CN115878821A - Method, device, equipment and medium for generating user-specific multimedia resource - Google Patents
Method, device, equipment and medium for generating user-specific multimedia resource Download PDFInfo
- Publication number
- CN115878821A CN115878821A CN202211582290.6A CN202211582290A CN115878821A CN 115878821 A CN115878821 A CN 115878821A CN 202211582290 A CN202211582290 A CN 202211582290A CN 115878821 A CN115878821 A CN 115878821A
- Authority
- CN
- China
- Prior art keywords
- user
- information
- content
- record
- text source
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Landscapes
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention relates to a method, a device, equipment and a medium for generating a user-specific multimedia resource, wherein information acquisition records generated by acquiring information of a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user are acquired; counting the elements in the information acquisition record to obtain a first high-frequency element; counting elements in the interactive record to obtain a second high-frequency element; adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; and inputting the adjusted text source into a pre-established artificial intelligence creative content model to obtain the exclusive multimedia resource of the user. According to the method, the text source is adjusted through the information acquisition record, the interactive information record, the personal information, the feedback information and the like of the user, and the adjusted text source is input into the artificial intelligent created content model, so that the exclusive multimedia resource of the user is obtained.
Description
Technical Field
The invention relates to the technical field of information, in particular to a method, a device, equipment and a medium for generating a user dedicated multimedia resource.
Background
The multimedia resource is a Content asset, and many existing automatic Content recommendations need to depend on the multimedia resource of a User, but the multimedia resource consumed by the existing User is basically a multimedia resource produced by others, such as PGC (Professional Generated Content), OGC (Professional-Generated Content), UGC (User Generated Content), and the like.
However, the prior art cannot generate own exclusive multimedia resources by utilizing the content concerned by the user.
Disclosure of Invention
An object of the present invention is to provide a method, an apparatus, a device and a medium for generating a user-specific multimedia resource, so as to solve the technical problem in the prior art that a user cannot generate his own multimedia resource by using the content that the user pays attention to.
In order to achieve the purpose, the technical scheme adopted by the invention is as follows:
a method of generating a user-specific multimedia resource, the method comprising:
acquiring information acquisition records generated by acquiring information by a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
counting the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; the target adjustment mode comprises one or more of the following combination; recording the first high-frequency element into the text source, increasing the weight of the content in the text source consistent with the second high-frequency element, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
and inputting the adjusted text source into a pre-established artificial intelligence creative content model to obtain the exclusive multimedia resource of the user.
In an embodiment of the present invention, acquiring an information acquisition record generated by a user during web browsing, an interactive information record interacting with the user, and personal information of the user includes:
obtaining access authorization of information acquisition records, access authorization of interactive information records and access authorization of personal information;
obtaining the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
In an embodiment of the present invention, content elements in the information acquisition record are counted to obtain a first high frequency element; counting the content elements in the interaction record to obtain a second high-frequency element, including:
setting a statistical period;
counting the occurrence times of the content elements in the information acquisition record at regular time according to the counting period to obtain a first counting result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
sorting the first content elements according to the occurrence times, and taking one or more first content elements with the largest occurrence times as first high-frequency elements according to the sorting; and sequencing the second content elements according to the occurrence times, and taking one or more second content elements with the highest occurrence times as second high-frequency elements.
In an embodiment of the present invention, when the personal information includes a user gender, a user age, a region to which the user belongs, and a user emotional state, adjusting the content of the text source according to the personal information includes:
adjusting the content of the text source according to the gender, the age, the region and the emotional state of the user, wherein the adjustment mode comprises one or more of the following combinations:
adding contents related to the gender, the age, the region and the emotional state of the user to the text source;
reducing the content of the text source irrelevant to the gender, the age, the region of the user and the emotional state of the user;
increasing the weight of the content related to the user gender, the user age, the user region and the user emotional state in the text source;
and setting the content style of the text source as a style corresponding to the gender of the user, the age of the user, the region to which the user belongs and the emotional state of the user.
In an embodiment of the present invention, after obtaining the user-specific multimedia resource, the method further includes:
sending the exclusive multimedia resource to a user for displaying;
when receiving the feedback of a user, taking the feedback of the user as the feedback information of the next time; the user's feedback is generated based on the dedicated multimedia resource.
