CN117435830A - Page preloading method, device, storage medium and program product - Google Patents
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- 238000010586 diagram Methods 0.000 description 11
- 230000036316 preload Effects 0.000 description 11
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- G06F16/90—Details of database functions independent of the retrieved data types
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- G06F16/90—Details of database functions independent of the retrieved data types
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- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
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Abstract
The embodiment of the disclosure provides a page preloading method, equipment, a storage medium and a program product, which load a target page corresponding to a page loading instruction by responding to the page loading instruction; acquiring the weight of at least one associated page of a target page, wherein the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded. According to the method and the device for loading the target page, the page to be loaded is predicted reasonably according to the page weight information, and the page to be loaded is preloaded, so that the page can be started quickly when a user jumps to the page, starting time consumption is reduced, and user experience is improved.
Description
Technical Field
The embodiment of the disclosure relates to the technical field of computer and network communication, in particular to a page preloading method, equipment, a storage medium and a program product.
Background
With the development of internet technology, the functions of an application program are more and more abundant, and the pages of the application program usually have entries with many other functions, so that a user can jump from a current page to a lower page, and the possible directions of the user are formed.
In the prior art, the user usually starts to load the lower page or initialize the lower page when jumping from the current page to the lower page, but loading the lower page needs time, and some pages or functions with complex logic take longer time, so that the waiting time of the user is long and the user experience is poor.
Disclosure of Invention
The embodiment of the disclosure provides a page preloading method, equipment, a storage medium and a program product, which are used for predicting a page to be loaded and preloading after entering a target page, so that the starting time consumption is reduced, and the user experience is improved.
In a first aspect, an embodiment of the present disclosure provides a method for preloading a page, applied to a client, where the method includes:
responding to a page loading instruction, and loading a target page corresponding to the page loading instruction;
acquiring the weight of at least one associated page of the target page; the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page;
and determining a page to be loaded according to the weight of each associated page of the target page, and preloading the page to be loaded.
In a second aspect, embodiments of the present disclosure provide a client, including:
the response unit is used for responding to the page loading instruction and loading a target page corresponding to the page loading instruction;
the page determining unit is used for acquiring the weight of at least one associated page of the target page; determining a page to be loaded according to the weight of each associated page of the target page; the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page;
and the preloading unit is used for preloading the page to be loaded.
In a third aspect, an embodiment of the present disclosure provides an electronic device, including: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes the computer-executable instructions stored by the memory to cause the at least one processor to perform the page preloading method as described above in the first aspect and the various possible designs of the first aspect.
In a fourth aspect, embodiments of the present disclosure provide a computer-readable storage medium having stored therein computer-executable instructions which, when executed by a processor, implement the page preloading method as described in the first aspect and the various possible designs of the first aspect.
In a fifth aspect, embodiments of the present disclosure provide a computer program product comprising computer-executable instructions which, when executed by a processor, implement the page preloading method as described above in the first aspect and in the various possible designs of the first aspect.
The page preloading method, the device, the storage medium and the program product provided by the embodiment of the disclosure load the target page corresponding to the page loading instruction by responding to the page loading instruction; acquiring the weight of the associated page of the target page, wherein the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded. According to the method and the device for loading the target page, the page to be loaded is predicted reasonably according to the page weight information, and the page to be loaded is preloaded, so that the page can be started quickly when a user jumps to the page, starting time consumption is reduced, and user experience is improved.
Drawings
In order to more clearly illustrate the embodiments of the present disclosure or the solutions in the prior art, a brief description will be given below of the drawings that are needed in the embodiments or the description of the prior art, it being obvious that the drawings in the following description are some embodiments of the present disclosure, and that other drawings may be obtained from these drawings without inventive effort to a person of ordinary skill in the art.
FIG. 1 is a system example diagram of a page preloading method according to an embodiment of the present disclosure;
FIG. 2 is a schematic flow chart of a page preloading method according to an embodiment of the disclosure;
FIG. 3 is a schematic diagram of a weighted directed graph provided by an embodiment of the present disclosure;
FIG. 4 is a flowchart illustrating a method for preloading a page according to another embodiment of the present disclosure;
FIG. 5 is a flowchart illustrating a method for preloading a page according to another embodiment of the present disclosure;
fig. 6 is a block diagram of a client provided in an embodiment of the present disclosure;
FIG. 7 is a block diagram of a server provided by an embodiment of the present disclosure;
fig. 8 is a schematic hardware structure of an electronic device according to an embodiment of the disclosure.
Detailed Description
For the purposes of making the objects, technical solutions and advantages of the embodiments of the present disclosure more apparent, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present disclosure, and it is apparent that the described embodiments are some embodiments of the present disclosure, but not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art without inventive effort, based on the embodiments in this disclosure are intended to be within the scope of this disclosure.
