CN114282020A - Information display method, device, system, electronic equipment and storage medium - Google Patents
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Abstract
The disclosure provides an information display method, an information display device, an information display system, electronic equipment and a storage medium, and relates to the field of big data processing and the like. The specific implementation scheme is as follows: displaying relevant information of a plurality of function modules based on a plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications; in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules. The method and the device can ensure the recommendation accuracy of the functional module, can quickly display the view content of the target functional module, and improve the overall processing efficiency.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a method, an apparatus, a system, an electronic device, and a storage medium for displaying information.
Background
With the development of computer technology, more new applications are developed in various industries. However, how to enable the user to more comprehensively view the functional modules meeting the requirements from a large number of functional modules in a large number of applications becomes a problem to be solved.
Disclosure of Invention
The disclosure provides an information display method, an information display device, an information display system, electronic equipment and a storage medium.
According to a first aspect of the present disclosure, there is provided an information display method, including:
displaying relevant information of a plurality of function modules based on a plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
According to a second aspect of the present disclosure, there is provided an information presentation apparatus comprising:
the first control module is used for displaying relevant information of the plurality of functional modules based on the plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
the second control module is used for responding to the operation of the relevant information aiming at the target function module and displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
According to a third aspect of the present disclosure, there is provided an information presentation system comprising:
the information display device is used for displaying relevant information of the plurality of functional modules based on the plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications; in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
According to a fourth aspect of the present disclosure, there is provided an electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor, the instructions being executable by the at least one processor to enable the at least one processor to perform the information presentation method of the first aspect.
According to a fifth aspect of the present disclosure, there is provided a non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the aforementioned method.
According to a sixth aspect of the present disclosure, there is provided a computer program product comprising a computer program which, when executed by a processor, implements the aforementioned method.
It should be understood that the statements in this section do not necessarily identify key or critical features of the embodiments of the present disclosure, nor do they limit the scope of the present disclosure. Other features of the present disclosure will become apparent from the following description.
According to the scheme provided by the embodiment, because the link information of the plurality of functional modules is determined based on the behavior information, the recommendation accuracy of the plurality of functional modules can be ensured; and because the view content of any target function module in the plurality of function modules can be directly displayed, the effect of displaying the view content of the target function module more quickly can be realized, and the overall processing efficiency is further improved.
Drawings
The drawings are included to provide a better understanding of the present solution and are not to be construed as limiting the present disclosure. Wherein:
FIG. 1 is a schematic flow chart diagram of an information presentation method according to an embodiment of the present disclosure;
FIG. 2 is a schematic view of a scene in a first display area and a second display area according to an embodiment of the present disclosure;
FIG. 3 is a schematic view of a scenario showing next-level page view content within a second display area in response to a click operation on a target position of the view content in the second display area according to an embodiment of the present disclosure;
FIG. 4 is a schematic diagram of a selection interface for candidate identity feature tags and candidate module type tags, according to an embodiment of the present disclosure;
FIG. 5 is a schematic diagram of an exemplary information display device according to another embodiment of the present disclosure;
FIG. 6 is a schematic diagram of another component structure of an information display device according to another embodiment of the present disclosure;
FIG. 7 is a schematic diagram of an exemplary information presentation system according to another embodiment of the present disclosure;
FIG. 8 is a schematic diagram of another component structure of an information display device according to another embodiment of the present disclosure;
fig. 9 is a block diagram of an electronic device for implementing the information presentation method of the embodiment of the present disclosure.
Detailed Description
Exemplary embodiments of the present disclosure are described below with reference to the accompanying drawings, in which various details of the embodiments of the disclosure are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
An embodiment of a first aspect of the present disclosure provides an information displaying method, as shown in fig. 1, including:
s101: displaying relevant information of a plurality of function modules based on a plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
s102: in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
The scheme provided by the embodiment can be applied to electronic equipment, particularly terminal equipment, such as a personal computer, a tablet computer, a mobile phone and the like.
The plurality of link information is determined based on at least one behavior information. Specifically, the plurality of link information may be determined by the electronic device based on the at least one behavior information; alternatively, the plurality of link information may be determined by the server based on the at least one behavior information and transmitted to the electronic device.
The plurality of link information may include a plurality of URLs (Uniform Resource locators). In addition, each of the plurality of link information may include a URL and related information of its corresponding function module. The information related to the functional module may include at least one of: the name of the functional module, the identity of the functional module, etc.
Different link information in the plurality of link information corresponds to different functional modules, and it is further required to indicate that different functional modules in the plurality of functional modules are subordinate to different applications or that the different functional modules are from different applications. For example, the plurality of link information includes 3 link information, which are link information 1, link information 2 and link information 3, respectively, where the link information 1 corresponds to the function module a1 in the application a, the link information 2 corresponds to the function module B1 in the application B, and the link information 3 corresponds to the function module C1 in the application C.
In addition, the plurality of link information may correspond to a plurality of function modules of the same type, for example, the same type may be any one of a finance type, an entertainment type, a sports type, and the like, which is not exhaustive here.
For example, the plurality of link information includes 3 link information, which are link information 1, link information 2 and link information 3, respectively, where the link information 1 corresponds to the function module a1 in the application a, the link information 2 corresponds to the function module B1 in the application B, and the link information 3 corresponds to the function module C1 in the application C; the function module a1, the function module b1 and the function module c1 are all financial function modules.