The invention also provides a device for generating the user-specific multimedia resource, which comprises:
the acquisition module is used for acquiring information acquisition records generated by information acquisition of a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
the statistical module is used for carrying out statistics on the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
the adjusting module is used for adjusting the pre-established text source in a target adjusting mode to obtain the adjusted text source; the target adjustment mode comprises one or more of the following combination; recording the first high-frequency element into the text source, increasing the weight of the content in the text source consistent with the second high-frequency element, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
and the multimedia resource generation module is used for inputting the adjusted text source into a pre-established artificial intelligence creation content model to obtain the exclusive multimedia resource of the user.
In an embodiment of the present invention, the acquisition module includes:
the authorization acquisition unit is used for acquiring the access authorization of the information acquisition record, the access authorization of the interactive information record and the access authorization of the personal information;
the acquisition unit is used for acquiring the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
In an embodiment of the present invention, the statistical module includes;
a period setting unit for setting a statistical period;
the statistical unit is used for regularly counting the occurrence times of the content elements in the information acquisition record according to the statistical period to obtain a first statistical result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
the screening unit is used for screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
the sorting unit is used for sorting the first content elements according to the occurrence times and taking one or more first content elements with the largest occurrence times as first high-frequency elements according to the sorting; and sequencing the second content elements according to the occurrence times, and taking one or more second content elements with the highest occurrence times as second high-frequency elements.
The present invention also provides an electronic device comprising:
one or more processors;
storage means for storing one or more programs which, when executed by the one or more processors, cause the electronic device to implement a method of generating a user-specific multimedia resource as described above.
The invention also provides a computer-readable storage medium having stored thereon computer-readable instructions which, when executed by a processor of a computer, cause the computer to carry out a method of generating a user-specific multimedia resource as described above.
The invention has the beneficial effects that: according to the method, the device, the equipment and the medium for generating the user-specific multimedia resource, information acquisition records generated by acquiring information of a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user are acquired; counting elements in the information acquisition record to obtain a first high-frequency element; counting the elements in the interactive record to obtain a second high-frequency element; adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; and inputting the adjusted text source into a pre-established artificial intelligence creative content model to obtain the exclusive multimedia resource of the user. According to the method, the text source is adjusted through the information acquisition record, the interactive information record, the personal information, the feedback information and the like of the user, and the adjusted text source is input into the artificial intelligent created content model, so that the exclusive multimedia resource of the user is obtained.
Drawings
Fig. 1 is an application scenario diagram illustrating a method for generating a user-specific multimedia resource according to an exemplary embodiment of the present application;
fig. 2 is a flowchart illustrating a method for generating a user-specific multimedia resource according to an exemplary embodiment of the present application;
fig. 3 is a flow chart illustrating a method for generating a user-specific multimedia resource according to another exemplary embodiment of the present application;
fig. 4 is a block diagram of a device for generating a user-specific multimedia resource according to an exemplary embodiment of the present application;
FIG. 5 illustrates a schematic structural diagram of a computer system suitable for use in implementing the electronic device of an embodiment of the present application.
Detailed Description
Other advantages and effects of the present application will become apparent to those skilled in the art from the disclosure herein, wherein the embodiments of the present application will be described in detail with reference to the accompanying drawings and preferred embodiments. The present application is capable of other and different embodiments and its several details are capable of modifications and/or changes in various respects, all without departing from the spirit of the present application. It should be understood that the preferred embodiments are for purposes of illustration only and are not intended to limit the scope of the present disclosure.
It should be noted that the drawings provided in the following embodiments are only for illustrating the basic idea of the present application, and the drawings only show the components related to the present application and are not drawn according to the number, shape and size of the components in actual implementation, the type, quantity and proportion of each component in actual implementation may be changed freely, and the layout of the components may be more complicated.
Fig. 1 is an application scenario diagram of a method for generating a user-specific multimedia resource according to an exemplary embodiment of the present application, as shown in fig. 1, a user needs to complete registration by uploading personal information to a server before acquiring information (video, text, audio, etc.); when a user acquires information, the user needs to request the server through the terminal, and the server responds to the request of the user and returns information related to the request to the terminal. In the process, the server records the information acquisition record of the user, if the user interacts with the information (such as praise, collection, forwarding and the like) when acquiring the information, the server simultaneously records the interaction information record of the user.
