TW201917577A - Data processing method and apparatus for page access and electronic device - Google Patents

Abstract

Disclosed in embodiments of the present application are a data processing method and apparatus for page access and an electronic device. The method comprises: collecting user behavior data and predicting a user behavior trend, loading the corresponding document resource from the server in advance according to the prediction result of the user behavior, constructing a page document, and buffering the page document into a user local terminal (eg. buffering the page document to the memory) for storage. Thus, when the user clicks or enters the page, the page resource can be quickly read from the local terminal and displayed, so that the user can quickly enter the corresponding product page.

Description

Data processing method, device and electronic device for page access

The embodiment of the present specification belongs to the technical field of computer data processing, and in particular, to a data processing method, device and electronic device for page access.

With the development of mobile internet technology, the demand for mobile internet services is also growing rapidly. The mobile terminal APP (application) quickly opens the page and responds to user operations. It is an important research direction for the APP application developers and operators to enhance the user application experience. When the user clicks into the application page, it is usually necessary to download the resource from the server according to the user's operation, and then jump to the target page to display the content information of the newly opened page. Due to user actions, cross-border access, etc., there are some unstable and uneven network conditions between the client and the server for data transmission, which often causes the application page to open slowly or even open the page. At present, the existing methods for accelerating applications to open pages in the existing solutions are mainly network application level optimization, such as optimizing DNS (advance analysis), static resource warming, and the like. At present, various optimization schemes based on the network application layer have appeared, and this method has gradually entered a bottleneck period, and it is more and more difficult to further improve the page access speed. Therefore, the industry needs an implementation that can more effectively improve page access speed.

The embodiment of the present invention aims to provide a data processing method and device for page access, and an electronic device, which can predict user behavior and download corresponding resources to the memory, so that the user can read the display page resource from the memory when the user accesses the page. Greatly improved page access speed and improved user experience. The data processing method, device and electronic device for page access provided by the embodiments of the present invention are implemented in the following manner: A data processing method for page access, the method comprising: monitoring and acquiring behavior data of operation of a user terminal; Determining the expected operation behavior of the user according to the behavior data; determining a pre-trigger product service corresponding to the expected operation behavior; loading the resource corresponding to the pre-trigger product service from the resource server, and constructing the page resource for local storage; Reading, according to the access request of the target page, the corresponding page resource from the local storage, and displaying the information content of the target page based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product . A page access data processing device, the device comprising: a page access module, configured to receive an access request of a target page, determine whether the access request accesses a product service corresponding to a predicted user behavior; And a module for obtaining a page document that pre-caches the product service in the memory when the access request accesses a product service corresponding to the predicted user behavior, where the page document includes a prediction based user at the terminal The operation behavior on the server preloads the corresponding product resource from the server and constructs the page document; the resource replacement module is configured to replace the page document with the display document of the target page; the content display module is used to The presentation document displays information content of the target page. A data access device for page access, comprising a processor and a memory for storing executable instructions of the processor, the processor executing the instruction: monitoring and acquiring behavior data of operation of the user terminal; The data predicts the expected operational behavior of the user; determines a pre-trigger product service corresponding to the expected operational behavior; loads the resource corresponding to the pre-trigger product service from the resource server, and constructs the page resource for local storage; The access request reads the corresponding page resource from the local storage, and displays the information content of the target page based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product. An electronic device comprising at least one processor and a memory storing instructions executable by the processor, the processor executing the instructions to: monitor and acquire behavior data of operation of the user terminal; predict the user's expectation according to the behavior data An operation behavior; determining a pre-trigger product service corresponding to the expected operation behavior; loading a resource corresponding to the pre-trigger product service from a resource server, and constructing a page resource for local storage; The corresponding page resource is read in the local storage, and the information content of the target page is displayed based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product. A data processing method for page access, the method comprising: receiving an access request of a target page, determining whether the access request accesses a pre-trigger product service, and the pre-trigger product service comprises predicting a user on a terminal a product service determined by predicting an operation behavior; if yes, acquiring a page document that pre-caches the pre-trigger product service in the memory, the page document including loading a resource corresponding to the pre-trigger product from a server in advance, The page document of the resource construction target page; completely replaces the page document of the current page with the page document of the target page; and displays the information content of the target page based on the replaced page document. The data processing method, device and electronic device for page access provided by the embodiments of the present invention can collect user behavior data and predict user behavior trends, and pre-load corresponding document resources from the server according to the prediction result of the user behavior, and construct a page. Document and cache it to the user's local terminal (such as cache to memory) for storage. In this way, when the user clicks or enters the page, the page resource can be quickly read and displayed from the local terminal, which can effectively solve the network request time of the user terminal to the server page resource when the user initiates the page access, so that the user can be very fast. Entering the corresponding product page greatly improves the user terminal page access experience.

