recommending multimedia files, and a storage medium.

Background

With the current pace of life increasing, people's physical and mental health is greatly challenged. For this reason, some multimedia applications have music treatment blocks such as "sleep aid music", "soothing music", etc. provided thereon, in order for the user to be able to gain a physiological or psychological gain by clicking to listen to the music in the corresponding music treatment block. However, the music healing pieces in the current multimedia applications include more general music contents and are not necessarily suitable for different users, and therefore, it is necessary to provide a method for recommending multimedia files so as to recommend personalized multimedia files for healing the mind and body of different users.

Disclosure of Invention

The embodiment of the application provides a multimedia file recommendation method, a multimedia file recommendation device and a storage medium, which can be used for pertinently recommending multimedia files which accord with corresponding users for different users, so that the users can obtain physiological or psychological gains. The technical scheme is as follows:

in one aspect, a multimedia file recommendation method is provided, and the method includes:

acquiring physical and mental state information and media preference information of a target user, wherein the physical and mental state information is used for indicating the physiological state and/or the psychological state of the user;

displaying a first recommendation list according to the physical and mental state information and the media preference information of the target user, wherein the first recommendation list comprises file information of a plurality of recommended multimedia files;

and acquiring a second recommendation list obtained by updating the first recommendation list from a server according to the user behavior data of the target user for the first recommendation list, and displaying the second recommendation list.

Optionally, the obtaining of the physical and mental state information of the target user includes:

displaying a plurality of cure blocks;

when the selection operation of the target user for a first treatment-cured section is detected, acquiring a first heart volume table and a first media preference table corresponding to the first treatment-cured section, wherein the first treatment-cured section is any one of the treatment-cured sections;

displaying the first heart rate table and the first media preference table;

and acquiring the mind and body state information input by the target user in the first mind and body table and the media preference information input in the first media preference table.

Optionally, each of the treatment version blocks includes a plurality of multimedia files corresponding to the physical and mental problems and an identifier of a service mechanism, and the service mechanism is a mechanism for providing medical services for the physical and mental problems corresponding to the corresponding treatment version block.

Optionally, the method further comprises:

when a selection operation for the identification of the first service institution in the first healing block is detected, jumping to a service content page of the first service institution, wherein the service content page comprises at least one of a popular science service option, an online registration option, a triage service option and an expert live broadcast option.

Optionally, the method further comprises:

and when the physiological state or the psychological state of the target user is determined to be a serious unhealthy state according to the physical and psychological state information of the target user, displaying prompt information, wherein the prompt information is used for prompting the target user to acquire medical services through the identification of the first service institution.

Optionally, the displaying a first recommendation sheet according to the mind-body state information and the media preference information of the target user includes:

sending a recommendation request to a server, wherein the recommendation request carries the physical and mental state information and the media preference information of the target user, and the recommendation request is used for indicating the server to generate the first recommendation bill according to the physical and mental state information and the media preference information of the target user;

and receiving the first recommendation list sent by the server, and displaying the first recommendation list.

Optionally, the obtaining, from a server, a second recommendation sheet obtained by updating the first recommendation sheet according to the user behavior data of the target user for the first recommendation sheet includes:

sending the user behavior data to the server, wherein the user behavior data comprises file identifications of non-interesting multimedia files marked in the first recommendation list by the target user and file identifications of multimedia files of which the clicking times in a preset time length are smaller than a reference threshold;

and receiving the second recommendation list sent by the server, wherein the second recommendation list is obtained by replacing the multimedia file identified by the corresponding file identifier in the first recommendation list by the server according to the file identifier included in the user behavior data.

Optionally, the acquiring the mind-body state information and the media preference information of the target user includes:

displaying professional therapist service options;

displaying a mind and body state input box and a media preference input box when a selection operation for the professional therapist service option is detected;

and acquiring the physical and mental state information input by the target user in the physical and mental state input box and the media preference information input in the media preference input box.

sending the physical and mental state information and the media preference information of the target user to a second terminal through a server, wherein the second terminal is a user terminal corresponding to a professional therapist;

receiving a first recommendation form sent by the server, wherein the first recommendation form is generated by the server according to recommendation information sent by the second terminal, and the recommendation information comprises information of multimedia files recommended by the professional therapist according to the physical and mental state information and the media preference information of the target user;

and displaying the first recommendation list.

sending the user behavior data to the server, wherein the user behavior data comprises updated body and mind state information fed back by the target user after the multimedia file in the first recommendation list is played;

and receiving the second recommendation form sent by the server, wherein the second recommendation form is obtained by updating the first recommendation form according to updated recommendation information sent by a second terminal, and the updated recommendation information is determined by the professional therapist according to the media preference information and the updated physical and mental state information.

In another aspect, a multimedia file recommendation method is provided, which is applied to a server, and the method includes:

receiving physical and mental state information and media preference information of a target user, which are sent by a first terminal, wherein the physical and mental state information is used for indicating the physiological state and/or the psychological state of the user;

sending a first recommendation sheet to the first terminal according to the physical and mental state information and the media preference information of the target user, so that the first terminal displays the first recommendation sheet;

and receiving user behavior data, sent by the first terminal, of the target user for the first recommendation sheet, and sending a second recommendation sheet obtained by updating the first recommendation sheet to the first terminal according to the user behavior data, so that the first terminal displays the second recommendation sheet.

Optionally, the sending a first recommendation form to the first terminal according to the mind-body state information and the media preference information of the target user includes:

determining a physical and mental state evaluation result of the target user according to the physical and mental state information, and determining a media preference evaluation result of the target user according to the media preference information;

acquiring an initial recommendation sheet matched with the physical and mental state evaluation result and the media preference evaluation result of the target user;

acquiring similar multimedia files of all the multimedia files included in the initial recommendation list;

and generating the first recommendation list according to each multimedia file included in the initial recommendation list and the obtained similar multimedia files.

Optionally, the user behavior data includes a file identifier of a non-interesting multimedia file marked in the first recommendation list by the target user, and a file identifier of a multimedia file with a playing time within a preset time length being less than a reference threshold;

the sending, to the first terminal, a second recommendation sheet obtained after updating the first recommendation sheet according to the user behavior data includes:

according to the file identification included in the user behavior data, replacing the multimedia file identified by the corresponding file identification in the first recommendation list to obtain a second recommendation list;

and sending the second recommendation list to the first terminal.

Optionally, the sending the first recommendation form to the first terminal according to the mind-body state information and the media preference information of the target user includes:

sending the physical and mental state information and the media preference information of the target user to a second terminal, wherein the second terminal is a terminal corresponding to a professional therapist;

receiving recommendation information fed back by the second terminal, wherein the recommendation information comprises information of a multimedia file recommended by the professional therapist according to the physical and mental state information and the media preference information of the target user;

and sending the first recommendation list to the first terminal according to the recommendation information.

Optionally, the user behavior data includes updated physical and mental state information fed back by the target user after the multimedia file in the first recommendation list is played;

sending the updated body and mind state information to the second terminal;

receiving updated recommendation information sent by the second terminal, wherein the updated recommendation information is determined by the professional therapist according to the media preference information and the updated physical and mental state information;

updating the first recommendation list according to the updated recommendation information to obtain a second recommendation list;

and sending the second recommendation list to the first terminal.

In another aspect, an apparatus for recommending multimedia files is provided, and the apparatus is applied in a first terminal, and includes:

the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring the physical and mental state information and the media preference information of a target user, and the physical and mental state information is used for indicating the physiological state and/or the psychological state of the user;

the display module is used for displaying a first recommendation list according to the physical and mental state information and the media preference information of the target user, wherein the first recommendation list comprises file information of a plurality of recommended multimedia files;

the second obtaining module is used for obtaining a second recommendation list obtained after the first recommendation list is updated from a server according to the user behavior data of the target user aiming at the first recommendation list;

the display module is further configured to display the second recommendation list.

Optionally, the first obtaining module is mainly configured to:

displaying a plurality of cure blocks;

displaying the first heart rate table and the first media preference table;

Optionally, the apparatus is further configured to:

Optionally, the display module is further configured to:

Optionally, the display module is mainly configured to:

Optionally, the second obtaining module is mainly configured to:

Optionally, the first obtaining module is mainly configured to:

displaying professional therapist service options;

Optionally, the display module is mainly configured to:

and displaying the first recommendation list.

Optionally, the second obtaining module is mainly configured to:

In another aspect, an apparatus for recommending multimedia files is provided, and the apparatus is applied to a server, and includes:

the receiving module is used for receiving the mind and body state information and the media preference information of the target user, which are sent by the first terminal, wherein the mind and body state information is used for indicating the physiological state and/or the psychological state of the user;

the sending module is used for sending a first recommendation list to the first terminal according to the physical and mental state information and the media preference information of the target user so that the first terminal can display the first recommendation list;

the receiving module is configured to receive user behavior data, which is sent by the first terminal and is specific to the first recommendation list, of the target user;

the sending module is configured to send a second recommendation sheet obtained by updating the first recommendation sheet to the first terminal according to the user behavior data, so that the first terminal displays the second recommendation sheet.