The at least one behavior information may specifically be at least one behavior information acquired by the electronic device. It should be understood that each collected behavior information may be saved in the memory of the electronic device by the electronic device, or the electronic device may send each collected behavior information to the server in real time.
As already described above, the link information may include, in addition to the URL, information related to the function module corresponding to the URL; accordingly, the display of the related information of the plurality of function modules may be controlled based on the related information of the plurality of function modules included in the plurality of link information.
The related information of the plurality of functional modules may specifically refer to names of the functional modules, identifications of the functional modules, and the like. In addition, the information related to the functional module may further include information related to an application in which the functional module is located, such as a name and/or an identifier of the application in which the functional module is located. That is, the information showing the plurality of function modules may specifically be: displaying the name of each functional module in the plurality of functional modules; in addition, the name of the application where each functional module is located can be displayed.
The operation on the relevant information of the target function module may specifically refer to a click operation on the relevant information of the target function module, for example, if the electronic device is a personal computer, the click operation may refer to an operation of detecting a mouse click on the relevant information of the target function module; if the electronic device is a mobile phone, the click operation may refer to an operation of detecting a touch click on the relevant information of the target function module.
Therefore, by adopting the scheme, when the plurality of pieces of link information determined based on at least one piece of behavior information are acquired, the display of the relevant information of the plurality of function modules is controlled based on the plurality of pieces of link information, and the view content of the target function module is displayed in response to the operation of the relevant information of the target function module. In this way, since the link information of the plurality of functional modules is determined based on the behavior information, the recommendation accuracy of the plurality of functional modules can be ensured; and because the view content of any target function module in the plurality of function modules can be directly displayed, the effect of displaying the view content of the target function module more quickly can be realized, and the overall processing efficiency is further improved.
In one embodiment, the method may further include: registering the plurality of functional modules based on the plurality of link information to obtain a routing list; the routing list includes routing information of each of the plurality of functional modules, and the routing information of each functional module is used for acquiring view content corresponding to the functional module.
The plurality of link information may include: the system comprises a plurality of URLs and relevant information of a functional module corresponding to each URL in the plurality of URLs. The related information of the functional module may refer to a name of the functional module and/or an identifier of the functional module.
For example, it is assumed that the plurality of link information includes: 4 URLs and names of function modules corresponding to the 4 URLs respectively. Wherein, the 4 URLs are respectively represented as URL1, URL2, URL3 and URL4, where the name of the function module corresponding to URL1 is module 1, the name of the function module corresponding to URL2 is module 2, the name of the function module corresponding to URL3 is module 3, and the name of the function module corresponding to URL4 is module 4, then the data structure of the acquired link information may be represented as:
[
{ name (name): 'Module 1', entry: 'URL 1' } the URL,
{ name: 'Module 2', entry: 'URL 2' } the URL,
{ name: 'Module 3', entry: 'URL 3' } the URL,
{ name: 'Module 4', entry: 'URL 4' }
]。
The registering the plurality of function modules based on the plurality of link information to obtain a routing list may specifically be: registering each function module based on the relevant information and URL of each function module contained in the plurality of link information to obtain the routing information of each function module; and generating the routing list based on the routing information of each functional module.
Wherein, the registration can be realized by adopting a register micro apps. For example, the plurality of link information includes: 4 URLs and names of function modules corresponding to the 4 URLs respectively. Wherein, the 4 URLs are respectively represented as URL1, URL2, URL3 and URL4, and the name of the function module corresponding to URL1 is module 1, the name of the function module corresponding to URL2 is module 2, the name of the function module corresponding to URL3 is module 3, and the name of the function module corresponding to URL4 is module 4, then the function modules are registered based on the relevant information and URLs of the function modules respectively contained in the link information to obtain the routing list containing the routing information respectively corresponding to the function modules, and the following codes can be adopted to implement:
therefore, by adopting the above scheme, the plurality of functional modules can be registered based on the plurality of link information, so that the routing information of each functional module in the plurality of functional modules can be obtained to further form the routing list; therefore, a route can be provided for obtaining the view information of the target functional module in the plurality of functional modules, and the accuracy and the response timeliness of subsequent operation are further ensured.
In one embodiment, the presenting information related to a plurality of function modules based on a plurality of link information includes: and displaying the related information of the plurality of functional modules in a first display area based on the plurality of link information.
Specifically, the displaying the relevant information of the plurality of function modules in the first display area based on the plurality of link information may refer to: displaying names of a plurality of function modules included in the plurality of link information in the first display area based on the names of the plurality of function modules.
As already described above, the routing information corresponding to each of the plurality of functional modules may be obtained by registering based on the plurality of link information; further, the method can also comprise the following steps: and associating the position of the relevant information of each functional module in the plurality of functional modules with the corresponding routing information. That is, the location of the name of each functional module may be associated with the corresponding routing information.
The operation of responding to the relevant information of the target function module and showing the view content of the target function module comprises the following steps:
in response to the operation of the relevant information of the target function module in the first display area, acquiring view content of the target function module from a first server based on the routing information of the target function module; the first server is a server associated with a target application where the target function module is located; and displaying the view content of the target function module in a second display area.
The operation on the relevant information of the target function module in the first display area may specifically be: and clicking operation at the position of the relevant information of the target function module in the first display area. The click operation may refer to a mouse click operation or a touch click operation.