With the development of internet technology, the functions of an application program are more and more abundant, and the pages of the application program usually have entries with many other functions, so that a user can jump from a current page to a lower page, and the possible directions of the user are formed.
In the prior art, the user usually starts to load the lower page or initialize the lower page when jumping from the current page to the lower page, but loading the lower page needs time, and some pages or functions with complex logic take longer time, so that the waiting time of the user is long and the user experience is poor.
In order to solve the technical problems, the embodiment of the disclosure considers preloading the lower page after entering a certain target page, so as to reduce starting time consumption when a user enters the lower page, thereby reducing waiting time of the user and improving user experience. And for which lower page is loaded by the target page, the general situation can be divided into a specific fixed lower page for loading or a reasonable prediction lower page for loading, and the fact that the specific fixed lower page cannot be well adapted to the behavior change of a user is considered, the subsequent function entry is newly added or changed and needs to be manually adjusted, in addition, the specific lower page is possibly unreasonable (for example, is not a function concerned by the user), and the hit rate is possibly low to cause the waste of resources such as memory, CPU, network and the like, so that the target page is predicted to be preloaded in the method.
Specifically, a target page corresponding to the page loading instruction can be loaded by responding to the page loading instruction; acquiring the weight of the associated page of the target page, wherein the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded. And predicting the page to be loaded for the target page reasonably according to the page weight information, and preloading the target page, so that the page can be started quickly when a user jumps to the page, starting time is reduced, and user experience is improved.
The page preloading method provided by the embodiment of the disclosure is suitable for a system as shown in fig. 1, and includes a client 11 and a server 12, wherein the server 12 can collect exposure amounts and skip relations of a plurality of pages in the plurality of clients 11, obtain page weight information according to the exposure amounts and skip relations of each page, and send the page weight information to the client 11, and the client 11 determines a page to be loaded according to the page weight information after loading a target page, and preloads the page to be loaded.
In the technical scheme of the disclosure, the related information such as user data is collected, stored, used, processed, transmitted, provided, disclosed and the like, is authorized by a user, meets the requirements of related laws and regulations, and does not violate the popular regulations.
The page preloading method of the embodiment of the present disclosure will be described in detail below with reference to specific embodiments.
Referring to fig. 2, fig. 2 is a flowchart of a page preloading method provided in an embodiment of the disclosure. The method of the embodiment can be applied to a client, and the page preloading method comprises the following steps:
s201, responding to a page loading instruction, and loading a target page corresponding to the page loading instruction.
In this embodiment, a user may open any page in the client, and trigger a page loading instruction by clicking, gesture, voice, or other manners, and the client may load a target page corresponding to the page loading instruction, that is, enter the target page, in response to the page loading instruction.
S202, obtaining the weight of at least one associated page of the target page.
The weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to its plurality of lower pages, and a second weight for leaving the target page.
In this embodiment, the server acquires, in advance, page weight information of the client, where the page weight information includes weights for one or more pages of the client to jump to each associated page, where the weights for any page to jump to any associated page of the client may be probabilities of jumping from the page to the associated page. Optionally, on the premise of user authorization, the server may embed points at the client, the client may report the exposure and the skip relation of each page through the embedded points, the server may periodically (daily, weekly or monthly, etc.) count and calculate the weight of any page to skip to each associated page, specifically, for any target page, according to the first exposure of the target page and the second exposure of each lower page (the number of users to skip from the target page to each lower page) derived from the target page, obtain the first weight of each lower page to skip from the target page and the second weight leaving the target page; the exposure of the page may be the number of active users (Daily Active Users, DAU), the number of active users in the month (Monthly Active Users, MAU), etc. After updating the page weight information of the client each time, the server can issue the page weight information to each client. Alternatively, the page weight information may be expressed as a weighted directed graph, as shown in fig. 3, where the weighted directed graph includes a direction of skip between pages (arrow direction) and a weight, for example, a weight of w1_9 for skip from the page P1 to the lower page P9, a weight of w1_8 for skip from the page P1 to the lower page P8, a weight of w3_1 for skip from the page P3 to the page P1, and so on, which are not illustrated herein, and the server may send the weighted directed graph to the client.
After entering any target page, the client can acquire the weight of each associated page of the target page from the pre-received page weight information, namely the weight of each lower page jumped to by the target page and the weight of leaving the target page.
S203, determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded.
