CN116701800A - Page content processing method, device, computer equipment and medium - Google Patents

Page content processing method, device, computer equipment and medium Download PDF

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Publication number
CN116701800A
CN116701800A CN202310983241.1A CN202310983241A CN116701800A CN 116701800 A CN116701800 A CN 116701800A CN 202310983241 A CN202310983241 A CN 202310983241A CN 116701800 A CN116701800 A CN 116701800A
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China
Prior art keywords
content
page
website
request
home page
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CN202310983241.1A
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Inventor
尹鹏飞
李静连
周辉
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Guangzhou Qianjun Network Technology Co ltd
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Guangzhou Qianjun Network Technology Co ltd
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Priority to CN202310983241.1A priority Critical patent/CN116701800A/en
Publication of CN116701800A publication Critical patent/CN116701800A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/957Browsing optimisation, e.g. caching or content distillation
    • G06F16/9574Browsing optimisation, e.g. caching or content distillation of access to content, e.g. by caching
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9538Presentation of query results

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The application provides a page content processing method, a device, computer equipment and a medium, wherein a website server responds to a website access request sent by a request client, and directly reads cached content from different content sources, such as latest page content, recommended content for different users, high-quality content provided for new users and the like, cached in advance from a cache space, and page data are not required to be read by each content source of a rear end, so that the time spent for acquiring the first page content is greatly shortened, the response time of a user waiting for a website is shortened, the response speed of the website is improved, the cached content is updated periodically based on a heartbeat mechanism, system breakdown caused by massive access to the rear end content source is avoided, and the system stability is improved.

Description

Page content processing method, device, computer equipment and medium
Technical Field
The application relates to the field of website application, in particular to a method, a device, computer equipment and a medium for processing page content.
Background
The first page of a website, which is the portal page of the website, typically contains the page content of the directory/index nature of the website, directs the user to access the page content of interest. However, the website top page of each website such as video and browser is usually a static page generated in advance at present, which cannot meet the personalized access requirements of different users, and cannot avoid the operation failure caused by the offline content of a certain page, so as to reduce the access feeling of users.
Disclosure of Invention
In order to achieve the above object, the embodiment of the present application provides the following technical solutions:
in one aspect, the present application provides a method for processing page content, where the method includes:
acquiring a website access request and determining website top page request content of a accessed website;
reading the cache content of the corresponding content source according to the website home page request content, and determining the cache content as the home page content to be output of the request client; the cache content of each content source is dynamically updated based on a heartbeat mechanism, and the heartbeat time interval is smaller than the effective cache time length of the cache content;
and feeding back the home page content to be output to a request client, and rendering and outputting the website home page of the accessed website by the request client based on the home page content to be output.
Optionally, the method for acquiring the cache content of each content source of the website top page includes:
determining content sources corresponding to each layout module forming the website home page;
acquiring the determined page content generated by each content source, and caching the page content meeting the content requirements;
and dynamically updating the cache content from each content source based on a heartbeat mechanism.
Optionally, the method for obtaining the cache content of each content source of the website top page further includes:
acquiring historical interaction information of a website access user in a website;
screening page contents from different content sources by using a recommendation algorithm based on the historical interaction information to obtain first recommendation contents corresponding to the content sources;
performing associated caching on the first recommended content and the content source;
wherein the first recommended content can be updated based on changes in the historical interaction information and/or changes in page content from the corresponding content source.
Optionally, the method for obtaining the cache content of each content source of the website top page further includes:
acquiring second recommended content from different content sources; the second recommended content is determined based on feedback information, service hot spot information and/or content attribute information of the website access user;
performing associated caching on the second recommended content and the content source;
wherein the second recommended content is dynamically updatable.
Optionally, the reading the cache content of the corresponding content source according to the website home page request content, and determining the cache content as the home page content to be output of the request client side includes:
Reading the latest page content cached by the corresponding content source according to the website home page request content, and determining the latest page content as the home page content to be output of the request client; or,
based on a request client identifier carried by the website access request, reading first recommended content which is cached in association with a corresponding content source according to the website home page request content, and determining the first recommended content as the home page content to be output of the request client; or,
based on a request client identifier carried by the website access request, reading first recommended content and latest page content which are cached in association with a corresponding content source of the website front page request content;
and obtaining the home page content to be output of the request client by using the first recommended content and the latest page content.
Optionally, the reading the cache content of the corresponding content source according to the website home page request content, and determining the cache content as the home page content to be output of the request client side includes:
under the condition that the request client is a client for accessing a website for the first time, reading second recommended content which is cached in association with a corresponding content source according to the website first page request content, and determining the second recommended content as first page content to be output of the request client; or,
Reading second recommended content and latest page content which are cached in association with corresponding content sources according to the website home page request content;
and determining the first page content to be output of the request client based on the second recommended content and the latest page content.
Optionally, the obtaining the determined page content generated by each content source, and caching the page content meeting the content requirement includes:
reading page contents generated by content sources corresponding to each layout module forming the website home page one by one;
invoking a content requirement configured for a content source type corresponding to the layout module; the content requirements include requirements for a content format and/or a content field;
detecting whether the read page content meets the corresponding content requirement;
if yes, caching the read page content;
if not, deleting the read page content and/or outputting prompt information corresponding to the abnormal home page content.