Optionally, the sending module is mainly configured to:

the sending module is mainly used for:

and sending the second recommendation list to the first terminal.

Optionally, the sending module is mainly configured to:

the sending module is mainly used for:

sending the updated body and mind state information to the second terminal;

and sending the second recommendation list to the first terminal.

In another aspect, there is provided a multimedia file recommendation apparatus, the apparatus including:

a processor;

a memory for storing processor-executable instructions;

wherein the processor executes the executable instructions in the memory to perform the multimedia file recommendation method.

In another aspect, a computer-readable storage medium is provided, in which a computer program is stored, and the computer program realizes the steps of the above multimedia file recommendation method when executed by a computer.

In another aspect, a computer program product containing instructions is provided, which when run on a computer, causes the computer to perform the steps of the above-described multimedia file recommendation method.

The beneficial effects brought by the technical scheme provided by the embodiment of the application at least comprise:

in the embodiment of the application, the first terminal pertinently recommends the first recommendation form suitable for the physical and mental conditions of the target user for the target user according to the physical and mental state information and the media preference information of the target user. After the first recommendation list is recommended, the first terminal further updates the first recommendation list according to the behavior data of the target user for the first recommendation list, so that the recommendation accuracy is further improved.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.

Fig. 1 is a system architecture diagram according to a multimedia file recommendation method provided in an embodiment of the present application;

FIG. 2 is a flowchart of a method for recommending multimedia files according to an embodiment of the present application;

fig. 3 is a schematic diagram illustrating a physical and mental scale corresponding to a corresponding cure plate according to an operation of a target user according to an embodiment of the present application;

FIG. 4 is a schematic diagram illustrating a target user submitting mind and body status information and media preference information by clicking on a professional therapist service option according to an embodiment of the present application;

FIG. 5 is a schematic diagram illustrating a jump to a corresponding service content page by clicking a service mechanism identifier according to an embodiment of the present application;

FIG. 6 is a schematic diagram illustrating a method for submitting updated mind and body state information by clicking on a professional therapist service option in a recommendation ticket according to an embodiment of the present disclosure;

FIG. 7 is a schematic structural diagram of a multimedia file recommendation apparatus according to an embodiment of the present application;

FIG. 8 is a schematic structural diagram of another multimedia file recommendation apparatus according to an embodiment of the present application;

fig. 9 is a schematic structural diagram of a terminal for recommending multimedia files according to an embodiment of the present application;

fig. 10 is a schematic structural diagram of a server for recommending multimedia files according to an embodiment of the present application.

Detailed Description

To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.

Before explaining the embodiments of the present application in detail, an application scenario related to the embodiments of the present application will be described.

Due to the factors of the accelerated pace of modern life, the increase of life pressure and the like, the physical and mental health of people is greatly challenged. For example, anxiety, depression, postpartum depression, and the like are common problems affecting psychological health, and insomnia, hypertension, and the like are common problems affecting physiological health. In this case, people can alleviate the above-mentioned physiological or psychological problems by listening to some music beneficial to their mind and body or watching some multimedia files such as videos beneficial to their mind and body relaxation. The multimedia file recommendation method provided by the embodiment of the application can be applied to the scenes, and can be used for customizing personalized multimedia file recommendation lists for healing the body and mind of users with different degrees of physical and mental health problems, so that the users can obtain physiological or psychological gains by listening or watching multimedia files in the recommendation lists.

Next, a system architecture related to the multimedia file recommendation method provided in the embodiment of the present application is introduced.

Fig. 1 is a system architecture diagram according to a multimedia file recommendation method provided in an embodiment of the present application. As shown in fig. 1, the system includes a first terminal 101 and a server 102. Wherein the first terminal 101 and the server 102 establish a communication connection.

In the embodiment of the present application, a specified multimedia application is installed on the first terminal 101. The user can input self mind and body state information and media preference information in the application interface of the specified multimedia application displayed by the first terminal. After acquiring the mind and body state information and the media preference information of the user, the first terminal 101 may acquire a personalized first recommendation form customized for the user from the server 102 according to the mind and body state information and the media preference information. Then, the first terminal 101 collects user behavior data of the user operating the first recommendation sheet, and further sends the user behavior data to the server 102, so that the server 102 updates the recommendation sheet according to the user behavior data, and the updated second recommendation sheet can better meet the requirements of the user. Certainly, after receiving the second recommendation form sent by the server 102, the first terminal 101 may further continue to collect user behavior data of the user for the second recommendation form, and send the user behavior data to the server 102, so that the server 102 may continuously iteratively update the recommendation form by continuously receiving the user behavior data sent by the first terminal 101, thereby enabling the recommendation form to continuously change along with changes of the physical and mental states of the user.

Optionally, referring to fig. 1, in some possible cases, the system further includes a second terminal 103. The second terminal 103 establishes a communication connection with the server 102, and the first terminal 101 and the second terminal 103 can communicate through the server 102.

The second terminal 103 is a terminal corresponding to a professional therapist. In this embodiment, a professional therapist option may also be displayed on the application interface of the designated multimedia application displayed by the first terminal 101, and the user submits the mind and body status information and the media preference information of the user to the server 102 through the professional therapist option, and the mind and body status information and the media preference information submitted by the user are sent to the second terminal 103 by the server 102. The second terminal 103 displays the mind and body state information and the media preference information of the user. In this way, the professional therapist can provide the user with recommendation information according to the physical and mental conditions and preferences of the user through the physical and mental state information and the media preference information of the user. After acquiring the recommendation information provided by the professional therapist, the second terminal 103 transmits the recommendation information to the server 102. The server 102 generates a corresponding first recommendation sheet according to the recommendation information, and feeds the first recommendation sheet back to the first terminal 101.

Subsequently, after playing the multimedia file in the first recommendation, the user may submit his/her own use experience through the first terminal 101, for example, the change of the mind and body status after listening to or watching the multimedia file in the first recommendation, or his/her own preference for the multimedia file in the first recommendation. The first terminal 101 may use the usage experience submitted by the user as the user behavior data of the user for the first recommendation, and then feed the user behavior data back to the second terminal 103 through the server 102. Accordingly, the second terminal 103 displays the user behavior data fed back by the user, so that the professional therapist can update the first recommendation sheet according to the user behavior data fed back by the user, so that the updated second recommendation sheet better conforms to the current physical and mental state of the user. Of course, similarly, for the second recommendation form, the first terminal 101 may also continue to collect the user behavior data, so that the recommendation form is continuously updated by continuously feeding back the user behavior data to the professional therapist, so that the recommendation form changes along with the change of the physical and mental states of the user, and the recommendation accuracy is improved.

The first terminal 101 and the second terminal 103 may be terminal devices such as a smart phone, a tablet computer, a notebook computer, and a desktop computer. The server 102 may be an application server for a given multimedia application, or a collection of application servers for a given multimedia application and other third-party servers. It should be noted that the server 102 may be a server, a server cluster, or a cloud platform, which is not limited in this embodiment of the present application.

Next, a multimedia file recommendation method provided in an embodiment of the present application is introduced.

Fig. 2 is a multimedia file recommendation method according to an embodiment of the present application. The method can be applied to the system architecture introduced in the foregoing. As shown in fig. 2, the method comprises the steps of:

step 201: the first terminal acquires the mind and body state information and the media preference information of the target user, wherein the mind and body state information is used for indicating the physiological state and/or the psychological state of the user.

In the embodiment of the application, the first terminal is provided with a designated multimedia application. The specified multimedia application may be a music-type application, a video-type application, or a media application providing both music and video services, which is not limited in this embodiment of the present application.

When the opening operation of a user for a specified multimedia application is detected, the first terminal starts the specified multimedia application and displays an application interface of the specified multimedia application.

In one possible implementation, the application interface of the designated multimedia application comprises a plurality of cure blocks. When the first terminal detects that a target user selects a first treatment-cured section, acquiring a first heart quantity table and a first media preference table corresponding to the first treatment-cured section, wherein the first treatment-cured section is any one of a plurality of treatment-cured sections; displaying a first heart rate table and a first media preference table; and acquiring the mind and body state information input by the target user in the first body volume table and the media preference information input in the first media preference table.

It should be noted that, in the embodiment of the present application, each cure plate in the plurality of cure plates corresponds to a physiological or psychological problem or a specific group of people with a possibility of having a physiological or psychological problem, and each cure plate may be named by using the name of the corresponding physiological or psychological problem or the specific group of people. For example, the treatment plates are respectively hypertension plate, insomnia plate, mental plate, pregnant and lying-in woman plate, etc.