In this embodiment, after the client obtains the weight of each associated page of the target page, the to-be-loaded page may be determined according to the weight of each associated page of the target page, and the to-be-loaded page is preloaded, where the preloading may be, for example, downloading the data of the to-be-loaded page in advance, calling or allocating the resources required by the to-be-loaded page in advance, and through preloading, the page may be started quickly when the user jumps to the page, so that the user waiting time is not too long after the user triggers the page, and the page starting speed may be effectively improved, thereby reducing starting time consumption and improving user experience.
Optionally, the weight of each associated page of the target page includes: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; as shown in fig. 4, when determining a page to be loaded according to the weight of the associated page of the target page, the method specifically may include:
S2031, judging whether the first weights are larger than the second weights;
s2032, if it is determined that a first weight greater than the second weight exists in the plurality of first weights, determining the page to be loaded from all lower pages of the target page according to the plurality of first weights and a preset policy;
s2033, if it is determined that the first weights are not greater than the second weights, determining that pages to be loaded are not available in the lower pages of the target page.
In this embodiment, the larger the second weight of leaving the target page is, the larger the first weight of the largest of the plurality of first weights is, which indicates that the user may select to leave (exit) the target page, so that the first weight of each lower page of the target page is compared with the second weight of leaving the target page, and if all the first weights are not greater than the second weight, it indicates that most of the users select to leave the target page after entering the target page, so that any lower page may not be loaded; otherwise, if the at least one first weight is greater than the second weight, the possibility that the user continues to enter a certain or some lower pages is greater than the possibility that the user directly leaves the target page, and one or more lower pages (i.e. pages to be loaded) which are most likely to be jumped by the user can be determined to be preloaded.
When determining the page to be loaded from the plurality of lower pages of the target page, the page to be loaded may be determined according to each first weight and a preset policy, for example, one or more lower pages with the largest weight are selected as the page to be loaded, or the lower page with the weight greater than the specific value is selected as the page to be loaded, or other policies are adopted, which may not be limited in this embodiment.
According to the page preloading method, a target page corresponding to a page loading instruction is loaded by responding to the page loading instruction, wherein the weight of the associated page of the target page comprises the following steps: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; acquiring the weight of the associated page of the target page; and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded. According to the method and the device for loading the target page, the page to be loaded is predicted reasonably according to the page weight information, and the page to be loaded is preloaded, so that the page can be started quickly when a user jumps to the page, starting time consumption is reduced, and user experience is improved.
On the basis of the foregoing embodiment, when determining, in S2032, the page to be loaded from each lower page of the target page according to the plurality of first weights and the preset policy, the method may specifically include:
Selecting the largest first weight in the plurality of first weights, and determining a lower page corresponding to the first weight as the page to be loaded; namely, selecting a lower page with the highest possibility of jumping as a page to be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the plurality of first weights, and determining lower pages corresponding to the first weights as the pages to be loaded; namely, selecting a plurality of (more than two) lower pages with the highest possibility of jumping as pages to be loaded; or alternatively
Selecting a plurality of first weights which are added to be larger than a preset threshold (such as 0.5 or 0.8), and determining lower pages corresponding to the first weights as the pages to be loaded; that is, a plurality of lower pages with the first weight sum larger than the preset threshold value are selected, for example, if two lower pages need to be selected, the lower pages with the first weight sum larger than the preset threshold value can be selected from the plurality of lower pages as pages to be loaded, if a plurality of combinations exist, one combination can be randomly selected, and if no lower pages with the sum larger than the preset threshold value exist, no lower page can be loaded.
In addition, on the basis of any of the foregoing embodiments, when determining, in S2032, the page to be loaded from each lower page of the target page according to the plurality of first weights and the preset policy, the method may further include:
Acquiring the average value of the plurality of first weights, and if the difference value between any one of the first weights and the average value is smaller than a preset difference value, determining that pages to be loaded are not available in a plurality of lower pages of the target page; that is, if the first weight of each lower page is relatively close, the probability that the user enters each lower page from the target page is not quite different, and at this time, it is not appropriate to preload any lower page, so any lower page may not be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the first weights, and if the sum of the first weights is not larger than a preset threshold value, determining that pages to be loaded do not exist in a plurality of lower pages of the target page; that is, when the sum of the first weights of the lower pages with the largest first weights is not greater than the preset threshold (e.g., 0.5 or 0.8), it is indicated that the possibility that the user enters the lower pages from the target page is not great, and at this time, it is not appropriate to preload any lower page, so that any lower page may not be loaded.