That is to say, it may be determined whether a click operation is detected at a position where the related information of the plurality of function modules is located, and in response to detecting a click operation at a position where the related information of a target function module of the plurality of function modules is located, view content of the target function module is acquired from the first server based on the routing information of the target function module.
Here, since different functional modules in the plurality of functional modules are from different applications, the first servers corresponding to different functional modules may also be different. For example, there are 4 functional modules, which are respectively a module 1, a module 2, a module 3, and a module 4, and if a mouse click operation is detected at a position where the name of the module 1 is located, it is determined that the module 1 is the target functional module, and view information of the module 1 is acquired from the server 1 associated with the application 1 where the module 1 is located based on the routing information of the module 1; if mouse click operation is detected at the position of the name of the module 2, determining that the module 2 is the target function module, and acquiring view information of the module 1 from the server 2 associated with the application 2 where the module 2 is located based on the routing information of the module 2.
The view information of the target function module may specifically refer to all view contents in a home page of the target function module.
It should be noted that the present embodiment may include two display areas, which are a first display area and a second display area respectively; the first display area and the second display area may be displayed in the display area at the same time and at different positions, such as schematically shown in fig. 2, the first display area 201 is on the left side of the display area, and the second display area 202 is on the right side of the display area.
It is further noted that, if the relevant information of the plurality of function modules is displayed in the first display area based on the plurality of link information and no operation on the relevant information of the target function module in the first display area is detected, the view content of the default module may be displayed in the second display area; wherein the default module may be any one of the plurality of functional modules.
Illustratively, referring also to fig. 2, there are 4 functional modules, such as module 1, module 2, module 3 and module 4 shown in the first display area 201 of fig. 2, respectively, wherein the module 1 may be determined as a default module, that is, the view information of the module 1 is displayed in the second display area 202.
It should be noted that the first display area and the second display area may be displayed in a display area of a currently opened target application, and in the scheme provided in this embodiment, the currently opened target application and a plurality of applications to which the plurality of function modules belong are respectively different applications, so the processing provided in this embodiment may further include: and performing login authentication on the plurality of applications to which the plurality of functional modules belong by adopting a unified login authentication mode so as to ensure that the processing of combining different functional modules of different applications to be displayed in the same system can be realized without obstacles. The unified login authentication may be a Single Sign-On (SSO) authentication.
It can be seen that, by adopting the above-mentioned scheme, in response to the operation of the relevant information for the target function module in the first display area, the view content of the target function module can be obtained from the first server based on the routing information of the target function module and displayed in the second display area. Because the target function module is any one of the plurality of function modules, the display of the corresponding view information in the second display area can be controlled according to the currently selected target function module, so that the problem of reduced operation efficiency caused by the fact that a user needs to open other applications or other webpages to see the specific content of the self-required function module is solved.
In one embodiment, the method further comprises: in response to an operation of a target position of the view content of the target function module in the second display area, acquiring a next-level page view content corresponding to the target position of the view content from the first server based on the routing information of the target function module and the target position; and displaying the next level page view content in the second display area.
The obtaining, from the first server, the sub-view content corresponding to the target position of the view content based on the routing information of the target function module and the target position in response to the operation on the target position of the view content of the target function module in the second display area may specifically include:
judging whether an operation aiming at any position of the view content of the target function module in the second display area is detected;
if so, determining that an operation of detecting a target position of the view content of the target function module in the second display area is detected;
and acquiring the new view content corresponding to the target position of the view content from the first server based on the routing information of the target function module and the relative coordinate information of the target position.
The target position may particularly refer to relative coordinate information of the target position in the view content, such as may be denoted as (x, y).
It should be understood that, since the target position may be any position in the view content, the target position may not have link information of a corresponding next level page; accordingly, the feedback information obtained from the first server may be no response information, and thus the display content does not need to be updated in the second display area, that is, the view content of the target function module continues to be displayed.
Further, the displaying the next level page view content in the second display area may include: and replacing the view content of the target function module with the next-level page view content, and displaying the next-level page view content in the second display area.
After the above processing is completed, an operation may be performed on any position of the content of the next-level page view, for example, the method may further include: in response to an operation on a sub-target position of the next-level page view content in the second display area, acquiring new next-level page view content corresponding to the sub-target position of the next-level page view content from the first server based on the routing information of the target function module and the sub-target position; and displaying the new next level page view content in the second display area. It should be understood that this is merely an exemplary illustration, and the actual processing may also include presentation of more next-level page view contents, but the processing of the obtaining operation for any level of page view contents is the same, and therefore this is not exhaustive here.
Taking fig. 3 as an example, the schematic diagram at the top of fig. 3 shows: the view content 302 of the module 1 (i.e. the module indicated by 301 in fig. 3) is displayed in the second display area, and in response to a mouse click operation at the target position of the view content 302, the next-level page view content corresponding to the pie chart at the target position of the mouse can be displayed in the second display area, such as the next-level page view content 303 displayed in the second display area of the lower schematic diagram in fig. 3.
It should be understood that the solution provided by this embodiment may be executed in the electronic device, and in further detail, the solution provided by this embodiment may be executed in a target application in the electronic device, where the target application may be a new application, or may be obtained by adding new code to an existing application. That is to say, the first presentation area and the first presentation area may be the first presentation area and the second presentation area included in the display interface of the target application.