The exclusive text source of the user can be generated through the personal information, the information acquisition record and the interactive information record of the user, and then the exclusive multimedia resource of the user can be generated by inputting the text source into an AIGC (artificial intelligence content creation) model, and the server pushes the exclusive multimedia resource of the user to the user. And the user feeds back according to the pushed content, continuously adjusts the text source according to the feedback and subsequent personal information, information acquisition records and interactive information records, and continuously optimizes the output result of the AIGC model. Finally, the exclusive multimedia resource which accords with the user preference is obtained.
The terminal 110 shown in fig. 1 is a vehicle, a mobile phone, a tablet, a wearable device, or any other device that supports connection to the internet and collects data, and the server 120 may be an independent physical server, a server cluster or a distributed system formed by multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud service, a cloud database, cloud computing, a cloud function, cloud storage, network service, cloud communication, middleware service, domain name service, security service, CDN (Content Delivery Network), and a big data and artificial intelligence platform, which are not limited herein. The terminal 110 may communicate with the server 120 through a wireless network such as 3G (third generation mobile information technology), 4G (fourth generation mobile information technology), 5G (fifth generation mobile information technology), etc., which is not limited herein.
As shown in fig. 2, in an exemplary embodiment, a method for generating a user-specific multimedia resource at least includes steps S210 to S240, which are described in detail as follows:
s210, acquiring an information acquisition record generated by acquiring information by a user, an interaction information record generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time, and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
s220, counting the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
s230, adjusting the pre-established text source in a target adjusting mode to obtain an adjusted text source; the target adjustment mode comprises one or more of the following combination; recording the first high-frequency element into the text source, increasing the weight of the content in the text source consistent with the second high-frequency element, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
s240, inputting the adjusted text source into a pre-established artificial intelligent created content model to obtain the exclusive multimedia resource of the user.
The artificial intelligence creation content model can adopt an open-source AIGC model, and can also be obtained by acquiring a large amount of multimedia data by self to train an artificial neural network.
In this embodiment, the first high-frequency element and the second high-frequency element obtained by statistics may reflect the content preference of the user, and serve as the basis of the user-specific media asset; while the user's personal and feedback information may also serve as the basis for the user-specific media assets. The text source is pre-established, and can be established by utilizing personal information, information acquisition records and interactive information records when a user-specific multimedia resource is generated for the first time, and then continuously adjusting the text source according to the feedback information, the continuously updated information acquisition records and the continuously updated interactive information records in the use process of a subsequent user.
In an embodiment of the present invention, the process of acquiring the information acquisition record generated by the user during the web browsing, the interactive information record interacting with the user, and the personal information of the user may include steps S310 to S320, which are described in detail as follows:
s310, obtaining access authorization of the information acquisition record, access authorization of the interactive information record and access authorization of the personal information;
s320, obtaining the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
In this embodiment, before acquiring the personal information, the information log acquisition record, and the interactive information record of the user, it is further required to ensure that the authorization of the user is obtained, so as to protect the privacy of the user. When the user authorization is not obtained, the personal information, the information acquisition record and the interactive information record of the user cannot be obtained.
In an embodiment of the present invention, content elements in the information acquisition record are counted to obtain a first high frequency element; the process of performing statistics on the content elements in the interaction record to obtain the second high frequency element may include steps S410 to S440, which are described in detail as follows:
s410, setting a statistical period;
s420, counting the occurrence times of the content elements in the information acquisition record according to the counting period to obtain a first counting result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
s430, screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
s440, sequencing the first content elements according to the occurrence times, and taking one or more first content elements with the largest occurrence times as first high-frequency elements according to the sequencing; and sorting the second content elements according to the occurrence times, and taking one or more second content elements with the most occurrence times as second high-frequency elements.
In this embodiment, as the user continuously acquires information, the information record acquisition record and the interaction information record of the user are continuously updated, so that the information record acquisition record and the interaction information record need to be counted at regular time to update the first high-frequency element and the second high-frequency element. The first high frequency element and the second high frequency element described in step S430 are high frequency elements at the current time.