Each healing version block comprises a plurality of multimedia files selected by professional service organizations or professional therapists providing physiological or psychological medical services, and the multimedia files are healing media files capable of relieving psychological problems or physiological problems corresponding to the corresponding healing version blocks or having healing effects on specific groups corresponding to the corresponding healing version blocks. Because the multimedia files in each healing version block are selected by a professional service organization or a therapist, the healing efficacy of the multimedia files in the healing version blocks can be better ensured.

After the multiple cure sections are displayed in the application interface of the appointed multimedia application, the target user can select the section matched with the self condition according to the names of the multiple cure sections. For example, if the target user is a pregnant woman who wants to seek multimedia files suitable for the psychosomatic problems of the pregnant woman, a pregnant woman section may be selected, if the target user is nervous, restless, wants to seek spiritual consolation, a mental section may be selected, and for example, if the target user is a hypertensive patient, a hypertensive section may be selected, and so on.

The first terminal can detect whether the selection operation of the target user on any treatment section is received or not in real time, and if the selection operation of the target user on the first treatment section is detected, the first terminal can display a section page of the first treatment section and acquire a first heart volume table and a first media preference table corresponding to the first treatment section. Thereafter, a first heart of body mass table and a first media preference table are displayed within a slab page of the first cure slab. Wherein, the first treatment plate block can be any one of a plurality of treatment plate blocks.

It should be noted that the selection operation of the target user on the cure slab may be a single click, a double click, or other designated gesture operation on the cure slab.

In addition, in the embodiment of the present application, because the psychological problem, the physiological problem, or the crowd of each treatment section is different, that is, the physical and mental problems to be solved by each treatment section are different, in the embodiment of the present application, a service organization or a professional therapist who selects a multimedia file for each treatment section may design a corresponding physical and mental scale for evaluating the physical and mental states for the corresponding treatment section. For example, the physical and mental scale corresponding to the hypertension section can be mainly used for evaluating the physiological state of the hypertension patient, and the physical and mental scale corresponding to the mental section can be mainly used for evaluating the mental state of the user, such as whether there is a mental disease, such as anxiety, depression, and the like.

In addition, a service organization or a professional therapist which selects the multimedia files for each cure block can design a corresponding media preference table for the corresponding cure block according to the type of the multimedia files in the corresponding cure block. For example, if the multimedia files within a cure block include music, video, pictures, etc., the media preference table may be used to evaluate which file format files the user likes and what content files the user likes. For another example, if the multimedia files included in the cure version are all music, the media preference table may be used to evaluate which genre of music the user likes, and the like, which is not limited in this embodiment of the application. Of course, in some possible cases, the types of multimedia files contained in the cure blocks may be substantially the same, for example, each cure block includes various styles of music, in which case, the media preference tables corresponding to the cure blocks may be the same.

Based on this, each treatment-cured section can correspond to its own mind-body table and media preference table, so after detecting the selection operation of the target user on the first treatment-cured section, the first terminal can acquire the first mind-body table and the first media preference table corresponding to the first treatment-cured section according to the identifier of the first treatment-cured section. Thereafter, the first terminal may sequentially display the first heart rate table and the first media preference table.

Illustratively, the first terminal first displays the first psychometric scale. The target user can input the physical and mental state information reflecting the physiological state and/or the psychological state of the target user in the first physical and mental scale, and the first terminal acquires the physical and mental state information. And then, the first terminal displays the first media preference table, the target user inputs own media preference information in the first media preference table according to own preference, and the first terminal acquires the media preference information.

Of course, the first terminal may also display the first media preference table first, and display the first physical and mental quantity table after the media preference information is acquired, so as to acquire the physical and mental state information. Or, the first terminal displays the first media preference amount table and the first mind and body amount table at the same time, which is not limited in the embodiment of the present application.

For example, fig. 3 is a schematic diagram illustrating a physical and mental scale corresponding to a corresponding cure plate according to an operation of a target user according to an embodiment of the present application. As shown in fig. 3, a mental plate, a hypertension plate, a pregnant and delivery plate, and an insomnia plate are displayed in the application interface of the designated multimedia application. After a user clicks a mental block, a first terminal displays a block page 301 of the mental block, a plurality of multimedia files 302 are displayed in the block page 301, and after the first terminal acquires a physical and mental scale corresponding to the mental block, the physical and mental scale 303 is displayed on the upper layer of the plurality of displayed multimedia files. Thereafter, the target user may fill the mind-body table 303 with the mind-body state information of itself.

It should be noted that, in this embodiment of the application, the physical and mental scale and the media preference scale may be in the form of a questionnaire including options, and the user may select options corresponding to different questions in the scale, so as to complete the input of the physical and mental state information and the media preference information. In this case, the mind-body state information and the media preference information acquired by the first terminal may be a set of options of each question in the corresponding scale selected by the target user, where each option may be arranged according to a sequence of the corresponding question in the corresponding scale. Or, the physical and mental scale and the media preference scale may be a questionnaire including a plurality of questions and corresponding answer input boxes, so that the user can input his/her own information in the answer input box corresponding to each question to complete the input of the physical and mental state information and the media preference information. At this time, the mind-body state information and the media preference information acquired by the first terminal may be text information input by the user.

The foregoing is a manner for acquiring the mind and body state information and the media preference information provided by the embodiment of the present application. In another possible implementation manner, a professional therapist service option can be displayed in the application interface of the designated multimedia application displayed by the first terminal. When the first terminal detects the selection operation aiming at the professional therapist service option, displaying the physical and mental state input box and the media preference input box, and acquiring the physical and mental state information input by the target user in the physical and mental state input box and the media preference information input in the media preference input box.

In one possible scenario, the first terminal may simultaneously display the professional therapist service option in the interface displaying the aforementioned plurality of cure blocks. The professional therapist service option may be selected when the target user needs to seek a more accurate treatment plan. And when the first terminal detects the selection operation of the target user on the professional therapist service option, displaying the physical and mental state input box and the media preference input box. Thereafter, the target user may input mind-body state information describing the physiological state and the psychological state of the target user in the mind-body state input box, and input media preference information describing the media preference of the target user in the media preference input box. Accordingly, the first terminal may acquire the mind and body state information and the media preference information input by the target user.

For example, referring to FIG. 4, in an application interface including mental, hypertension, insomnia and pregnancy boards, a logo 401 of a professional therapist is displayed. After the target user clicks the identifier 401, the first terminal may display a mind and body state input box 402 and a media preference input box 403 on the upper layer of the current interface. Thereafter, the target user may enter mind and body state information in the mind and body state input box 402 and media preference information in the media preference input box 403.

In another possible scenario, as can be seen from the above description, the multimedia files included in each healing block are selected by a professional service organization or a professional therapist. Based on this, in this embodiment of the application, the first terminal may also display, in the tile page of each cure tile, an identifier of a professional therapist who selects the multimedia file for the corresponding cure tile, or display an identifier of a professional therapist in a service organization that selects the multimedia file for the corresponding cure tile. The identifier of the professional therapist is used to uniquely identify a professional therapist, and may be, for example, the name of the professional therapist. At this time, the identifier of the professional therapist is the professional therapist service option. Based on this, in the embodiment of the application, the target user may first select one cure section according to the physical and mental conditions of the target user, and after entering the section page of the selected cure section, the target user selects a professional therapist service option displayed in the section page. Then, the first terminal may display the physical and mental state input box and the media preference input box according to the selection operation of the target user to obtain the physical and mental state information and the media preference information, and the specific process of the first terminal interacting with the user to obtain the physical and mental state information and the media preference information is described in the foregoing, and is not described herein again.

In addition, it should be noted that the target user may select one of the two manners of submitting the physical and mental state information and the media preference information to obtain the corresponding recommendation sheet, or may select one of the two manners of submitting the physical and mental state information and the media preference information to obtain the recommendation sheet by a method described later, and then select another manner of submitting the physical and mental state information and the media preference information to obtain the corresponding recommendation sheet by another manner, which is not limited in this embodiment of the application.

After obtaining the mind and body state information and the media preference information of the target user, the first terminal may interact with the server through the following steps 202 and 204 to display a first recommendation form customized for the target user.

Step 202: the first terminal sends the mind and body state information and the media preference information of the target user to the server.

After acquiring the mind and body state information and the media preference information of the target user, the first terminal may send a recommendation request to the server, where the recommendation request carries the mind and body state information and the media preference information of the target user. In addition, the recommendation request may also carry a user identifier of the target user, so that a subsequent server feeds back a recommendation form to the first terminal.

In addition, as can be known from the introduction in the foregoing step 201, the mind and body state information and the media preference information of the target user may be obtained by the first terminal through the user filling the corresponding mind and body table and media preference table after the user selects one cure edition, or may be obtained by the user after selecting a professional therapist service option. That is, different request types are carried according to different services sought by target users. Wherein the request type includes a first type and a second type, wherein the first type is used for indicating that the recommendation request is used for requesting machine recommendation, namely, recommendation by the server, and the second type is used for indicating that the recommendation request is used for requesting professional therapists to make recommendation, namely, seeking professional services for the professional therapists through the server.