In order to make those skilled in the art better understand the technical solutions in the specification, the technical solutions in the embodiments of the present specification will be clearly and completely described in conjunction with the drawings in the embodiments of the present specification. The embodiments are only a part of the embodiments in the specification, and not all of the embodiments. All other embodiments obtained by a person of ordinary skill in the art based on one or more embodiments of the present specification without departing from the scope of the present invention should fall within the scope of the embodiments of the present invention. FIG. 1 is a schematic flowchart diagram of an embodiment of a data processing method for page access provided by the present specification. Although the present specification provides method operational steps or apparatus structures as shown in the following embodiments or figures, more or a portion of the combined fewer operational steps may be included in the method or apparatus based on conventional or no inventive labor. Or module unit. In the steps or structures in which the necessary causal relationship does not exist logically, the execution order of the steps or the module structure of the device is not limited to the execution order or the module structure shown in the embodiment or the drawings. When the device, the server or the terminal product of the method or module structure is applied, it may be executed sequentially or in parallel according to the method or the module structure shown in the embodiment or the figure (for example, a parallel processor or Multi-threaded processing environment, even implementation environments including decentralized processing and server clustering). At present, most of the optimized solutions for improving the access speed of the service are optimized at the network application level. In the implementation provided by this specification, the access to the service product accessed by the user may be started, especially the acceleration of the access page at the expression link level of the business logic. For example, the posture and angle of the user holding the terminal device, the position and the gesture direction of the user's current finger, and the like, and the product service provided by the user may be used to predict the operation that the user may perform next. The resource information of the product service associated with the predicted user behavior can then be downloaded from the server to the terminal device in advance, the page document corresponding to the product is constructed, and cached in the memory of the local terminal device, such as memory. In this way, when the user actually performs the predicted behavior of the user, the terminal device can load the acquisition page and other resource materials from the memory. Because it is the reading of the terminal local memory data, compared with the normal requesting resources from the server and performing network transmission and rendering processes, the user can see the corresponding product page in a very short time, which greatly improves the processing. User's page access experience. The following describes an embodiment of the specification by taking a specific application scenario as an example. The local cache in this application scenario is a memory. In other implementation scenarios, the local storage may also include storage in the network, or may be resident in a local flash memory or a mobile device. . The description of the following embodiments does not constitute a limitation of other expandable technical solutions based on the present description. For example, as shown in FIG. 1 , in an embodiment of the data processing method for page access provided by the present specification, the method may include: S2: monitoring and acquiring behavior data of operation of the user terminal; S4: The behavior data is used to predict the expected operation behavior of the user; S6: determining the pre-trigger product service corresponding to the expected operation behavior; S8: loading the resource corresponding to the pre-trigger product service from the resource server, and constructing the page resource as a local resource S10: reading a corresponding page resource from the local storage based on an access request of the target page, displaying information content of the target page based on the read page resource, where the target page includes triggering the pre-trigger product The page of the business jump. The solution of the embodiments of the present specification can be used in various types of terminal devices such as mobile terminals, smart phones, in-vehicle devices, smart wearable devices, personal computers, handheld devices, micro or large servers. These terminal devices may include applications used by one or more users, such as shopping applications, browsers, payment applications, and the like. In this embodiment, the operation information of the user on the terminal device, the status information of the terminal, and the like can be monitored and acquired, and then an algorithm for predicting the behavior of the terminal user can be designed in combination with the data to predict the next possible operation of the user. For example, if it is detected that the user searches for a recently broadcasted movie name using the search function on the terminal, it can be predicted that the user may click on the "purchase" product business and enter the corresponding ticket purchase page to purchase the ticket, or click on the "film review" product. The business conducts a review page to view movie word-of-mouth. In this embodiment, the user's behavior may be predicted based on various monitoring and acquisition information, such as the current operation behavior of the user, and then the corresponding product resources are downloaded from the server in advance to construct a page document of the product corresponding to the predicted user behavior. In a specific implementation manner, the monitoring user terminal operation includes monitoring, by using a sensor device of the terminal, a terminal space state and a manipulation behavior generated on the terminal. The sensor device may include, but is not limited to, a gyroscope, a level, a compass (a compass), a display screen, a distance sensor, a temperature sensor, a humidity sensor, and the like. One or more of the data information can be monitored to determine the status of the terminal and the user and to predict the actions that the user may perform. As described above, when the user searches for a movie title, the predicted user behavior can be obtained by clicking "buy ticket" and clicking "film review". The terminal application can load the corresponding document resource from the server according to the resource information of the "purchase ticket" and "film review" products, and then parse and construct the page document corresponding to the "purchase ticket" and "film review" product services. The page documents for these product businesses can be stored in the memory of the terminal. In this way, when the user actually clicks on the "purchase ticket" or "film review" product service on the terminal, the terminal application can know that the product service clicked by the user is the product service corresponding to the previously predicted user behavior, and the page document has been pre-fastened. Take it in the memory of the terminal. At this point, the terminal application can obtain the "purchase ticket" or "film review" page document from the local memory, and then replace the page document with the current page document. The terminal application can display a "purchase ticket" or "film review" page document based on the replaced document. Users can also quickly view the page information content to enhance the user experience. One embodiment of the present specification provides a processing scheme for predicting user behavior and downloading page resources for product services. Specifically, in another embodiment of the method, the predicting the expected behavior of the user according to the user behavior data includes: S40: determining a trend behavior of the current operation according to the behavior data, where the behavior data includes Detecting at least one of the spatial position of the terminal, the tilt angle of the terminal, the touch position on the touch screen, and the sliding track on the touch screen; S42: calculating the trend by combining the provided product business data a product service to which the behavior is associated, to trigger the associated product service as a predicted expected operational behavior; correspondingly, selecting at least one of the associated product services as a pre-trigger product service corresponding to the expected operational behavior . The information related to the terminal may include information indicating the form of the terminal device in the physical space used by the user, such as displaying screen orientation information, a horizontal screen or an upright screen, a terminal tilt angle, and the like. The touch information related to the user may include information indicating user's touch operation such as location information of the user's contact on the terminal device, direction of the slide, single or two fingers or other multi-finger touch, sensed or detected gesture. For example, in an example, the posture and angle information of the terminal device held by the user through the gyroscope may be included. In the embodiment of the present specification, the user may calculate the next possibility according to the gyroscope, the touch information, and the like, and the service data on the server side. Conducted behavior. The server side can be stored for big data, and can include business data of all or multiple products of the terminal application. In an example, different application scenarios may be mapped to different product services according to predicted user behaviors, and a correspondence between user behaviors and product services is established. For example, the current page is the home page of an application, which can include multiple product services. When it is detected that the user's handheld terminal device is tilted to the right and the user's finger is moving to the upper right of the screen, it can be predicted that the user may click on the product service A at the upper right corner of the current page. Then, the corresponding relationship between the above behavior of the user and the product service A in the current page can be established. If the