In an embodiment of the present invention, when the personal information includes a user gender, a user age, a region to which the user belongs, and a user emotional state, a process of adjusting the content of the text source according to the personal information may include step S510, which is described in detail as follows:
s510, adjusting the content of the text source according to the user gender, the user age, the region of the user and the user emotional state, wherein the adjusting mode comprises one or more of the following combinations:
(1) Adding contents related to the gender, the age, the region and the emotional state of the user to the text source;
(2) Reducing the content of the text source irrelevant to the gender, the age, the region of the user and the emotional state of the user;
(3) Increasing the weight of the content related to the user gender, the user age, the user region and the user emotional state in the text source;
(4) And setting the content style of the text source as a style corresponding to the gender of the user, the age of the user, the region of the user and the emotional state of the user.
In this embodiment, the adjustment mode mainly includes substantial content adjustment and content style adjustment, for example, a region is a certain region, and it can be specified that a voice is output in the dialect of the region, so as to increase the special product elements of the region; the age is underage, and the weight of the animation and game related elements can be increased; in love, the picture filter can be set as a warm filter, or the picture style can be set as a high-tone photography style, and the like.
In an embodiment of the present invention, the process after obtaining the user-specific multimedia resource may further include steps S610 to S620, which are described in detail as follows:
s610, sending the exclusive multimedia resource to a user for displaying;
s620, when the feedback of the user is received, the feedback of the user is used as the feedback information of the next time; the user's feedback is generated based on the dedicated multimedia resource.
In this embodiment, the feedback of the current time may be used as the feedback information of the period of the next dedicated multimedia resource generation.
As shown in fig. 3, in another embodiment of the present application, a method for generating a user-specific multimedia resource may include the steps of:
(1) Determining whether the user is authorized to access the information acquisition record;
(2) When the authorization of accessing the information acquisition record is obtained, the information acquisition record of the user is obtained, and the information acquisition record of the user is counted to obtain a first high-frequency element;
(3) Recording the first high frequency element into a text source;
(4) When the authorization of the access information acquisition record is not obtained or the first high-frequency element is recorded into the text source; determining whether the user is authorized to access the interactive information record;
(5) When the authorization of accessing the interactive information record is obtained, the interactive information record of the user is counted to obtain a second high-frequency element, and the weight of the content in the text source, which is the same as the second high-frequency element, is increased;
(6) When the authorization of accessing the interactive information record is not obtained or the weight of the content in the text source, which is the same as the second high-frequency element, is increased, whether the authority of accessing the personal information of the user is obtained is determined;
(7) When the authority of accessing personal information of a user is acquired, adjusting content elements and styles of a text source according to gender, age, region, emotional state and other information in the user information;
(8) When the authority of accessing personal information of a user is not obtained or the adjustment of content elements and styles of a text source is finished, determining whether feedback information of the user exists or not;
(9) When the feedback information exists, the text content and the style are adjusted by using the feedback information to obtain an adjusted text source; when no feedback information exists, directly taking the text source obtained in the step (7) as the adjusted text source;
(10) Inputting the adjusted text source into an AIGC tool, and generating a corresponding user exclusive multimedia resource by the AIGC tool;
(11) The multimedia resource exclusive to the user is displayed to the user, for example, the video can be displayed in the information flow of the short video, the music can be displayed in the special recommendation of the music APP, the text can be displayed in the book shelf for reading the novel, and the like.
(12) And finally, whether the user feeds back is determined, and when the user feeds back, the user feeds back to be used as feedback information of the next period to adjust the text source of the next period.
The invention relates to a method for generating a user-specific multimedia resource, which comprises the steps of obtaining an information obtaining record generated by obtaining information of a user, an interactive information record generated by the interaction between the user and the obtained information, feedback information fed back by the user at the current time and personal information of the user; counting elements in the information acquisition record to obtain a first high-frequency element; counting elements in the interactive record to obtain a second high-frequency element; adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; and inputting the adjusted text source into a pre-established artificial intelligent created content model to obtain the exclusive multimedia resource of the user. According to the method, the text source is adjusted through the information acquisition record, the interactive information record, the personal information, the feedback information and the like of the user, and the adjusted text source is input into the artificial intelligent created content model, so that the exclusive multimedia resource of the user is obtained.
As shown in fig. 4, the present invention further provides a device for generating a user-specific multimedia resource, where the device includes:
the acquisition module is used for acquiring information acquisition records generated by information acquisition of a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
the statistical module is used for carrying out statistics on the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
the adjusting module is used for adjusting the pre-established text source in a target adjusting mode to obtain the adjusted text source; the target adjustment mode comprises one or more of the following combinations; recording the first high-frequency element into the text source, increasing the weight of the content in the text source consistent with the second high-frequency element, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
and the multimedia resource generation module is used for inputting the adjusted text source into a pre-established artificial intelligence creation content model to obtain the exclusive multimedia resource of the user.
