CN111241451A

CN111241451A - Webpage processing method and device, computer equipment and storage medium

Info

Publication number: CN111241451A
Application number: CN202010036643.7A
Authority: CN
Inventors: 孙辉; 李思达; 白若男; 张玉洁; 张雨琪; 王启明; 姚兰; 仇希如
Original assignee: Beijing Sankuai Online Technology Co Ltd
Current assignee: Beijing Sankuai Online Technology Co Ltd
Priority date: 2020-01-14
Filing date: 2020-01-14
Publication date: 2020-06-05

Abstract

The application discloses a webpage processing method and device, computer equipment and a storage medium, and belongs to the technical field of internet. The method comprises the following steps: displaying a first webpage in a Hybrid application based on a user identifier of a logged Hybrid application; determining the probability of jumping from the first webpage to a target webpage according to the historical behavior data of the user identifier; determining a processing mode of the target webpage according to the probability, wherein the processing mode indicates at least one of whether the target webpage is loaded or the progress of loading the target webpage when the first webpage is displayed; and processing the page according to the processing mode of the target webpage. The method comprises the steps of analyzing historical behavior data of a user, obtaining the probability of the user accessing a target webpage, determining whether the target webpage is loaded and the progress of loading the target webpage according to the probability, and reducing the problem of resource waste caused by preloading as much as possible.

Description

Webpage processing method and device, computer equipment and storage medium

Technical Field

The present application relates to the field of internet technologies, and in particular, to a method and an apparatus for processing a web page, a computer device, and a storage medium.

Background

With the continuous development of internet technology, a user can access a webpage to acquire information, and in order to maintain the continuity of information acquisition, the webpage and the webpage can jump to each other, but when jumping from one webpage to another webpage, the user needs to wait for the completion of loading of the other webpage before displaying the other webpage.

In order to reduce the time for a user to wait for loading a web page, in the related art, when the user browses a first web page, a target web page of the first web page is preloaded, and when a trigger operation on the target web page is received, the preloaded target web page is displayed.

Disclosure of Invention

The embodiment of the application provides a webpage processing method, a webpage processing device, computer equipment and a storage medium, and can reduce the problem of resource waste caused by preloading of webpages as much as possible. The technical scheme is as follows:

in one aspect, a method for processing a web page is provided, and the method includes:

displaying a first webpage in a Hybrid application based on a user identifier of a logged Hybrid application;

determining the probability of jumping from the first webpage to a target webpage according to the historical behavior data of the user identifier;

determining a processing mode of the target webpage according to the probability, wherein the processing mode indicates at least one of whether the target webpage is loaded or the progress of loading the target webpage when the first webpage is displayed;

and processing the page according to the processing mode of the target webpage.

In one possible implementation manner, the determining, according to the historical behavior data of the user identifier, a probability of jumping from the first webpage to the target webpage includes:

acquiring historical behavior data of the user identifier, wherein the historical behavior data comprises the display times of the first webpage and the jump times of jumping from the first webpage to the target webpage;

and carrying out statistical processing on the display times and the jump times to obtain the probability.

In a possible implementation manner, the statistically processing the display times and the skip times to obtain the probability includes:

adjusting the display times according to the difference value between the historical display time and the current time of the first webpage;

adjusting the jumping times according to the difference value between the historical time for jumping from the first webpage to the target webpage and the current time;

and carrying out statistical processing on the adjusted display times and the adjusted jump times to obtain the probability.

In one possible implementation manner, the obtaining the historical behavior data of the user includes:

and acquiring historical behavior data of the user in a preset time period before the current time.

In a possible implementation manner, the determining, according to the probability, a processing manner of the target webpage includes:

determining a probability interval to which the probability belongs;

and determining a processing mode corresponding to the probability intervals according to a preset corresponding relation, wherein the preset corresponding relation comprises the processing modes corresponding to a plurality of probability intervals for the target webpage.

In one possible implementation, the processing means includes: at least one of not loading the target webpage, initializing a webpage view corresponding to the target webpage, loading webpage data of the target webpage, and rendering the target webpage.

when the probability is smaller than a first probability threshold, determining that the processing mode corresponding to the probability interval is to load the target webpage;

when the probability is not less than the first probability threshold and less than a second probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage;

when the probability is not less than the second probability threshold and less than a third probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage and load the webpage data of the target webpage;

when the probability is not less than the third probability threshold, determining a processing mode corresponding to the probability interval as initializing a webpage view corresponding to the target webpage, loading webpage data of the target webpage and rendering the target webpage according to the webpage data of the target webpage.

if the first webpage comprises a plurality of webpage links, determining the probability of jumping from the first webpage to the webpage corresponding to each webpage link according to the historical behavior data of the user identification;

and determining the webpage with the highest probability as the target webpage.