current page is the page of the product service A, it is also predicted that when the user's handheld terminal device is tilted to the right and the user's finger moves to the upper right of the screen, it is predicted that the user may click on the upper right corner of the product page A. Product Business A of "View Event Details". In an example as described above, the trend behavior determined according to the user's touch, gyroscope or the like may include "the user may have to click on the upper right corner of the current page", according to the distribution or configuration information according to the product service in the current page. , it can be determined that the trend behavior in the trend behavior of "the handheld terminal device is tilted to the right and the user's finger moves to the upper right of the screen" and "the user may want to click at the upper right corner of the current page", the associated product service may include a Or a plurality of product behaviors in which the trend behavior is related to sliding the track on the touch screen, or one or more of the trend behaviors of the sliding track within a predetermined range, as shown in FIG. 9, FIG. 9 is based on monitoring data prediction A schematic diagram of the product business to which the user's trend behavior is associated, with coordinates (x, y, z). In the application scenario shown in FIG. 9, according to the current gesture of the user, the sliding track L1 to the upper right corner, and the sensor data tilted to the right by the terminal device, the trend behavior of the user currently scheduled may be predetermined, and the user may continue to the upper right next. The corner continues to move the finger and may trigger product business A. The trajectory generated in this trend behavior is L2. The associated product business is then derived based on the predicted user's trend behavior. In the example scenario of FIG. 9 , the associated product service may include product service A. In other implementation manners, multiple product services may also be included. For example, in addition to product service A, the predicted trajectory L2 may also be included. Product business B, or may also include product business C within a certain range of L2. Then, one or more product services to which the association is associated may be selected as a pre-trigger product service, for example, product services A and B are selected as pre-trigger product services. In this way, the terminal device can first download related resources of the pages corresponding to the product services A and B from the resource server, and construct corresponding page documents for local storage. When the user actually triggers the product service A or B, the terminal device can quickly read and display the page content of the product service A or B directly from the local storage, such as the memory, so as to preload before the user actually triggers the product page to open the corresponding page. The corresponding page resource saves the network request time for requesting the resource when the user triggers, so that the user can instantly see the corresponding product page, which greatly improves the user experience. In another embodiment, the server prediction may further assign different weight values to different product services according to the traffic information of the product service, such as the traffic information or the traffic after the search. The traffic data may include click traffic or other historical data of the product, and may be used to determine the weight value of the product service based on the traffic data. Specifically, in another embodiment of the method in this specification, S60: when determining a pre-trigger product service, selecting a product service whose weight value reaches a preset threshold is used as a pre-trigger product service, where the weight value includes The access traffic data of the product business data is the weight value assigned to the product business. Specifically, on the server side, the access amount of a hot zone of the page can be used as a parameter to measure the weight. In a specific implementation manner, if the single trend behavior corresponds to at least two product services, if the single trend behavior corresponds to at least two product services, the product service whose weight value meets the screening requirement is selected as the pre-trigger product service. For example, in the above example, in the product business A, B, and C associated with the trend behavior, the server big data analysis statistics can be found that in the current page, the product service A has the highest access traffic, reaching 38% (may also be a click The way the number of times is expressed), product business B and C are 12% and 2%, respectively. The server can set the weight values of product services A, B, and C in the current page according to the range traffic data in advance. In one embodiment, the weight value may be valid only in the current page, for example, in other page scenarios that also include product service A, the weight value of product service A may change. For example, if there is another product service D in a sub-page that is higher than the product business A, then in the sub-page, although the total number of clicks of the product business A is 2 million as in the main page, but in the sub-page The total number of clicks in the product business D is 2.5 million, the product business has the highest weight value in the main page, and the weight value in the sub-page is smaller than the product business D. The access traffic data can be converted into a corresponding weight value and assigned to the corresponding product service. For example, the weight values of the product services A, B, and C can be respectively 3. 8, 1, 1. 2, 0. 2. When the pre-trigger product is selected, the product service whose weight value is greater than the preset threshold value can be selected as the pre-trigger product service. If the product service with the weight value greater than 1 is selected, the product services A and B can be used as the pre-trigger product service. The preset thresholds described above may be set according to actual application scenarios, screening requirements, and the like. In the above example, when the weight values of the product services A and B are greater than the preset threshold, the product services A and B can be simultaneously used as the corresponding product services for predicting user behavior, and the product services A and B can be downloaded from the server. Resource data to the terminal, build A and B page documents. 2 is a flow chart showing a trend of predicting user behavior in an implementation example of the method provided by the present specification. As shown in Figure 2, among them, 1. 1 gyroscope, you can use the mobile phone's gyroscope system to get the posture and angle of the user's holding device, so as to estimate the user's current operation direction, such as clicking on a product icon in the upper right corner or in the middle, or open another page to adjust, open new Applications, etc. 1. 2 Touch information, can monitor the position of the user's current finger and the orientation of the gesture, including single-finger or multi-finger operation, the position of the touch, the direction of the slide, and even the orientation of the user's gesture action through light sensing. 1. 3 Server big data, the server assigns different weight values to different services according to the traffic of related services. 1. 4 User behavior trend, combined with the operation direction given by the gyroscope in the client and the current gesture information of the user, using the different weights based on the big data of the server, the current behavior trend matrix of the user is calculated. The data of these behavioral trend matrices can be transformed into corresponding user behaviors through relevant algorithms. The terminal device may include an algorithm for mapping user behavior to product service, as shown in FIG. 3, which is a schematic diagram of the predicted user behavior in the embodiment of the present specification mapped to the corresponding pre-trigger product service. It can be mapped to different pre-trigger product services according to the user's current behavior trend matrix, thereby establishing a correspondence between user behavior and product service. After obtaining the product business corresponding to the predicted user behavior, the document resource can be downloaded from the server, the page document is parsed and built, and then cached into the memory. In a specific implementation, the loading of the resource of the pre-trigger product service from the resource server and the storage of the page resource for local storage may include: obtaining, according to the resource information of the pre-trigger product service, from the resource server. Corresponding document information; parsing the document information, constructing a page document of the pre-trigger product service; and caching the page document into the local memory. FIG. 4 is a schematic diagram of a process flow of page preloading in an implementation example of the method provided by the present specification. As shown in Figure 4, it can include: 1 Product metadata, the product's metadata defines the basic information about the product and the corresponding resource link address. 3. 2 XMLHttpRequest, extensible hypertext transfer request, Xml is an extensible markup language, Http is a hypertext transfer protocol, Request request. The XMLHttpRequest object can implement partial update of the web page without submitting the entire page to the server. In this embodiment, the corresponding document resource may be preloaded from the server through the XMLHttpRequest interface according to the resource information of the product. 3. 3 DOMParser, parses the XML text and returns an XML Document object. In this embodiment, the DOMAPrser can be used to parse the document information returned by the server, and the HTML (HyperText Markup Language) document corresponding to the product is constructed. 3. 