In other words, if the target user inputs his/her mind and body state information and media preference information by filling in the table after selecting the cure block, the request type of the recommendation request is the first type. The request type of the recommendation request is a second type if the target user is mind and body state information and media preference information entered after selecting the professional therapist service option.

Optionally, in some possible implementation manners, the recommendation request may not carry a request type, so that the subsequent server may distinguish whether the recommendation request requires machine recommendation or professional therapist recommendation according to a difference in format and/or content of the mind and body state information and the media preference information carried in the recommendation request.

Step 203: the server sends a first recommendation sheet to the first terminal according to the physical and mental state information and the media preference information of the target user.

The server receives a recommendation request sent by the first terminal, acquires the mind and body state information and the media preference information of the target user carried in the recommendation request, and then sends a first recommendation list containing a plurality of multimedia files to the first terminal according to the mind and body state information and the media preference information. The multimedia file may include audio, video, and other files. The file content of the audio file may be pure music, a song, a photo or an audio book, and the like, which is not limited in this embodiment of the application.

As can be seen from the foregoing description, the recommendation request may be a request for machine recommendation or a request for recommendation by a professional therapist. The implementation of this step is different according to different request types.

The first implementation mode comprises the following steps: if the server determines that the recommendation request requires machine recommendation according to the request type carried by the recommendation request or the content and format of the physical and mental state information and the media preference information, the server determines the physical and mental state evaluation result of the target user according to the physical and mental state information and determines the media preference evaluation result of the target user according to the media preference information; acquiring an initial recommendation sheet matched with the physical and mental state evaluation result and the media preference evaluation result of the target user; acquiring similar multimedia files of all multimedia files included in the initial recommendation list; and generating a first recommendation list according to each multimedia file included in the initial recommendation list and the obtained similar multimedia files.

In this implementation, because the physical and mental state information and the media preference information are obtained from the questionnaire, when the questionnaire is a questionnaire including options, that is, when the physical and mental state information and the media preference information are sets of options selected by the user, for each physical and mental scale, the server may store a mapping relationship between each option set obtained by arranging and combining options corresponding to different questions in the physical and mental scale and a corresponding physical and mental state evaluation result. On this basis, the server can obtain the physical state evaluation result corresponding to the option set from the mapping relation corresponding to the first body-mind volume table according to the option set of each problem selected in the first body-mind volume table by the target user, so as to obtain the physical and mental state evaluation result of the target user. Similarly, for each media preference table, the server stores a mapping relationship between each option set obtained by arranging and combining the options corresponding to different questions in the media preference table and the corresponding media preference evaluation result. On this basis, the server may obtain the media preference evaluation result corresponding to the option set from the mapping relationship corresponding to the first media preference table according to the option set of each question selected by the target user in the first media preference table, so as to obtain the media preference evaluation result of the target user.

Exemplarily, table 1 shows a mapping relationship corresponding to a mind-body table, and assuming that the mind-body table includes 10 questions each including 3 options, combining possible answers corresponding to the 10 questions to obtain 3¹⁰That is, the combination of options in the mapping relation is 3¹⁰And (4) respectively. Some different option combinations may have the same or different evaluation results, for example, the option combination { AAAAAAAAAA } and the option combination { aabaaaaa } may correspond to the same evaluation result a, the option combination { AABABACABC }, the option combination { AABABACABA } and the option combination { aababcaba } correspond to the same evaluation result B, and so on. Assuming that the physical and mental state information of the target user is { AABABACABA }, the physical and mental state evaluation result of the target user can be determined as an evaluation result B according to the mapping relation.

TABLE 1 mapping relationship between option set and evaluation result of physical and mental state of physical and mental scale

It should be noted that table 1 is only an exemplary mapping relationship given in the embodiment of the present application, and the content in the table does not constitute a limitation on the content that may exist in the mapping relationship.

Optionally, when the scale is a questionnaire including an input box, that is, when the physical and mental state information and the media preference information are both text information input by the user, the server may extract a keyword from the physical and mental state information, determine a physical and mental state evaluation result according to the extracted keyword, extract a keyword from the media preference information, and determine a media preference evaluation result according to the extracted keyword.

It should be noted that, in some possible implementation manners, a pre-trained first AI (Artificial Intelligence) model for performing the mind and body state evaluation is deployed in the server, and the server may input the mind and body state information of the target user into the first AI model, process the mind and body state information through the first AI model, and then output the mind and body state evaluation result of the target user through the first AI model. Likewise, the server may also be deployed with a second AI model that is pre-trained for media preference evaluation. And the server inputs the media preference information of the target user into the second AI model, processes the media preference information through the second AI model, and then outputs the media preference evaluation result of the target user through the second AI model.

Additionally, it is noted that the media preference evaluation results determined above for the target user may indicate the target user's preference for one or more media types. The media type may refer to a file type of the media, such as audio, video, picture, text, and the like, or a content type of the media, such as ancient music, electronic music, and popular music. That is, the above-determined media preference evaluation result may be only the target user's preference for one media type, for example, the media preference evaluation result indicates that the target user's music preference is music of the ancient style. Optionally, the media preference evaluation result may also be a target user's preference for multiple media types, for example, the media preference evaluation result indicates that the target user's music preference is music of the ancient style and popular style.

After obtaining the physical state evaluation result and the media preference evaluation result of the target user, the server may obtain the recommendation form identification corresponding to the physical state evaluation result and the media preference evaluation result of the target user from the stored mapping relationship among the physical state, the media preference and the recommendation form identification, and obtain a corresponding recommendation form according to the obtained recommendation form identification, where the recommendation form is an initial recommendation form matched with the physical and mental state evaluation result and the media preference evaluation result of the target user.

For example, a mapping relationship between the mind and body status, the media preferences, and the recommendation ticket identification is shown in table 2. As shown in fig. 2, the mind-body state a and the media preference a correspond to a recommendation form identifier AA, the mind-body state a and the media preference B correspond to a recommendation form identifier AB, and so on. Assuming that the physical and mental state evaluation result of the target user obtained by the server is C and the media preference evaluation result is B, the corresponding recommendation list identifier CB can be determined from the mapping relation, and at this time, the server can obtain the recommendation list with the recommendation list identifier CB as the initial recommendation list.

TABLE 2 mapping relationship of mind and body status, media preferences and recommendation ticket identification

It should be noted that table 2 above is only an exemplary mapping relationship given in the embodiment of the present application, and the content in the table does not constitute a limitation on the content that may exist in the mapping relationship.

Also, it is noted that, as described above, the media preference evaluation result may indicate the user's preference for media files of one media type or may indicate the user's preference for media files of multiple media types, and therefore, in the above table 2, both the media preference indicating the user's preference for media files of one media type and the media preference indicating the user's preference for media files of multiple media types may be included. For example, media preference A may be music from the old world, media preference B may be pop music, and media preference C may be music from the old world and pop music. Moreover, as can be seen from table 2, for the same physical and mental state, if the media preference a, that is, the ancient wind music, corresponds to the recommendation list AA, and the media preference B, that is, the popular music, corresponds to the recommendation list AB, the media preference C, that is, the recommendation list corresponding to the ancient wind music and the popular music, will be AC, at this time, the multimedia files contained in the recommendation list AC may be different from the multimedia files contained in the recommendation list AA and the recommendation list AB, or the multimedia files contained in the recommendation list AC intersect the multimedia files contained in the recommendation list AA and intersect the multimedia files contained in the recommendation list AB, which is not limited in the embodiment of the present application.

After the initial recommendation list is obtained, the server may read content tags of a plurality of multimedia files included in the initial recommendation list, and then the server may obtain multimedia files that are the same as or similar to the content tags of the multimedia files, so as to obtain a plurality of similar multimedia files, and generate a first recommendation list according to the similar multimedia files and the multimedia files in the initial recommendation list, where the first recommendation list includes the multimedia files included in the initial recommendation list and the determined similar multimedia files.

After the first recommendation list is generated, the server may send the first recommendation list to the first terminal according to the user identifier of the target user carried in the recommendation request.

Optionally, in a possible case, after determining the mind and body state evaluation result of the target user according to the mind and body state information of the target user, if the mind and body state evaluation result of the target user indicates that the physiological state or the psychological state of the target user is a serious unhealthy state, the server may further send the determined mind and body state evaluation result of the target user to the first terminal when sending the first recommendation form to the first terminal.

Optionally, in a possible case, the above process of determining the mind and body state evaluation result and the media preference evaluation result of the target user according to the mind and body state information and the media preference information of the target user may also be performed by the first terminal, in which case, the first terminal may directly send the mind and body state evaluation result and the media preference evaluation result of the target user to the server. Accordingly, the server may obtain the corresponding first recommendation sheet according to the mind and body status evaluation result and the media preference evaluation result by the method described above.