On the basis of any embodiment, when the version of the client is updated or the target page is newly added to the lower page, the server cannot accurately determine the weight of the newly added page because the newly added page has no exposure data, the server can pre-assign the newly added lower page after entering the target page, specifically, the server can pre-send a newly added page loading instruction, and the client determines the target newly added page from a plurality of lower pages of the target page according to the newly added page loading instruction sent by the server in advance and pre-loads the target newly added page. Of course, the server can also assign the weight of the newly added page, and the weight of the newly added page can be adaptively corrected after the later version is updated or the newly added page is online for a period of time.
On the basis of any one of the above embodiments, after preloading the page to be loaded, the method may further include:
and if the client is detected to leave the target page or not jump to the page to be loaded from the target page, releasing the page to be loaded after the preloading is completed.
In this embodiment, the user may directly control the client to leave (exit) the target page, or skip to the preloaded page, but skip to obtain other lower pages, so that the preloaded page may be released, which avoids the preloaded page occupying resources, affecting the client performance, and ensuring the preloading of other pages.
Referring to fig. 5, fig. 5 is a flowchart illustrating a page preloading method according to an embodiment of the disclosure. The method of the embodiment can be applied to a server, and the page preloading method comprises the following steps:
s501, acquiring exposure amounts and skip relations of a plurality of pages in a plurality of clients;
s502, acquiring page weight information according to exposure of a plurality of pages and a skip relation; the page weight information is information comprising weights of different pages of the client-side jumping to a plurality of associated pages of the client-side;
S503, sending the page weight information to a client, so that the client determines a page to be loaded according to the page weight information after loading a target page, and preloads the page to be loaded.
In this embodiment, on the premise of user authorization, the client may embed points at the client, and the client may report the exposure and the skip relationship of each page when entering each page or skipping to the next page, and the server may periodically (daily, weekly or monthly, etc.) count and calculate the weight of any page skipping to each associated page, so as to obtain the page weight information. The exposure of the page may be the number of active users per Day (DAU), the number of active users per Month (MAU), etc. Alternatively, the page weight information may be expressed as a weighted directed graph, as shown in FIG. 3.
Further, the server may send the page weight information to the client, so that the client executes the page preloading method in the above embodiment. Optionally, after updating the page weight information each time, the server sends the page weight information to the client.
Optionally, the acquiring the page weight information according to the exposure amounts and the skip relation of the plurality of pages in S502 may specifically include:
And for any target page, acquiring a first weight of jumping from the target page to each lower page and a second weight of leaving the target page according to the first exposure of the target page and the second exposure from the target page in the exposure of each lower page.
In this embodiment, no pre-loading of lower pages is required to leave the target page, so the weights are divided into a first weight to jump from the target page to each of its lower pages, and a second weight to leave the target page. For any target page, the proportion of the second exposure amount of the target page to each lower page of the target page to the first exposure amount of the target page, namely, how many users in the first exposure amount of the target page jump to the lower pages of the target page, can be calculated according to the first exposure amount of the target page and the second exposure amount of each lower page of the target page, namely, the number of users from the target page to each lower page of the target page, and the proportion is used as the first weight of the target page to jump to each lower page of the target page; and the proportion of how many users leave the target page in the first exposure of the target page is taken as the second weight of leaving the target page
More specifically, a ratio between the second exposure amount corresponding to each lower page of the target page and the first exposure amount can be obtained, and the ratio is determined to be a first weight for jumping from the target page to the corresponding lower page; and/or
Determining the number of users leaving the target page in the first exposure of the target page, namely subtracting the sum of all the second exposure from the first exposure according to the first exposure and the second exposure; and acquiring the ratio of the number of users leaving the target page to the first exposure, and determining the ratio as the second weight leaving the target page.
On the basis of any embodiment, the page weight information can be further subdivided according to user categories, wherein one or more of the mobile phone performance, the use time and other information in different user categories can be different. Therefore, when acquiring the page weight information according to the exposure amounts of a plurality of pages and the skip relation, the method specifically may include:
screening the exposure of each page and the jump relation according to different user categories; and for any target user category, acquiring page weight information corresponding to the target user category according to the exposure of each page corresponding to the target user category and the jump relation. For example, for the user class a, the exposure and the skip relation of each page of the client satisfying the user class a may be screened, and the page weight information corresponding to the user class a may be obtained by using the same method for obtaining the page weight information.
Further, when the server sends the page weight information to the client, the page weight information corresponding to the target user category can be sent to the client corresponding to the target user category, so that behavior change or use habit of users in different categories can be better adapted.
On the basis of any embodiment, when the version of the client is updated or the target page is newly added to the lower page, the server cannot accurately determine the weight of the newly added page because the newly added page has no exposure data, the server can pre-designate the newly added lower page after entering the target page, and specifically, the server can send a newly added page loading instruction to the client so that the client can directly pre-load the newly added lower page after loading the target page. And the weight of the newly added page can be adaptively corrected after the later version is updated or the later version is online for a period of time.