In one aspect, a web page processing apparatus is provided, the apparatus including:

the display module is used for displaying a first webpage in the Hybrid application based on a user identifier of the logged Hybrid application;

the determining module is used for determining the probability of jumping from the first webpage to a target webpage according to the historical behavior data of the user identifier;

the determining module is further configured to determine a processing mode of the target webpage according to the probability, where the processing mode indicates at least one of whether to load the target webpage or a progress of loading the target webpage when the first webpage is displayed;

and the processing module is used for processing the page according to the processing mode of the target webpage.

In one possible implementation, the determining module includes:

an obtaining unit, configured to obtain historical behavior data of the user identifier, where the historical behavior data includes display times of the first web page and jump times from the first web page to the target web page;

and the statistical unit is used for performing statistical processing on the display times and the jump times to obtain the probability.

In a possible implementation manner, the statistical unit is configured to adjust the display times according to a difference between a historical display time of the first webpage and a current time; adjusting the jumping times according to the difference value between the historical time for jumping from the first webpage to the target webpage and the current time; and carrying out statistical processing on the adjusted display times and the adjusted jump times to obtain the probability.

In a possible implementation manner, the obtaining unit is configured to obtain historical behavior data of the user within a preset time period before a current time.

In one possible implementation, the determining module includes:

a first determining unit, configured to determine a probability interval to which the probability belongs;

and the second determining unit is used for determining the processing modes corresponding to the probability intervals according to preset corresponding relations, wherein the preset corresponding relations comprise the processing modes corresponding to the probability intervals for the target webpage.

In a possible implementation manner, the determining module is configured to determine, when the probability is smaller than a first probability threshold, that a processing manner corresponding to the probability interval is to load the target web page;

the determining module is configured to determine, when the probability is not smaller than the first probability threshold and smaller than a second probability threshold, that the processing manner corresponding to the probability interval is to initialize the web view corresponding to the target web page;

the determining module is configured to determine, when the probability is not smaller than the second probability threshold and smaller than a third probability threshold, that the processing manner corresponding to the probability interval is to initialize the web page view corresponding to the target web page and load the web page data of the target web page;

the determining module is configured to determine, when the probability is not smaller than the third probability threshold, that the processing manner corresponding to the probability interval is to initialize the web page view corresponding to the target web page, load the web page data of the target web page, and render the target web page according to the web page data of the target web page.

In a possible implementation manner, the determining module is configured to determine, according to historical behavior data of the user identifier, a probability of jumping from the first webpage to a webpage corresponding to each webpage link if the first webpage includes a plurality of webpage links; and determining the webpage with the highest probability as the target webpage.

In one aspect, a computer device is provided and includes one or more processors and one or more memories, where at least one instruction is stored in the one or more memories and loaded by the one or more processors and executed to implement the operations performed by the web page processing method according to any of the above possible implementations.

In one aspect, a computer-readable storage medium is provided, in which at least one instruction is stored, and the at least one instruction is loaded and executed by a processor to implement the operations performed by the web page processing method according to any one of the above possible implementation manners.

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

according to the webpage processing method provided by the embodiment of the application, the probability of the terminal user accessing the target webpage in the first webpage is determined according to the historical behavior data of the user identification, and whether the target webpage is pre-loaded and the progress of the target webpage is pre-loaded are determined according to the probability, so that the processing is performed according to the determined result, the problem of resource waste caused by pre-loading is reduced as much as possible, the waiting time of the terminal user is reduced as much as possible if the terminal user accesses the target webpage in the first webpage, and good experience is provided for the terminal user.

Drawings

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

FIG. 1 is a schematic diagram of an implementation environment provided by an embodiment of the present application;

fig. 2 is a flowchart of a web page processing method provided in an embodiment of the present application;

fig. 3 is a flowchart of a web page processing method provided in an embodiment of the present application;

FIG. 4 is a diagram illustrating a relationship between a first webpage and a target webpage according to an embodiment of the present application;

FIG. 5 is a flowchart of loading a web page according to an embodiment of the present application;

FIG. 6 is a flowchart of preloading a target webpage according to an embodiment of the present application;

FIG. 7 is a flowchart of preloading a target webpage according to an embodiment of the present application;

fig. 8 is a schematic structural diagram of a web page processing apparatus according to an embodiment of the present application;

fig. 9 is a schematic structural diagram of a web page processing apparatus according to an embodiment of the present application;

fig. 10 is a schematic structural diagram of a terminal provided in an embodiment of the present application;

fig. 11 is a schematic structural diagram of a server according to an embodiment of the present application.

Detailed Description

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

The web page processing method provided by the embodiment of the application can be applied to computer equipment, the computer equipment can be any terminal such as a mobile phone, a tablet computer, a desktop computer and the like, a user can access a web page on the terminal, and fig. 1 is a schematic diagram of an implementation environment provided by the embodiment of the application. Referring to fig. 1, the implementation environment includes: a terminal 101 and a server 102.