After obtaining the physical and mental state evaluation result of the target user, if the physical and mental state evaluation result indicates that the physiological state or the mental state of the target user is a serious unhealthy state, the first terminal may display a prompt message in a layout page of a corresponding cure layout to prompt the target user to seek professional medical services in time.

Further, as described above, the section page of the cure section may display the identifier of the service organization or the identifier of the professional therapist for selecting the multimedia file for the corresponding cure section. Based on this, in the embodiment of the present application, the prompt information displayed by the first terminal may be used to prompt the user to obtain the medical service through the identifier of the service mechanism in the cure block. In this way, after viewing the prompt message, the target user may perform a selection operation with respect to the identification of the service institution or the identification of the professional therapist displayed within the cure block. Accordingly, when the first terminal detects the selection operation of the target user for the displayed identification of the service organization, the first terminal can jump to a service content page of the service organization, wherein one or more of a popular science service option, an online registration option of the service organization, a triage service option and an expert live broadcast option can be included in the service content page, so that the target user can obtain corresponding content through the options to seek further professional treatment.

For example, referring to fig. 5, the first terminal displays, within a section page of a mental section, an identification of a service organization that selects a multimedia file for the section: and when the target user clicks the identifier, the first terminal can skip to display a service content page of the AA mental health care institute, and a mental health knowledge popular option, an online registration option, an intelligent triage option and an expert live broadcast option of the AA mental health care institute are displayed in the page.

Optionally, the prompt information displayed by the first terminal may also be used to prompt the user to seek medical service through the identifier of the professional therapist displayed in the healing plate, in this case, when the first terminal detects that the target user performs the selection operation on the displayed identifier of the professional therapist, the first terminal may refer to the process described herein in which the professional therapist customizes the recommendation list for the target user, and interact with the second terminal through the server, so as to obtain the recommendation list of the target user.

The second implementation mode comprises the following steps: if the server determines that the recommendation request requires recommendation by a professional therapist according to the request type carried by the recommendation request or the content and format of the mind and body state information and the media preference information, the server sends the mind and body state information and the media preference information of the target user to a second terminal, and the second terminal is a terminal corresponding to the professional therapist; receiving recommendation information fed back by the second terminal, wherein the recommendation information comprises information of multimedia files recommended by professional therapists according to the physical and mental state information and the media preference information of the target user; and sending a first recommendation list to the first terminal according to the recommendation information.

It should be noted that, in one possible case, the server stores the identities of a plurality of professional therapists. Based on the above, the server can randomly select the identifier of one professional therapist directly from the identifiers of a plurality of professional therapists, or select the identifier of the professional therapist corresponding to the free identifier from the identifiers of the plurality of professional therapists. At this time, the terminal corresponding to the professional therapist identified by the selected identifier is the second terminal, and the server may send the mind and body state information and the media preference information of the target user to the second terminal corresponding to the corresponding professional therapist according to the identifier of the selected professional therapist.

In another possible case, as described above, the professional therapist service option selected by the target user may be an identifier of a professional therapist displayed in the page, in which case, when the first terminal sends the recommendation request to the server, the recommendation request may carry the identifier of the professional therapist selected by the target user. Correspondingly, the server acquires the identifier of the professional therapist carried in the recommendation request, and sends the physical and mental state information and the media preference information of the target user to the second terminal corresponding to the corresponding professional therapist according to the identifier of the professional therapist.

And the second terminal can display the received information after receiving the mind and body state information and the media preference information of the target user sent by the server. The professional therapist may input the recommendation information provided to the target user based on the mind and body status information and the media preference information of the target user. The recommendation information may be a recommendation sheet including a plurality of multimedia files customized for the target user by the professional therapist, or the recommendation information may include content types of the multimedia files recommended for the target user by the professional therapist, for example, song types recommended for the target user.

And after receiving the recommendation information input by the professional therapist, the second terminal sends the recommendation information to the server.

If the recommendation information is a recommendation list, the server may directly use the recommendation list as the first recommendation list, or the server may obtain similar multimedia files of the multimedia files included in the recommendation list and generate the first recommendation list including the multimedia files included in the recommendation list and the obtained similar multimedia files.

Optionally, if the recommendation information is a content type of a multimedia file recommended by the professional therapist for the user, the server acquires a multimedia file with a content tag matching with the corresponding content type from the stored multimedia file according to the content type indicated in the recommendation information, and then generates a second recommendation list containing the acquired multimedia file.

Optionally, in some possible implementation manners, the recommendation information may also include a recommendation list including multimedia files recommended by the professional therapist and content types of the suggested multimedia files, and in this case, the server may combine the two implementation manners to use the multimedia files recommended by the professional therapist, the obtained similar multimedia files, and the multimedia files obtained according to the content types of the recommended multimedia files as the multimedia files in the first recommendation list.

After generating the first recommendation list, the server sends the first recommendation list to the first terminal, and optionally, if the recommendation information includes a content type suggested by the professional therapist, the server may send the content type to the first terminal together.

Optionally, in some possible implementations, after the target user communicates with the professional therapist for multiple times through the server, the professional therapist provides the recommendation information to the server, that is, the server can establish a communication connection between the first terminal and the second terminal, so that the target user and the professional therapist can perform a conversation, and the professional therapist provides the recommendation information after fully knowing the physical and mental conditions of the target user, so as to improve the recommendation accuracy.

Step 204: the first terminal displays the first recommendation list.

After receiving the first recommendation list sent by the server, the first terminal may display the first recommendation list in an application interface of a specified multimedia application.

After displaying the first recommendation list, the first terminal may obtain and display the second recommendation list updated with respect to the first recommendation list according to the user behavior data of the target user with respect to the first recommendation list in step 205-207 as follows.

Step 205: and the first terminal sends the user behavior data of the target user aiming at the first recommendation list to the server.

After the first terminal displays the first recommendation list, the target user can select the multimedia text in the first recommendation list to play. Accordingly, the first terminal can collect behavior data of the target user operating the first recommendation list.

In a possible implementation manner, when the first recommendation form is obtained by machine recommendation of the server according to the mind and body state information and the media preference information submitted by the target user, the first terminal may obtain data of a preference of the target user to the multimedia file in the first recommendation form, which is actively or passively fed back by the target user, as user behavior data of the target user for the first recommendation form.

Illustratively, the first terminal may detect a marking operation of the target user on one or more multimedia files included in the first recommendation list, the marking operation being used for indicating that the one or more multimedia files are non-interesting files of the target user. The first terminal acquires the file identification of the multimedia file marked by the user as user behavior data. In addition, considering that for a certain multimedia file, the less the number of times that the user clicks to play is, the less the user is interested in the multimedia file, therefore, the first terminal may also count the number of times that the target user plays each multimedia file in the first recommendation list within a preset time period, and obtain the file identifier of the multimedia file whose play number is less than the reference threshold value as the user behavior data. Further, considering that for multimedia files that are not interested, a user may play half or a small part of the multimedia files and end the playing, in this embodiment of the present application, the first terminal may further count the playing ratio of each multimedia playing file during playing as a part of the user behavior data. The above are only some possible implementation manners of the user behavior data provided in the embodiment of the present application, and the first terminal may also obtain other data capable of reflecting the user's preference degree for the multimedia file in the first recommendation list as the user behavior data, which is not limited in the embodiment of the present application.

Optionally, if the first recommendation form is recommended by a professional therapist for the target user, the first terminal may obtain updated mind and body state information fed back by the target user after playing the multimedia file in the first recommendation form as a part of the user behavior data, in addition to collecting the behavior data. The updated body and mind state information may be indication information that the target user determines to enter the next treatment course, or may be description information of the target user about the current body and mind state of the target user.

For example, for a first recommendation list recommended by a professional therapist, when the first terminal displays the first recommendation list, the first terminal may further display an identifier of the professional therapist providing recommendation information for generating the first recommendation list in the first recommendation list, so that when the target user needs to update the first recommendation list, the identifier of the professional therapist may be selected. And the first terminal displays an information input box after detecting the selection operation aiming at the identification of the professional therapist, and acquires the updated physical and mental state information output by the user in the information input box.

Illustratively, referring to fig. 6, the identifier of the therapist providing the recommendation information corresponding to the first recommendation list is displayed in the first recommendation list: the king doctor clicks the identification by the target user. After detecting the click operation, the first terminal displays an information input box 601 for the target user to input the updated physical and mental state information.

After the user behavior data is obtained in the above manner, the first terminal may send an update request to the server, where the update request carries the user behavior data.

Optionally, for the case that updated physical and mental state information is submitted by selecting the identifier of the professional therapist, the update request sent by the first terminal may also carry the identifier of the corresponding professional therapist.

Step 206: and the server sends a second recommendation list obtained by updating the first recommendation list to the first terminal according to the user behavior data.