In yet another aspect, the present application further provides a page content processing apparatus, including:
the website home page request content acquisition module is used for acquiring a website access request and determining website home page request content of a accessed website;
The cache content reading module is used for reading the cache content of the corresponding content source according to the website home page request content and determining the cache content as the home page content to be output of the request client; the cache content of each content source is dynamically updated based on a heartbeat mechanism, and the heartbeat time interval is smaller than the effective cache time length of the cache content;
and the home page content feedback module to be output is used for feeding back the home page content to be output to a request client, and rendering and outputting the website home page of the accessed website by the request client based on the home page content to be output.
In yet another aspect, the present application also proposes a computer device comprising:
a communication interface;
a memory for storing a program for implementing the page content processing method as described above;
and the processor is used for loading and executing the program stored in the memory to realize the page content processing method.
In yet another aspect, the present application further proposes a computer readable storage medium, on which a computer program is stored, where the computer program is loaded and executed by a processor, to implement a page content processing method as described above.
Based on the technical scheme, the application provides a page content processing method, a device, computer equipment and a medium, wherein a website server responds to a website access request sent by a request client, and directly reads cached content from different content sources, such as the latest page content, recommended content for different users, high-quality content provided for new users and the like, cached in advance from a cache space, and the page data is not required to be read by each content source of a rear end, so that the time spent for acquiring the first page content is greatly shortened, the waiting time of a user for a website is shortened, the response speed of the website is improved, the cached content is updated periodically based on a heartbeat mechanism, the system breakdown caused by massive access to the rear end content source is avoided, and the system stability is improved.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required to be used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only embodiments of the present application, and that other drawings can be obtained according to the provided drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of a system architecture of an alternative application environment suitable for the page content processing method according to the present application;
FIG. 2 is a schematic hardware architecture diagram of an alternative example of a computer device suitable for use in the page content processing method of the present application;
FIG. 3 is a flowchart illustrating an alternative example of a page content processing method according to the present application;
FIG. 4 is a flow chart of yet another alternative example of a page content processing method according to the present application;
FIG. 5 is a flow chart of yet another alternative example of a page content processing method according to the present application;
FIG. 6 is a flow chart of yet another alternative example of a page content processing method according to the present application;
FIG. 7 is a schematic diagram showing an alternative example of a page content processing apparatus according to the present application;
FIG. 8 is a schematic diagram showing the structure of a further alternative example of the page content processing apparatus according to the present application;
FIG. 9 is a schematic diagram showing the structure of a further alternative example of the page content processing apparatus according to the present application;
fig. 10 is a schematic structural view of still another alternative example of the page content processing apparatus proposed by the present application.
Detailed Description
Aiming at the description content of the background art part, a dynamic generation website home page is provided relative to a static page, the website home page content is guaranteed to be updated in time, and the website home page content aiming at different users is determined based on a personalized recommendation algorithm, and all or part of the website home page content is cached in advance.
However, the content source of the website home page content is more, the interaction of the required service interfaces is more, and if one or more service interfaces respond untimely under the condition of larger access, the website home page display is failed or abnormal; in order to ensure the real-time performance of page contents, the caching time interval is required not to be too long, so that the probability of cache content invalidation is increased, when the cache content invalidation is performed, the data is required to be re-requested to a back-end service subsystem of the network, and when the user access concurrency is large, a large amount of accesses are gushed into the back-end service subsystem, so that blockage is easily caused, and even system breakdown is caused.
In order to solve the problems, the application proposes a heartbeat mechanism mode, which is used for actively and dynamically updating cached page contents from different service systems (namely different content sources), and the heartbeat time interval is required to be smaller than the effective caching time of the cached contents, so that when a user accesses a website, each layout module of the first page of the website is ensured to be effective all the time corresponding to the cached page contents, thereby avoiding the user from accessing to a rear service system, realizing the controllability of the access times of the rear service subsystem, namely avoiding the impact of the user behavior on the service system of the service side, and ensuring the stability of the system. In order to meet the personalized display requirements of different users on the website home page content, the pre-cached recommended content determined for the user can be read in the process of reading the cached content, and the implementation process is not described in detail herein.
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is to be understood that the embodiments described are merely some, but not all embodiments of the present application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Referring to fig. 1, a system architecture of an alternative application environment suitable for the page content processing method according to the present application may include at least one terminal 110, a website server 120, and a plurality of content servers 130, where:
the terminal 110 is configured with a client supporting website access, such as a browser (accessing a website through a web page), a professional multimedia client, a website client, and the like, after the client is started, a user can input a website domain name or select a website identifier displayed on a first page of the client, and initiate a website access request to enter a website.
In practical applications, the terminal 110 may include, but is not limited to, a smart phone, a tablet computer, a wearable device, a netbook, a smart watch, an augmented Reality (Augmented Reality, AR) device, a Virtual Reality (VR) device, a vehicle-mounted device, a robot, a smart medical device, a smart transportation device, a desktop computer, and the like. The electronic device shown in fig. 1 is only an example and should not be construed as limiting the functionality and scope of use of the embodiments of the application.
The web server 120 may be an independent physical server, a server cluster formed by a plurality of physical servers, or a cloud server capable of realizing cloud computing, etc. for supporting the business services of the web. In the present application, the web server 120 may execute the page content processing method provided by the present application, improve the response speed of the user for accessing the web site, ensure the stability of the system, and meet the personalized display requirements of different users for the home page of the web site, and the implementation process may refer to the description of the corresponding parts of the embodiments of the method described below, which are not repeated herein.