The terminal 101 may be any electronic device such as a mobile phone, a tablet computer, and a desktop computer, which is equipped with a target application function, and the server 102 may be a server, a server cluster formed by a plurality of servers, or a cloud computing server center, which is not limited in this embodiment of the present application.

The method includes that a user can access a first webpage through an application or a browser installed on a terminal, the terminal can send a webpage acquisition request to a server after receiving triggering operation of the user on the first webpage, the server sends webpage data of the first webpage to the terminal, and the terminal renders the first webpage based on the webpage data of the first webpage.

The webpage processing method provided by the embodiment of the application can be at least applied to the following scenes:

for example, in Hybrid (Hybrid) mode mobile applications:

the browser kernel is packaged in the Hybrid application, and a user can access the webpage in the Hybrid application through the browser kernel.

Fig. 2 is a flowchart of a web page processing method according to an embodiment of the present application. Applied to a terminal, referring to fig. 2, the embodiment includes:

201. and displaying a first webpage in the Hybrid application based on the user identification of the login Hybrid application.

202. And determining the probability of jumping from the first webpage to a target webpage according to the historical behavior data of the user identifier.

203. And determining a processing mode of the target webpage according to the probability, wherein the processing mode indicates at least one of whether the target webpage is loaded or the progress of loading the target webpage when the first webpage is displayed.

204. And processing the page according to the processing mode of the target webpage.

In one possible implementation, the determining the probability of jumping from the first webpage to the target webpage according to the historical behavior data of the user identification includes:

In a possible implementation manner, the statistically processing the display times and the jump times to obtain the probability includes:

In one possible implementation, the obtaining historical behavior data of the user includes:

determining a probability interval to which the probability belongs;

and determining a processing mode corresponding to the probability interval according to a preset corresponding relation, wherein the preset corresponding relation comprises the processing modes corresponding to a plurality of probability intervals for the target webpage.

when the probability is not less than the third probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage, load the webpage data of the target webpage, and render the target webpage according to the webpage data of the target webpage.

and determining the webpage with the highest probability as the target webpage.

All the above optional technical solutions may be combined arbitrarily to form the optional embodiments of the present disclosure, and are not described herein again.

Fig. 3 is a flowchart of a web page processing method according to an embodiment of the present application. Referring to fig. 3, the embodiment includes:

301. the terminal displays a first webpage in the Hybrid application based on the user identification of the login Hybrid application.

The first webpage may be the first webpage accessed by the user in the process of using the Hybrid application this time, or may be any webpage in the process of using the Hybrid application. For example, when the user accesses a web page using the Hybrid application, the first web page may be the first web page displayed after entering the Hybrid application, or may be any other web page provided by the Hybrid application.

When a user uses a Hybrid application, a corresponding user account may be registered, so that the server can manage historical behavior data of the user based on the user account, and the user identifier may be any identifier that determines a unique user Identity, such as a user account, a user ID (Identity), and the like. When the user does not register the user account, the Hybrid application can allocate the tourist identities for the user, each tourist identity corresponds to one user identifier, and different user identities can be distinguished through the user identifiers.

The terminal displays the first webpage of the Hybrid application based on the user identification of the logged Hybrid application to indicate that a user corresponding to the user identification is using the terminal to access the first webpage, or indicates that the terminal logged in based on the user identification is accessing the first webpage.

In one possible implementation manner, the displaying, by the terminal, the first webpage in the Hybrid application based on the user identifier of the logged Hybrid application may include: and displaying the first webpage corresponding to the type according to the type of the user identifier. For example, when the type of the user identifier is a registered user account, a first webpage set for the registered user may be displayed; when the type of the user identification is a guest account, a first webpage set for the guest may be displayed. The loading of different webpages through the same webpage link is realized.

In another possible implementation manner, the displaying, by the terminal, the first webpage in the Hybrid application based on the user identifier of the logged Hybrid application may include: and displaying a first webpage corresponding to the attribution according to the attribution of the user identification. For example, when the attribution of the user identifier is a target area, a first webpage corresponding to the target area may be displayed; when the attribution of the user identification does not belong to the target area, a first webpage corresponding to the non-target area can be displayed.

For example, the service provided by the application in the target region is different from the service provided in other regions, and therefore, the display contents of the corresponding web pages are also different.

302. And the terminal determines the probability of jumping from the first webpage to the target webpage according to the historical behavior data of the user identifier.

The historical behavior data is record data generated in the using process of the end user, such as the time of the user accessing the webpage A, the times of the user accessing the webpage A, the display times of the webpage A and the like. The embodiment of the present application does not limit the historical behavior data. After the terminal generates the historical behavior data, the historical behavior data and the user identifier of the terminal are correspondingly stored, and the historical behavior data can be regarded as the historical behavior data of the user identifier.