As further described in the foregoing embodiments, the above processing may be implemented by using a micro front end technology in a target application, and by using the micro front end technology, a main frame of the target application may not limit a technology stack of a function module of each application that is accessed, and each application that is accessed has a complete autonomy; in addition, the applications corresponding to the functional modules are completely independent, and the target application automatically completes the synchronous update of the functional modules of the accessed applications after the deployment is completed; state isolation among the functional modules of each application; and can be integrated at the view level. Therefore, different functional modules of different applications can be integrated in one system to display view content, and the effect of exerting the synergistic effect of multiple applications is achieved.
It should be noted that the aforementioned target application may be an Application (APP) in the electronic device or may be a Web application (Web application).
Therefore, the above scheme may further perform an operation on any position in the view content of the target function module in the second display area to obtain the next-level page view content corresponding to the position and display the next-level page view content in the second display area. Therefore, the user can directly acquire and display the next-level page view content of the currently displayed view content without opening any new application or new webpage in the second display area, so that the problem of low efficiency caused by searching for the application or the webpage for multiple times and then searching for specific page content is avoided, and the view content can be acquired quickly and efficiently.
In summary, the solution provided in this embodiment may perform analysis according to the behavior information of the user, determine a plurality of link information corresponding to a plurality of function modules from all existing applications, and then automatically generate view content corresponding to any one target function module in each function module based on the plurality of link information. Therefore, the resources of each system can be effectively integrated, information islands are broken through, the synergistic effect among the systems is exerted, one-stop view content display is provided for users, and the efficiency of using each system by the users is improved.
In one embodiment, the manner of acquiring the plurality of link information may include the following two manners, respectively:
in a first way,
Sending the at least one behavior information to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
receiving the plurality of link information determined based on the at least one behavior information from the second server.
The sending of the at least one behavior information to the second server may specifically be: and detecting current behavior information in real time, and sending the current behavior information to the second server under the condition that the current behavior information is one of the feature type selection information, the operation information and the keyword information of the retrieval behavior.
Or, the sending of the at least one behavior information to the second server may specifically be: detecting current behavior information in real time, and storing the current behavior information under the condition that the current behavior information is one of the feature type selection information, the operation information and the keyword information of the retrieval behavior; and under the condition that a sending condition is met, sending the at least one piece of behavior information stored currently to the second server. Wherein, the sending condition may be: determining the time of reaching the current sending time according to a preset sending time interval; and/or the number of the behavior information stored at present reaches a preset sending number; the preset sending time interval may be set according to practical situations, for example, the preset sending time interval may be 5 days or 10 days, or more or less, and is merely an exemplary illustration and is not a limitation; the preset sending number may also be set according to actual situations, for example, 10 or 20 or more or less, and this is merely an exemplary illustration and is not a limitation.
The feature type selection information may include: an object identity tag and/or an object module type tag. The target identity tag can be used for representing identity information of an operator; the target module type tag may be a functional module type of interest to the user.
Here, the obtaining manner of the feature type selection information may include:
presenting at least one candidate identity tag and at least one candidate module type tag; in response to a selection operation for a target identity tag and a selection operation for a target module type tag, taking the target identity tag and the target module type tag as the feature type selection information;
or,
presenting at least one candidate identity tag; in response to a selection operation for a target identity tag, determining to obtain the target identity tag, and determining at least one candidate module type tag based on the target identity tag; presenting the at least one candidate module type tag; and responding to the selection operation aiming at the target module type label, determining to obtain the target module type label, and taking the target identity label and the target module type label as the characteristic type selection information. The candidate module type tag may have an association relationship with the target identity tag, and the association relationship may be preset, for example, the identity tag 1 is associated with the candidate module type tags 1 to 10, and the identity tag 2 is associated with the candidate module type tags 11 to 15, which is only an exemplary illustration here and is not a limitation on the association relationship.
Wherein, the number of the candidate identity feature labels can be one or more. Each of the candidate identity tags may be an identity or an identity type, and may include, for example, as shown in fig. 4: identity type a, identity type B, identity type C, etc., it should be understood that this is merely illustrative and that in actual processing there may be a variety of candidate identity signatures, such as attorneys, doctors, accountants, etc., and is not exhaustive.
The candidate module type tags may be one or more, for example, as shown in fig. 4, may be: fitness, shopping, travel, stock, financial news, portfolio analysis, banking, financial events, and the like. For example, the solution provided by this embodiment may be applied to an asset management direction, that is, based on a target module type tag selected by a user, the solution may include combinatorial analysis, investment bulletin board, compliance wind control, simulation trial calculation, product center, setting center, and the like. This is by way of example only and not by way of limitation.
It should be understood that all of the candidate module type tags may include all of the module categories corresponding to all of the functional modules in all of the applications (e.g., Web pages, or APPs).
The operation information may specifically include: the dwell time, the specific content of the viewing operation, the clicking operation, the screening operation and the like.
The manner of acquiring the operation information may include: and taking at least one of the stay time, the specific content of the viewing operation, the clicking operation, the screening operation and the like detected in the display interface of the reference function module as the operation information. The reference function module may be any one of all applications that can be currently provided in the entire system, that is, any one of the applications that are currently opened by a user.