Alternatively, the server may determine the importance of the newly added lower page, determine the weight corresponding to the lower page with the same (or similar) importance in the existing lower pages of the target page as the weight of the newly added lower page, pre-determine the importance and permeability of the newly added lower page, select a weight corresponding to the lower page with similar importance to assign the weight to the newly added page, and adaptively modify the weight of the newly added page after the later version is updated or after the later version is online for a period of time, thereby adapting to the behavior change of the user without manual intervention.
Corresponding to the method for preloading pages on the client side in the above embodiments, fig. 6 is a block diagram of a client provided in an embodiment of the present disclosure. For ease of illustration, only portions relevant to embodiments of the present disclosure are shown. Referring to fig. 6, the client 600 includes: a response unit 601, a page determination unit 602, and a preload unit 603.
The response unit 601 is configured to respond to a page load instruction, and load a target page corresponding to the page load instruction;
a page determining unit 602, configured to obtain a weight of at least one associated page of the target page, where the weight of the associated page of the target page includes: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; determining a page to be loaded according to the weight of the associated page of the target page;
and the preloading unit 603 is configured to preload the page to be loaded.
In one or more embodiments of the present disclosure,
the page determining unit 602 is configured to, when determining a page to be loaded according to the weight of the associated page of the target page:
judging whether the first weights are larger than the second weights or not;
If the first weights larger than the second weights exist in the first weights, determining the page to be loaded from the lower pages of the target page according to the first weights and a preset strategy.
In one or more embodiments of the present disclosure, when determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy, the page determining unit 602 includes:
selecting the largest first weight in the plurality of first weights, and determining a lower page corresponding to the first weight as the page to be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the plurality of first weights, and determining lower pages corresponding to the first weights as the pages to be loaded; or alternatively
And selecting a plurality of first weights which are added and larger than a preset threshold value, and determining the lower pages corresponding to the first weights as the pages to be loaded.
In one or more embodiments of the present disclosure, when determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy, the page determining unit 602 is further configured to:
Acquiring the average value of the plurality of first weights, and if the difference value between any one of the first weights and the average value is smaller than a preset difference value, determining that pages to be loaded are not available in a plurality of lower pages of the target page; or alternatively
And selecting the first weights with the largest value in the first weights and determining that pages to be loaded do not exist in the lower pages of the target page if the sum of the first weights is not larger than a preset threshold value.
In one or more embodiments of the present disclosure, the page determining unit 602, after determining whether the plurality of first weights is greater than the second weight, is further configured to:
and if the first weights are not greater than the second weights, determining that pages to be loaded do not exist in the lower pages of the target page.
In one or more embodiments of the present disclosure, when loading the target page corresponding to the page load instruction, the preloading unit 603 is further configured to:
and determining a target newly-added page from a plurality of lower pages of the target page according to a newly-added page loading instruction sent by the server in advance, and preloading the target newly-added page.
In one or more embodiments of the present disclosure, after the preloading unit 603 performs preloading on the page to be loaded, the method is further used for:
And if the client is detected to leave the target page or not jump to the page to be loaded from the target page, releasing the page to be loaded after the preloading is completed.
In one or more embodiments of the present disclosure, the page determining unit 602, when acquiring the weight of at least one associated page of the target page, is configured to:
acquiring page weight information sent by a server in advance, wherein the page weight information comprises weights of different pages jumping to each associated page;
and searching the weight of the associated page of the target page from the page weight information.
The client provided in this embodiment may be used to execute the technical solution of the method embodiment of the client side, and its implementation principle and technical effects are similar, and this embodiment is not repeated here.
Corresponding to the method for preloading the page on the server side in the above embodiment, fig. 7 is a block diagram of the structure of the server provided in the embodiment of the present disclosure. For ease of illustration, only portions relevant to embodiments of the present disclosure are shown. Referring to fig. 7, the server 700 includes: an acquisition unit 701, a processing unit 702 and a sending unit 703.
The acquisition unit 701 is configured to acquire exposure amounts and skip relations of a plurality of pages in a plurality of clients;
A processing unit 702, configured to obtain page weight information according to exposure amounts and skip relations of a plurality of pages; the page weight information is information comprising weights of different pages of the client-side jumping to a plurality of associated pages of the client-side;
and the sending unit 703 is configured to send the page weight information to a client, so that the client determines a page to be loaded according to the page weight information after loading the target page, and preloads the page to be loaded.