As shown in fig. 4, the first web page may include web page links of other web pages, and the target web page is a web page corresponding to the web page link. Since the first webpage includes the webpage link of the target webpage, the end user can access the target webpage in the first webpage. Therefore, according to the historical behavior data of the user identification, the probability that the terminal user accesses the target webpage in the first webpage can be determined.

Therefore, in a possible implementation manner, the determining, by the terminal, the probability of jumping from the first webpage to the target webpage according to the historical behavior data of the user identifier may include: and acquiring historical behavior data of the user identifier, wherein the historical behavior data comprises the display times of the first webpage and the jump times of jumping from the first webpage to the target webpage, and performing statistical processing on the display times and the jump times to obtain the probability.

When obtaining the historical behavior data of the user identifier, all the historical behavior data corresponding to the user identifier may be obtained, and also the historical behavior data in a preset time period before the current time may be obtained, for example, the historical behavior data of the previous 3 months, the historical behavior data of the previous half year, and the like are obtained.

The historical behavior data may directly include the number of times the first webpage is displayed, or may be extracted based on the historical behavior data of the user. For example, the historical behavior data includes a record of the user clicking a web link of the first web page, and the number of times of clicking the web link of the first web page can be used as the number of times of displaying the first web page by the terminal according to the record of the user clicking the web link of the first web page in a preset time period.

In addition, when a user accesses a web page, the terminal needs to wait for the completion of loading the web page to access the content of the web page, and the user may stop accessing the first web page before the first web page is displayed after clicking the web page link of the first web page due to misoperation or temporary change of ideas and the like, so that the web page link of the first web page is clicked, the first web page is not displayed, and the terminal user cannot click the web page link of a target web page in the first web page. Therefore, the number of times that the terminal loads the first webpage and displays the first webpage can be used as the display number of the first webpage.

The number of the jumps can be obtained according to the number of times that the web link of the target web page in the first web page is clicked, or according to the number of times that the web link of the target web page in the first web page is clicked and the target web page is loaded and displayed by the terminal, which is similar to the display number of times, and is not repeated here.

In a possible implementation manner, the statistical processing of the display times and the skip times to obtain the probability may include: and taking the ratio of the jumping times to the display times as the probability of the terminal accessing the target webpage in the first webpage. For example, if the number of times the first web page is displayed is 100 and the number of times the first web page is skipped is 80, the probability that the end user will access the target web page in the first web page is 80%.

In addition, the more recent historical behavior data is from the current time, the higher the reference value is, so in another possible implementation manner, the display times and the jump times are statistically processed to obtain the probability, including: adjusting the display times according to the difference value between the historical display time and the current time of the first webpage; adjusting the jumping times according to the difference value between the historical time for jumping from the first webpage to the target webpage and the current time; and carrying out statistical processing on the adjusted display times and the adjusted jump times to obtain the probability of the terminal user accessing the target webpage in the first webpage.

The adjusting the display times according to the difference between the historical display time of the first webpage and the current time may include: and according to the difference value between the historical display time and the current time of the first webpage, distributing weights to the display times of different times, wherein the smaller the difference value between the historical display time and the current time is, the higher the weight is. For example, the display frequency of the first web page is the display frequency of the first 3 months, the display frequency of the first month is 0.2 in weight, the display frequency of the second month is 0.3 in weight, and the display frequency of the third month is 0.5 in weight. For another example, the first web page is calculated according to 0.6 time when displayed once in the first month, the first web page is calculated according to 0.8 time when displayed once in the second month, and the first web page is calculated according to 1 time when displayed once in the third month.

In addition, adjusting the number of jumping times according to a difference between a historical time of the first webpage jumping to the target webpage and a current time may include: and distributing weights for the jumping times of different times according to the difference between the historical time of the first webpage jumping to the target webpage and the current time, wherein the smaller the difference is, the larger the weight is. The way of assigning weights to the jumping times at different times according to the difference between the historical time of the first webpage jumping to the target webpage and the current time is similar to the way of assigning weights to the displaying times at different times according to the difference between the historical displaying time of the first webpage and the current time, and is not repeated here.

303. The terminal determines a probability interval to which the probability belongs.

After the probability is calculated, the probability interval to which the probability belongs can be determined according to the preset probability intervals, which is equivalent to determining the probability indicating the possibility that the terminal user accesses the target webpage from the first webpage.

The probability interval on the terminal can be configured by the terminal user, or can be default by the system. For example, the end user may set at least one probability threshold by which 0 to 1 is divided into a plurality of probability intervals.