In an embodiment of the present invention, the acquisition module includes:
the authorization acquisition unit is used for acquiring the access authorization of the information acquisition record, the access authorization of the interactive information record and the access authorization of the personal information;
the acquisition unit is used for acquiring the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
In an embodiment of the present invention, the statistical module includes;
a period setting unit for setting a statistical period;
the statistical unit is used for regularly counting the occurrence times of the content elements in the information acquisition record according to the statistical period to obtain a first statistical result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
the screening unit is used for screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
the sorting unit is used for sorting the first content elements according to the occurrence times and taking one or more first content elements with the largest occurrence times as first high-frequency elements according to the sorting; and sequencing the second content elements according to the occurrence times, and taking one or more second content elements with the highest occurrence times as second high-frequency elements.
The device for generating the user-specific multimedia resource comprises an information acquisition record generated by acquiring information acquired by a user, an interactive information record generated by the interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; counting the elements in the information acquisition record to obtain a first high-frequency element; counting the elements in the interactive record to obtain a second high-frequency element; adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; and inputting the adjusted text source into a pre-established artificial intelligence creative content model to obtain the exclusive multimedia resource of the user. According to the method, the text source is adjusted through the information acquisition record, the interactive information record, the personal information, the feedback information and the like of the user, and the adjusted text source is input into the artificial intelligent created content model, so that the exclusive multimedia resource of the user is obtained.
It should be noted that the apparatus for generating a ue-specific multimedia resource provided in the foregoing embodiment and the method for generating a ue-specific multimedia resource provided in the foregoing embodiment belong to the same concept, and specific manners of performing operations by each module and unit have been described in detail in the method embodiment, and are not described herein again. In practical applications, the function allocation may be completed by different function modules according to needs, that is, the internal structure of the device is divided into different function modules to complete all or part of the functions described above, which is not limited herein.
An embodiment of the present application further provides an electronic device, including: one or more processors; the storage device is configured to store one or more programs, and when the one or more programs are executed by the one or more processors, the electronic device is enabled to implement the method for generating the user-specific multimedia resource provided in the foregoing embodiments.
FIG. 5 illustrates a schematic structural diagram of a computer system suitable for use in implementing the electronic device of an embodiment of the present application. It should be noted that the computer system 500 of the electronic device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 5, the computer system 500 includes a Central Processing Unit (CPU) 501, which can perform various appropriate actions and processes, such as executing the methods in the above-described embodiments, according to a program stored in a Read-Only Memory (ROM) 502 or a program loaded from a storage section 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for system operation are also stored. The CPU 501, ROM 502, and RAM 503 are connected to each other via a bus 504. An Input/Output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input portion 506 including a keyboard, a mouse, and the like; an output section 507 including a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, a speaker, and the like; a storage portion 508 including a hard disk and the like; and a communication section 509 including a Network interface card such as a LAN (Local Area Network) card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The driver 510 is also connected to the I/O interface 505 as necessary. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as necessary, so that a computer program read out therefrom is mounted into the storage section 508 as necessary.
In particular, according to embodiments of the application, the processes described above with reference to the flow diagrams may be implemented as computer software programs. For example, embodiments of the present application include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising a computer program for performing the method illustrated by the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 509, and/or installed from the removable medium 511. The computer program executes various functions defined in the system of the present application when executed by a Central Processing Unit (CPU) 501.
It should be noted that the computer readable media shown in the embodiments of the present application may be computer readable signal media or computer readable storage media or any combination of the two. The computer readable storage medium may be, for example, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a Read-Only Memory (ROM), an Erasable Programmable Read-Only Memory (EPROM), a flash Memory, an optical fiber, a portable Compact Disc Read-Only Memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present application, a computer-readable signal medium may comprise a propagated data signal with a computer-readable computer program embodied therein, either in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. The computer program embodied on the computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wired, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. Each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in the embodiments of the present application may be implemented by software, or may be implemented by hardware, and the described units may also be disposed in a processor. Wherein the names of the elements do not in some way constitute a limitation on the elements themselves.