After receiving the update request sent by the first terminal, the server may obtain the user behavior data carried in the update request. And then, according to different contents of the user behavior data, obtaining a second recommendation list obtained by updating the first recommendation list by adopting different methods, and further feeding back the second recommendation list to the first terminal.

Illustratively, if the user behavior data includes a file identifier of a multimedia file marked by the target user in the first recommendation list and not interested in the multimedia file or a file identifier of a multimedia file whose playing time is less than a reference threshold, the server may replace the multimedia file identified by the file identifier included in the first recommendation list to obtain a second recommendation list, and then send the second recommendation list to the first terminal.

The server may directly delete the multimedia file identified by the identifier included in the user behavior data, or obtain similar multimedia files of other unmarked multimedia files, and then replace the multimedia file identified by the file identifier included in the user behavior data with the obtained similar multimedia file, thereby obtaining the second recommendation list.

If the user behavior data further comprises the play proportion of each multimedia file fed back by the target user, the server can sequence the multimedia files according to the sequence of the play proportion from small to large, the first N multimedia files are used as the multimedia files which are not interested by the user, and then the multimedia files which are not interested by the user are replaced according to the method, so that a second recommendation list is obtained.

If the user behavior data comprises updated body and mind state information fed back by the target user, for example, indication information fed back by the target user to enter the next treatment course or description information of the target user on the current body and mind state of the target user, the server sends the updated body and mind state information to the second terminal; receiving updated recommendation information sent by the second terminal, wherein the updated recommendation information is determined by a professional therapist according to the media preference information and the updated physical and mental state information; updating the first recommendation list according to the updated recommendation information to obtain a second recommendation list; and sending the second recommendation list to the first terminal.

The server can first acquire the identifier of the professional therapist who provides the recommendation information for generating the first recommendation list, and then sends the updated body and mind state information to the second terminal according to the identifier of the professional therapist.

It should be noted that, if the update request carries the identifier of the professional therapist, the server may directly obtain the identifier of the professional therapist. If the update request does not carry the identifier of the professional therapist, the server may obtain the identifier of the professional therapist corresponding to the first recommendation list from the mapping relationship between the identifier of the recommendation list stored in the server and the identifier of the therapist.

In addition, when the updated mind and body state information is sent to the second terminal, the server can also send the media preference information submitted by the target user to the second terminal so that the professional therapist can provide new recommendation information for the target user by referring to the media preference information.

And the second terminal displays the media preference information and the updated body and mind state information to the professional therapist after receiving the media preference information and the updated body and mind state information. The professional therapist may then provide updated recommendation information for adjusting the first recommendation statement based on the media preference information and the updated mind and body state information. The second terminal may transmit the updated recommendation information to the server.

The updated recommendation information may be a recommendation list obtained by a professional therapist by directly adjusting the multimedia file in the first recommendation list. At this time, the multimedia file in the adjusted recommendation list may or may not have the same file as the multimedia file in the first recommendation list, that is, the adjusted recommendation list may be a recommendation list in which all multimedia files are completely replaced. Alternatively, the updated recommendation information may also be updated content type information provided by the professional therapist. The embodiment of the present application does not limit this.

After the server receives the updated recommendation information, if the updated recommendation information is an adjusted recommendation sheet, the server may directly use the adjusted recommendation sheet as a second recommendation sheet. Or, if the user behavior data further includes the file identifier of the multimedia file that is not interested by the user or the play ratio of the multimedia file, the server may replace the multimedia file that is not interested by the user in the adjusted multimedia file in the recommendation list in the manner described above, so as to obtain the second recommendation list.

If the updated recommendation information is the adjusted content type information, the server may obtain, according to the adjusted content type, a multimedia file whose content tag matches the adjusted content type from a multimedia file stored in the server, thereby generating a second recommendation list.

Step 207: and the first terminal displays the second recommendation list.

And after receiving the second recommendation list fed back by the server, the first terminal displays the second recommendation list in an application interface of the designated multimedia application.

Similarly, during or after the target user selects the multimedia file in the second recommendation list to play, the first terminal may continue to collect the user behavior data of the target user for the second recommendation list by the method introduced in step 205, and then obtain a third recommendation list updated for the second recommendation list from the server according to the user behavior data of the target user for the second recommendation list, and so on. Therefore, the recommendation list of the target user can be continuously updated by continuously collecting the user behavior data, so that the recommendation accuracy is improved. In addition, whether the collected user behavior data reflecting whether the user is interested or not or the updated body and mind state information fed back by the user, the behavior data can reflect the body and mind states of the user when submitting the data to a certain extent, so that the recommendation list is updated through the constantly changing user behavior data, the recommendation list also changes along with the change of the body and mind states of the user, and the recommendation list can always meet the cure requirements of the user.

Optionally, in some possible implementation manners, if the target user is a recommendation obtained by machine recommendation by the server after selecting the cure block, if the physiological or psychological problem of the target user still cannot be alleviated after listening to or watching a multimedia file in the recommendation, the target user may further seek professional medical services through an identifier of a service organization or an identifier of a professional therapist displayed in the corresponding cure block, and a detailed implementation process may refer to the related description in the foregoing, which is not described herein again.

Secondly, in the embodiment of the application, each cure plate in a plurality of cure plates displayed in an application interface of the designated multimedia application corresponds to a physiological and/or psychological problem or a specific crowd which may have physical and psychological problems, so that a user can easily sit in a number-checking manner when searching for the corresponding cure plate according to the user's own condition, and the method is more intuitive and convenient. In addition, in the embodiment of the application, the multimedia files in each healing plate block are selected and obtained by a service organization providing professional medical services or a professional therapist, and are not uploaded by a common user, so that the quality of the multimedia files in each healing plate block is ensured.

Thirdly, after the server obtains the initial recommendation list, the server can read the content tags of the multimedia files in the recommendation list, search more similar multimedia files for dealing with the physical and mental problems of the user and recommend the similar multimedia files to the user, so that the selectable range of the user is expanded, and the recommendation hit rate is improved.

Fourth, in the embodiment of the present application, the application interface of the designated multimedia application may include a professional therapist service option, so that the target user may submit the mind and body state information and the media preference information of the target user to the professional therapist directly through the professional therapist service option, thereby obtaining a more accurate professional recommendation service.

Fifth, in the embodiment of the present application, an identifier of a service organization that selects a multimedia file for each cure block may also be displayed in an application interface of a designated multimedia application. Therefore, when the terminal prompts that the physical and mental problems of the user are serious or the effect of the user is poor after the user listens or watches the multimedia file, the user can jump to the service content page of the corresponding service mechanism through the identification of the service mechanism to seek further more accurate professional medical service.

It should be noted that, in the foregoing embodiment, different implementation manners introduced in each step may also be combined differently in the case of meeting scene logic, which is not limited in this application embodiment.

Next, a multimedia file recommendation apparatus provided in an embodiment of the present application will be described.

Referring to fig. 7, an embodiment of the present application provides a multimedia file recommendation apparatus 700, where the apparatus 700 may be applied to the foregoing first terminal in the form of hardware or software, and the apparatus 700 includes:

a first obtaining module 701, configured to obtain physical and mental state information and media preference information of a target user, where the physical and mental state information is used to indicate a physiological state and/or a psychological state of the user;

a display module 702, configured to display a first recommendation list according to the mind and body state information and the media preference information of the target user, where the first recommendation list includes file information of a plurality of recommended multimedia files;

a second obtaining module 703, configured to obtain, from the server, a second recommendation sheet obtained after updating the first recommendation sheet according to the user behavior data of the target user for the first recommendation sheet;

the display module 702 is further configured to display a second recommendation.

Optionally, the first obtaining module 701 is mainly configured to:

displaying a plurality of cure blocks;

when the selection operation of a target user for a first treatment-cured section is detected, acquiring a first heart volume table and a first media preference table corresponding to the first treatment-cured section, wherein the first treatment-cured section is any one of a plurality of treatment-cured sections;

displaying a first heart rate table and a first media preference table;

and acquiring the mind and body state information input by the target user in the first body volume table and the media preference information input in the first media preference table.

Optionally, each of the plurality of cure blocks includes a plurality of multimedia files corresponding to the physical and mental problems and an identifier of a service mechanism, and the service mechanism is a mechanism for providing medical services for the physical and mental problems corresponding to the corresponding cure block.

Optionally, the apparatus 700 is further configured to:

Optionally, the display module 702 is further configured to:

and when the physiological state or the psychological state of the target user is determined to be a serious unhealthy state according to the physical and psychological state information of the target user, displaying prompt information, wherein the prompt information is used for prompting the target user to acquire medical services through the identification of the first service mechanism.

Optionally, the display module 702 is mainly used for:

sending a recommendation request to a server, wherein the recommendation request carries the physical and mental state information and the media preference information of a target user, and the recommendation request is used for indicating the server to generate a first recommendation bill according to the physical and mental state information and the media preference information of the target user;

and receiving a first recommendation list sent by the server, and displaying the first recommendation list.

