CN107943825A - Data processing method, device and the electronic equipment of page access - Google Patents

Abstract

This specification embodiment discloses a kind of data processing method of page access, device and electronic equipment.The described method includes：Collection user behavior data simultaneously carries out the prediction of user behavior trend, loads corresponding document resources from server in advance according to the prediction result of user behavior, builds page documents, and be cached in user local terminal and (be such as cached to memory) storage.In this way, when user clicks on or enters the page, it quickly can read page resource from local terminal and show so that user quickly enters the corresponding product page.

Description

Data processing method, device and the electronic equipment of page access

Technical field

This specification embodiment scheme belongs to microcomputer data processing field, more particularly to a kind of number of page access According to processing method, device and electronic equipment.

Background technology

With the development of development of Mobile Internet technology, mobile Internet business demand is also growing at top speed.Mobile terminal APP (application, using) page, response user's operation are quickly opened, it is that current each APP application and development sides and operator carry Rise important research direction of the user using experience.

When user clicks to enter five application page, it usually needs download resource from server according to the operation of user, then Target pages are jumped to, show the content information for the page newly opened.Due to user it is mobile, it is cross-border access etc., client with clothes The network condition that business device carries out data transmission can frequently result in five application page and beat there are some unstable, uneven phenomenons Open that speed is slow, or even beat the phenomenon of the not card page.The mode that the page is opened in existing speed-raising application in existing scheme at present is main For the optimization of network application aspect, such as optimization DNS (parsing in advance), static resource preheating etc..Occur at present various Prioritization scheme based on network application layer, this mode also progress into bottleneck period, further lifting page access speed Difficulty is increasing.Therefore, need in the industry it is a kind of can it is more efficient lifting page access speed implementation.

The content of the invention

This specification embodiment purpose is to provide a kind of data processing method of page access, device and electronic equipment, It can predict user behavior and download corresponding resource to memory so that displaying page can be read during user to access pages by memory Face resource, is greatly improved page access speed, improves user experience.

This specification embodiment provide a kind of page access data processing method, device and electronic equipment be include with What under type was realized：

A kind of data processing method of page access, the described method includes：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out locally Storage；

The middle corresponding page resource of reading, the page based on reading are locally stored from described based on the access request of target pages Face resource shows the information content of the target pages, and the target pages include triggering what the pre-trigger product business redirected The page.

A kind of data processing equipment of page access, described device include：

Page access module, for receiving the access request of target pages, judges whether the access request accesses prediction Product business corresponding to user behavior；

Content caching module, for when the access request accesses and predicts the product business corresponding to user behavior, obtaining The page documents for being buffered in product business described in memory in advance are taken, the page documents are included based on prediction user in terminal Operation behavior load corresponding product resource and the page documents constructed from server in advance；

Resource replacement module, for the page documents to be replaced with to the displaying document of the target pages；

Content displaying module, for the information content based on target pages described in the displaying document display.

A kind of data processing equipment of page access, including processor and for storing depositing for processor-executable instruction Reservoir, the processor are realized when performing described instruction：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out locally Storage；

The middle corresponding page resource of reading, the page based on reading are locally stored from described based on the access request of target pages Face resource shows the information content of the target pages, and the target pages include triggering what the pre-trigger product business redirected The page.

A kind of electronic equipment, including at least one processor and the memory of storage processor-executable instruction, the place Reason device is realized when performing described instruction：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out locally Storage；

The middle corresponding page resource of reading, the page based on reading are locally stored from described based on the access request of target pages Face resource shows the information content of the target pages, and the target pages include triggering what the pre-trigger product business redirected The page.

A kind of data processing method of page access, the described method includes：

The access request of target pages is received, judges whether the access request accesses pre-trigger product business, it is described pre- Triggering product business includes based on predicted operation behavior of the prediction user in terminal and definite product business；

If so, then obtain the page documents for being buffered in the business of pre-trigger product described in memory in advance, the page documents Including loading resource corresponding with the product of triggering in advance, the page documents of resource construction target pages from server in advance；

The page documents full dose of current page is replaced with into the page documents of the target pages；

The information content of the target pages is shown based on replaced page documents.

Data processing method, device and the electronic equipment for a kind of page access that this specification embodiment provides, can adopt Collection user behavior data simultaneously carries out the prediction of user behavior trend, is loaded in advance from server according to the prediction result of user behavior Corresponding document resources, build page documents, and be cached in user local terminal and (be such as cached to memory) storage.Used in this way, working as When family is clicked on or enters the page, it quickly can read page resource from local terminal and show, can effectively solve user's hair Network request time of the user terminal to server page resource when playing page access so that user can quickly enter very much The corresponding product page, substantially increases the experience of user terminal page access.

Brief description of the drawings

In order to illustrate more clearly of this specification embodiment or technical solution of the prior art, below will to embodiment or Attached drawing needed to be used in the description of the prior art is briefly described, it should be apparent that, drawings in the following description are only Some embodiments described in this specification, for those of ordinary skill in the art, in not making the creative labor property Under the premise of, other attached drawings can also be obtained according to these attached drawings.