Another aspect of the present application also provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor of a computer, causes the computer to execute a method of generating a user-specific multimedia resource as before. The computer-readable storage medium may be included in the electronic device described in the above embodiment, or may exist alone without being assembled into the electronic device.
Another aspect of the application also provides a computer program product or computer program comprising computer instructions stored in a computer readable storage medium. The processor of the computer device reads the computer instructions from the computer readable storage medium, and executes the computer instructions, so that the computer device executes the method for generating the user-specific multimedia resource provided in the above embodiments.
The above embodiments are merely preferred embodiments for fully illustrating the present application, and the scope of the present application is not limited thereto. The technical field of the present application makes the equivalent substitution or change on the basis of the present application and is within the protection scope of the present application.
Claims (10)
1. A method of generating a user-specific multimedia resource, the method comprising:
acquiring an information acquisition record generated by acquiring information by a user, an interactive information record generated by the interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
counting the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
adjusting a pre-established text source in a target adjusting mode to obtain an adjusted text source; the target adjustment mode comprises one or more of the following combinations; recording the first high-frequency elements into the text source, increasing the weight of the content in the text source, which is consistent with the second high-frequency elements, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
and inputting the adjusted text source into a pre-established artificial intelligence creative content model to obtain the exclusive multimedia resource of the user.
2. The method for generating user-specific multimedia resource according to claim 1, wherein the step of obtaining the information obtaining record generated by the user during the web browsing, the interactive information record interacting with the user, and the personal information of the user comprises:
obtaining access authorization of information acquisition records, access authorization of interactive information records and access authorization of personal information;
obtaining the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
3. Method for generating a user-specific multimedia resource according to claim 1, characterized in that: counting the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element, including:
setting a statistical period;
counting the occurrence times of the content elements in the information acquisition record at regular time according to the counting period to obtain a first counting result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
sorting the first content elements according to the occurrence times, and taking one or more first content elements with the largest occurrence times as first high-frequency elements according to the sorting; and sorting the second content elements according to the occurrence times, and taking one or more second content elements with the most occurrence times as second high-frequency elements.
4. The method according to claim 1, wherein when the personal information includes a user's gender, a user's age, a user's region, and a user's emotional state, adjusting the content of the text source according to the personal information comprises:
adjusting the content of the text source according to the gender, the age, the region and the emotional state of the user, wherein the adjustment mode comprises one or more of the following combinations:
adding contents related to the gender, the age, the region and the emotional state of the user to the text source;
reducing the content of the text source irrelevant to the gender, the age, the region of the user and the emotional state of the user;
increasing the weight of the content related to the user gender, the user age, the user region and the user emotional state in the text source;
and setting the content style of the text source as a style corresponding to the gender of the user, the age of the user, the region to which the user belongs and the emotional state of the user.
5. Method for generating a user-specific multimedia resource according to claim 1, characterized in that: after obtaining the user-specific multimedia resource, the method further comprises:
sending the exclusive multimedia resource to a user for displaying;
when receiving the feedback of a user, taking the feedback of the user as the feedback information of the next time; the user's feedback is generated based on the dedicated multimedia resource.
6. An apparatus for generating a user-specific multimedia resource, the apparatus comprising:
the acquisition module is used for acquiring information acquisition records generated by information acquisition of a user, interactive information records generated by interaction between the user and the acquired information, feedback information fed back by the user at the current time and personal information of the user; the information acquisition record and the interaction information record comprise one or more content elements;
the statistical module is used for carrying out statistics on the content elements in the information acquisition record to obtain a first high-frequency element; counting the content elements in the interaction record to obtain a second high-frequency element;
the adjusting module is used for adjusting the pre-established text source in a target adjusting mode to obtain the adjusted text source; the target adjustment mode comprises one or more of the following combinations; recording the first high-frequency element into the text source, increasing the weight of the content in the text source consistent with the second high-frequency element, adjusting the content of the text source according to the personal information, and adjusting the content of the text source according to the feedback information;
and the multimedia resource generation module is used for inputting the adjusted text source into a pre-established artificial intelligent created content model to obtain the exclusive multimedia resource of the user.