4 Content cache Correspond to the corresponding product business information, the constructed HTML document is cached into the terminal memory. After the user predicts the user behavior, determines the product service corresponding to the predicted user behavior, downloads the resource data of the product service, and constructs the page document cache in the middle of the memory, when the user actually clicks on the new page, the terminal can learn from the memory. The body reads the pre-cached page document and then completely replaces the current page's document. In an embodiment of the specific processing, the reading the corresponding page resource from the locally stored page resource may include: after receiving the access request of the target page, using the historical page access interface of the page to change the current page Unifying the address of the resource locator and notifying the page rendering engine to access the target page; reading the page document of the target page from the local storage; completely replacing the page document of the current page with the page document of the target page . This allows the user to view the page content in a short amount of time. In general, the historical page access interface of the page operates the session history of the browser that was once accessed in the tab or frame. You can use the History API defined by HTML5 to change the current URL address and notify the program to access the product. A specific example is shown in Figure 5, which may include: 1 When the user enters a new page, the user actually clicks or enters the corresponding page, and can directly jump to the URL without using the browser, but can use the History API defined by HTML5 to change the current URL address and notify the program to access the product. 4. 2 Get the content cache, according to the product notified in the program, get the corresponding HTML document that was previously predicted and cached in the memory. 4. 3 Complete replacement, completely replacing the current HTML document with the document in the previous cache. 4. 4 Quickly experience content. Since the pages and resources can all be read and displayed by the memory, the network request time of all resources is saved, so that the user can instantly see the corresponding product page, which greatly improves the user experience. The data processing method for page access provided by the embodiment of the present specification can collect user behavior data and predict user behavior trends, and load corresponding document resources from the server according to the prediction result of the user behavior, construct a page document, and cache. Store in the user's local terminal (such as cache to memory). In this way, when the user clicks or enters the page, the page resource can be quickly read and displayed from the local terminal, which can effectively solve the network request time of the user terminal to the server page resource when the user initiates the page access, so that the user can be very fast. Entering the corresponding product page greatly improves the user terminal page access experience. Based on the data processing method of the page access described above, the embodiment of the present specification further provides a data processing device for page access. The device may include a system (including a distributed system), a software (application), a module, a component, a server, a client, a quantum computer, etc., using the method described in the embodiments of the present specification, and incorporating necessary implementation hardware. s installation. Based on the same innovative concept, the apparatus in one embodiment provided by this specification is as described in the following embodiments. For the implementation of the specific device in the embodiment of the present invention, reference may be made to the implementation of the foregoing method, and the repeated description is not repeated. As used hereinafter, the term "unit" or "module" may implement a combination of software and/or hardware of a predetermined function. Although the device described in the following embodiments is preferably implemented in software, a hardware, or a combination of a soft body and a hardware, is also possible and conceivable. Specifically, FIG. 6 is a schematic diagram of a module structure of an embodiment of a data processing device for page access provided by the present specification. As shown in FIG. 6, the device may include: a prediction data acquisition module 101, which may be used for monitoring and Obtaining behavior data of the operation of the user terminal; the behavior prediction module 102 may be configured to predict the expected operation behavior of the user according to the behavior data; the product mapping module 103 may be configured to determine a pre-trigger product corresponding to the expected operation behavior. The resource preloading module 104 can be configured to load the resource corresponding to the pre-trigger product service from the resource server, and construct the page resource for local storage; the expected access processing module 105 can be used for the target page. The access request reads the corresponding page resource from the local storage, and displays the information content of the target page based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product. In another embodiment of the apparatus, the predictive data acquisition module monitoring user terminal operations includes monitoring the terminal space state and the manipulation behavior generated on the terminal by using the sensor device of the terminal. FIG. 7 is a schematic structural diagram of a module of an embodiment of the behavior prediction module 102 in the apparatus provided in the present specification. As shown in FIG. 7, in another embodiment of the apparatus, the behavior prediction module includes: The trend prediction unit 1021 may be configured to determine a trend behavior of the current operation according to the behavior data, where the behavior data includes a spatial position of the terminal detected by the sensor, a terminal tilt angle, a touch position on the touch screen, and a touch screen. At least one item of information in the sliding track; the expected operation predicting unit 1022, configured to calculate the product service to which the trend behavior is associated in combination with the provided product service data, to trigger the related product service as The predicted expected operational behavior; correspondingly, the product mapping module 103 selects at least one of the associated product services as the pre-trigger product service corresponding to the expected operational behavior. In another embodiment of the apparatus, the product mapping module 103 may select a product service whose weight value reaches a preset threshold as a pre-trigger product service when determining a pre-trigger product service; the weight value includes The access traffic data of the product business data is a weight value assigned to the product service. In another embodiment of the apparatus provided by the present specification, the resource loading module 104 may include: an information loading unit, configured to obtain corresponding document information from the resource server according to the resource information of the pre-trigger product service. The resource parsing unit may be configured to parse the document information to construct a page document of the pre-trigger product service; the cache unit may be configured to cache the page document into the local memory. In another embodiment of the apparatus provided by the present specification, the page access processing module 105 includes: a first processing unit, configured to: after receiving an access request of the target page, use a historical page of the page to save The interface fetches the address of the current page uniform resource locator, and notifies the page rendering engine to access the target page; the local resource reading unit can be used to read the page document of the target page from the local storage; Can be used to completely replace the page document of the current page with the page document of the target page. After the user predicts the user behavior, determines the product service corresponding to the predicted user behavior, downloads the resource data of the product service, and constructs the page document cache in the middle of the memory, when the user actually clicks on the new page, the terminal can learn from the memory. The body reads the pre-cached page document and then completely replaces the current page's document. This allows the user to view the page content in a short amount of time. The data processing method for page access provided by the embodiment of the present specification can be implemented by a processor executing a corresponding program instruction in a computer, such as implementing a C++ language of a Windows operating system on a PC side, or other systems such as Linux, android, and iOS. The implementation of the corresponding application design language, and the processing logic based on quantum computers. Specifically, in an embodiment of a page access data processing apparatus provided by the present specification, the apparatus may include a processor and a memory for storing processor executable instructions, when the processor executes the instruction Implementing: monitoring and acquiring behavior data of operation of the user terminal; predicting an expected operation behavior of the user according to the behavior data; determining a pre-trigger product service corresponding to the expected operation behavior; loading the pre-trigger product service corresponding from the resource server Resources are built into page resources for local storage; the corresponding page resources are read from the local storage based on the access request of the target page, and the information content of the target page is displayed based on the read page resources, the target The page includes a page that triggers the business jump of the pre-trigger product. It should be noted that the apparatus described above in the embodiments of the present specification may further include other embodiments according to the description of the related method embodiments. The various embodiments in the specification are described in a progressive manner, and the same or similar parts between the various embodiments may be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the hardware + program embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the description of the method embodiment. The foregoing description of the specific embodiments of the specification has been described. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps recited in the scope of the claims may be performed in a different order than the embodiments and still achieve the desired results. In addition, the processes depicted in the drawings are not necessarily in a particular order or in a sequential order to achieve the desired results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous. The method or apparatus embodiment provided by the embodiments of the present application may be implemented in a mobile terminal, a computer terminal, a server, or the like, and the computing device generally includes an electronic device having logical computing capabilities, which may include storage/reading based on The way data is processed and the processing logic of quantum computers. Taking an electronic device running on the mobile terminal side as an example, FIG. 8 is a block diagram showing the hardware structure of the electronic device of the page access data processing method according to the embodiment of the present invention. As shown in FIG. 8, electronic device 80 may include one or more (only one shown) processor 802 (processor 802 may include, but is not limited to, a microprocessor MCU or a programmable logic device FPGA, etc. ), a memory 804 for storing data, and a transmission module 806 for communication functions. It will be understood by those skilled in the art that the structure shown in FIG. 8 is merely illustrative and does not limit the structure of the above electronic device. For example, its electronic device 80 may also include more or less components than those shown in FIG. 8, and may also include other processing hardware, such as a GPU (Graphics Processing Unit). Or it has a different configuration from that shown in FIG. The memory 804 can be used to store software programs and modules of the application software, such as the program instructions/modules corresponding to the data processing method of the page access in the embodiment of the present invention, and the processor 802 runs the software stored in the memory 804. The program and the module, thereby performing various function applications and data processing, that is, the data processing method for realizing the above page access. Memory 804 can include high speed random memory and can also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid state memory. In some examples, memory 804 can further include memory disposed remotely relative to processor 8102, which can be coupled to computer terminal 80 via a network. Examples of such networks include, but are not limited to, the Internet, intranets, regional networks, mobile communication networks, and combinations thereof. The transmission module 806 is configured to receive or transmit data via a network. The network specific examples described above may include a wireless network provided by a communication provider of computer terminal 810. In one example, the transmission module 806 includes a Network Interface Controller (NIC) that can be connected to other network devices through the base station to communicate with the Internet. In one example, the transmission module 806 can be a radio frequency (RF) module for communicating wirelessly with the Internet. The device or method described above can be used in an electronic device for page access in various terminal devices, and can predict user behavior according to the collected data, and then download the page document data of the product corresponding to the predicted user behavior, and cache the data. In the terminal memory. In this way, when the user actually performs the predicted user behavior, the resource information of the page can be directly read from the terminal memory, and then the page content is quickly displayed, so that the problem of slow transmission of the web resource can be effectively solved from the expression link level of the business logic. In particular, it solves cross-border, cross-web access and page access optimization problems in the network infrastructure and network environment. Specifically, the embodiment of the present specification provides an electronic device for page access, as shown in FIG. 8, including at least one processor and a memory storing executable instructions of the processor, where the processor implements the instruction: monitoring Obtaining behavior data of the operation of the user terminal; predicting an expected operation behavior of the user according to the behavior data; determining a pre-trigger product service corresponding to the expected operation behavior; loading a resource corresponding to the pre-trigger product service from the resource server, And constructing a page resource for local storage; reading a corresponding page resource from the local storage based on the access request of the target page, displaying information content of the target page based on the read page resource, where the target page includes a trigger The page of the pre-trigger product service jump. The computer readable storage medium may include physical means for storing information, typically by digitizing the information and then storing it in a medium that utilizes electrical, magnetic or optical means. The computer readable storage medium of the embodiment may include: a device for storing information by using an electric energy method, such as various types of memory, such as a RAM, a ROM, etc.; a device for storing information by using a magnetic energy method, such as a hard disk or a floppy disk, Magnetic tape, magnetic core memory, magnetic bubble memory, USB disc; devices that optically store information such as CDs or DVDs. Of course, there are other ways of readable storage media, such as quantum memory, graphene memory, and the like. Based on the above description, based on the innovative idea of the technical solution of the embodiments of the present specification, another data processing method for page access is provided, as shown in FIG. 10, FIG. 10 is a method for processing data processing of a page access according to the present specification. The flowchart of the example may include: S90: receiving an access request of the target page, determining whether the access request accesses a pre-trigger product service, and the pre-trigger product service includes predicting a user's prediction operation on the terminal. a product service determined by the behavior; S92: if yes, acquiring a page document pre-flashing the pre-trigger product service in the memory, the page document comprising pre-loading resources corresponding to the pre-trigger product from the server, a page document of the resource construction target page; S94: completely replacing the page document of the current page with the page document of the target page; S96: displaying the information content of the target page based on the replaced page document. Of course, various changes and modifications can be made to the embodiments of the present disclosure. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and scope of the embodiments of the present invention are intended to be included within the scope of the appended claims. It should be noted that the above-mentioned electronic device may further include other embodiments according to the description of the method or the device or the embodiment of the electronic device. For the specific implementation, reference may be made to the description of the method embodiment, which is not described herein. The data processing method, device and electronic device for page access provided by the embodiments of the present invention can collect user behavior data and predict user behavior trends, and pre-load corresponding document resources from the server according to the prediction result of the user behavior, and construct a page. Document and cache it into the memory of the user terminal. In this way, when the user clicks or enters the page, the page resource can be read from the local memory and displayed, which can effectively solve the network request time of the user terminal to the server page resource when the user initiates the page access, so that the user can be very fast. Entering the corresponding product page greatly improves the user terminal application experience. Although the content of the embodiment of the present specification refers to changing the URL address through the History API, collecting the terminal data by using the gyroscope, establishing the correspondence relationship for the weight value of the product service, downloading the product text resource construction page document, completely replacing the data, and the like. Descriptions of setting, obtaining, interacting, calculating, judging, etc., however, embodiments of the present specification are not limited to being in accordance with industry communication standards, standard page data processing protocols, computer processing and database rules, or the description of embodiments of the present specification. . Certain industry standards or implementations that have been modified in a manner that uses a custom approach or an embodiment described above may also achieve the same, equivalent, or similar, or post-deformation implementation effects of the above-described embodiments. Embodiments obtained by applying these modified or modified data acquisition, storage, judgment, processing methods, etc., may still fall within the scope of alternative embodiments of the present specification. In the 1990s, improvements to a technology could clearly distinguish between hardware improvements (eg, improvements to circuit structures such as diodes, transistors, switches, etc.) or software improvements (for process flow improvements). However, as technology advances, many of today's method flow improvements can be seen as direct improvements in hardware circuit architecture. Designers almost always get the corresponding hardware structure by stylizing the improved method flow into the hardware circuit. Therefore, it cannot be said that the improvement of a method flow cannot be implemented by a hardware entity module. For example, a Programmable Logic Device (PLD) (such as a Field Programmable Gate Array (FPGA)) is an integrated circuit whose logic function is determined by the user programming the device. Designers can program themselves to "integrate" a digital system onto a single PLD without having to ask the chip manufacturer to design and fabricate a dedicated integrated circuit chip. Moreover, today, instead of manually making integrated circuit chips, this stylization is mostly implemented using "logic compiler" software, which is similar to the software compiler used in programming development. The source code before compilation must also be written in a specific stylized language. This is called Hardware Description Language (HDL), and HDL is not the only one, but there are many kinds, such as ABEL (Advanced Boolean Expression Language), AHDL (Altera Hardware Description Language), Confluence, CUPL (Cornell University Programming Language), HDCal, JHDL (Java Hardware Description Language), Lava, Lola, MyHDL, PALASM, RHDL (Ruby Hardware Description Language), etc. VHDL (Very-High-Speed Integrated Circuit Hardware Description Language) and Verilog are the most commonly used at present. It should also be clear to those skilled in the art that the hardware flow of the logic method flow can be easily obtained by simply programming and programming the method flow into the integrated circuit with the above hardware description languages. The controller can be implemented in any suitable manner, for example, the controller can employ, for example, a microprocessor or processor and a computer readable storage computer readable code (e.g., software or firmware) executable by the (micro)processor. Media, logic gates, switches, Application Specific Integrated Circuits (ASICs), programmable logic controllers, and embedded microcontrollers. Examples of controllers include, but are not limited to, the following microcontrollers: ARC 625D, The Atmel AT91SAM, Microchip PIC18F26K20, and Silicone Labs C8051F320, memory controllers can also be implemented as part of the memory's control logic. Those skilled in the art also know that in addition to implementing the controller in a purely computer readable code, it is entirely possible to logically program the method steps to enable the controller to be controlled by logic gates, switches, dedicated integrated circuits, and programmable logic. And embedded microcontrollers and other forms to achieve the same function. Thus such a controller can be considered a hardware component, and the means for implementing various functions included therein can also be considered as a structure within the hardware component. Or even a device for implementing various functions can be considered as either a software module implementing the method or a structure within the hardware component. The system, device, module or unit set forth in the above embodiments may be implemented by a computer chip or an entity, or by a product having a certain function. A typical implementation device is a computer. Specifically, the computer can be, for example, a personal computer, a laptop computer, a vehicle-mounted human-machine interaction device, a cellular phone, a camera phone, a smart phone, a personal digital assistant, a media player, a navigation device, an email device, a game console, A tablet, wearable device, or a combination of any of these devices. Although embodiments of the present specification provide method operational steps as described in the embodiments or flowcharts, more or fewer operational steps may be included based on conventional or non-creative means. The order of the steps recited in the embodiments is only one of the many steps of the order of execution, and does not represent a single order of execution. When the actual device or terminal product is executed, it may be executed sequentially or in parallel according to the method shown in the embodiment or the drawing (for example, an environment of parallel processor or multi-thread processing, or even a distributed data processing environment). The terms "comprising," "comprising," or "comprising" or "comprising" or "the" Elements, or elements that are inherent to such a process, method, product, or device. In the absence of further limitations, it is not excluded that there are additional identical or equivalent elements in the process, method, product, or device. For the convenience of description, the above devices are described as being separately divided into various modules by function. Of course, in the implementation of the embodiments of the present specification, the functions of each module may be implemented in the same software or software and/or hardware, or the modules that implement the same function may be combined by multiple submodules or subunits. Implementation and so on. The device embodiments described above are merely illustrative. For example, the division of the unit is only a logical function division. In actual implementation, there may be another division manner. For example, multiple units or components may be combined or may be integrated into Another system, or some features can be ignored or not executed. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, and may be electrical, mechanical or otherwise. Those skilled in the art also know that in addition to implementing the controller in a purely computer readable code, it is entirely possible to logically program the method steps to enable the controller to be controlled by logic gates, switches, dedicated integrated circuits, and programmable logic. And embedded microcontrollers and other forms to achieve the same function. Therefore, such a controller can be considered as a hardware component, and a device included therein for realizing various functions can also be regarded as a structure within the hardware component. Or even a device for implementing various functions can be considered as either a software module implementing the method or a structure within the hardware component. The present invention has been described with reference to flowchart illustrations and/or block diagrams of a method, a device (system), and a computer program product according to an embodiment of the invention. It will be understood that each flow and/or block of the flowcharts and/or <RTIgt; The computer program instructions can be provided to a processor of a general purpose computer, a special purpose computer, an embedded processor or other programmable data processing device to produce a machine for executing instructions by a processor of a computer or other programmable data processing device Means are generated for implementing the functions specified in one or more flows of the flowchart or in a block or blocks of the block diagram. The computer program instructions can also be stored in a computer readable memory that can boot a computer or other programmable data processing device to operate in a particular manner, such that instructions stored in the computer readable memory produce an article of manufacture including the instruction device. The instruction means implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart. These computer program instructions can also be loaded onto a computer or other programmable data processing device to perform a series of operational steps on a computer or other programmable device to produce computer-implemented processing for use in a computer or other programmable device The instructions executed on the steps provide steps for implementing the functions specified in one or more flows of the flowchart or in a block or blocks of the flowchart. In a typical configuration, a computing device includes one or more processors (CPUs), input/output ports, a network interface, and memory. The memory may include non-permanent memory, random access memory (RAM) and/or non-volatile memory in computer readable media, such as read only memory (ROM) or flash memory (flash) RAM). Memory is an example of a computer readable medium. Computer readable media includes both permanent and non-persistent, actionable and non-removable media. Information storage can be implemented by any method or technology. The information can be computer readable instructions, data structures, modules of programs, or other materials. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), and other types of random access memory (RAM). Read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, CD-ROM only, digital multifunction A compact disc (DVD) or other optical storage, magnetic cassette, magnetic tape storage or other magnetic storage device or any other non-transportable medium can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include temporary storage of computer readable media, such as modulated data signals and carrier waves. Those skilled in the art will appreciate that embodiments of the present specification can be provided as a method, system, or computer program product. Thus, embodiments of the present specification can take the form of a complete hardware embodiment, a full software embodiment, or an embodiment combining soft and hardware aspects. Moreover, embodiments of the present specification may employ computer program products embodied on one or more computer usable storage media (including but not limited to disk memory, CD-ROM, optical memory, etc.) containing computer usable code therein. form. Embodiments of the present description can be described in the general context of computer-executable instructions executed by a computer, such as a program module. Generally, program modules include routines, programs, objects, components, data structures, and the like that perform particular tasks or implement particular abstract data types. Embodiments of the present specification can also be practiced in a distributed computing environment in which tasks are performed by remote processing devices that are coupled through a communication network. In a distributed computing environment, the program modules can be located in local and remote computer storage media, including storage devices. The various embodiments in the specification are described in a progressive manner, and the same or similar parts between the various embodiments may be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the description of the method embodiment. In the description of the present specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" and the like means a specific feature described in connection with the embodiment or example. The structure, materials, or features are included in at least one embodiment or example of the embodiments of the specification. In the present specification, the schematic representation of the above terms is not necessarily directed to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in a suitable manner in any one or more embodiments or examples. In addition, various embodiments or examples described in the specification, as well as features of various embodiments or examples, may be combined and combined. The above descriptions are only examples of the embodiments of the present specification, and are not intended to limit the embodiments of the present specification. Various modifications and changes may be made to the embodiments of the present disclosure. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and scope of the embodiments of the present invention are intended to be included within the scope of the appended claims.