For example, at least one of the probability thresholds is 0.2, 0.4, 0.6, and 0.8, and 5 probability intervals are divided by the 4 probability thresholds, which are [0, 0.2), [0.2, 0.4), [0.4, 0.6), [0.6, 0.8), [0.8, 1], respectively, where a probability of [0, 0.2) may indicate that the probability of the end user accessing the target web page in the first web page is low, a probability of [0.2, 0.4) may indicate that the probability of the end user accessing the target web page in the first web page is low, a probability of [0.4, 0.6) may indicate that the probability of the end user accessing the target web page in the first web page is medium, a probability of [0.6, 0.8) may indicate that the probability of the end user accessing the target web page in the first web page is high, and a probability of [0.8, 1] may indicate that the probability of the end user accessing the target web page in the first web page is high.

304. And the terminal determines a processing mode corresponding to the probability interval according to the preset corresponding relation.

In one possible implementation, the processing manner may include at least one of not loading the target web page, initializing a web page view corresponding to the target web page, loading web page data of the target web page, and rendering the target web page.

As shown in fig. 5, when a terminal user accesses a web page using a Hybrid application, webview initialization needs to be performed first, the terminal establishes a communication connection with a server, loads a static resource according to the web page view after initialization is completed, performs parsing on a script of the static resource after the static resource is acquired, and then acquires a dynamic resource of the web page to complete rendering of the web page.

The static resources may include: HTML (HyperText Markup Language) files, JS (JavaScript ) files, and CSS (Cascading Style Sheets). The HTML file is used for providing specific content of the webpage, the JS file is used for achieving initialization of the control on the webpage and all functional method interfaces, and the CSS file is used for defining the style corresponding to the control.

In the related art, when a terminal user accesses a first webpage, the terminal directly initializes the webpage view and loads static resources of a target webpage, and when the terminal user does not access the target webpage in the first webpage, resource waste is caused. In the embodiment of the application, whether the target webpage is loaded and the progress of loading the target webpage can be determined according to the possibility that the terminal user accesses the second webpage in the first webpage, so that different probability intervals can correspond to different processing modes.

In one possible implementation manner, as shown in fig. 6 and 7, when the probability is smaller than the first probability threshold, determining that the processing manner corresponding to the probability interval is not to load the target web page; when the probability is not less than the first probability threshold and less than the second probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage; when the probability is not less than the second probability threshold and less than a third probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage and load the webpage data of the target webpage; when the probability is not less than the third probability threshold, determining that the processing mode corresponding to the probability interval is to initialize the webpage view corresponding to the target webpage, load the webpage data of the target webpage and render the target webpage according to the webpage data of the target webpage.

The first probability threshold, the second probability threshold and the third probability threshold are sequentially increased in an increasing mode, when the probability that the terminal user accesses the target webpage from the first webpage is low, the target webpage is not loaded in advance, when the probability that the terminal user accesses the target webpage from the first webpage reaches a certain value, the target webpage is loaded in advance, and along with the increase of the probability that the terminal user accesses the target webpage from the first webpage, the progress of loading the target webpage by the terminal is also continuously improved.

The loading of the web page data of the target web page may include: and loading the static resource data and the dynamic resource data of the target webpage. It should be noted that, in the embodiment of the present application, only four probability intervals and four processing manners are used, a probability interval to which a probability belongs is determined according to a probability that a terminal user accesses a target webpage in a first webpage, and a processing manner corresponding to the probability interval is determined according to a preset corresponding relationship between the probability interval and the processing manner, so as to perform an operation example according to the processing manner, where the preset corresponding relationship may include processing manners of the target webpage corresponding to a plurality of probability intervals, and a specific processing manner and a specific probability interval are not limited in the present application. For example, the processing manner may further include: initializing the webpage view and loading the static resources of the target webpage, initializing the webpage view and loading the static resources and the dynamic resources of the target webpage, and the like.

In addition, the webpage processing method provided by the application can be applied to a browser, and when a terminal user accesses the first webpage in the browser, the terminal can determine whether to preload the target webpage and the progress of preloading the target webpage according to the probability that the terminal user accesses the target webpage in the first webpage. For example, when the probability is smaller than the first probability threshold, the terminal does not load the target webpage in advance; when the probability is not smaller than the first probability threshold and is smaller than the second probability threshold, the terminal loads webpage data of a target webpage in advance; and when the probability is not less than the second probability threshold and is less than the third probability threshold, the terminal loads webpage data of the target webpage in advance and renders the target webpage according to the loaded webpage data.

305. And the terminal processes the page according to the processing mode of the target webpage.

After the processing mode of the target webpage is determined, processing can be carried out according to the processing mode. And if the processing mode is not to load the target webpage, the terminal does not execute the preloading operation. And if the processing mode indicates to initialize the webpage view, the terminal initializes the webpage view of the target webpage. If the processing mode indicates to initialize the webpage view and load the webpage data, the terminal initializes the webpage view of the target webpage and loads the webpage data of the target webpage after the initialization is completed. If the processing mode indicates to initialize the webpage view, load the webpage data and render the target webpage according to the webpage data, the terminal initializes the webpage view of the target webpage, loads the webpage data of the target webpage after the initialization is completed, and renders the target webpage according to the webpage data after the webpage data is loaded.