The content server 130 serves as a content source for different page content in the web site, providing the web site with the page content it presents. For example, for the home page of the website, the home page may be displayed as various types of home page contents such as characters, graphics context, video, and the like, and the link pages of different home page contents are different, so that the corresponding content sources can provide the page contents to be displayed for the home page. The present application is not limited to the type and number of each content server 130 associated with the website, as the case may be.
It should be understood that the system architecture shown in fig. 1 is not limited to the system architecture of the application environment in the embodiment of the present application, and in practical application, the system may include more devices than those shown in fig. 1, or combined devices, such as a database, a monitoring device, etc., which are not specifically recited herein.
Referring to fig. 2, a hardware architecture diagram of an alternative example of a computer device suitable for the page content processing method proposed by the present application, the computer device may be the above-mentioned web server 120, and as shown in fig. 2, the computer device may include: a communication interface 121, a memory 122, and a processor 123, wherein:
the communication interface 121 may include a data transmission interface of a communication module capable of implementing data interaction using a wireless communication network to implement data interaction between the web server 120 and clients operated by the respective terminals 110. The communication module can comprise a WIFI module, a 5G/6G (fifth generation mobile communication network/sixth generation mobile communication network) module, a GPRS module and the like; the communication interface 121 may further include a data interface for implementing data interaction between internal components of the computer device, such as a USB interface, a serial/parallel interface, I/O, etc., and the number, type and working principle of the communication interface 121 are not limited by the present application, and may be determined according to circumstances.
The memory 122 may be used to store a program for implementing the page content processing method described in the above-described method embodiments; the processor 123 may load and execute the program stored in the memory to implement the steps of the page content processing method described in the foregoing corresponding method embodiment, and the specific implementation process may refer to the description of the corresponding portion of the foregoing embodiment, which is not repeated.
In practical applications, the communication interface 121, the memory 122 and the processor 123 may be connected to a communication bus, through which data interaction between each other and other components of the computer device is implemented, which may be specifically determined according to practical requirements, and the present application will not be described in detail.
In embodiments of the present application, memory 122 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device or other volatile solid-state storage device. The processor 123 may be a central processing unit (Central Processing Unit, CPU), application-specific integrated circuit (ASIC), digital Signal Processor (DSP), application-specific integrated circuit (ASIC), off-the-shelf programmable gate array (FPGA), or other programmable logic device, etc.
It should be understood that the computer apparatus shown in fig. 2 is not limited to the computer apparatus in the embodiment of the present application, and in practical application, the computer apparatus may include more devices than those shown in fig. 2, or a plurality of combined devices, which are not listed here.
Referring to fig. 3, a flowchart of an alternative example of a method for processing page content according to the present application may be applied to a computer device, which may be the website server described above. As shown in fig. 3, the page content processing method proposed in the present embodiment may include, but is not limited to:
Step S31, obtaining a website access request and determining website top page request content of a accessed website;
in combination with the above description of the technical solution of the present application, in order to improve the response efficiency of website access and ensure the stability of the system, the first page content used for forming the first page of the website is cached in advance, so that in the scenario that any user accesses the website through the client, after receiving the website access request sent by the client (i.e. the request client for accessing the website), the website server needs to feed back each first page content forming the first page of the website to the client for displaying.
In order to enrich the content of the home page, more content of the back-end service systems (i.e., different content sources) with different sources is usually displayed in the home page, the whole display area of the home page is divided into a plurality of display subareas according to the content sources, that is, the whole home page content is divided into a plurality of content modules, the layout of the home page of the website is determined according to the visual design of the home page determined by a development designer, that is, the layout modules of which content is contained in the home page of the website are determined, and the layout modules typeset according to what layout display the content in the page from different content sources.
Based on the above, in order to accurately feed back the page content required by the client, the website server may determine the website top page request content of the accessed website, for example, may determine according to the predetermined website top page layout of the accessed website, so as to learn each layout module type forming the website top page, indicate the top page content type required to be displayed by the website top page of the accessed website, and the like, and then need to read the cache content of which content sources.
S32, according to the website home page request content, reading the cache content of the corresponding content source, and determining the cache content as the home page content to be output of the request client;
because the web page is usually designed in a modularized manner according to the type of the content source, the whole content display area of the web page is divided into a plurality of layout modules, each layout module can correspond to one content source (i.e. the service subsystem of the back end can be deployed on the content server), and page content from the content source is displayed in the display subarea. Therefore, the website server can determine the content sources corresponding to each layout module constituting the website home page by analyzing the layout of the website home page of the accessed website.
And then, the cache content of the content source corresponding to each layout module (namely, the module where the website home page request content is located) forming the website home page layout can be directly read from the cache content from each content source stored in advance in the cache space according to the website home page request content (such as the content of each layout module forming the website home page layout) of the accessed website, so that the home page content to be output is determined, and the content sources do not need to be accessed online to request the required page content, and the reading efficiency of the home page content to be output is greatly improved.
The cached content of each content source can be dynamically updated based on a heartbeat mechanism, so that the website server can periodically read the latest page content generated by each content source from each content source interface to be cached, for example, the cached page content from each content source is updated according to a preset heartbeat time interval, the heartbeat time interval is required to be smaller than the effective caching duration of the cached content, for example, 24 hours, and the like, thereby ensuring that the read cached content is always effective, solving the technical problem of system breakdown caused by massive access to the back-end content source due to invalidation of the cached content, and improving the stability of the system.