In one or more embodiments of the present disclosure, the processing unit 702 is configured to, when acquiring the page weight information according to the exposure amounts of the plurality of pages and the skip relationship:
and for any target page, acquiring a first weight for jumping from the target page to each lower page and a second weight for leaving the target page according to the first exposure of the target page and the second exposure from the target page in the exposure of each lower page.
In one or more embodiments of the present disclosure, the processing unit 702 is configured to, when acquiring a first weight for jumping from the target page to each of its lower pages and a second weight for leaving the target page according to a first exposure of the target page and a second exposure derived from the target page among the exposures of each of its lower pages:
Acquiring a ratio between a second exposure corresponding to each lower page of the target page and the first exposure, and determining the ratio as a first weight for jumping from the target page to the corresponding lower page; and/or
Determining the number of users leaving the target page in the first exposure of the target page according to the first exposure and the second exposure; and acquiring the ratio of the number of users leaving the target page to the first exposure, and determining the ratio as the second weight leaving the target page.
In one or more embodiments of the present disclosure, the processing unit 702 is configured to, when acquiring the page weight information according to the exposure amounts of the plurality of pages and the skip relationship:
according to different user categories, the exposure of each page and the jump relation are screened;
for any target user category, acquiring page weight information corresponding to the target user category according to the exposure and the skip relation of each page corresponding to the target user category;
the sending unit 703, when sending the page weight information to a client, is configured to:
and sending the page weight information corresponding to the target user category to a client corresponding to the target user category.
In one or more embodiments of the present disclosure, when determining that a lower page is newly added to any target page, the processing unit 702 determines the importance of the newly added lower page, and determines the weight corresponding to the lower page with the same importance in the lower pages existing in the target page as the weight of the newly added lower page; or alternatively
When determining that a next-level page is newly added to any target page, the sending unit 703 sends a new-added page loading instruction to the client, so that the client directly preloads the next-level page after loading the target page.
The server provided in this embodiment may be used to execute the technical solution of the method embodiment on the server side, and its implementation principle and technical effects are similar, and this embodiment is not repeated here.
Referring to fig. 8, a schematic diagram of an electronic device 900 suitable for use in implementing embodiments of the present disclosure is shown, which electronic device 800 may be a client or a server. Among them, the clients may include, but are not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, personal digital assistants (Personal Digital Assistant, PDA for short), tablet computers (Portable Android Device, PAD for short), portable multimedia players (Portable Media Player, PMP for short), car terminals (e.g., car navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 8 is merely an example and should not be construed to limit the functionality and scope of use of the disclosed embodiments.
As shown in fig. 8, the electronic device 800 may include a processing means (e.g., a central processor, a graphics processor, etc.) 801 that may perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 802 or a program loaded from a storage 808 into a random access Memory (Random Access Memory, RAM) 803. In the RAM 803, various programs and data required for the operation of the electronic device 800 are also stored. The processing device 801, the ROM 802, and the RAM 803 are connected to each other by a bus 804. An input/output (I/O) interface 805 is also connected to the bus 804.
In general, the following devices may be connected to the I/O interface 805: input devices 806 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, and the like; an output device 807 including, for example, a liquid crystal display (Liquid Crystal Display, LCD for short), a speaker, a vibrator, and the like; storage 808 including, for example, magnetic tape, hard disk, etc.; communication means 809. The communication means 809 may allow the electronic device 800 to communicate wirelessly or by wire with other devices to exchange data. While fig. 8 shows an electronic device 800 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead.
In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flowcharts. In such an embodiment, the computer program may be downloaded and installed from a network via communication device 809, or installed from storage device 808, or installed from ROM 802. The above-described functions defined in the methods of the embodiments of the present disclosure are performed when the computer program is executed by the processing device 801.
It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device.
The computer-readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to perform the methods shown in the above-described embodiments.
Computer program code for carrying out operations of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a local area network (Local Area Network, LAN for short) or a wide area network (Wide Area Network, WAN for short), or it may be connected to an external computer (e.g., connected via the internet using an internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units involved in the embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The name of the unit does not in any way constitute a limitation of the unit itself, for example the first acquisition unit may also be described as "unit acquiring at least two internet protocol addresses".
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
In a first aspect, according to one or more embodiments of the present disclosure, there is provided a page preloading method, applied to a client, the method including:
responding to a page loading instruction, and loading a target page corresponding to the page loading instruction;
acquiring the weight of at least one associated page of the target page; the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page;
and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded.
In accordance with one or more embodiments of the present disclosure,
the determining the page to be loaded according to the weight of the associated page of the target page comprises the following steps:
judging whether the first weights are larger than the second weights or not;
if the first weights larger than the second weights exist in the first weights, determining the page to be loaded from the lower pages of the target page according to the first weights and a preset strategy.