It should be noted that, in the embodiment of the present application, the preloading manner is only exemplarily illustrated by the target webpage of the first webpage. In another embodiment, the first webpage comprises a plurality of webpage links, the probability of jumping from the first webpage to the webpage corresponding to each webpage link is determined according to historical behavior data of the user identification, and the webpage with the highest probability is determined as the target webpage.

In another embodiment, the first webpage comprises a plurality of webpage links, the probability of jumping from the first webpage to the webpage corresponding to each webpage link is determined according to historical behavior data of user identification, the webpage corresponding to each webpage link is used as a target webpage, the processing mode of the target webpage is determined according to the probability of jumping from the first webpage to the target webpage is executed for each target webpage, and processing is performed according to the processing mode of each target webpage.

Fig. 8 is a schematic structural diagram of a web page processing apparatus according to an embodiment of the present application, and as shown in fig. 8, the apparatus includes:

the display module 801 is used for displaying a first webpage in the Hybrid application based on the user identifier of the logged Hybrid application;

a determining module 802, configured to determine, according to the historical behavior data of the user identifier, a probability of jumping from the first webpage to a target webpage;

the determining module 802 is further configured to determine, according to the probability, a processing manner of the target webpage, where the processing manner indicates at least one of whether to load the target webpage or a progress of loading the target webpage when the first webpage is displayed;

the processing module 803 is configured to perform page processing according to the processing mode of the target webpage.

As shown in fig. 9, in one possible implementation, the determining module 802 includes:

an obtaining unit 8021, configured to obtain historical behavior data of the user identifier, where the historical behavior data includes display times of the first web page and jump times from the first web page to the target web page;

a statistical unit 8022, configured to perform statistical processing on the display times and the jump times to obtain the probability.

In a possible implementation manner, the statistical unit 8022 is configured to adjust the display times according to a difference between the historical display time of the first webpage and the current time; adjusting the jumping times according to the difference value between the historical time for jumping from the first webpage to the target webpage and the current time; and carrying out statistical processing on the adjusted display times and the adjusted jump times to obtain the probability.

In a possible implementation manner, the obtaining unit 8021 is configured to obtain historical behavior data of the user in a preset time period before the current time.

In one possible implementation, the processing means includes: at least one of the target webpage is not loaded, the webpage view corresponding to the target webpage is initialized, the webpage data of the target webpage are loaded, and the target webpage is rendered.

In one possible implementation, the determining module 802 includes:

a first determining unit 8023, configured to determine a probability interval to which the probability belongs;

the second determining unit 8024 is configured to determine, according to a preset corresponding relationship, a processing manner corresponding to the probability interval, where the preset corresponding relationship includes processing manners corresponding to multiple probability intervals for the target web page.

In a possible implementation manner, the determining module 802 is configured to determine, when the probability is smaller than a first probability threshold, that a processing manner corresponding to the probability interval is to load the target web page;

a determining module 802, configured to determine, when the probability is not smaller than the first probability threshold and smaller than a second probability threshold, that the processing manner corresponding to the probability interval is to initialize the web view corresponding to the target web page;

a determining module 802, configured to determine, when the probability is not smaller than the second probability threshold and smaller than a third probability threshold, that the processing manner corresponding to the probability interval is to initialize the web page view corresponding to the target web page and load the web page data of the target web page;

a determining module 802, configured to determine, when the probability is not smaller than the third probability threshold, that the processing manner corresponding to the probability interval is to initialize the web page view corresponding to the target web page, load the web page data of the target web page, and render the target web page according to the web page data of the target web page.

In a possible implementation manner, the determining module 802 is configured to determine, according to historical behavior data of the user identifier, a probability of jumping from the first webpage to a webpage corresponding to each webpage link if the first webpage includes a plurality of webpage links; and determining the webpage with the highest probability as the target webpage.

It should be noted that: in the web page processing apparatus provided in the above embodiment, when processing a web page, only the division of the above functional modules is exemplified, and in practical applications, the above function distribution may be completed by different functional modules according to needs, that is, the internal structure of the device is divided into different functional modules to complete all or part of the above described functions. In addition, the web page processing apparatus provided in the foregoing embodiment and the web page processing method embodiment belong to the same concept, and specific implementation processes thereof are described in the method embodiment and are not described herein again.

Fig. 10 shows a block diagram of a terminal 1000 according to an exemplary embodiment of the present application. The terminal 1000 can be: a smart phone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio layer iii, motion video Experts compression standard Audio layer 3), an MP4 player (Moving Picture Experts Group Audio layer IV, motion video Experts compression standard Audio layer 4), a notebook computer, or a desktop computer. Terminal 1000 can also be referred to as user equipment, portable terminal, laptop terminal, desktop terminal, or the like by other names.