It should be noted that the present application does not describe in detail how to dynamically update the cache content of each content source constituting the home page of the website based on the heartbeat mechanism. In practical application, the heartbeat time interval and the effective caching duration of the cache content update of different content sources can be different, or the same value can be adopted.
For the above process of obtaining the home page content to be output, the latest page content read from each content source can be determined as the home page content to be output, so as to realize dynamic update of the website home page content displayed by the request client; in order to meet the personalized display requirements of different users on the home page content, the recommended content of the user can be determined from page content provided by each content source by utilizing a recommendation algorithm in combination with the historical interaction information of the user in the accessed website, and then the recommended content is cached. The present application is not described in detail herein with respect to the acquisition process of recommended content.
And step S33, feeding back the home page content to be output to the request client, and rendering and outputting the website home page of the accessed website by the request client based on the home page content to be output.
In practical application, the types of terminals used by users to access websites are different, the content formats of the to-be-output home page content fed back to the request client can be different, for example, a website access request is initiated at a mobile phone end, and the to-be-output content fed back by a website server can be a json format data string; the content to be output fed back by the website server can be an html format data packet in the website access request initiated at the computer end, and the content format of the home page content to be output is not limited.
After receiving the content to be output fed back by the website server, the request client operated by the terminal can render the content to be output locally, output the website home page of the accessed website, and present the corresponding content to be output at each layout position of the website home page so as to realize one-time access display of the website. The application does not detail the implementation process of rendering the website top page based on the contents to be output.
In summary, in the embodiment of the application, the website server responds to the website access request sent by the request client, and directly reads the cached content from different content sources, such as the latest page content, the recommended content for different users, the high-quality content provided for new users and the like, from the cache space, without accessing each content source of the back end to read page data, the time spent for acquiring the first page content is greatly shortened, the response time of the user waiting for the website is shortened, the response speed of the website is improved, the cached content is updated periodically based on the heartbeat mechanism, the system breakdown caused by a large amount of access to the back end content source is avoided, and the system stability is improved.
Referring to fig. 4, a flowchart of still another alternative example of the page content processing method according to the present application may be described from the perspective of a computer device, and the page content processing method described above may be described in detail, but is not limited to the detailed implementation method described in this embodiment. As shown in fig. 4, the method may include:
step S41, determining content sources corresponding to each layout module constructed for the home page of the website;
step S42, obtaining the page content generated by each determined content source, and caching the page content meeting the content requirement;
and the web server can read page contents generated by the corresponding content sources through the interfaces of the content sources and write the page contents into a cache space for storage in order to improve the response speed of the subsequent web site. The application does not describe in detail how to obtain the page content generated by each content source, and when the page content is read, the page content generated by the content source is generally read.
For the read page content of different layout modules corresponding to the website top page, the fixed characteristics of the page content are usually provided, so that the content requirement to be met by the top page content which can be displayed by the layout module can be determined according to the fixed characteristics, for example, the display content of the layout module, such as a general advertisement position, can be at least one json string, and can comprise img (in-line single tag), title, link and other content fields, the obtained page content from the corresponding content source of the layout module is a json string, the obtained page content is indicated to meet the content requirement of the general advertisement position by the content fields, and can be displayed in the display area of the general advertisement position of the website top page as the top page content, and the obtained page content can be written into the cache space for storage.
Otherwise, if the content format and/or the content field are inconsistent with the corresponding content requirements, the page content can be considered to be inconsistent with the content requirements, so that the page content can not be normally presented in the display area of the corresponding local module of the first page of the website.
Based on the analysis, the step S42 may include: reading page contents generated by content sources corresponding to each layout module forming the website home page one by one; invoking a content requirement configured for a content source type corresponding to the layout module, which may include requirements for content format and/or content fields, as analyzed above; then, whether the read page content meets the corresponding content requirement or not can be detected, and if so, the read page content is cached; if not, deleting the read page content and/or outputting prompt information corresponding to the abnormal home page content.
Step S43, dynamically updating the cache content from each content source in the website home page based on a heartbeat mechanism;
in the embodiment of the application, in order to ensure that the cache content accessed by a user is always effective, avoid the condition that the accessed cache content is invalid and the back end content source is required to be accessed to request page content, which leads to the blocking of the back end content source, a heartbeat mechanism is provided, and the cached front page content from different content sources is periodically updated, namely, the page content generated by each content source is periodically read according to the heartbeat time interval (the numerical value can be determined according to the actual requirement, the numerical value is not limited by the application), so that the page content of each content source stored in the cache space is always effective and contains the latest page content, thereby ensuring the stability of the system.
It should be noted that, regarding how to update the cached home page content from each content source based on the heartbeat mechanism, the implementation process may be determined by combining the working principle of the heartbeat mechanism, which is not described in detail herein in this embodiment of the present application.
Step S44, obtaining a website access request and determining website top page request content of the accessed website;
step S45, according to the website top page request content, reading the cached content of the corresponding content source, and determining the cached content as the top page content to be output of the request client;
step S46, the home page content to be output is fed back to the request client, and the website home page of the accessed website is rendered and output by the request client based on the home page content to be output.