According to one or more embodiments of the present disclosure, the determining, according to the plurality of first weights and a preset policy, the page to be loaded from each lower page of the target page includes:
Selecting the largest first weight in the plurality of first weights, and determining a lower page corresponding to the first weight as the page to be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the plurality of first weights, and determining lower pages corresponding to the first weights as the pages to be loaded; or alternatively
And selecting a plurality of first weights which are added and larger than a preset threshold value, and determining the lower pages corresponding to the first weights as the pages to be loaded.
According to one or more embodiments of the present disclosure, the determining, according to the first weights and the preset policies, the page to be loaded from each lower page of the target page further includes:
acquiring the average value of the plurality of first weights, and if the difference value between any one of the first weights and the average value is smaller than a preset difference value, determining that pages to be loaded are not available in a plurality of lower pages of the target page; or alternatively
And selecting the first weights with the largest value in the first weights and determining that pages to be loaded do not exist in the lower pages of the target page if the sum of the first weights is not larger than a preset threshold value.
According to one or more embodiments of the present disclosure, after the determining whether the plurality of first weights is greater than the second weight, the method further includes:
And if the first weights are not greater than the second weights, determining that pages to be loaded do not exist in the lower pages of the target page.
According to one or more embodiments of the present disclosure, the loading the target page corresponding to the page load instruction includes:
and determining a target newly-added page from a plurality of lower pages of the target page according to a newly-added page loading instruction sent by the server in advance, and preloading the target newly-added page.
According to one or more embodiments of the present disclosure, after preloading the page to be loaded, the method further includes:
and if the client is detected to leave the target page or not jump to the page to be loaded from the target page, releasing the page to be loaded after the preloading is completed.
According to one or more embodiments of the present disclosure, the obtaining the weight of at least one associated page of the target page includes:
acquiring page weight information sent by a server in advance, wherein the page weight information comprises weights of different pages jumping to each associated page;
and searching the weight of the associated page of the target page from the page weight information.
In a second aspect, according to one or more embodiments of the present disclosure, there is provided a client comprising:
the response unit is used for responding to the page loading instruction and loading a target page corresponding to the page loading instruction;
the page determining unit is configured to obtain a weight of at least one associated page of the target page, where the weight of the associated page of the target page includes: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page; determining a page to be loaded according to the weight of the associated page of the target page;
and the preloading unit is used for preloading the page to be loaded.
In accordance with one or more embodiments of the present disclosure,
the page determining unit is used for determining a page to be loaded according to the weight of the associated page of the target page:
judging whether the first weights are larger than the second weights or not;
if the first weights larger than the second weights exist in the first weights, determining the page to be loaded from the lower pages of the target page according to the first weights and a preset strategy.
According to one or more embodiments of the present disclosure, when determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy, the page determining unit includes:
selecting the largest first weight in the plurality of first weights, and determining a lower page corresponding to the first weight as the page to be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the plurality of first weights, and determining lower pages corresponding to the first weights as the pages to be loaded; or alternatively
And selecting a plurality of first weights which are added and larger than a preset threshold value, and determining the lower pages corresponding to the first weights as the pages to be loaded.
According to one or more embodiments of the present disclosure, when determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy, the page determining unit is further configured to:
acquiring the average value of the plurality of first weights, and if the difference value between any one of the first weights and the average value is smaller than a preset difference value, determining that pages to be loaded are not available in a plurality of lower pages of the target page; or alternatively
And selecting the first weights with the largest value in the first weights and determining that pages to be loaded do not exist in the lower pages of the target page if the sum of the first weights is not larger than a preset threshold value.
According to one or more embodiments of the present disclosure, the page determining unit, after determining whether the plurality of first weights is greater than the second weight, is further configured to:
and if the first weights are not greater than the second weights, determining that pages to be loaded do not exist in the lower pages of the target page.
According to one or more embodiments of the present disclosure, when loading the target page corresponding to the page load instruction, the preloading unit is further configured to:
and determining a target newly-added page from a plurality of lower pages of the target page according to a newly-added page loading instruction sent by the server in advance, and preloading the target newly-added page.
According to one or more embodiments of the present disclosure, after the preloading unit preloads the page to be loaded, the preloading unit is further configured to:
and if the client is detected to leave the target page or not jump to the page to be loaded from the target page, releasing the page to be loaded after the preloading is completed.
According to one or more embodiments of the present disclosure, the page determining unit, when acquiring the weight of at least one associated page of the target page, is configured to:
acquiring page weight information sent by a server in advance, wherein the page weight information comprises weights of different pages jumping to each associated page;
and searching the weight of the associated page of the target page from the page weight information.