S2, S4, S6, S8, S10‧‧ steps

S40, S42‧‧‧ steps

A, B, C, D‧‧‧ product business

L1‧‧‧ sliding track

L2‧‧‧ track

S60‧‧ steps

1.1‧‧‧Gyro

1.2‧‧‧Touch information

1.3‧‧‧Server Big Data

1.4‧‧‧ User behavior trends

3.1‧‧‧Product Metadata

3.2‧‧‧XMLHttpRequest

3.3‧‧‧DOMParser

3.4‧‧‧Content cache

4.1‧‧‧Users enter new page

4.2‧‧‧Get content cache

4.3‧‧‧Complete replacement

4.4‧‧‧ Quick experience content

101‧‧‧ Forecast Data Acquisition Module

102‧‧‧ Behavior Prediction Module

103‧‧‧Product Mapping Module

104‧‧‧Resource preloading module

105‧‧‧Expected access processing module

1021‧‧‧ Behavior Trend Forecasting Unit

1022‧‧‧Expected operational forecasting unit

80‧‧‧Electronic equipment

802‧‧‧ processor

804‧‧‧ memory

806‧‧‧Transmission module

S90, S92, S94, S96‧‧‧ steps

In order to more clearly illustrate the embodiments of the present specification or the technical solutions in the prior art, the drawings used in the embodiments or the prior art description will be briefly described below. Obviously, the drawings in the following description are only Some embodiments described in the specification can also obtain other drawings according to these drawings without any creative labor for those skilled in the art. 1 is a schematic flowchart of an embodiment of a data processing method for page access according to the present specification; FIG. 2 is a schematic flowchart of predicting a trend of user behavior in an implementation example of the method provided by the present specification; FIG. 3 is an embodiment of the present specification. FIG. 4 is a schematic diagram of a process flow of page preloading in an implementation example of the method provided by the present specification; FIG. 5 is a schematic diagram of a user accessing a page in the method described in the present specification; FIG. 6 is a schematic diagram of a module structure of an embodiment of a data processing apparatus for page access provided by the present specification; FIG. 7 is a schematic diagram of a module structure of an embodiment of a behavior prediction module in the apparatus provided by the present specification. FIG. 8 is a schematic structural diagram of an embodiment of the electronic device provided by the present specification; FIG. 9 is a schematic diagram of a product service associated with a trend behavior of a user predicted according to monitoring data in the present specification; FIG. One page Process data processing method of the embodiment taken schematic.