According to the method, after the caching of the first page contents to be displayed on the first page of the website is finished in advance, the website server receives the website access request for the website initiated by any request client, and the required caching contents can be directly read from the caching space according to the website first page request contents of the website, such as the contents of all components of the first page of the website with the personalized layout which is built in advance, and the first page contents to be output are fed back to the request client rapidly as the first page contents to be output of the request client, so that the request client can output the website first page contents rapidly and accurately through rendering the first page contents to be output.
Optionally, after the server reads the cache content of each content source forming the website top page, the layout structure of the website top page to be output by the requesting client, that is, the layout template of the website top page, may be comprehensively determined according to the layout structure of the website top page (which may be determined by page appearance designers herein), even in combination with the device type of the current running terminal of the requesting client, so as to perform a combination process on the cache content, and then determine the combined content as the top page content to be output by the requesting client.
Of course, the server may also directly send the read cache contents of each content source constituting the website top page to the request client, so that the request client combines the cache contents according to the layout template of the website top page, renders and outputs the website top page, etc.
Referring to fig. 5, a flowchart of another alternative example of a page content processing method provided by the present application may be used to refine a description of a cache implementation process of cache content of each content source corresponding to a web site home page layout, including but not limited to a cache implementation method described in context, as shown in fig. 5, where the method may include:
step S51, determining content sources corresponding to each layout module forming the home page of the website;
step S52, acquiring page content generated by each determined content source based on a heartbeat mechanism;
the implementation process of step S51 and step S52 may be described according to the corresponding parts of the above embodiments, which are not described herein.
It should be noted that, since the types of page contents generated by different content sources are different, and the characteristics of update speed, heat and the like are different, the heartbeat time interval in the process of updating the page contents of each content source based on the heartbeat mechanism can be different, and can be determined according to the content update condition of the content source.
Step S53, acquiring historical interaction information of a website access user in a website;
step S54, based on the historical interaction information, screening page contents from different content sources by using a recommendation algorithm to obtain first recommended contents of corresponding content sources;
Step S55, carrying out associated cache on the first recommended content and the content source;
in the embodiment of the application, in order to meet the personalized display requirements of different users on the website top page, page contents generated by various content sources required by the website top page can be regularly read based on a heartbeat mechanism and cached, and meanwhile, page contents interested by the user can be predicted by using a recommendation algorithm and recorded as first recommendation contents based on historical interaction information of the user in the website, such as operation behavior data of the user in the website. The present application is not described in detail herein with respect to the method for acquiring the first recommended content.
In order to reduce the calculation amount and the buffering amount of the recommended content and improve the calculation efficiency, the calculation process of the first recommended content can be realized by combining a clustering algorithm, such as clustering the page content of each content source, and then combining the historical interaction information to identify one or more types of interested page content so as to obtain the first recommended content. And clustering the multiple website access users based on at least the historical interaction information, and calculating first recommended contents interested by various users so as to determine the website top page contents output by the client by identifying the user types.
In still other embodiments, the present application may pretrain a content recommendation model, input the obtained historical interaction information and page content from different content sources into the content recommendation model, and output the first recommended content corresponding to the content source.
After determining the first recommended content of the website access user aiming at different content sources of the website home page according to the method, the first recommended content can be written into a cache space for storage, for example, the first recommended content corresponding to different layout modules of the website home page is associated with the content sources of the layout modules, and then the obtained association relationship and the first recommended content are written into the cache space for storage, so that the personalized home page content caching is realized.
It should be noted that, the method for calculating the first recommended content and the method for implementing the cache thereof are not limited, and can be determined according to the scene requirement. The cached first recommended content may be updated based on changes in the historical interaction information and/or changes in page content from the corresponding content source; the update may be performed periodically based on a heartbeat mechanism, where the heartbeat time interval may be the same as or different from the heartbeat time interval for periodically reading the page content of the corresponding content source.
Step S56, obtaining a website access request and determining website top page request content of the accessed website;
step S57, based on a request client identifier carried by a website access request, reading first recommended content associated and stored by each corresponding content source according to the website home page request content;
step S58, determining the first recommended content as the home page content to be output, feeding the home page content back to the request client, rendering the first recommended content by the request client, and outputting the website home page of the accessed website.
In order to meet the personalized display requirement of the website top page, in the process that a user accesses the website, the pre-cached first recommended content calculated for the user, namely, the page content which the user may be interested in, can be directly read from the cache space, and fed back to the request client for rendering, and the website top page containing the first recommended content is output, namely, the first recommended content from the corresponding content source is presented in the display area of each layout module of the website top page. Therefore, the website server does not need to execute a recommendation algorithm on line, and calculates personalized website home page contents.
After receiving the website access request sent by the request client, the website server can analyze the website access request to determine the request client identifier, and then can inquire whether the first recommended content corresponding to the request client identifier is stored in the cache space according to the request client identifier, namely whether the personalized content of the website access user is pre-cached, and if the personalized content exists, the inquired first recommended content is directly fed back to the request client as the first page content to be output; if the first recommended content is not available, the latest page content generated by each content source can be read and fed back to the request client as the first page content to be output, or the cached page content of each content source is processed by using a recommendation algorithm based on historical interaction information, so that the first recommended content for the website access user is obtained and fed back to the request client as the first page content to be output, and the calculation implementation method of the recommended content is not described in detail herein.
The request client identifier may be a unique identifier characterizing the identity of the website access user, such as an account ID, etc., and the application does not limit the content of the request client identifier, and may be determined according to circumstances.