In a third aspect, according to one or more embodiments of the present disclosure, there is provided an electronic device comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes the computer-executable instructions stored by the memory to cause the at least one processor to perform the page preloading method as described above in the first aspect and the various possible designs of the first aspect.
In a fourth aspect, according to one or more embodiments of the present disclosure, there is provided a computer-readable storage medium having stored therein computer-executable instructions which, when executed by a processor, implement the page preloading method as described above in the first aspect and the various possible designs of the first aspect.
In a fifth aspect, according to one or more embodiments of the present disclosure, there is provided a computer program product comprising computer-executable instructions which, when executed by a processor, implement the page preloading method as described above in the first aspect and the various possible designs of the first aspect.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by persons skilled in the art that the scope of the disclosure referred to in this disclosure is not limited to the specific combinations of features described above, but also covers other embodiments which may be formed by any combination of features described above or equivalents thereof without departing from the spirit of the disclosure. Such as those described above, are mutually substituted with the technical features having similar functions disclosed in the present disclosure (but not limited thereto).
Moreover, although operations are depicted in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order. In certain circumstances, multitasking and parallel processing may be advantageous. Likewise, while several specific implementation details are included in the above discussion, these should not be construed as limiting the scope of the present disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination.
Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are example forms of implementing the claims.
Claims (12)
1. A method for preloading a page, applied to a client, the method comprising:
responding to a page loading instruction, and loading a target page corresponding to the page loading instruction;
acquiring the weight of at least one associated page of the target page; the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page;
and determining a page to be loaded according to the weight of the associated page of the target page, and preloading the page to be loaded.
2. The method of claim 1, wherein the step of determining the position of the substrate comprises,
the determining the page to be loaded according to the weight of the associated page of the target page comprises the following steps:
judging whether the first weights are larger than the second weights or not;
If the first weights larger than the second weights exist in the first weights, determining the page to be loaded from the lower pages of the target page according to the first weights and a preset strategy.
3. The method according to claim 2, wherein the determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy includes:
selecting the largest first weight in the plurality of first weights, and determining a lower page corresponding to the first weight as the page to be loaded; or alternatively
Selecting a preset number of first weights with the largest numerical value in the plurality of first weights, and determining lower pages corresponding to the first weights as the pages to be loaded; or alternatively
And selecting a plurality of first weights which are added and larger than a preset threshold value, and determining the lower pages corresponding to the first weights as the pages to be loaded.
4. A method according to claim 2 or 3, wherein the determining the page to be loaded from each lower page of the target page according to the plurality of first weights and a preset policy further comprises:
Acquiring the average value of the plurality of first weights, and if the difference value between any one of the first weights and the average value is smaller than a preset difference value, determining that pages to be loaded are not available in a plurality of lower pages of the target page; or alternatively
And selecting the first weights with the largest value in the first weights and determining that pages to be loaded do not exist in the lower pages of the target page if the sum of the first weights is not larger than a preset threshold value.
5. The method of claim 2, wherein after determining whether the plurality of first weights is greater than the second weight, further comprising:
and if the first weights are not greater than the second weights, determining that pages to be loaded do not exist in the lower pages of the target page.
6. A method according to any one of claims 1-3, wherein loading the target page corresponding to the page load instruction comprises:
and determining a target newly-added page from a plurality of lower pages of the target page according to a newly-added page loading instruction sent by the server in advance, and preloading the target newly-added page.
7. A method according to any one of claims 1-3, wherein after preloading the page to be loaded, further comprising:
And if the client is detected to leave the target page or not jump to the page to be loaded from the target page, releasing the page to be loaded after the preloading is completed.
8. A method according to any one of claims 1-3, wherein said obtaining weights for at least one associated page of said target page comprises:
acquiring page weight information sent by a server in advance, wherein the page weight information comprises weights of different pages jumping to each associated page;
and searching the weight of the associated page of the target page from the page weight information.
9. A client, comprising:
the response unit is used for responding to the page loading instruction and loading a target page corresponding to the page loading instruction;
the page determining unit is used for acquiring the weight of at least one associated page of the target page; the weight of the associated page of the target page comprises: a plurality of first weights for jumping from the target page to a plurality of lower pages thereof, and a second weight for leaving the target page;
and the preloading unit is used for preloading the page to be loaded.
10. An electronic device, comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executing computer-executable instructions stored in the memory causes the at least one processor to perform the method of any one of claims 1-8.
11. A computer readable storage medium having stored therein computer executable instructions which when executed by a processor implement the method of any of claims 1-8.
12. A computer program product comprising computer-executable instructions which, when executed by a processor, implement the method of any of claims 1-8.
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