In general, terminal 1000 can include: a processor 1001 and a memory 1002.

Processor 1001 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and so forth. The processor 1001 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 1001 may also include a main processor and a coprocessor, where the main processor is a processor for processing data in an awake state, and is also referred to as a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 1001 may be integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content required to be displayed on the display screen. In some embodiments, the processor 1001 may further include an AI (Artificial Intelligence) processor for processing a computing operation related to machine learning.

Memory 1002 may include one or more computer-readable storage media, which may be non-transitory. The memory 1002 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in the memory 1002 is used to store at least one instruction for execution by the processor 1001 to implement the web page processing method provided by the method embodiments of the present application.

In some embodiments, terminal 1000 can also optionally include: a peripheral interface 1003 and at least one peripheral. The processor 1001, memory 1002 and peripheral interface 1003 may be connected by a bus or signal line. Various peripheral devices may be connected to peripheral interface 1003 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 1004, touch screen display 1005, camera 1006, audio circuitry 1007, positioning components 1008, and power supply 1009.

The peripheral interface 1003 may be used to connect at least one peripheral related to I/O (Input/Output) to the processor 1001 and the memory 1002. In some embodiments, processor 1001, memory 1002, and peripheral interface 1003 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 1001, the memory 1002, and the peripheral interface 1003 may be implemented on separate chips or circuit boards, which are not limited by this embodiment.

The Radio Frequency circuit 1004 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 1004 communicates with communication networks and other communication devices via electromagnetic signals. The radio frequency circuit 1004 converts an electrical signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 1004 comprises: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 1004 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: metropolitan area networks, various generation mobile communication networks (2G, 3G, 4G, and 5G), wireless local area networks, and/or WiFi, wireless fidelity) networks. In some embodiments, the rf circuit 1004 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.

The display screen 1005 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 1005 is a touch display screen, the display screen 1005 also has the ability to capture touch signals on or over the surface of the display screen 1005. The touch signal may be input to the processor 1001 as a control signal for processing. At this point, the display screen 1005 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, display screen 1005 can be one, providing a front panel of terminal 1000; in other embodiments, display 1005 can be at least two, respectively disposed on different surfaces of terminal 1000 or in a folded design; in still other embodiments, display 1005 can be a flexible display disposed on a curved surface or on a folded surface of terminal 1000. Even more, the display screen 1005 may be arranged in a non-rectangular irregular figure, i.e., a shaped screen. The Display screen 1005 may be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and the like.

The camera assembly 1006 is used to capture images or video. Optionally, the camera assembly 1006 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 1006 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.

The audio circuit 1007 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 1001 for processing or inputting the electric signals to the radio frequency circuit 1004 for realizing voice communication. For stereo sound collection or noise reduction purposes, multiple microphones can be provided, each at a different location of terminal 1000. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 1001 or the radio frequency circuit 1004 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, the audio circuit 1007 may also include a headphone jack.

A location component 1008 is employed to locate a current geographic location of terminal 1000 for navigation or LBS (location based Service). The positioning component 1008 may be a positioning component based on the GPS (global positioning System) in the united states, the beidou System in china, the graves System in russia, or the galileo System in the european union.

Power supply 1009 is used to supply power to various components in terminal 1000. The power source 1009 may be alternating current, direct current, disposable batteries, or rechargeable batteries. When the power source 1009 includes a rechargeable battery, the rechargeable battery may support wired charging or wireless charging. The rechargeable battery may also be used to support fast charge technology.

In some embodiments, terminal 1000 can also include one or more sensors 1010. The one or more sensors 1010 include, but are not limited to: acceleration sensor 1011, gyro sensor 1012, pressure sensor 1013, fingerprint sensor 1014, optical sensor 1015, and proximity sensor 1016.

Acceleration sensor 1011 can detect acceleration magnitudes on three coordinate axes of a coordinate system established with terminal 1000. For example, the acceleration sensor 1011 may be used to detect components of the gravitational acceleration in three coordinate axes. The processor 1001 may control the touch display screen 1005 to display a user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 1011. The acceleration sensor 1011 may also be used for acquisition of motion data of a game or a user.

The gyro sensor 1012 may detect a body direction and a rotation angle of the terminal 1000, and the gyro sensor 1012 and the acceleration sensor 1011 may cooperate to acquire a 3D motion of the user on the terminal 1000. From the data collected by the gyro sensor 1012, the processor 1001 may implement the following functions: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.