In still other embodiments, after receiving the website access request, the website server may directly read the latest page content cached by each corresponding content source according to the website home page request content after determining the website home page request content of the accessed website, and determine the latest page content as the home page content to be output of the request client to be fed back to the request client.
Alternatively, the first recommended content of the cache associated with each content source corresponding to the website top page may be read while the latest page content is read according to the method described above, and then the first recommended content and the latest top page content may be utilized to obtain the top page content to be output, for example, fusion processing is performed on the first recommended content and the latest top page content corresponding to the same content source, to obtain the top page content to be output, which is not limited to this processing manner.
Therefore, when the request client accesses the website, the first recommended content and the latest page content can be directly read from the cache space, the dynamically obtained content to be output is quickly fed back to the request client, the content to be output is combined according to the layout template of the website head page, and the website head page is rendered and output, so that the high response speed of the website is ensured; and the access times of the content source interface and the access times of the cache space are the same as the heartbeat times, so that the access controllability of the content source at the back end is realized, and the access to the content source is blocked outside the cache under the high concurrency access scene, thereby avoiding the system breakdown caused by a large number of access gushes into the content source at the back end and improving the system stability.
Referring to fig. 6, a flowchart of another alternative example of a page content processing method provided by the present application may be a further alternative refinement of a method for implementing caching of cache content of each content source corresponding to a website top page layout, which is applicable to a new user accessing a website scene. As shown in fig. 6, the method may include:
step S61, determining content sources corresponding to each layout module forming the home page of the website;
step S62, obtaining second recommended content from different content sources;
in the embodiment of the application, the second recommended content can be determined based on feedback information (such as page content evaluation displayed by the website, feedback whether the website is interested or not, and the like), service hotspot information and/or content attribute information (such as type, release time, publisher attribute, and the like) and the like of the website access user, and can be dynamically updated.
Step S63, carrying out associated cache on the second recommended content and the content source;
in order to improve the feeling of the new user accessing the website, the first page content of the website displayed to the new user contains high-quality content corresponding to the content source, and the new user is attracted to continue accessing the website content. The application provides the method for calculating the high-quality content of different content sources corresponding to the home page of the website in advance, marking the high-quality content as second recommended content, and caching after associating the second recommended content with the content source.
The second recommended content of different content sources can be obtained by calculation at the content source side, so that the website server can directly read the second recommended content determined by the content source; of course, after the web server obtains the page content generated by each content source, the second recommended content of the content source may be calculated and obtained based on the feedback information, the service hotspot information, the content attribute information, and the like, and then cached. The present application does not limit the method for obtaining step S62.
Step S64, obtaining a website access request and determining website top page request content of a accessed website;
step S65, based on a request client identifier carried by a website access request, determining that the request client is a client of a home page access website, and reading second recommended content which is associated with each content source and is cached by the corresponding home page of the website;
and step S66, feeding the second recommended content back to the request client as the home page content to be output, rendering the home page content to be output by the request client, and outputting the website home page.
In the embodiment of the application, based on the request client identifier carried by the website access request, the website access user is determined to belong to a new user, namely, the website is accessed for the first time, and in order to attract the user to continuously access the website, the high-quality content can be displayed in the output website front page, so that the website server can directly read the second recommended content of each content source of the pre-cache, feed the second recommended content back to the request client for rendering, and output the second recommended content after combining according to the layout template of the website front page.
It should be understood that in the scenario that the new user accesses the website for the first time, after determining the website top page request content of the accessed website, the second recommended content and the latest page content of the content source association cache corresponding to each layout module forming the website top page can be read according to the website top page request content, and then the top page content to be output is determined based on the second recommended content and the latest page content, for example, fusion processing is performed on the second recommended content and the latest page content, so that dynamic update of the website top page content is realized, the new user is attracted to continue to access the website through the displayed high-quality content, and the website viscosity is improved.
For the page content processing method described in the above embodiments, according to the content to be displayed and the desired display effect of the website, the completed visual design of the top page of the website (i.e., the top page effect diagram) generally includes a fixed portion corresponding to the visual effect such as background and rendering, and a variable portion corresponding to the website content element to be displayed in the fixed region. For example, a website identifier (which may change along with holiday changes) located at the left of the head of the website may be designed, and its layout position, a general column (which may show variable combinations of pictures, words, hyperlinks, etc., and may provide its content from each content source associated with the rear end of the website server, and then be fed back to the requesting client by the website server.
Therefore, based on the visual design of the website top page, the business system (namely, content source) of the content sources of each layout module forming the website top page can be determined, the variable parts are selected from the business system, and the definitions of the content (corresponding to the page content provided by the content source) and each data name (corresponding to the page content name provided by the content source) output by different interfaces (namely, different content source interfaces) are formulated according to the position sequence and the content characteristics to form the corresponding website top page layout document. After the data definition rule is formulated according to the content to be output by the display effect of each layout module of the website home page, namely, the layout structure or the template of the website home page is determined, the data definition rule can be sent to the request client at the front end, so that the request client can assemble and display the received home page content to be output according to the data definition rule, and the website home page conforming to the visual design of the website home page is output.