Claims (15)

A data processing method for page access, the method comprising: monitoring and acquiring behavior data of a user terminal operation; predicting an expected operation behavior of the user according to the behavior data; and determining a pre-trigger product service corresponding to the expected operation behavior; Loading the resource corresponding to the pre-trigger product service from the resource server, and constructing the page resource for local storage; reading the corresponding page resource from the local storage based on the target page access request, based on the read page resource Displaying information content of the target page, where the target page includes a page that triggers a business jump of the pre-trigger product. The data processing method for page access according to claim 1, wherein the monitoring user terminal operation comprises monitoring a terminal space state and a manipulation behavior generated on the terminal by using a sensor device of the terminal. The data processing method for page access according to claim 2, wherein the predicting the user's expected operational behavior according to the user behavior data comprises: determining a trend behavior of the current operation according to the behavior data, The behavior data includes at least one piece of information information of a spatial position of the terminal detected by the sensor, a tilt angle of the terminal, a touch position on the touch screen, and a sliding track on the touch screen; and calculating the product business data, a product service to which the trend behavior is associated, to trigger the associated product service as a predicted expected operational behavior; correspondingly, selecting at least one of the associated product services as a pre-trigger product corresponding to the expected operational behavior business. The data processing method for page access according to claim 3, wherein, when determining the pre-trigger product service, selecting a product service whose weight value reaches a preset threshold is used as a pre-trigger product service, and the weight is The value includes a weight value assigned to the product service based on the access traffic data of the product business data. The data processing method of the page access method of claim 1, wherein the loading the resource of the pre-trigger product service from the resource server and constructing the page resource for local storage comprises: The resource information of the pre-trigger product service obtains corresponding document information from the resource server; parses the document information, constructs a page document of the pre-trigger product service; caches the page document into the local memory. The method for processing data of a page access according to the first aspect of the invention, wherein the reading the corresponding page resource from the locally stored page resource comprises: after receiving an access request of the target page, Using the history page access interface of the page to change the address of the current page uniform resource locator, and notifying the page rendering engine to access the target page; reading the page document of the target page from the local storage; The document is completely replaced with the page document of the target page. A page access data processing device, the device comprising: a prediction data acquisition module, configured to monitor and acquire behavior data of a user terminal operation; and a behavior prediction module, configured to predict a user's expected operation behavior according to the behavior data a product mapping module, configured to determine a pre-trigger product service corresponding to the expected operation behavior; a resource pre-loading module, configured to load a resource corresponding to the pre-trigger product service from a resource server, and construct a page resource Performing a local storage; an expected access processing module, configured to read a corresponding page resource from the local storage based on an access request of the target page, and display information content of the target page based on the read page resource, The target page includes a page that triggers the business jump of the pre-trigger product. The data processing device for page access according to claim 7, wherein the predictive data acquisition module monitors user terminal operations, including monitoring, by using a sensor device of the terminal, a terminal space state, and a control generated on the terminal. behavior. The data processing device for page access according to the eighth aspect of the invention, wherein the behavior prediction module comprises: a behavior trend prediction unit, configured to determine a trend behavior of the current operation according to the behavior data, the behavior The data includes at least one of the spatial position of the terminal detected by the sensor, the tilt angle of the terminal, the touch position on the touch screen, and the sliding track on the touch screen; the expected operation prediction unit is used to combine the provided products a business profile, calculating a product service to which the trend behavior is associated, to trigger the associated product service as a predicted expected operational behavior; correspondingly, the product mapping module selects at least one of the associated product services As a pre-trigger product service corresponding to the expected operational behavior. The data processing device for page access according to claim 9, wherein the product mapping module selects a product service whose weight value reaches a preset threshold as a pre-trigger product when determining a pre-trigger product service. The weight value includes a weight value assigned to the product service according to the access traffic data of the product service data. The data processing module of the page access method of claim 7, wherein the resource loading module comprises: an information loading unit, configured to acquire a corresponding information from the resource server according to the resource information of the pre-trigger product service The document information unit is configured to parse the document information, construct a page document of the pre-trigger product service, and use a cache unit to cache the page document into the local memory. The page processing data processing device of claim 7, wherein the page access processing module comprises: a first processing unit, configured to receive an access request of the target page, and utilize the page The history page access interface changes the address of the current page uniform resource locator, and notifies the page rendering engine to access the target page; the local resource reading unit is configured to read the page document of the target page from the local storage And a replacement unit, configured to completely replace the page document of the current page with the page document of the target page. A data access device for page access, comprising a processor and a memory for storing executable instructions of the processor, the processor executing the instruction: monitoring and acquiring behavior data of operation of the user terminal; The data predicts the expected operational behavior of the user; determines a pre-trigger product service corresponding to the expected operational behavior; loads the resource corresponding to the pre-trigger product service from the resource server, and constructs the page resource for local storage; The access request reads the corresponding page resource from the local storage, and displays the information content of the target page based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product. An electronic device comprising at least one processor and a memory storing instructions executable by the processor, the processor executing the instructions to: monitor and acquire behavior data of operation of the user terminal; predict the user's expectation according to the behavior data An operation behavior; determining a pre-trigger product service corresponding to the expected operation behavior; loading a resource corresponding to the pre-trigger product service from a resource server, and constructing a page resource for local storage; The corresponding page resource is read in the local storage, and the information content of the target page is displayed based on the read page resource, where the target page includes a page that triggers the service jump of the pre-trigger product. A data processing method for page access, the method comprising: receiving an access request of a target page, determining whether the access request accesses a pre-trigger product service, and the pre-trigger product service comprises predicting a user on a terminal a product service determined by predicting an operation behavior; if yes, acquiring a page document that pre-caches the pre-trigger product service in the memory, the page document including loading a resource corresponding to the pre-trigger product from a server in advance, The page document of the resource construction target page; completely replaces the page document of the current page with the page document of the target page; and displays the information content of the target page based on the replaced page document.