Pressure sensor 1013 may be disposed on a side frame of terminal 1000 and/or on a lower layer of touch display 1005. When pressure sensor 1013 is disposed on a side frame of terminal 1000, a user's grip signal on terminal 1000 can be detected, and processor 1001 performs left-right hand recognition or shortcut operation according to the grip signal collected by pressure sensor 1013. When the pressure sensor 1013 is disposed at a lower layer of the touch display screen 1005, the processor 1001 controls the operability control on the UI interface according to the pressure operation of the user on the touch display screen 1005. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.

The fingerprint sensor 1014 is used to collect a fingerprint of the user, and the processor 1001 identifies the user according to the fingerprint collected by the fingerprint sensor 1014, or the fingerprint sensor 1014 identifies the user according to the collected fingerprint. Upon identifying that the user's identity is a trusted identity, the processor 1001 authorizes the user to perform relevant sensitive operations including unlocking a screen, viewing encrypted information, downloading software, paying, and changing settings, etc. Fingerprint sensor 1014 can be disposed on the front, back, or side of terminal 1000. When a physical key or vendor Logo is provided on terminal 1000, fingerprint sensor 1014 can be integrated with the physical key or vendor Logo.

The optical sensor 1015 is used to collect the ambient light intensity. In one embodiment, the processor 1001 may control the display brightness of the touch display screen 1005 according to the intensity of the ambient light collected by the optical sensor 1015. Specifically, when the ambient light intensity is high, the display brightness of the touch display screen 1005 is increased; when the ambient light intensity is low, the display brightness of the touch display screen 1005 is turned down. In another embodiment, the processor 1001 may also dynamically adjust the shooting parameters of the camera assembly 1006 according to the intensity of the ambient light collected by the optical sensor 1015.

Proximity sensor 1016, also known as a distance sensor, is typically disposed on a front panel of terminal 1000. Proximity sensor 1016 is used to gather the distance between the user and the front face of terminal 1000. In one embodiment, when proximity sensor 1016 detects that the distance between the user and the front surface of terminal 1000 gradually decreases, processor 1001 controls touch display 1005 to switch from a bright screen state to a dark screen state; when proximity sensor 1016 detects that the distance between the user and the front of terminal 1000 is gradually increased, touch display screen 1005 is controlled by processor 1001 to switch from a breath-screen state to a bright-screen state.

Those skilled in the art will appreciate that the configuration shown in FIG. 10 is not intended to be limiting and that terminal 1000 can include more or fewer components than shown, or some components can be combined, or a different arrangement of components can be employed.

Fig. 11 is a schematic structural diagram of a server according to an embodiment of the present application, where the server 1100 may generate a relatively large difference due to different configurations or performances, and may include one or more processors (CPUs) 1101 and one or more memories 1102, where the memory 1102 stores at least one instruction, and the at least one instruction is loaded and executed by the processors 1101 to implement the methods provided by the foregoing method embodiments. Certainly, the computer device may further have components such as a wired or wireless network interface, a keyboard, and an input/output interface, so as to perform input and output, and the computer device may further include other components for implementing the functions of the device, which is not described herein again.

In an exemplary embodiment, a computer-readable storage medium, such as a memory, including instructions executable by a processor in a terminal to perform the web page processing method in the above-described embodiments is also provided. For example, the computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.

In an exemplary embodiment, there is also provided a computer program comprising at least one instruction loaded and executed by a processor to implement the web page processing method as in the above embodiments.

It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, and the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.

The above description is only exemplary of the present application and should not be taken as limiting, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.

Claims

1. A method for processing a web page, the method comprising:

and processing the page according to the processing mode of the target webpage.

2. The method of claim 1, wherein determining the probability of jumping from a first webpage to a target webpage based on historical behavior data of the user identifier comprises:

3. The method of claim 2, wherein statistically processing the display times and the jump times to obtain the probability comprises:

4. The method of claim 1, wherein the processing means comprises: at least one of not loading the target webpage, initializing a webpage view corresponding to the target webpage, loading webpage data of the target webpage, and rendering the target webpage.

5. The method of claim 1, wherein determining the processing mode of the target webpage according to the probability comprises:

determining a probability interval to which the probability belongs;

6. The method according to claim 4 or 5, wherein the determining the processing mode of the target webpage according to the probability comprises:

when the probability is smaller than a first probability threshold, determining that the processing mode corresponding to the probability interval is that the target webpage is not loaded;

7. The method of claim 1, wherein determining the probability of jumping from a first webpage to a target webpage based on historical behavior data of the user identifier comprises:

and determining the webpage with the highest probability as the target webpage.

8. A web page processing apparatus, characterized in that the apparatus comprises:

9. A computer device comprising one or more processors and one or more memories having stored therein at least one instruction that is loaded and executed by the one or more processors to perform operations performed by the web page processing method of any one of claims 1 to 7.

10. A computer-readable storage medium having stored therein at least one instruction which is loaded and executed by a processor to perform operations performed by the web page processing method of any one of claims 1 to 7.