For each content source side corresponding to the home page content displayed by the website home page, a data management function can be developed according to data requirements, a data output interface (namely the content source interface) is written, so that page content generated by the corresponding content source can be read through calling the data output interface later, then the page content is assembled according to the data definition rule, the obtained data package is fed back to a client, the client analyzes the data package, and each obtained page content is output to a corresponding position for display, and website home page rendering display is completed. Therefore, in the above embodiments of the method, after the website server reads each cache content from the cache space, the website server may assemble the cache content according to a preset data definition rule, and feed the obtained data packet back to the request client for analysis and rendering, and the request client outputs the rendered website top page.
For the page content processing method described in the above embodiments, according to the content to be displayed and the desired display effect of the website, the completed visual design of the top page of the website (i.e., the top page effect diagram) generally includes a fixed portion corresponding to the visual effect such as background and rendering, and a variable portion corresponding to the website content element to be displayed in the fixed region. For example, a website identifier (which may change along with holiday changes) located at the left of the head of the website may be designed, and its layout position, a general column (which may show variable combinations of pictures, words, hyperlinks, etc., and may provide its content from each content source associated with the rear end of the website server, and then be fed back to the requesting client by the website server.
Therefore, based on the visual design of the website top page, the business system (namely, content source) of the content sources of each layout module forming the website top page can be determined, the variable parts are selected from the business system, and the definitions of the content (corresponding to the page content provided by the content source) and each data name (corresponding to the page content name provided by the content source) output by different interfaces (namely, different content source interfaces) are formulated according to the position sequence and the content characteristics to form the corresponding website top page layout document. After the data definition rule is formulated according to the content to be output by the display effect of each layout module of the website home page, namely, the layout structure or the template of the website home page is determined, the data definition rule can be sent to the request client at the front end, so that the request client can assemble and display the received home page content to be output according to the data definition rule, and the website home page conforming to the visual design of the website home page is output.
For each content source side corresponding to the home page content displayed by the website home page, a data management function can be developed according to data requirements, a data output interface (namely the content source interface) is written, so that page content generated by the corresponding content source can be read through calling the data output interface later, then the page content is assembled according to the data definition rule, the obtained data package is fed back to a client, the client analyzes the data package, and each obtained page content is output to a corresponding position for display, and website home page rendering display is completed. Therefore, in the above embodiments of the method, after the website server reads each cache content from the cache space, the website server may assemble the cache content according to a preset data definition rule, and feed the obtained data packet back to the request client for analysis and rendering, and the request client outputs the rendered website top page.
In still other embodiments, as shown in fig. 10, the cache content reading module 72 may further include:
a second recommended content acquisition unit 728 for acquiring second recommended content from a different content source; the second recommended content is determined based on feedback information, service hot spot information and/or content attribute information of the website access user;
A second association buffer unit 729 for performing association buffer on the second recommended content and the content source so as to read the second recommended content associated with the content source of the requested content according to the second recommended content;
wherein the second recommended content is dynamically updatable.
Optionally, the cache content reading unit 724 may include:
a fourth reading unit, configured to, when the request client is a client that accesses the website for the first time, read, according to the website home page request content, second recommended content that is cached in association with a corresponding content source, and determine the second recommended content as to-be-output home page content of the request client; or,
a fifth reading unit, configured to read, according to the website first page request content, second recommended content and latest page content cached in association with each corresponding content source;
and the second obtaining unit is used for determining the home page content to be output of the request client based on the second recommended content and the latest page content.
The page content caching unit 722 may include:
the sixth reading unit is used for reading page contents generated by the content sources corresponding to the layout modules forming the website home page one by one;
A content requirement calling unit, configured to call a content requirement configured for a content source type corresponding to the layout module; the content requirements include requirements for a content format and/or a content field;
the detection unit is used for detecting whether the read page content meets the corresponding content requirement;
the first caching unit is used for caching the read page content when the detection result of the detection unit is yes;
a deleting unit, configured to delete the read page content and/or delete the read page content if the detection result of the detecting unit is no;
and the abnormality prompting unit is used for outputting prompting information corresponding to the abnormal content of the home page under the condition that the detection result of the detection unit is negative.
It should be noted that, regarding the various modules, units, and the like in the foregoing embodiments of the apparatus, the various modules and units may be stored as program modules in a memory, and the program modules stored in the memory may be executed by a processor to implement corresponding functions, or may be implemented by a combination of the program modules and hardware, and regarding the functions implemented by each program module and a combination thereof, and the achieved technical effects, the description of corresponding parts of the foregoing method embodiments may be referred to, which is not repeated in this embodiment.
The embodiment of the application also provides a computer readable storage medium, on which a computer program is stored, the computer program is loaded and executed by a processor, to implement the steps of the above page content processing method, and the specific implementation process can refer to the description of the corresponding parts of the above embodiment, which is not repeated.
Finally, it should be noted that, in the embodiments described above, unless the context clearly indicates otherwise, the words "a," "an," "the," and/or "the" are not to be construed as limiting, but rather as including the singular, as well. In general, the terms "comprises" and "comprising" merely indicate that the steps and elements are explicitly identified, and they do not constitute an exclusive list, as other steps or elements may be included in a method or apparatus. The inclusion of an element defined by the phrase "comprising one … …" does not exclude the presence of additional identical elements in a process, method, article, or apparatus that comprises an element.
Wherein, in the description of the embodiments of the present application, unless otherwise indicated, "/" means or, for example, a/B may represent a or B; "and/or" herein is merely an association relationship describing an association object, and means that three relationships may exist, for example, a and/or B may mean: a exists alone, A and B exist together, and B exists alone. In addition, in the description of the embodiments of the present application, "plurality" means two or more than two.
The terms "first," "second," and the like, herein are used for descriptive purposes only and are not necessarily for distinguishing one operation, element or module from another, and not necessarily for describing a particular relationship or order between such elements, elements or modules. And is not to be taken as indicating or implying a relative importance or implying that the number of technical features indicated is such that the features defining "first", "second" or "a" may explicitly or implicitly include one or more such features.
In addition, various embodiments in the present specification are described in a progressive or parallel manner, and each embodiment is mainly described in a different manner from other embodiments, and identical and similar parts between the various embodiments are only required to be mutually referred. For the apparatus and the computer device disclosed in the embodiments, the description is relatively simple, and the relevant places refer to the description of the method section because the apparatus and the computer device correspond to the methods disclosed in the embodiments.
Those of skill would further appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both, and that the various illustrative elements and steps are described above generally in terms of functionality in order to clearly illustrate the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the particular solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (10)

1. A method of processing page content, the method comprising:
acquiring a website access request and determining website top page request content of a accessed website;
reading the cache content of the corresponding content source according to the website home page request content, and determining the cache content as the home page content to be output of the request client; the cache content of the content source is dynamically updated based on a heartbeat mechanism, and the heartbeat time interval is smaller than the effective cache duration of the cache content;
and feeding back the home page content to be output to the request client, and rendering and outputting the website home page of the accessed website by the request client based on the home page content to be output.
2. The method according to claim 1, wherein the method for obtaining the cached content of each content source of the website top page comprises:
determining content sources corresponding to each layout module forming the website home page;
acquiring the determined page content generated by each content source, and caching the page content meeting the content requirements;
and dynamically updating the cache content from each content source based on a heartbeat mechanism.
3. The method of claim 2, wherein the method for obtaining the cached content of each content source of the website top page further comprises:
acquiring historical interaction information of a website access user in a website;
screening page contents from different content sources by using a recommendation algorithm based on the historical interaction information to obtain first recommendation contents corresponding to the content sources;
performing associated caching on the first recommended content and the content source;
wherein the first recommended content can be updated based on changes in the historical interaction information and/or changes in page content from the corresponding content source.
4. The method of claim 2, wherein the method for obtaining the cached content of each content source of the website top page further comprises:
Acquiring second recommended content from different content sources; the second recommended content is determined based on feedback information, service hot spot information and/or content attribute information of the website access user;
performing associated caching on the second recommended content and the content source;
wherein the second recommended content is dynamically updatable.
5. The method of claim 3, wherein the step of reading the cache content of the corresponding content source according to the web site first page request content, determining the first page content to be output as the request client, comprises:
reading the latest page content cached by the corresponding content source according to the website home page request content, and determining the latest page content as the home page content to be output of the request client; or,
based on a request client identifier carried by the website access request, reading first recommended content which is cached in association with a corresponding content source according to the website home page request content, and determining the first recommended content as the home page content to be output of the request client; or,
based on a request client identifier carried by the website access request, reading first recommended content and latest page content which are cached in association with a corresponding content source of the website front page request content;
And obtaining the home page content to be output of the request client by using the first recommended content and the latest page content.
6. The method according to claim 4, wherein the step of reading the cache content of the corresponding content source according to the web site first page request content, determining the first page content to be output as the request client, includes:
under the condition that a request client is a client for accessing a website for the first time, reading second recommended content which is cached in association with a corresponding content source according to the website first page request content, and determining the second recommended content as first page content to be output of the request client; or,
reading second recommended content and latest page content which are cached in association with a corresponding content source according to the website home page request content;
and determining the first page content to be output of the request client based on the second recommended content and the latest page content.
7. The method according to any one of claims 2-6, wherein said obtaining the determined page content generated by each content source, and caching the page content meeting the content requirement, comprises:
reading page contents generated by content sources corresponding to each layout module forming the website home page one by one;
Invoking a content requirement configured for a content source type corresponding to the layout module; the content requirements include requirements for a content format and/or a content field;
detecting whether the read page content meets the corresponding content requirement;
if yes, caching the read page content;
if not, deleting the read page content and/or outputting prompt information corresponding to the abnormal home page content.
8. A page content processing apparatus, the apparatus comprising:
the website home page request content acquisition module is used for acquiring a website access request and determining website home page request content of a accessed website;
the cache content reading module is used for reading the cache content of the corresponding content source according to the website home page request content and determining the cache content as the home page content to be output of the request client; the cache content of the content source is dynamically updated based on a heartbeat mechanism, and the heartbeat time interval is smaller than the effective cache duration of the cache content;
and the home page content feedback module to be output is used for feeding back the home page content to be output to the request client, and rendering and outputting the website home page of the accessed website by the request client based on the home page content to be output.
9. A computer device, the computer device comprising:
a communication interface;
a memory for storing a program for implementing the page content processing method according to any one of claims 1 to 7;
a processor for loading and executing the program stored in the memory to implement the page content processing method as claimed in any one of claims 1 to 7.
10. A computer readable storage medium having stored thereon a computer program, wherein the computer program is loaded and executed by a processor to implement the page content processing method according to any of claims 1-7.
CN202310983241.1A 2023-08-07 2023-08-07 Page content processing method, device, computer equipment and medium Pending CN116701800A (en)

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Application publication date: 20230905