The manner of obtaining the keyword information of the retrieval behavior may include: and matching the search data with candidate keywords in a keyword database under the condition of acquiring the search data, and taking one or more candidate keywords as keyword information of the search behavior under the condition of determining that the search data contains any one or more candidate keywords. For example, if the retrieved data entered in the retrieval input box is "recent stock quotation", and correspondingly, the keyword information of the retrieved behavior is automatically extracted as "stock".
The candidate keywords in the keyword database may be preset, and specifically may be the same as the candidate module type tags, or may include other candidate keywords in addition to the candidate module type tags, which is not exhaustive here.
Wherein, regarding the time or the time interval of specifically receiving the plurality of link information determined based on the at least one behavior information sent by the second server, the time or the time interval is related to the processing policy set by the second server; for example, the processing policy set by the second server includes a processing period, that is, the second server performs processing based on all currently acquired behavior information sent by the electronic device to obtain the plurality of link information each time the processing period is reached, and then sends the plurality of link information to the electronic device.
In addition, the second server may be any one of the plurality of link information determined based on the at least one behavior information on the network side.
By adopting the processing mode, the behavior information acquired in real time can be sent to the server, and then the link information sent by the server can be received, so that the link information can be determined based on one or more behavior information by using higher processing capacity of the server side, and the processing efficiency is ensured; and because the plurality of link information are determined based on the behavior information, the plurality of link information can be ensured to be more in line with the user requirements.
The second way,
Generating input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
and inputting the input information into a first target model to obtain the plurality of link information output by the first target model.
The manner of acquiring the at least one behavior information in this processing method is the same as the first method, and therefore, a repetitive description thereof will not be given.
The second method is different from the first method in that the collected behavior information is stored locally, that is, in a local memory of the electronic device.
The generating input information based on the collected at least one behavior information may include: and generating the input information based on the at least one collected behavior information which is stored currently when a preset analysis time is reached.
The preset analysis time may be determined according to an analysis interval, and the length of the analysis interval may be set according to actual conditions, for example, the length may be 5 days, 7 days, 10 days, 1 month, or longer or shorter, which is not exhaustive herein.
The at least one collected behavior information may be: all collected behavior information currently stored in the electronic equipment; or the at least one piece of behavior information in a preset time length with the current time as the ending time in all the collected behavior information stored currently, where the preset time length may be set according to an actual situation, for example, may be the same as the length of the period of the preset analysis time, or may be greater than the length of the period between the preset analyses, and is not limited herein.
The generating of the input information based on the collected at least one behavior information may specifically be: determining a variable expression mode of each behavior information based on the content type of each behavior information in the at least one behavior information, and generating the input information based on the variable expression mode of each behavior information.
Wherein the content type of any one of the at least one behavior information may include one of: target identity characteristics, target module type, dwell time, specific content of viewing operations, screening operations, keyword information of retrieval behaviors.
In addition, it should be noted that the plurality of link information included in the output information may be a plurality of sorted link information.
By adopting the processing mode, the acquired behavior information can be input into the first target model, and then the plurality of link information output by the first target model can be obtained, so that the at least one behavior information can be analyzed through the first target model, the analysis efficiency and accuracy are ensured, and the plurality of link information can be ensured to better meet the user requirements; and because the participation of the network side is not needed, the communication resource occupied by the interaction with the network can be saved, and the data security is increased; in addition, according to the scheme, each function module under each application which the user may be interested in can be automatically obtained based on the first target model analysis according to the feature types (namely the target identity label and the target module type label) selected by the user for the first time of login (namely the target application is used for the first time) and each behavior information of the user, and then the view which the user is interested in can be automatically generated, so that the efficiency of the user for using the system is greatly improved.
In one embodiment, the method may further include: training a first preset model by using a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
The algorithm used by the preset model may be a deep learning multi-layer Perceptron (MLP) or other algorithms. There may be various frame types, such as based on paddlepaddleable (PArallel Distributed Deep Learning), Tensflow (second generation machine Learning system of Google), Python machine Learning library which is an open source, and the like, which is not exhaustive in this embodiment.
The convergence condition of the first predetermined model may be at least one of: determining the first preset model training convergence under the condition that the Loss function (Loss) stops reducing; the ratio of the number of correctly predicted samples to the total number of predicted samples (e.g., acc (accuracy)) converges.
After determining that the first preset model training converges, the first target model may be obtained; that is, the parameters of the first preset model may be used as the parameters of the first target model.
The number of the training samples is not limited in this embodiment, and may be one or more. Sample input information may be included in each training sample, the sample input information specifically including at least one sample behavior information.
The variable expression mode of each sample behavior information in the at least one sample behavior information may be one of the following: target identity feature is denoted as X; the type of the target module is represented as Y, the stay time is represented as Z, the specific content of the checking operation is represented as O, the screening operation is represented as P, and the keyword information of the retrieval behavior is represented as W. The plurality of link marking information corresponding to the sample input information may only include a plurality of URL marking information, or may include a plurality of URL marking information and marking information of names of modules corresponding to the URL marking information.
By way of example, the following table is given as an example:
sample input information | Multiple link label information |
[X1,Y1,Z1,O1,P1,W1] | [url1,url2,url3,url4,url5] |
[X2,Y2,Z2,O2,P2,W2] | [url3,url4,url5] |
[X3,Y3,Z3,O3,P3,W3] | [url6,url8,url9,url2,url4] |
[X4,Y4,Z4,O4,P4,W4] | [url3,url7,url5] |
The table above contains 5 training samples, and each training sample contains a set of sample behavior information and a plurality of corresponding link label information. Specifically, the method comprises the following steps:
the first sample input information is denoted as "[ X1, Y1, Z1, O1, P1, W1 ]", and indicates: target identity X1; the target module type Y1, the stay time length Z1 (which may include stay time lengths corresponding to one or more modules, respectively), the specific content O1 of the viewing operation (which may include specific content of the viewing operation corresponding to one or more modules, respectively), the filtering operation P1 (which may include filtering operations corresponding to one or more modules, respectively), and the keyword information W1 of the retrieval behavior (which may include one or more keywords). The plurality of link label information corresponding to the first sample input information includes [ url1, url2, url3, url4, url5 ].
In the above table, the second sample input information is represented as [ X2, Y2, Z2, O2, P2, W2], where the specific content of each piece of behavior information may be different from or the same as that of the other pieces of behavior information. For example, X2 represents an identity type, and X2 may be the same as X1 as identity type-1; w2 may be partially different from W1, such as W2 may contain { keyword 1, keyword 3}, and W1 may contain { keyword 1, keyword 2, keyword 5 }. The plurality of link label information corresponding to the second sample input information includes [ url3, url4, url5 ]. The descriptions of the other sample behavior information and the plurality of corresponding link label information are similar to the descriptions of the first sample input information and the second sample input information, and are not described here.
It can be seen that by adopting the above scheme, because a large amount of sample behavior information and the corresponding link marking information thereof can be used for training the preset model in the training, the trained first target model can be more suitable for analyzing the behavior information, a plurality of link information meeting the user requirements can be finally obtained, and the accuracy and the reasonability of the link information obtained by processing the first target model are ensured.
An embodiment of the second aspect of the present disclosure further provides an information displaying apparatus, as shown in fig. 5, including:
a first control module 501, configured to display relevant information of a plurality of function modules based on a plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
a second control module 502, configured to, in response to an operation on related information of a target function module, display view content of the target function module; the target functional module is one of the plurality of functional modules.
On the basis of the information presentation apparatus shown in fig. 5, the apparatus further includes, as shown in fig. 6:
a route generating module 503, configured to register the plurality of functional modules based on the plurality of link information to obtain a route list; the routing list includes routing information for each of the plurality of functional modules.
The first control module 501 is configured to display, in a first display area, related information of the plurality of function modules based on the plurality of link information;
the second control module 502 is configured to, in response to an operation on the relevant information of the target function module in the first display area, obtain, based on the routing information of the target function module, view content of the target function module from a first server; the first server is a server associated with a target application where the target function module is located; and displaying the view content of the target function module in a second display area.
The second control module 502 is configured to, in response to an operation on a target location of view content of the target function module in the second display area, obtain, from the first server, a next-level page view content corresponding to the target location of the view content based on the routing information of the target function module and the target location; and displaying the next level page view content in the second display area.
The device, still include:
a sending module 504, configured to send the at least one behavior information to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
a receiving module 505, configured to receive the plurality of link information determined based on the at least one behavior information sent by the second server.
The device, still include:
an information generating module 506, configured to generate input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
the model processing module 507 is configured to input the input information into a first target model to obtain the plurality of link information output by the first target model.
The device, still include:
a module training module 508, configured to train a first preset model by using a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
By adopting the scheme, when the plurality of pieces of link information determined based on at least one piece of behavior information are acquired, the display of the related information of the plurality of function modules is controlled based on the plurality of pieces of link information, and the view content of the target function module is displayed in response to the operation of the related information of the target function module. In this way, since the link information of the plurality of functional modules is determined based on the behavior information, the recommendation accuracy of the plurality of functional modules can be ensured; and because the view content of any target function module in the plurality of function modules can be directly displayed, the effect of displaying the view content of the target function module more quickly can be realized, and the overall processing efficiency is further improved.
An embodiment of the third aspect of the present disclosure further provides an information displaying system, as shown in fig. 7, including:
an information display device 701, configured to display relevant information of the plurality of function modules based on the plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications; in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
The information display device 701 is configured to register the plurality of function modules based on the plurality of link information to obtain a routing list; the routing list includes routing information for each of the plurality of functional modules.
On the basis of FIG. 7, the system further comprises the following components as shown in FIG. 8
A first server 702, configured to provide the information presentation apparatus with view content of the target function module;
the information display device 701 is configured to display, in a first display area, related information of the plurality of function modules based on the plurality of link information; in response to the operation of the relevant information of the target function module in the first display area, acquiring view content of the target function module from a first server based on the routing information of the target function module; the first server is a server associated with a target application where the target function module is located; and displaying the view content of the target function module in a second display area.
The first server 702 is configured to provide the information presentation apparatus with next-level page view content corresponding to the target position of the view content;
the information presentation device 701 is configured to, in response to an operation on a target location of the view content of the target function module in the second presentation area, obtain, from the first server, a next-level page view content corresponding to the target location of the view content based on the routing information of the target function module and the target location; and displaying the next level page view content in the second display area.
The system, still include:
the second server 703 is configured to receive the at least one behavior information sent by the information presentation apparatus, input the at least one behavior information into a second target model, obtain the plurality of link information output by the second target model, and send the plurality of link information to the information presentation apparatus;
the information display device is used for sending the at least one behavior information to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior; receiving the plurality of link information determined based on the at least one behavior information from the second server.
The second server 703 is configured to train a second preset model by using a training sample, so as to obtain the trained second target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
The algorithm used by the second preset model may be a deep learning multi-layer Perceptron (MLP) or other algorithms. There may be various frame types, such as based on paddlepaddleable (PArallel Distributed Deep Learning), Tensflow (second generation machine Learning system of Google), Python machine Learning library which is an open source, and the like, which is not exhaustive in this embodiment.
The convergence condition of the second predetermined model may be at least one of: determining the second preset model training convergence under the condition that the Loss function (Loss) stops reducing; the ratio of the number of correctly predicted samples to the total number of predicted samples (e.g., acc (accuracy)) converges.
After determining that the second preset model training converges, the second target model may be obtained; that is, the parameters of the second preset model may be used as the parameters of the second target model.
The number of the training samples is not limited in this embodiment, and may be one or more. Sample input information may be included in each training sample, the sample input information specifically including at least one sample behavior information.
The information presentation device 701 is configured to generate input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior; and inputting the input information into a first target model to obtain the plurality of link information output by the first target model.
The information display device 701 is configured to train a first preset model by using a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
It is to be understood that the first preset model and the second preset model are the same; the parameters of the first target module and the parameters of the second target model may be the same or may be different, the content composition of the training samples used by both the first target module and the second target model is the same, and whether the parameters of the first target module and the parameters of the second target module are the same depends on the number of training samples used for training both the first target module and the second target model, the number of iterations, the setting of convergence conditions, and the like. In addition, since the first object module is disposed in the information presentation apparatus 701 and the second object model is disposed in the second server 703, the present embodiment is described by using different names.
By adopting the scheme, when the plurality of pieces of link information determined based on at least one piece of behavior information are acquired, the display of the related information of the plurality of function modules is controlled based on the plurality of pieces of link information, and the view content of the target function module is displayed in response to the operation of the related information of the target function module. In this way, since the link information of the plurality of functional modules is determined based on the behavior information, the recommendation accuracy of the plurality of functional modules can be ensured; and because the view content of any target function module in the plurality of function modules can be directly displayed, the effect of displaying the view content of the target function module more quickly can be realized, and the overall processing efficiency is further improved.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
The present disclosure also provides an electronic device, a readable storage medium, and a computer program product according to embodiments of the present disclosure.
FIG. 9 illustrates a schematic block diagram of an example electronic device 900 that can be used to implement embodiments of the present disclosure. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the disclosure described and/or claimed herein.
As shown in fig. 9, the electronic apparatus 900 includes a computing unit 901, which can perform various appropriate actions and processes in accordance with a computer program stored in a Read Only Memory (ROM)902 or a computer program loaded from a storage unit 908 into a Random Access Memory (RAM) 903. In the RAM903, various programs and data required for the operation of the electronic device 900 can also be stored. The calculation unit 901, ROM 902, and RAM903 are connected to each other via a bus 904. An input/output (I/O) interface 905 is also connected to bus 904.
A number of components in the electronic device 900 are connected to the I/O interface 905, including: an input unit 906 such as a keyboard, a mouse, and the like; an output unit 907 such as various types of displays, speakers, and the like; a storage unit 908 such as a magnetic disk, optical disk, or the like; and a communication unit 909 such as a network card, a modem, a wireless communication transceiver, and the like. The communication unit 909 allows the electronic device 900 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The computing unit 901 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of the computing unit 901 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various dedicated Artificial Intelligence (AI) computing chips, various computing units running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, and so forth. The calculation unit 901 performs the respective methods and processes described above. For example, in some embodiments, the various methods described above may be implemented as a computer software program tangibly embodied on a machine-readable medium, such as storage unit 908. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 900 via the ROM 902 and/or the communication unit 909. When loaded into RAM903 and executed by computing unit 901, may perform one or more steps of the respective methods described above. Alternatively, in other embodiments, the computing unit 901 may be configured to perform the various methods described above in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuitry, Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), system on a chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
Program code for implementing the methods of the present disclosure may be written in any combination of one or more programming languages. These program codes may be provided to a processor or controller of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the program codes, when executed by the processor or controller, cause the functions/operations specified in the flowchart and/or block diagram to be performed. The program code may execute entirely on the machine, partly on the machine, as a stand-alone software package partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on 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 or 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.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), Wide Area Networks (WANs), and the Internet.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server may be a cloud server, a server of a distributed system, or a server with a combined blockchain.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present disclosure may be executed in parallel or sequentially or in different orders, and are not limited herein as long as the desired results of the technical solutions disclosed in the present disclosure can be achieved.
The above detailed description should not be construed as limiting the scope of the disclosure. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present disclosure should be included in the scope of protection of the present disclosure.
Claims (25)
1. An information display method, comprising:
displaying relevant information of a plurality of function modules based on a plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
2. The method of claim 1, further comprising:
registering the plurality of functional modules based on the plurality of link information to obtain a routing list; the routing list includes routing information of each of the plurality of functional modules, and the routing information of each functional module is used for acquiring view content corresponding to the functional module.
3. The method of claim 2, wherein the presenting information related to the plurality of functional modules based on the plurality of link information comprises: displaying relevant information of the plurality of functional modules in a first display area based on the plurality of link information;
the operation of responding to the relevant information of the target function module and showing the view content of the target function module comprises the following steps:
in response to the operation of the relevant information of the target function module in the first display area, acquiring view content of the target function module from a first server based on the routing information of the target function module; the first server is a server associated with a target application where the target function module is located;
and displaying the view content of the target function module in a second display area.
4. The method of claim 3, further comprising:
in response to an operation of a target position of the view content of the target function module in the second display area, acquiring a next-level page view content corresponding to the target position of the view content from the first server based on the routing information of the target function module and the target position;
and displaying the next level page view content in the second display area.
5. The method of any of claims 1-4, further comprising:
sending the at least one behavior information to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
receiving the plurality of link information determined based on the at least one behavior information from the second server.
6. The method of any of claims 1-4, further comprising:
generating input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
and inputting the input information into a first target model to obtain the plurality of link information output by the first target model.
7. The method of claim 6, further comprising:
training a first preset model by using a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
8. An information presentation device comprising:
the first control module is used for displaying relevant information of the plurality of functional modules based on the plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications;
the second control module is used for responding to the operation of the relevant information aiming at the target function module and displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
9. The apparatus of claim 8, further comprising:
a route generation module, configured to register the plurality of function modules based on the plurality of link information, so as to obtain a route list; the routing list includes routing information of each of the plurality of functional modules, and the routing information of each functional module is used for acquiring view content corresponding to the functional module.
10. The apparatus of claim 9, wherein the first control module is configured to display information related to the plurality of function modules in a first display area based on the plurality of link information;
the second control module is used for responding to the operation of the relevant information of the target function module in the first display area, and acquiring the view content of the target function module from the first server based on the routing information of the target function module; the first server is a server associated with a target application where the target function module is located; and displaying the view content of the target function module in a second display area.
11. The apparatus of claim 10, wherein,
the second control module is configured to, in response to an operation on a target position of the view content of the target function module in the second display area, obtain, from the first server, a next-level page view content corresponding to the target position of the view content based on the routing information of the target function module and the target position; and displaying the next level page view content in the second display area.
12. The apparatus of any of claims 8-11, further comprising:
the sending module is used for sending the at least one behavior message to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
a receiving module, configured to receive the plurality of link information determined based on the at least one behavior information sent by the second server.
13. The apparatus of any of claims 8-11, further comprising:
the information generation module is used for generating input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior;
and the model processing module is used for inputting the input information into a first target model to obtain the plurality of link information output by the first target model.
14. The apparatus of claim 13, further comprising:
the module training module is used for training a first preset model by adopting a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
15. An information presentation system comprising:
the information display device is used for displaying relevant information of the plurality of functional modules based on the plurality of link information; the plurality of link information is determined based on at least one behavior information; the plurality of link information corresponds to the plurality of functional modules affiliated with different applications; in response to the operation of the relevant information aiming at the target function module, displaying the view content of the target function module; the target functional module is one of the plurality of functional modules.
16. The system of claim 15, wherein,
the information display device is used for registering the plurality of functional modules based on the plurality of link information to obtain a routing list; the routing list includes routing information of each of the plurality of functional modules, and the routing information of each functional module is used for acquiring view content corresponding to the functional module.
17. The system of claim 15, further comprising:
the first server is used for providing the view content of the target function module for the information display device;
the information display device is used for displaying the relevant information of the plurality of functional modules in a first display area based on the plurality of link information; in response to the operation of the relevant information of the target function module in the first display area, acquiring view content of the target function module from a first server based on the routing information of the target function module; the first server is a server associated with a target application where the target function module is located; and displaying the view content of the target function module in a second display area.
18. The system of claim 17, wherein,
the first server is used for providing the information display device with the next level page view content corresponding to the target position of the view content;
the information display device is used for responding to the operation of the target position of the view content of the target function module in the second display area, and acquiring the next-level page view content corresponding to the target position of the view content from the first server based on the routing information of the target function module and the target position; and displaying the next level page view content in the second display area.
19. The system of any of claims 15-18, further comprising:
the second server is used for receiving the at least one behavior information sent by the information display device, inputting the at least one behavior information into a second target model to obtain the plurality of link information output by the second target model, and sending the plurality of link information to the information display device;
the information display device is used for sending the at least one behavior information to a second server; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior; receiving the plurality of link information determined based on the at least one behavior information from the second server.
20. The system of claim 19, wherein,
the second server is used for training a second preset model by adopting a training sample to obtain the trained second target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
21. The system of any one of claims 15-18,
the information display device is used for generating input information based on the collected at least one behavior information; the at least one behavior information includes at least one of: selecting key word information of characteristic type selection information, operation information and retrieval behavior; and inputting the input information into a first target model to obtain the plurality of link information output by the first target model.
22. The system of claim 21, wherein,
the information display device is used for training a first preset model by adopting a training sample to obtain the trained first target model; the training sample comprises sample input information and a plurality of corresponding link marking information; the sample input information comprises at least one sample behavior information.
23. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-7.
24. A non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of any one of claims 1-7.
25. A computer program product comprising a computer program which, when executed by a processor, implements the method according to any one of claims 1-7.
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