Optionally, the second obtaining module 703 is mainly configured to:

sending user behavior data to a server, wherein the user behavior data comprise file identifications of non-interesting multimedia files marked in a first recommendation list by a target user and file identifications of multimedia files of which the clicking times in a preset time length are smaller than a reference threshold;

and receiving a second recommendation list sent by the server, wherein the second recommendation list is obtained by replacing the multimedia file identified by the corresponding file identification in the first recommendation list by the server according to the file identification included in the user behavior data.

Optionally, the first obtaining module 701 is mainly configured to:

displaying professional therapist service options;

displaying a physical and mental state input box and a media preference input box when a selection operation for a professional therapist service option is detected;

Optionally, the display module 702 is mainly used for:

receiving a first recommendation list sent by a server, wherein the first recommendation list is generated by the server according to recommendation information sent by a second terminal, and the recommendation information comprises information of multimedia files recommended by a professional therapist according to the physical and mental state information and the media preference information of a target user;

and displaying the first recommendation list.

Optionally, the second obtaining module 703 is mainly configured to:

sending user behavior data to a server, wherein the user behavior data comprises updated body and mind state information fed back by a target user after the target user plays the multimedia file in the first recommendation list;

and receiving a second recommendation form sent by the server, wherein the second recommendation form is obtained by updating the first recommendation form according to updated recommendation information sent by the second terminal, and the updated recommendation information is determined by the professional therapist according to the media preference information and the updated physical and mental state information.

Referring to fig. 8, an embodiment of the present application provides a multimedia file recommendation apparatus 800, where the apparatus 800 may be applied to the aforementioned server in the form of hardware or software, and the apparatus 800 includes:

a receiving module 801, configured to receive mind and body state information and media preference information of a target user sent by a first terminal, where the mind and body state information is used to indicate a physiological state and/or a psychological state of the user;

a sending module 802, configured to send a first recommendation form to a first terminal according to the physical and mental state information and the media preference information of the target user, so that the first terminal displays the first recommendation form;

the receiving module 801 is further configured to receive user behavior data, sent by the first terminal, of the target user for the first recommendation statement;

the sending module 802 is further configured to send, to the first terminal, a second recommendation sheet obtained after updating the first recommendation sheet according to the user behavior data, so that the first terminal displays the second recommendation sheet.

Optionally, the sending module 802 is mainly configured to:

acquiring similar multimedia files of all multimedia files included in the initial recommendation list;

and generating a first recommendation list according to each multimedia file included in the initial recommendation list and the obtained similar multimedia files.

the sending module 802 is mainly used for:

and sending the second recommendation list to the first terminal.

Optionally, the sending module 802 is mainly configured to:

receiving recommendation information fed back by the second terminal, wherein the recommendation information comprises information of multimedia files recommended by professional therapists according to the physical and mental state information and the media preference information of the target user;

and sending a first recommendation list to the first terminal according to the recommendation information.

the sending module 802 is mainly used for:

sending the updated body and mind state information to a second terminal;

receiving updated recommendation information sent by the second terminal, wherein the updated recommendation information is determined by a professional therapist according to the media preference information and the updated physical and mental state information;

and sending the second recommendation list to the first terminal.

It should be noted that, when recommending a multimedia file, the multimedia file recommending apparatus provided in the foregoing embodiment is only illustrated by dividing the functional modules, and in practical applications, the above function allocation may be completed by different functional modules according to needs, that is, the internal structure of the device is divided into different functional modules, so as to complete all or part of the above described functions. In addition, the multimedia file recommendation device provided in the above embodiment and the multimedia file recommendation method embodiment belong to the same concept, and specific implementation processes thereof are described in the method embodiment in detail and are not described herein again.

Fig. 9 is a block diagram illustrating a structure of a terminal 900 for recommending multimedia files according to an exemplary embodiment. The first terminal in the above embodiments can be implemented by the terminal 900. The terminal 900 may be a smart phone, a tablet computer, a notebook computer, a desktop computer, or the like.

In general, terminal 900 includes: a processor 901 and a memory 902.

Processor 901 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and so forth. The processor 901 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 901 may also include a main processor and a coprocessor, where the main processor is a processor for Processing data in an awake state, and is also called a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 901 may be integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content required to be displayed on the display screen. In some embodiments, the processor 901 may further include an AI (Artificial Intelligence) processor for processing computing operations related to machine learning.

Memory 902 may include one or more computer-readable storage media, which may be non-transitory. The memory 902 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, the non-transitory computer readable storage medium in the memory 902 is configured to store at least one instruction, where the at least one instruction is configured to be executed by the processor 901 to implement the steps performed by the first terminal in the multimedia file recommendation method provided by the method embodiment in the present application.

In some embodiments, terminal 900 can also optionally include: a peripheral interface 903 and at least one peripheral. The processor 901, memory 902, and peripheral interface 903 may be connected by buses or signal lines. Various peripheral devices may be connected to the peripheral interface 903 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of a radio frequency circuit 904, a display screen 905, a camera assembly 906, an audio circuit 907, a positioning assembly 908, and a power supply 909.

The peripheral interface 903 may be used to connect at least one peripheral related to I/O (Input/Output) to the processor 901 and the memory 902. In some embodiments, the processor 901, memory 902, and peripheral interface 903 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 901, the memory 902 and the peripheral interface 903 may be implemented on a separate chip or circuit board, which is not limited by this embodiment.

The Radio Frequency circuit 904 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 904 communicates with communication networks and other communication devices via electromagnetic signals. The radio frequency circuit 904 converts an electrical signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 904 comprises: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 904 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: the world wide web, metropolitan area networks, intranets, generations of mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the radio frequency circuit 904 may also include NFC (Near Field Communication) related circuits, which are not limited in this application.

The display screen 905 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 905 is a touch display screen, the display screen 905 also has the ability to capture touch signals on or over the surface of the display screen 905. The touch signal may be input to the processor 901 as a control signal for processing. At this point, the display 905 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 905 may be one, providing the front panel of the terminal 900; in other embodiments, the number of the display panels 905 may be at least two, and each of the display panels is disposed on a different surface of the terminal 900 or is in a foldable design; in still other embodiments, the display 905 may be a flexible display disposed on a curved surface or a folded surface of the terminal 900. Even more, the display screen 905 may be arranged in a non-rectangular irregular figure, i.e. a shaped screen. The Display panel 905 can be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and other materials. It should be noted that, in the embodiment of the present application, when the terminal 900 is a landscape terminal, the aspect ratio of the display screen of the terminal 900 is greater than 1, for example, the aspect ratio of the display screen of the terminal 900 may be 16:9 or 4: 3. When the terminal 900 is a portrait terminal, the aspect ratio of the display of the terminal 900 is less than 1, for example, the aspect ratio of the display of the terminal 900 may be 9:18 or 3:4, etc.

The camera assembly 906 is used to capture images or video. Optionally, camera assembly 906 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 906 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.

Audio circuit 907 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 901 for processing, or inputting the electric signals to the radio frequency circuit 904 for realizing voice communication. For stereo sound acquisition or noise reduction purposes, the microphones may be multiple and disposed at different locations of the terminal 900. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 901 or the radio frequency circuit 904 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, audio circuit 907 may also include a headphone jack.

The positioning component 908 is used to locate the current geographic Location of the terminal 900 for navigation or LBS (Location Based Service). The Positioning component 908 can be a GPS (Global Positioning System), a Beidou System, or a Galileo System based Positioning component.

Power supply 909 is used to provide power to the various components in terminal 900. The power source 909 may be alternating current, direct current, disposable or rechargeable. When the power source 909 includes a rechargeable battery, the rechargeable battery may be a wired rechargeable battery or a wireless rechargeable battery. The wired rechargeable battery is a battery charged through a wired line, and the wireless rechargeable battery is a battery charged through a wireless coil. The rechargeable battery may also be used to support fast charge technology.

In some embodiments, terminal 900 can also include one or more sensors 910. The one or more sensors 910 include, but are not limited to: acceleration sensor 911, gyro sensor 912, pressure sensor 913, fingerprint sensor 914, optical sensor 915, and proximity sensor 916.

The acceleration sensor 911 can detect the magnitude of acceleration in three coordinate axes of the coordinate system established with the terminal 900. For example, the acceleration sensor 911 may be used to detect the components of the gravitational acceleration in three coordinate axes. The processor 901 can control the display screen 905 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 911. The acceleration sensor 911 may also be used for acquisition of motion data of a game or a user.

The gyro sensor 912 may detect a body direction and a rotation angle of the terminal 900, and the gyro sensor 912 may cooperate with the acceleration sensor 911 to acquire a 3D motion of the user on the terminal 900. The processor 901 can implement the following functions according to the data collected by the gyro sensor 912: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.