7. The generation device of a user-specific multimedia resource according to claim 6, characterized in that said acquisition module comprises:
the authorization acquisition unit is used for acquiring the access authorization of the information acquisition record, the access authorization of the interactive information record and the access authorization of the personal information;
the acquisition unit is used for acquiring the information acquisition record of the user based on the access authorization of the information acquisition record; obtaining an interactive information record based on the access authorization of the interactive information record; and acquiring the personal information of the user based on the access authorization of the personal information.
8. The apparatus for generating a user-specific multimedia resource according to claim 6, wherein the statistical module comprises;
a period setting unit for setting a statistical period;
the statistical unit is used for counting the occurrence times of the content elements in the information acquisition records according to the statistical period in a timing mode to obtain a first statistical result; counting the occurrence times of the content elements in the interaction record at regular time according to the counting period to obtain a second counting result;
the screening unit is used for screening the first statistical result according to a preset first threshold value to obtain a first content element; screening the second statistical result according to a preset second threshold value to obtain a second content element; the number of occurrences of the first content element is greater than the first threshold, and the number of occurrences of the second content element is greater than the second threshold;
a sorting unit configured to sort the first content elements according to the number of occurrences, and take one or more first content elements having the largest number of occurrences as first high-frequency elements according to the sorting; and sequencing the second content elements according to the occurrence times, and taking one or more second content elements with the highest occurrence times as second high-frequency elements.
9. An electronic device, comprising:
one or more processors;
storage means for storing one or more programs which, when executed by the one or more processors, cause the electronic device to carry out a method of generating a user-specific multimedia resource as claimed in any one of claims 1 to 5.
10. A computer-readable storage medium, having stored thereon computer-readable instructions, which, when executed by a processor of a computer, cause the computer to perform the method of generating a user-specific multimedia resource of any one of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211582290.6A CN115878821A (en) | 2022-12-09 | 2022-12-09 | Method, device, equipment and medium for generating user-specific multimedia resource |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211582290.6A CN115878821A (en) | 2022-12-09 | 2022-12-09 | Method, device, equipment and medium for generating user-specific multimedia resource |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN115878821A true CN115878821A (en) | 2023-03-31 |
Family
ID=85766903
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211582290.6A Pending CN115878821A (en) | 2022-12-09 | 2022-12-09 | Method, device, equipment and medium for generating user-specific multimedia resource |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115878821A (en) |
-
2022
- 2022-12-09 CN CN202211582290.6A patent/CN115878821A/en active Pending
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110225373B (en) | Video auditing method and device and electronic equipment | |
| CN111432226B (en) | Live broadcast recommendation method and device, server, terminal and storage medium | |
| CN104937582A (en) | Data synchronization | |
| CN108540508B (en) | Method, device and equipment for pushing information | |
| US11782821B2 (en) | Page simulation system | |
| CN109492152B (en) | Method, device, computer equipment and storage medium for pushing custom content | |
| CN113779416B (en) | Information recommendation method and device, electronic equipment and computer-readable storage medium | |
| US20210185386A1 (en) | Video playing method and apparatus, electronic device, and storage medium | |
| CN109726390B (en) | Document processing method, device, electronic equipment and storage medium | |
| CN113609374A (en) | Data processing method, device and equipment based on content push and storage medium | |
| CN114461920A (en) | Data processing method, device, medium and equipment for list information recommendation | |
| US11437038B2 (en) | Recognition and restructuring of previously presented materials | |
| CN111930927B (en) | Evaluation information display method and device, electronic equipment and readable storage medium | |
| CN111294662B (en) | Barrage generation method, device, equipment and storage medium | |
| CN110708361B (en) | System, method and device for determining grade of digital content publishing user and server | |
| CN112749327A (en) | Content pushing method and device | |
| CN115878821A (en) | Method, device, equipment and medium for generating user-specific multimedia resource | |
| CN114676272A (en) | Information processing method, device and equipment of multimedia resource and storage medium | |
| CN113010795A (en) | User dynamic portrait generation method, system, storage medium and electronic device | |
| US10756948B1 (en) | Horizontal scaling of time series data | |
| CN113961272B (en) | Personalized page display method and system | |
| US11647062B2 (en) | System and method for socially connecting people using musical tastes and audio livestreams | |
| CN116962892A (en) | Exposure filtering method, device, equipment and storage medium | |
| CN117370558A (en) | Data integration method, device, equipment and storage medium thereof | |
| CN115454292A (en) | Page data processing method and device, computer readable medium and electronic equipment |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |