CN107491560B - Page picture display method and device, storage medium, server and mobile terminal - Google Patents
Page picture display method and device, storage medium, server and mobile terminal Download PDFInfo
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- CN107491560B CN107491560B CN201710851468.5A CN201710851468A CN107491560B CN 107491560 B CN107491560 B CN 107491560B CN 201710851468 A CN201710851468 A CN 201710851468A CN 107491560 B CN107491560 B CN 107491560B
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
- G06F16/9577—Optimising the visualization of content, e.g. distillation of HTML documents
Abstract
The embodiment of the application discloses a page picture display method and device, a storage medium, a server and a mobile terminal. The page picture display method comprises the following steps: receiving a page picture acquisition request sent by a mobile terminal, and determining a first picture to be sent according to the page picture acquisition request; inputting the first picture into a display strategy model, wherein the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by a user; determining a first display mode corresponding to the first picture according to an output result of the display strategy model; and sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in the page according to the first display mode. By adopting the technical scheme, the personalized display mode of the page picture can be automatically determined.
Description
Technical Field
The embodiment of the application relates to the technical field of internet, in particular to a page picture display method, a page picture display device, a storage medium, a server and a mobile terminal.
Background
With the development of communication technology, the use of various mobile terminals is becoming more and more popular, and mobile terminals have become indispensable tools in people's lives.
At present, a display screen is generally arranged on a mobile terminal, so that a user of the mobile terminal can browse a page displayed in the mobile terminal at any time in daily life. Due to reasons of readability enhancement, interestingness and the like, many pages contain pictures, the mobile terminal is generally required to acquire the pictures from the corresponding server and display the pictures, and the display mode of the pictures is single and needs to be improved.
Disclosure of Invention
The embodiment of the application provides a page picture display method, a page picture display device, a storage medium, a server and a mobile terminal, and can optimize a display scheme of pictures contained in a page.
In a first aspect, an embodiment of the present application provides a method for displaying a page picture, including:
receiving a page picture acquisition request sent by a mobile terminal, and determining a first picture to be sent according to the page picture acquisition request;
inputting the first picture into a display strategy model, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of viewing different page pictures by a user;
determining a first display mode corresponding to the first picture according to the output result of the display strategy model;
and sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in a page according to the first display mode.
In a second aspect, an embodiment of the present application provides a method for displaying a page picture, including:
sending a page picture acquisition request to a server, wherein the page picture acquisition request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, determining a first display mode corresponding to the first picture according to an output result of the display strategy model, and sending first data corresponding to the first picture to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of a user for viewing different page pictures;
receiving the first data sent by the server;
and displaying the first picture in a page according to the first data in the first display mode.
In a third aspect, an embodiment of the present application provides a page picture display device, including:
the image determining module is used for receiving a page image obtaining request sent by the mobile terminal and determining a first image to be sent according to the page image obtaining request;
the model input module is used for inputting the first picture into a display strategy model, and the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by a user;
the display mode determining module is used for determining a first display mode corresponding to the first picture according to the output result of the display strategy model;
and the data sending module is used for sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in a page according to the first display mode.
In a fourth aspect, an embodiment of the present application provides a page picture display device, including:
the device comprises a request sending module, a page picture obtaining module and a display strategy module, wherein the request sending module is used for sending a page picture obtaining request to a server, the page picture obtaining request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, a first display mode corresponding to the first picture is determined according to an output result of the display strategy model, and first data corresponding to the first picture is sent to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of viewing different page pictures by a user;
the data receiving module is used for receiving the first data sent by the server;
and the display control module is used for displaying the first picture in a page according to the first data and the first display mode.
In a fifth aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the page picture display method according to the first aspect of the embodiment of the present application.
In a sixth aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the page picture display method according to the second aspect of the embodiment of the present application.
In a seventh aspect, an embodiment of the present application provides a server, including a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor executes the computer program to implement the method for displaying a page picture according to the first aspect of the embodiment of the present application.
In an eighth aspect, an embodiment of the present application provides a mobile terminal, including a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor executes the computer program to implement the page picture display method according to the second aspect of the embodiment of the present application.
According to the page picture display scheme provided by the embodiment of the application, the server determines a first picture to be sent according to a page picture acquisition request sent by the mobile terminal, inputs the first picture into the display strategy model to obtain a first display mode corresponding to the first picture, and because the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by a user, the input result of the model can better fit the use habit of the user, and then sends corresponding first data to the mobile terminal according to the first display mode to indicate the mobile terminal to display the first picture according to the first display mode, so that the personalized display mode of the page picture can be automatically determined.
Drawings
Fig. 1 is a schematic view of an application scenario of page picture display according to an embodiment of the present application;
fig. 2 is a schematic flowchart of a method for displaying a page picture according to an embodiment of the present disclosure;
fig. 3 is a schematic diagram illustrating a page picture display manner according to an embodiment of the present disclosure;
fig. 4 is a schematic flowchart of another page picture display method according to an embodiment of the present application;
fig. 5 is a schematic flowchart of another page picture display method according to an embodiment of the present application;
fig. 6 is a signaling diagram of interaction between a mobile terminal and a server according to an embodiment of the present application;
fig. 7 is a schematic structural diagram of a page picture display device according to an embodiment of the present application;
fig. 8 is a schematic structural diagram of another page picture display device according to an embodiment of the present application;
fig. 9 is a schematic structural diagram of a server according to an embodiment of the present application;
fig. 10 is a schematic structural diagram of a mobile terminal according to an embodiment of the present application
Fig. 11 is a schematic structural diagram of another mobile terminal according to an embodiment of the present application.
Detailed Description
The technical scheme of the application is further explained by the specific implementation mode in combination with the attached drawings. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some of the structures related to the present application are shown in the drawings, not all of the structures.
Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the steps as a sequential process, many of the steps can be performed in parallel, concurrently or simultaneously. In addition, the order of the steps may be rearranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.
Fig. 1 is a schematic view of an application scene of a page picture display provided in an embodiment of the present application, where a mobile terminal communicates with a server through the internet, and the mobile terminal may include a mobile device provided with a display screen, such as a mobile phone, a tablet computer, and a media player. A user browses pages through a display screen of the mobile terminal, and contents in the pages, such as characters, pictures and the like, are provided to the mobile terminal through the Internet by the server. The page may comprise, for example, a page in an application such as a browser or news client.
Fig. 2 is a schematic flowchart of a page image display method according to an embodiment of the present disclosure, where the page image display method may be executed by a page image display apparatus, where the apparatus may be implemented by software and/or hardware, and may be generally integrated in a server. As shown in fig. 2, the method includes:
For example, when the mobile terminal needs to display a certain page (hereinafter referred to as a target page), a page obtaining request may be sent to a corresponding server to obtain page content from the server, where the page picture obtaining request may be included in the page obtaining request or may be independent of the page obtaining request, and the embodiment of the present application is not limited.
Optionally, the page picture obtaining request may include an identity of the mobile terminal and/or account information of the current login application program, so as to subsequently determine the display policy model corresponding to the current user.
For example, the first picture may be a single picture or a plurality of pictures. The first picture may be any one picture in the target page, and when the target page includes multiple pictures, the multiple pictures may be successively used as the first pictures to respectively execute the method in the embodiment of the present application, or at least two of the multiple pictures may be used as the first pictures to simultaneously execute the method in the embodiment of the present application, which is not limited in the embodiment of the present application.
The display strategy model is used for determining the display mode of the pictures in the page based on the habit of viewing different page pictures by the user.
For example, in the process of browsing a page by a user, there may be differences in viewing modes for different page pictures. Generally, for a page picture of interest, a user may control the mobile terminal to perform an original image viewing operation, may also control the mobile terminal to perform an image enlarging operation, and may also extend viewing time (i.e., the picture is displayed in the page for a longer time); for the picture of the page that is not of interest, the user may directly skip (i.e. the picture is displayed in the page for a short time) or turn off the display of the picture. The method comprises the steps of collecting habits of users in viewing different page pictures and data such as contents of the viewed pictures, training a preset model by taking the collected data as a training sample, obtaining a display strategy model in the embodiment of the application in a machine learning mode, predicting the interest degree of the users in the to-be-displayed page pictures by the model, and outputting corresponding display mode related results.
Optionally, the display policy model includes a neural network-based model, for example, the display policy model may include one or more convolutional neural network layers, may further include one or more activation function layers, and may further include one or more recurrent neural network layers. The preset model can be established based on a neural network theory, and the number of network layers or related parameters can be preset based on experience.
For example, the display modes may include at least two of an original image display mode, a thumbnail display mode, a template display mode and a hidden display mode, that is, any two, any three or all of the above 4 display modes. For the template display mode, a template picture without image content, such as a blank picture or a picture containing prompt text (e.g., "click to view picture"), may be displayed, the template picture may be stored locally in the mobile terminal, or may be sent to the mobile terminal by the server, and the mobile terminal may store the template picture after receiving the template picture for the first time, so as to facilitate subsequent use. It can be understood that the difference in display modes may affect the amount of data sent by the server to the mobile terminal, so that the mobile terminal may consume different flows and different loading durations when acquiring data corresponding to the picture, and may also affect the size of the area occupied by the picture in the page.
Fig. 3 is a schematic diagram illustrating a page picture display method according to an embodiment of the present application. Taking the page of the news client in the mobile phone as an example, fig. 3 shows schematic diagrams of the above 4 display modes. The schematic diagram of the upper left mobile phone page corresponds to an original image display mode, the schematic diagram of the upper right mobile phone page corresponds to an abbreviated display mode, the schematic diagram of the lower left mobile phone page corresponds to a template display mode, and the schematic diagram of the lower right mobile phone page corresponds to a hidden display mode.
In this step, the first picture is input into the display strategy model, so that the display mode of the first picture in the mobile terminal is determined according to the output result. For example, all pixel data in the first picture may be input into the display policy model, or feature data in the first picture may be extracted and input into the display policy model.
And 203, determining a first display mode corresponding to the first picture according to the output result of the display strategy model.
For example, the output result of the display policy model may be directly in a display manner, that is, the output result is the first display manner; the output result may determine the first display mode together with the value of at least one other parameter, for example, the output result is a, and a and the value B of another parameter B together determine the final first display mode. In addition, the output result may also include other parameter values, such as a compression ratio, a resolution or a cropping mode, and the like for the thumbnail display mode.
And 204, sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in the page according to the first display mode.
For example, the first data may include data related to the first picture, such as raw image data or thumbnail image data, and may be sent in a compressed data packet or other form. The first data may further include indication information of a display mode, and may further include information such as a display position of the picture in the page. The first data corresponding to different display modes can be different.
For example, the sending of the first data corresponding to the first picture to the mobile terminal according to the first display mode may include at least two of the following items:
1. and when the first display mode is an original image display mode, sending original image data corresponding to the first picture to the mobile terminal according to the first display mode. The original image data may include all image data of the first picture, so that the mobile terminal can display all information contained in the first picture, and the amount of information viewed by the user is guaranteed to be maximized. Some servers also refer to the screen resolution and other capabilities of the mobile terminal when sending picture data to the mobile terminal, and the raw image data may include image data at which an image is maximized, which is determined according to the capabilities of the mobile terminal.
2. And when the first display mode is a thumbnail display mode, sending compressed image data corresponding to the first picture to the mobile terminal according to the first display mode. The compressed image data may include data obtained by compressing the original image data of the first picture, and the compression processing mode is not limited in this embodiment of the application. For example, all pixel data in the original image data may be compressed, and pixel data other than the important pixels may also be compressed, such as compressing background pixels in a picture. In addition, the image recognition algorithm can be used for recognizing the main body part in the first picture, and the compressed image data comprises image data corresponding to the main body part.
3. And when the first display mode is a template display mode, sending indication information of the template display mode corresponding to the first picture to the mobile terminal according to the first display mode. For example, the template pictures corresponding to different types of pictures may be different, and correspondingly, the indication information may include information such as the number of the template picture.
4. And when the first display mode is a hidden display mode, sending indication information of the hidden display mode to the mobile terminal according to the first display mode.
It can be understood that item 1 sends the largest amount of data, item 2 is next, and items 3 and 4 are both smaller than items 1 and 2, and the smaller the amount of data, the faster the transmission speed, and the more traffic of the mobile terminal is saved.
After receiving the first data, the mobile terminal can display the first picture according to a first display mode corresponding to the first data, so that the personalized display mode of the page picture can be automatically determined.
According to the page picture display method provided by the embodiment of the application, the server determines a first picture to be sent according to a page picture acquisition request sent by the mobile terminal, the first picture is input into the display strategy model to obtain a first display mode corresponding to the first picture, and the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by a user, so that the input result of the model can better fit the use habit of the user, and then corresponding first data is sent to the mobile terminal according to the first display mode to indicate the mobile terminal to display the first picture according to the first display mode, so that the personalized display mode of the page picture can be automatically determined.
In some embodiments, it may further include: receiving habit information of a user viewing page pictures through the mobile terminal, wherein the habit information is sent by the mobile terminal; and training and updating the display strategy model according to the habit information. The method has the advantages that the display strategy model can be accurately trained according to the habit information of the user for checking the page pictures, so that the output result of the display strategy model is more consistent with the personalized habit of the user. In addition, the model can be updated in time, and the display strategy model can be dynamically adjusted along with the change of the habit of the user. Optionally, as an implementation manner, after sending the first data corresponding to the first picture to the mobile terminal according to the first display manner, the method further includes: and receiving habit information of a user viewing the first picture, which is sent by the mobile terminal, and training and updating the display strategy model according to the habit information.
Illustratively, the habit information includes at least one of: the display mode switching information of the user to the picture, the time length for the user to check the picture and the picture checking times of the user. The switching information of the display mode of the picture by the user can comprise switching from the thumbnail to the original, closing the display of the original or the thumbnail and the like. The length of time that the user views the picture may include the length of time that the picture stays in the page. For the number of times that the user views the picture, for example, in the process of browsing the page, after viewing a certain picture, the user continues to browse the following contents, and then returns to viewing the picture, and the number of times of viewing the picture is considered to be 2. The richer the habit information is, the more the display policy model fits the viewing habits of the user. For example, the habit information may include the above three items at the same time.
In some embodiments, after determining the first picture to be displayed according to the page picture acquisition request sent by the mobile terminal, the method further includes: acquiring first text information related to the first picture in a page to which the first picture belongs; the inputting the first picture into a display strategy model comprises: and inputting the first picture and the first text information into a display strategy model. The first text information may include a title of text content of the page, and may further include text near the first picture (e.g., N lines of text before and/or after the first picture, where N is a positive integer and may be set as desired). It can be understood that the text in the page generally has a certain relationship with the picture, and may have a certain influence on the way in which the user views the picture, for example, the text near the picture may explain the content of the picture, and if the user is interested in the text, the user may also be interested in the picture. The character information and the pictures are input into the display strategy model together, so that the dimensionality of input data can be enriched, and the display strategy model is more suitable for the viewing habit of a user.
In some embodiments, determining a first display mode corresponding to the first picture according to the output result of the preset display policy model includes: acquiring browsing heat information of the first picture; and determining a first display mode corresponding to the first picture according to the browsing heat information and the output result of the preset display strategy model. The browsing popularity information may include the number of times the picture is viewed by all users or a designated group of users (e.g., a group of users having the same attributes as the current user, which may include gender, age, occupation, etc.), and may be expressed in a browsing popularity value, which may be determined based on a big data approach, e.g., picture x is viewed by 100 users, picture y is viewed by 20 users, and then the browsing popularity value of picture x is higher than the browsing popularity value of picture y. The browsing heat value may be considered as one of the parameters B above. The optimization method has the advantages that on the premise of respecting habits of users, the popularity of the pictures in user groups is also considered, and the users are prevented from missing the view of the hot pictures.
For example, a display strategy model training mode is given as an illustrative description. Taking a news client as an example, the habit of the user viewing pictures in a news page is collected during a sampling period (e.g., within 1 month). During sampling, all pictures in a page of a news client are displayed in a thumbnail mode, so that a user can know the picture content approximately, the user can perform operations on the thumbnail including original picture viewing, amplification, shielding display and the like, the mobile terminal records the operations of the user and feeds back the operation information of the user and the corresponding picture information to the server, the server inputs the received operation information and the corresponding picture into the neural network model for training, and parameters such as input weight, bias and the like in the neural network model are adjusted continuously to obtain a model which accords with the habit of the user for viewing the page pictures.
Fig. 4 is a flowchart illustrating another page picture display method according to an embodiment of the present application, where the method may be executed by a page picture display apparatus, where the apparatus may be implemented by software and/or hardware, and may be generally integrated in a mobile terminal. As shown in fig. 4, the method includes:
The display strategy model is used for determining the display mode of the pictures in the page based on the habit of viewing different page pictures by the user.
For example, the sending opportunity of the page picture obtaining request may include page preloading, page browsing, and the like.
And step 403, displaying the first picture in the page according to the first data in the first display mode.
According to the page picture display method provided by the embodiment of the application, the server is instructed to pre-judge the display mode of the first picture by using the display strategy model before sending the first picture to the mobile terminal by sending the page picture acquisition request to the server, and then the data corresponding to the first picture is sent according to the display mode, so that the mobile terminal can determine the corresponding display mode according to the received data to display the first picture, and can automatically display the first picture according to the personalized display mode.
In some embodiments, the display modes include at least two of an original image display mode, a thumbnail display mode and a template display mode;
the first data includes original image data corresponding to the first picture, and the first picture is displayed in a page according to the first data in the first display mode, where the first data includes at least two of the following items:
1. and when the first data is the original image data corresponding to the first picture, displaying the original image of the first picture in a page according to the original image data corresponding to the first picture. In this case, the user can see a picture with a large size and can see the details in the picture.
2. And when the first data is the compressed image data corresponding to the first picture, displaying the thumbnail image of the first picture in a page according to the compressed image data corresponding to the first picture. At this time, the user sees the thumbnail image, and can roughly understand the image content.
3. And when the first data is the indication information of the template display mode corresponding to the first picture, displaying the picture template corresponding to the first picture in a page according to the indication information of the template display mode. For example, the mobile terminal may locally read and display a picture template corresponding to the first picture. When the user judges that the first picture needs to be viewed according to the text content, the picture can be viewed in a mode of clicking the picture template, and when the mobile terminal detects that the picture template is clicked, compressed image data or original image data of the first picture can be obtained from the server side to be displayed.
4. And when the first data is indication information of a hidden display mode, shielding the display of the first picture according to the indication information of the hidden display mode. At the moment, the content of the first picture cannot appear in the page, so that the page space is saved, and the user can conveniently and quickly browse the page content.
In some embodiments, it may further include: acquiring habit information of a user for checking page pictures through the mobile terminal; and sending the habit information to the server, wherein the habit information is used for indicating the server to train and update the display strategy model according to the habit information. The method has the advantages that the display strategy model can be accurately trained according to the habit information of the user for checking the page pictures, so that the output result of the display strategy model is more consistent with the personalized habit of the user. In addition, the model can be updated in time, and the display strategy model can be dynamically adjusted along with the change of the habit of the user. Optionally, as an implementation manner, after displaying the first picture in the page according to the first display manner according to the first data, the method further includes: acquiring habit information of a user for viewing a first picture, and sending the habit information to the server.
Fig. 5 is a schematic flowchart of another page picture display method provided in an embodiment of the present application, where the method includes:
And step 504, the server sends first data corresponding to the first picture to the mobile terminal according to the first display mode.
And 505, the mobile terminal receives the first data sent by the server, and displays the first picture in the page according to the first data in the first display mode.
And step 507, the server trains and updates the display strategy model according to the received habit information and the first picture.
Fig. 6 is a signaling diagram of interaction between a mobile terminal and a server according to an embodiment of the present application, and the foregoing embodiment may be understood by referring to the signaling diagram.
According to the page picture display method provided by the embodiment of the application, when the mobile terminal needs to acquire the picture in the page from the server, the server can input the picture to be displayed into the display strategy model, the degree of interest of the user for the picture to be displayed according to the habit of the user for checking the picture is judged through the model, so that the display mode of the picture is determined according to the output result of the model, and when the degree of interest of the user is low, thumbnail display, template display or shielding display can be selected, so that the data volume of data sent by the server to the mobile terminal can be reduced, the flow consumed by the mobile terminal is reduced, the loading rate of the picture can be improved, the occupation of the picture on the page space is reduced, and the browsing efficiency of the page is improved. In addition, the display strategy model can be trained and updated according to the viewing habit of the user on the picture, so that the display strategy model can be more dynamically fit with the viewing habit of the user.
Fig. 7 is a schematic structural diagram of a page picture display device according to an embodiment of the present disclosure, where the device may be implemented by software and/or hardware, and is generally integrated in a server, and may send page picture data to a mobile terminal by executing a page picture display method and instruct the mobile terminal to perform corresponding display. As shown in fig. 7, the apparatus includes:
the image determining module 701 is configured to receive a page image obtaining request sent by a mobile terminal, and determine a first image to be sent according to the page image obtaining request;
a model input module 702, configured to input the first picture into a display policy model, where the display policy model is used to determine a display mode of a picture in a page based on a habit of a user viewing pictures of different pages;
a display mode determining module 703, configured to determine, according to an output result of the display policy model, a first display mode corresponding to the first picture;
a data sending module 704, configured to send first data corresponding to the first picture to the mobile terminal according to the first display manner, where the first data is used to instruct the mobile terminal to display the first picture in a page according to the first display manner.
According to the page picture display device provided by the embodiment of the application, the server firstly inputs the page picture into the display strategy model to obtain the corresponding display mode before sending the page picture to the mobile terminal, and the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by the user, so that the input result of the model can better fit the use habit of the user, and then corresponding first data is sent to the mobile terminal according to the first display mode to indicate the mobile terminal to display the first picture according to the first display mode, and the personalized display mode of the page picture can be automatically determined.
Optionally, the display modes include at least two of an original image display mode, a thumbnail display mode, a template display mode and a hidden display mode;
the sending of the first data corresponding to the first picture to the mobile terminal according to the first display mode includes at least two of the following:
when the first display mode is an original image display mode, sending original image data corresponding to the first picture to the mobile terminal according to the first display mode;
when the first display mode is a thumbnail display mode, sending compressed image data corresponding to the first picture to the mobile terminal according to the first display mode;
when the first display mode is a template display mode, sending indication information of the template display mode corresponding to the first picture to the mobile terminal according to the first display mode;
and when the first display mode is a hidden display mode, sending indication information of the hidden display mode to the mobile terminal according to the first display mode.
Optionally, the apparatus further comprises:
the habit information receiving module is used for receiving habit information of different page pictures checked by a user and sent by the mobile terminal;
and the model updating module is used for training and updating the display strategy model according to the habit information.
Optionally, the habit information includes at least one of:
switching information of display modes of the pictures, duration for viewing the pictures and times for viewing the pictures.
Optionally, the apparatus further comprises:
the text information acquisition module is used for acquiring first text information related to a first picture in a page to which the first picture belongs after the first picture to be displayed is determined according to a page picture acquisition request sent by a mobile terminal;
the model input module is configured to: and inputting the first picture and the first text information into a display strategy model.
Optionally, the display mode determining module is configured to: acquiring browsing heat information of the first picture; and determining a first display mode corresponding to the first picture according to the browsing heat information and the output result of the preset display strategy model.
Fig. 8 is a schematic structural diagram of another page picture display device provided in an embodiment of the present application, where the device may be implemented by software and/or hardware, and is generally integrated in a mobile terminal, and may send a page picture acquisition request to a server by executing a page picture display method, and perform corresponding display processing on a picture according to data returned by the server. As shown in fig. 8, the apparatus includes:
a request sending module 801, configured to send a page picture obtaining request to a server, where the page picture obtaining request is used to instruct the server to determine a first picture to be sent and input the first picture to a display policy model, determine a first display mode corresponding to the first picture according to an output result of the display policy model, and send first data corresponding to the first picture to a mobile terminal according to the first display mode, where the display policy model is used to determine a display mode of a picture in a page based on a habit of a user viewing different page pictures;
a data receiving module 802, configured to receive the first data sent by the server;
and a display control module 803, configured to display the first picture in a page according to the first display manner according to the first data.
According to the page picture display device provided by the embodiment of the application, the server is instructed to pre-judge the display mode of the first picture by using the display strategy model before sending the first picture to the mobile terminal by sending the page picture acquisition request to the server, and then the data corresponding to the first picture is sent according to the display mode, so that the mobile terminal can determine the corresponding display mode according to the received data to display the first picture, and can automatically display the first picture according to the personalized display mode.
Optionally, the display modes include at least two of an original image display mode, a thumbnail display mode and a template display mode; the first data comprises at least two of original image data corresponding to the first picture, compressed image data corresponding to the first picture, and indication information of a template display mode and indication information of a hidden display mode corresponding to the first picture;
the displaying the first picture in the page according to the first data in the first display mode includes at least two of the following items:
when the first data is original image data corresponding to the first picture, displaying an original image of the first picture in a page according to the original image data corresponding to the first picture;
when the first data is compressed image data corresponding to the first picture, displaying a thumbnail image of the first picture in a page according to the compressed image data corresponding to the first picture;
when the first data is the indication information of the template display mode corresponding to the first picture, displaying the picture template corresponding to the first picture in a page according to the indication information of the template display mode;
and when the first data is indication information of a hidden display mode, shielding the display of the first picture according to the indication information of the hidden display mode.
Optionally, the apparatus further comprises:
the habit information acquisition module is used for acquiring habit information of a user for checking page pictures through the mobile terminal;
and the habit information sending module is used for sending the habit information to the server, and the habit information is used for indicating the server to train and update the display strategy model according to the habit information.
Embodiments of the present application also provide a storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform a method for displaying a page picture, the method including:
receiving a page picture acquisition request sent by a mobile terminal, and determining a first picture to be sent according to the page picture acquisition request;
inputting the first picture into a display strategy model, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of viewing different page pictures by a user;
determining a first display mode corresponding to the first picture according to the output result of the display strategy model;
and sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in a page according to the first display mode.
Storage medium-any of various types of memory devices or storage devices. The term "storage medium" is intended to include: mounting media such as CD-ROM, floppy disk, or tape devices; computer system memory or random access memory such as DRAM, DDRRAM, SRAM, EDORAM, Lanbas (Rambus) RAM, etc.; non-volatile memory such as flash memory, magnetic media (e.g., hard disk or optical storage); registers or other similar types of memory elements, etc. The storage medium may also include other types of memory or combinations thereof. In addition, the storage medium may be located in a first computer system in which the program is executed, or may be located in a different second computer system connected to the first computer system through a network (such as the internet). The second computer system may provide program instructions to the first computer for execution. The term "storage medium" may include two or more storage media that may reside in different locations, such as in different computer systems that are connected by a network. The storage medium may store program instructions (e.g., embodied as a computer program) that are executable by one or more processors.
Of course, the storage medium containing the computer-executable instructions provided in the embodiments of the present application is not limited to the above-described page image display operation, and may also perform related operations in the page image display method provided in any embodiments of the present application.
Embodiments of the present application also provide another storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform a method for displaying a page picture, the method including:
sending a page picture acquisition request to a server, wherein the page picture acquisition request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, determining a first display mode corresponding to the first picture according to an output result of the display strategy model, and sending first data corresponding to the first picture to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of a user for viewing different page pictures;
receiving the first data sent by the server;
and displaying the first picture in a page according to the first data in the first display mode.
The specific details of the computer storage medium of the embodiments of the present application are similar to those of the computer storage medium described above, and are not repeated here.
The embodiment of the application provides a server, and the page picture display device provided by the embodiment of the application can be integrated in the server. Fig. 9 is a schematic structural diagram of a server according to an embodiment of the present application. As shown in fig. 9, the server 900 may include: the page picture display method comprises a memory 901, a processor 902 and a computer program stored on the memory and capable of being executed by the processor, wherein the processor 902 executes the computer program to realize the page picture display method according to the embodiment of the application.
According to the server provided by the embodiment of the application, before the page picture is sent to the mobile terminal, the page picture is firstly input into the display strategy model to obtain the corresponding display mode, and the display strategy model is used for determining the display mode of the picture in the page based on the habit of the user for viewing different page pictures, so that the input result of the model can better fit the use habit of the user, and then the corresponding first data is sent to the mobile terminal according to the first display mode to indicate the mobile terminal to display the first picture according to the first display mode, so that the personalized display mode of the page picture can be automatically determined.
The embodiment of the application provides a mobile terminal, and the page picture display device provided by the embodiment of the application can be integrated in the mobile terminal. Fig. 10 is a schematic structural diagram of a mobile terminal according to an embodiment of the present application. As shown in fig. 10, the mobile terminal 1000 may include: the system comprises a memory 1001, a processor 1002 and a computer program stored on the memory and capable of being executed by the processor, wherein the processor 1002 executes the computer program to realize the page picture display method according to the embodiment of the application.
According to the mobile terminal provided by the embodiment of the application, the page picture acquisition request is sent to the server, the server is instructed to pre-judge the display mode of the first picture by using the display strategy model before sending the first picture to the mobile terminal, then the data corresponding to the first picture is sent according to the display mode, the mobile terminal can determine the corresponding display mode according to the received data to display the first picture, and the first picture can be automatically displayed according to the personalized display mode.
Fig. 11 is a schematic structural diagram of another mobile terminal provided in an embodiment of the present application, and as shown in fig. 11, the mobile terminal may include: a housing (not shown), a memory 1101, a Central Processing Unit (CPU) 1102 (also called a processor, hereinafter referred to as CPU), a circuit board (not shown), and a power circuit (not shown). The circuit board is arranged in a space enclosed by the shell; the CPU1102 and the memory 1101 are disposed on the circuit board; the power supply circuit is used for supplying power to each circuit or device of the mobile terminal; the memory 1101 for storing executable program code; the CPU1102 runs a computer program corresponding to the executable program code by reading the executable program code stored in the memory 1101 to implement the steps of:
sending a page picture acquisition request to a server, wherein the page picture acquisition request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, determining a first display mode corresponding to the first picture according to an output result of the display strategy model, and sending first data corresponding to the first picture to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of a user for viewing different page pictures;
receiving the first data sent by the server;
and displaying the first picture in a page according to the first data in the first display mode.
The mobile terminal further includes: peripheral interfaces 1103, RF (Radio Frequency) circuitry 1105, audio circuitry 1106, speakers 1111, power management chip 1108, input/output (I/O) subsystems 1109, other input/control devices 1110, touch screen 1112, other input/control devices 1110, and external ports 1104, which communicate through one or more communication buses or signal lines 1107.
It should be understood that the illustrated mobile terminal 1100 is merely one example of a mobile terminal and that the mobile terminal 1100 may have more or fewer components than shown, may combine two or more components, or may have a different configuration of components. The various components shown in the figures may be implemented in hardware, software, or a combination of hardware and software, including one or more signal processing and/or application specific integrated circuits.
The following describes in detail the mobile terminal for displaying page pictures provided in this embodiment, where the mobile terminal is a mobile phone as an example.
A memory 1101, the memory 1101 being accessible by the CPU1102, the peripheral interface 1103, or the like, the memory 1101 may comprise high speed random access memory, and may also comprise non-volatile memory, such as one or more magnetic disk storage devices, flash memory devices, or other volatile solid state storage devices.
A peripheral interface 1103, the peripheral interface 1103 may connect input and output peripherals of the device to the CPU1102 and the memory 1101.
An I/O subsystem 1109, the I/O subsystem 1109 may connect input and output peripherals on the device, such as the touch screen 1112 and other input/control devices 1110, to the peripheral interface 1103. The I/O subsystem 1109 may include a display controller 11091 and one or more input controllers 11092 for controlling other input/control devices 1110. Where one or more input controllers 11092 receive electrical signals from or send electrical signals to other input/control devices 1110, the other input/control devices 1110 may include physical buttons (push buttons, rocker buttons, etc.), dials, slide switches, joysticks, click wheels, etc. It is noted that the input controller 11092 may be connected to any one of the following: a keyboard, an infrared port, a USB interface, and a pointing device such as a mouse.
A touch screen 1112, which touch screen 1112 is an input interface and an output interface between the user's mobile terminal and the user, displays visual output to the user, which may include graphics, text, icons, video, and the like.
The display controller 11091 in the I/O subsystem 1109 receives electrical signals from the touch screen 1112 or sends electrical signals to the touch screen 1112. The touch screen 1112 detects a contact on the touch screen, the display controller 11091 converts the detected contact into an interaction with a user interface object displayed on the touch screen 1112, i.e., implements a human-machine interaction, and the user interface object displayed on the touch screen 1112 may be an icon for running a game, an icon networked to a corresponding network, or the like. It is worth mentioning that the device may also comprise a light mouse, which is a touch sensitive surface that does not show visual output, or an extension of the touch sensitive surface formed by the touch screen.
The RF circuit 1105 is mainly used to establish communication between the mobile phone and the wireless network (i.e., network side), and implement data reception and transmission between the mobile phone and the wireless network. Such as sending and receiving short messages, e-mails, etc. In particular, RF circuit 1105 receives and transmits RF signals, also referred to as electromagnetic signals, through which RF circuit 1105 converts electrical signals to or from electromagnetic signals and communicates with a communication network and other devices. The RF circuitry 1105 may include known circuitry for performing these functions including, but not limited to, an antenna system, an RF transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, a CODEC (CODEC) chipset, a Subscriber Identity Module (SIM), and so forth.
The audio circuit 1106 is mainly used to receive audio data from the peripheral interface 1103, convert the audio data into an electric signal, and transmit the electric signal to the speaker 1111.
The speaker 1111 is configured to restore the voice signal received by the mobile phone from the wireless network through the RF circuit 1105 to sound and play the sound to the user.
And a power management chip 1108 for supplying power and managing power to the hardware connected to the CPU1102, the I/O subsystem, and the peripheral interface.
The page picture display device, the storage medium and the server provided by the embodiments can execute the corresponding page picture display method provided by the embodiments of the present application through the mobile terminal, and have the corresponding functional modules and beneficial effects for executing the method. For technical details that are not described in detail in the above embodiments, reference may be made to a page picture display method provided in any embodiment of the present application.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present application and the technical principles employed. It will be understood by those skilled in the art that the present application is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the application. Therefore, although the present application has been described in more detail with reference to the above embodiments, the present application is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present application, and the scope of the present application is determined by the scope of the appended claims.
Claims (13)
1. A page picture display method is characterized by comprising the following steps:
receiving a page picture acquisition request sent by a mobile terminal, and determining a first picture to be sent according to the page picture acquisition request;
inputting the first picture into a display strategy model, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of viewing different page pictures by a user;
determining a first display mode corresponding to the first picture according to the output result of the display strategy model;
sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in a page according to the first display mode;
wherein the method further comprises:
receiving habit information of a user for checking different page pictures sent by the mobile terminal;
and training and updating the display strategy model according to the habit information.
2. The method according to claim 1, wherein the display modes include at least two of an original image display mode, a thumbnail display mode, a template display mode, and a hidden display mode;
the sending of the first data corresponding to the first picture to the mobile terminal according to the first display mode includes at least two of the following:
when the first display mode is an original image display mode, sending original image data corresponding to the first picture to the mobile terminal according to the first display mode;
when the first display mode is a thumbnail display mode, sending compressed image data corresponding to the first picture to the mobile terminal according to the first display mode;
when the first display mode is a template display mode, sending indication information of the template display mode corresponding to the first picture to the mobile terminal according to the first display mode;
and when the first display mode is a hidden display mode, sending indication information of the hidden display mode to the mobile terminal according to the first display mode.
3. The method of claim 1, wherein the habit information comprises at least one of:
switching information of display modes of the pictures, duration for viewing the pictures and times for viewing the pictures.
4. The method according to claim 1, wherein after determining the first picture to be displayed according to the page picture acquisition request sent by the mobile terminal, the method further comprises:
acquiring first text information related to the first picture in a page to which the first picture belongs;
the inputting the first picture into a display strategy model comprises:
and inputting the first picture and the first text information into a display strategy model.
5. The method according to claim 1, wherein determining the first display mode corresponding to the first picture according to the output result of the display policy model comprises:
acquiring browsing heat information of the first picture;
and determining a first display mode corresponding to the first picture according to the browsing heat information and the output result of the display strategy model.
6. A page picture display method is characterized by comprising the following steps:
sending a page picture acquisition request to a server, wherein the page picture acquisition request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, determining a first display mode corresponding to the first picture according to an output result of the display strategy model, and sending first data corresponding to the first picture to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of a user for viewing different page pictures;
receiving the first data sent by the server;
displaying the first picture in a page according to the first data in the first display mode;
wherein the method further comprises:
acquiring habit information of a user for checking page pictures through the mobile terminal;
and sending the habit information to the server, wherein the habit information is used for indicating the server to train and update the display strategy model according to the habit information.
7. The method according to claim 6, wherein the display modes include at least two of an original image display mode, a thumbnail display mode, and a template display mode; the first data comprises at least two of original image data corresponding to the first picture, compressed image data corresponding to the first picture, and indication information of a template display mode and indication information of a hidden display mode corresponding to the first picture;
the displaying the first picture in the page according to the first data in the first display mode includes at least two of the following items:
when the first data is original image data corresponding to the first picture, displaying an original image of the first picture in a page according to the original image data corresponding to the first picture;
when the first data is compressed image data corresponding to the first picture, displaying a thumbnail image of the first picture in a page according to the compressed image data corresponding to the first picture;
when the first data is the indication information of the template display mode corresponding to the first picture, displaying the picture template corresponding to the first picture in a page according to the indication information of the template display mode;
and when the first data is indication information of a hidden display mode, shielding the display of the first picture according to the indication information of the hidden display mode.
8. A page picture display device configured in a server, comprising:
the image determining module is used for receiving a page image obtaining request sent by the mobile terminal and determining a first image to be sent according to the page image obtaining request;
the model input module is used for inputting the first picture into a display strategy model, and the display strategy model is used for determining the display mode of the picture in the page based on the habit of viewing different page pictures by a user;
the display mode determining module is used for determining a first display mode corresponding to the first picture according to the output result of the display strategy model;
the data sending module is used for sending first data corresponding to the first picture to the mobile terminal according to the first display mode, wherein the first data is used for indicating the mobile terminal to display the first picture in a page according to the first display mode;
the habit information receiving module is used for receiving habit information of different page pictures checked by a user and sent by the mobile terminal;
and the model updating module is used for training and updating the display strategy model according to the habit information.
9. A page picture display device configured in a mobile terminal, comprising:
the device comprises a request sending module, a page picture obtaining module and a display strategy module, wherein the request sending module is used for sending a page picture obtaining request to a server, the page picture obtaining request is used for indicating the server to determine a first picture to be sent and inputting the first picture to a display strategy model, a first display mode corresponding to the first picture is determined according to an output result of the display strategy model, and first data corresponding to the first picture is sent to a mobile terminal according to the first display mode, wherein the display strategy model is used for determining the display mode of the picture in a page based on the habit of viewing different page pictures by a user;
the data receiving module is used for receiving the first data sent by the server;
the display control module is used for displaying the first picture in a page according to the first data in the first display mode;
the habit information acquisition module is used for acquiring habit information of a user for checking page pictures through the mobile terminal;
and the habit information sending module is used for sending the habit information to the server, and the habit information is used for indicating the server to train and update the display strategy model according to the habit information.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the page picture display method according to any one of claims 1 to 5.
11. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the page picture display method according to any one of claims 6 to 7.
12. A server comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the page picture display method according to any one of claims 1 to 5 when executing the computer program.
13. A mobile terminal, characterized in that it comprises a memory, a processor and a computer program stored on the memory and executable on the processor, said processor implementing the page picture display method according to any one of claims 6-7 when executing said computer program.
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| CN110399581B (en) * | 2019-07-23 | 2021-11-02 | 中南民族大学 | Page rendering method, equipment, storage medium and device based on machine learning |
| CN110457588A (en) * | 2019-08-19 | 2019-11-15 | 上海安吉星信息服务有限公司 | A kind of service content display processing method and device |
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| CN111813810A (en) * | 2020-06-24 | 2020-10-23 | 深圳市元征科技股份有限公司 | Data stream display method, data stream display device and diagnostic equipment |
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