The pressure sensor 913 may be disposed on a side bezel of the terminal 900 and/or underneath the display 905. When the pressure sensor 913 is disposed on the side frame of the terminal 900, the user's holding signal of the terminal 900 may be detected, and the processor 901 performs left-right hand recognition or shortcut operation according to the holding signal collected by the pressure sensor 913. When the pressure sensor 913 is disposed at a lower layer of the display screen 905, the processor 901 controls the operability control on the UI interface according to the pressure operation of the user on the display screen 905. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.

The fingerprint sensor 914 is used for collecting a fingerprint of the user, and the processor 901 identifies the user according to the fingerprint collected by the fingerprint sensor 914, or the fingerprint sensor 914 identifies the user according to the collected fingerprint. Upon recognizing that the user's identity is a trusted identity, processor 901 authorizes the user to perform relevant sensitive operations including unlocking the screen, viewing encrypted information, downloading software, paying, and changing settings, etc. The fingerprint sensor 914 may be disposed on the front, back, or side of the terminal 900. When a physical key or vendor Logo is provided on the terminal 900, the fingerprint sensor 914 may be integrated with the physical key or vendor Logo.

The optical sensor 915 is used to collect ambient light intensity. In one embodiment, the processor 901 may control the display brightness of the display screen 905 based on the ambient light intensity collected by the optical sensor 915. Specifically, when the ambient light intensity is high, the display brightness of the display screen 905 is increased; when the ambient light intensity is low, the display brightness of the display screen 905 is reduced. In another embodiment, the processor 901 can also dynamically adjust the shooting parameters of the camera assembly 906 according to the ambient light intensity collected by the optical sensor 915.

Proximity sensor 916, also known as a distance sensor, is typically disposed on the front panel of terminal 900. The proximity sensor 916 is used to collect the distance between the user and the front face of the terminal 900. In one embodiment, when the proximity sensor 916 detects that the distance between the user and the front face of the terminal 900 gradually decreases, the processor 901 controls the display 905 to switch from the bright screen state to the dark screen state; when the proximity sensor 916 detects that the distance between the user and the front surface of the terminal 900 gradually becomes larger, the display 905 is controlled by the processor 901 to switch from the breath screen state to the bright screen state.

That is, not only is the present application embodiment provide a terminal including a processor and a memory for storing executable instructions of the processor, wherein the processor is configured to execute the steps performed by the first terminal in the multimedia file recommendation method shown in fig. 2, but also the present application embodiment provides a computer readable storage medium, wherein a computer program is stored in the storage medium, and the computer program can realize the steps performed by the first terminal in the multimedia file recommendation method shown in fig. 2 when the computer program is executed by the processor.

The embodiment of the present application further provides a computer program product containing instructions, which when run on a computer, causes the computer to perform the steps performed by the first terminal in the multimedia file recommendation method provided in the embodiment shown in fig. 2.

Fig. 10 is a schematic diagram illustrating a server architecture in accordance with an example embodiment. The functions of the server in the above embodiments can be implemented by the server shown in fig. 10. The server may be a server in a cluster of background servers. Specifically, the method comprises the following steps:

the server 1000 includes a Central Processing Unit (CPU) 1001, a system Memory 1004 including a Random Access Memory (RAM) 1002 and a Read-Only Memory (ROM) 1003, and a system bus 1005 connecting the system Memory 1004 and the Central Processing Unit 1001. The server 1000 also includes a basic Input/Output system (I/O system) 1006, which facilitates the transfer of information between devices within the computer, and a mass storage device 1007, which stores an operating system 1013, application programs 1014, and other program modules 1015.

The basic input/output system 1006 includes a display 1008 for displaying information and an input device 1009, such as a mouse, keyboard, etc., for user input of information. Wherein a display 1008 and an input device 1009 are connected to the central processing unit 1001 via an input-output controller 1010 connected to the system bus 1005. The basic input/output system 1006 may also include an input/output controller 1010 for receiving and processing input from a number of other devices, such as a keyboard, mouse, or electronic stylus. Similarly, the input-output controller 1010 also provides output to a display screen, a printer, or other type of output device.

The mass storage device 1007 is connected to the central processing unit 1001 through a mass storage controller (not shown) connected to the system bus 1005. The mass storage device 1007 and its associated computer-readable media provide non-volatile storage for the server 1000. That is, the mass storage device 1007 may include a computer-readable medium (not shown) such as a hard disk or a CD-ROM (Compact disk Read-Only Memory) drive.

Without loss of generality, computer readable media may comprise computer storage media and communication media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes RAM, ROM, EPROM (Erasable Programmable Read-Only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory), flash Memory or other solid state Memory device, CD-ROM, DVD (Digital Versatile disk), or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices. Of course, those skilled in the art will appreciate that computer storage media is not limited to the foregoing. The system memory 1004 and mass storage device 1007 described above may be collectively referred to as memory.

According to various embodiments of the present application, the server 1000 may also operate as a remote computer connected to a network through a network, such as the Internet. That is, the server 1000 may be connected to the network 1012 through a network interface unit 1011 connected to the system bus 1005, or the network interface unit 1011 may be used to connect to another type of network or a remote computer system (not shown).

The memory further includes one or more programs, and the one or more programs are stored in the memory and configured to be executed by the CPU. The one or more programs include steps for performing the steps executed by the server in the multimedia file recommendation method provided by the embodiment of the application.

The embodiment of the present application also provides a computer-readable storage medium, and when instructions in the storage medium are executed by a processor of a server, the server is enabled to execute the multimedia file recommendation method provided by the above embodiment. For example, the computer readable storage medium may be a ROM, a RAM, a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like. It is noted that the computer-readable storage medium referred to in the embodiments of the present application may be a non-volatile storage medium, in other words, a non-transitory storage medium.

It should be understood that all or part of the steps for implementing the above embodiments may be implemented by software, hardware, firmware or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. The computer instructions may be stored in the computer-readable storage medium described above.

That is, in some embodiments, there is also provided a computer program product containing instructions, which when run on a computer, causes the computer to perform the steps performed by the server in the multimedia file recommendation method provided in the above embodiments.

The above description should not be taken as limiting the embodiments of the present application, and any modifications, equivalents, improvements, etc. made within the spirit and principle of the embodiments of the present application should be included in the scope of the embodiments of the present application.

Claims

1. A multimedia file recommendation method is applied to a first terminal, and comprises the following steps:

2. The method of claim 1, wherein the obtaining of the mind and body state information of the target user comprises:

displaying a plurality of cure blocks;

displaying the first heart rate table and the first media preference table;

3. The method of claim 2, wherein each of the plurality of cure blocks comprises a plurality of multimedia files corresponding to the physical and mental problem and an identifier of a service organization, and the service organization is an organization providing medical services for the physical and mental problem corresponding to the corresponding cure block.

4. The method of claim 3, further comprising:

5. The method of claim 4, further comprising:

6. The method according to any one of claims 1-5, wherein the displaying the first recommendation bill according to the mind and body status information and the media preference information of the target user comprises:

7. The method according to claim 1, wherein the obtaining, from a server, a second recommendation sheet obtained by updating the first recommendation sheet according to the user behavior data of the target user for the first recommendation sheet comprises:

8. The method of claim 1, wherein the obtaining of the mind and body status information and the media preference information of the target user comprises:

displaying professional therapist service options;

9. The method of claim 8, wherein displaying the first recommendation bill according to the mind and body status information and the media preference information of the target user comprises:

and displaying the first recommendation list.

10. The method according to claim 8 or 9, wherein the obtaining, from a server, a second recommendation list obtained by updating the first recommendation list according to the user behavior data of the target user for the first recommendation list comprises:

11. A multimedia file recommendation method is applied to a server, and comprises the following steps:

12. The method of claim 11, wherein the sending a first recommendation bill to the first terminal according to the mind and body state information and the media preference information of the target user comprises:

13. The method of claim 12, wherein the user behavior data includes file identifiers of non-interesting multimedia files marked by the target user in the first recommendation list and file identifiers of multimedia files played for a number of times less than a reference threshold within a preset time period;

and sending the second recommendation list to the first terminal.

14. The method of claim 11, wherein the sending the first recommendation bill to the first terminal according to the mind and body state information and the media preference information of the target user comprises:

15. The method of claim 14, wherein the user behavior data comprises updated mind and body state information fed back by the target user after playing the multimedia file in the first recommendation;

sending the updated body and mind state information to the second terminal;

and sending the second recommendation list to the first terminal.

16. A multimedia file recommendation apparatus, applied to a first terminal, the apparatus comprising:

17. A multimedia file recommendation apparatus, applied to a server, the apparatus comprising:

18. A computer-readable storage medium, wherein a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a computer, the computer program implements the multimedia file recommendation method according to any one of claims 1 to 10 or 11 to 15.