Fig. 1 is a kind of flow diagram of the data processing method embodiment of page access described in this specification；

Fig. 2 is a kind of flow signal for implementing to predict user behavior trend in example of the method that this specification provides Figure；

Fig. 3 is the schematic diagram that the user behavior predicted in this specification embodiment is mapped to corresponding product business；

Fig. 4 is that the method one that this specification provides implements the process flow schematic diagram that the page preloads in example；

Fig. 5 is the process flow schematic diagram of a user to access pages in this specification the method；

Fig. 6 is a kind of modular structure schematic diagram of the data processing equipment embodiment for page access that this specification provides；

Fig. 7 is the modular structure schematic diagram of behavior prediction module one embodiment in the described device that this specification provides；

Fig. 8 is the structure diagram of the one embodiment for the electronic equipment that this specification provides；

Fig. 9 is the product business arrived in this specification associated by a kind of trend behavior of the user predicted according to monitoring data Schematic diagram；

Figure 10 is a kind of flow diagram of the data processing method embodiment of page access described in this specification.

Embodiment

In order to make those skilled in the art more fully understand the technical solution in this specification, below in conjunction with this explanation Attached drawing in book embodiment, is clearly and completely described the technical solution in this specification embodiment, it is clear that described Embodiment be only part of the embodiment in this specification, instead of all the embodiments.Based on one in this specification A or multiple embodiments, the every other reality that those of ordinary skill in the art are obtained without creative efforts Example is applied, should all belong to the scope of this specification embodiment protection.

Fig. 1 is a kind of flow diagram of the data processing method embodiment for page access that this specification provides. Although present description provides such as following embodiments or method operating procedure shown in the drawings or apparatus structure, based on conventional or Person can include operating procedure less after more or part merges without performing creative labour in the method or device Or modular unit.In logicality there is no the step of necessary causality or in structure, the execution sequence or dress of these steps The modular structure put is not limited to this specification embodiment or execution sequence shown in the drawings or modular structure.The method or mould Device in practice, server or the end product of block structure are in application, can be according to embodiment or side shown in the drawings Method or the execution of modular structure carry out order be either parallel to be performed (such as the environment of parallel processor or multiple threads, even Implementation environment including distributed treatment, server cluster).

The existing most optimizations for network application aspect of the prioritization scheme for improving accession page speed of current operation.This theory The service product that can be accessed in the embodiment that bright book provides from user, the expression link layer especially to service logic Face accesses the speed-raising of the page.Such as user can be obtained by sensing device and hold the posture of terminal device, angle, and The position of the current finger of user and gestures direction etc., with reference to the product business of offer, the following behaviour that may be performed of prediction user Make.Then the resource information of the product business associated with the user behavior of prediction can be downloaded to terminal from server in advance In equipment, the corresponding page documents of product are constructed, and are buffered in the memory of local terminal, such as memory.In this way, work as When user actually occurs the behavior operation of the user of prediction, terminal device can be loaded from memory obtains the page and other moneys Source data.Due to being the reading of terminal local internal storage data, compared to normally from server ask resource and carry out network transmission, The processing procedure such as render, user can be caused to see the corresponding product page within the extremely short time, substantially increase user's Page access is experienced.

This specification embodiment is illustrated by taking a specific application scenarios as an example below.In this application scene Local cache is memory, and in other implement scenes, described is locally stored the storage that can also include in network, or Memory-resident from the either mobile equipment of local flash memory etc..The description of following embodiments can not to other based on this explanation The technical solution expanded to is construed as limiting.A kind of specific embodiment is as shown in Figure 1, a kind of page access that this specification provides Data processing method a kind of embodiment in, the method may include：

S2：Monitor and obtain the behavioral data of user terminal operations；

S4：The expection operation behavior of user is predicted according to the behavioral data；

S6：Determine pre-trigger product business corresponding with the expected operation behavior；

S8：The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource progress It is locally stored；

S10：The middle corresponding page resource of reading is locally stored from described based on the access request of target pages, based on reading Page resource show the information contents of the target pages, the target pages include triggering the pre-trigger product business hop The page turned.

This specification embodiment scheme can be used for mobile terminal, smart mobile phone, mobile unit, intelligent wearable device, a In polytype terminal devices such as people's computer, handheld device, miniature or large server.It can include in these terminal devices The application that one or more users use, such as shopping application, browser, payment application etc..It can be monitored simultaneously in the present embodiment User's operation information on the terminal device, status information of terminal etc. are obtained, these design datas then can be combined and predict The algorithm of terminal user's behavior, the operation that next may be carried out for predicting user.Such as detect that user makes in terminal The movie name of a nearest hot broadcast has been searched for function of search, then can predict that user may click on " booking " product business simultaneously Booking is carried out into the corresponding booking page, or clicks on " film review " product business and carries out viewing review pages to check film mouth Upright stone tablet situation.

It can predict user's based on the information that a variety of monitorings such as the current operation behavior of user obtain in the present embodiment Behavior, then downloads corresponding product resource from server in advance, constructs the page of the corresponding product of user behavior of prediction Document.In a specific embodiment, the monitoring user terminal operations monitor eventually using the sensor device of terminal End spaces state, the manipulation behavior produced in terminal.The sensor device can include but is not limited to gyroscope, level Instrument, compass (compass), display screen, distance-sensor, temperature inductor, humidity sensor etc..Therein one can be monitored Kind or a variety of data messages, thus judge the state of terminal and user, and predict the operation that user may perform.

As described above, when user searches for some movie name, can obtain prediction user behavior includes clicking on " purchase Ticket ", click on " film review ".Terminal applies can add from server according to the resource information of " booking ", " film review " product from server Corresponding document resources are carried, then parses and constructs " booking ", the corresponding page documents of " film review " product business.These products The page documents of business can be stored among the memory of terminal.In this way, when user really clicks on " booking " or " shadow in terminal Comment " product business when, terminal applies can learn that the product business that user clicks on is corresponding to the user behavior predicted before Product business, its page documents are buffered among the memory of terminal in advance.At this time, terminal applies can be from local memory The page documents of " booking " or " film review " are obtained, then these page documents are replaced to the document of current page.Terminal applies It can be based on replaced document display " booking " or the page documents of " film review ".User can also quickly view page info Content, lifts user experience.

One embodiment of this specification provides a kind of place for predicting user behavior and the page resource for downloading product business Reason scheme.Specifically, in another embodiment of this specification the method, described predicted according to the user behavior data is used The expection operation behavior at family includes：

S40：The trend behavior of current operation is determined according to the behavioral data, the behavioral data is detected including sensor To the locus of terminal, terminal angle of inclination, the touch location on touch-screen, in sliding trace on the touchscreen extremely One item missing data message；

S42：With reference to the product business datum of offer, the product business arrived associated by the trend behavior is calculated, with triggering Expection operation behavior of the product business being associated with as prediction；

Correspondingly, at least one product business being associated with is chosen as corresponding pre- with the expected operation behavior Trigger product business.

It can include the shape in physical space of expression terminal device used by a user with the relevant data message of terminal The information of state, such as display screen orientation information, transverse screen or portrait layout, terminal angle of inclination etc..Touch information related to user The direction of can include representing positional information that user contact on the terminal device, sliding, singly refer to or double refer to or other refer to more The information of user's touch operation such as orientation for the gesture for touching, sensing or detecting.

Such as in an example, the user that can include obtaining by gyroscope holds the posture and angle letter of terminal device Breath；

The business datum that server-side can be combined in this specification embodiment according to gyroscope, touch information etc. calculates Go out next behavior that user may carry out.Server-side can be big data store, can include terminal applies all or The business datum of multiple products.In one example, under different application scenarios, can be mapped to according to the user behavior of prediction In different product business, it is established that user behavior and the correspondence of product business.For example, current page is the master of certain application Page, it can include multiple product business in the homepage.When detecting that user's hand-held terminal device level is tilted to the right and uses Family finger to the top right of screen move when, then can predict that user may click on the product business A at the current page upper right corner. The above-mentioned behavior of user and the correspondence of product business A in current page can be then established at this time.If current page is institute The page of product business A is stated, equally predicts that user's hand-held terminal device level is tilted to the right and user's finger is right to screen When behavior when top is moved operates, then it can predict that user may click on " checking movable detailed at the product page A upper right corner The product business A1 of feelings ".

In one example as described above, the trend behavior that is determined according to sensing equipments such as the touch of user, gyroscopes It can include " user may be clicked at the current page upper right corner ", according to the distribution of product business or match somebody with somebody according in current page Confidence ceases, it may be determined that the trend behavior is " hand-held terminal device level is tilted to the right and user's finger is to the top right of screen It is mobile " and the trend behavior of " user may be clicked at the current page upper right corner " in, the associated product business arrived can be with Including the product business involved by its one or more trend behavior on the touchscreen sliding trace, or it is one or more its Product business in the sliding trace preset range of trend behavior, as shown in figure 9, Fig. 9 is the user predicted according to monitoring data Trend behavior associated by the product business schematic diagram that arrives, coordinate is the space coordinate of (x, y, z).In the applied field shown in Fig. 9 Jing Zhong, can according to the current gesture of user, the sensing data being tilted to the right to the sliding trace L1 and terminal device in the upper right corner Next upper angle to the right may be may proceed to the trend behavior user of predesignated subscriber's current operation continue to move to finger, may be touched Send out product business A.The track produced in the trend behavior is L2.Then correlation is obtained according to the trend behavior of the user of prediction The product business being linked to.In the exemplary scene of Fig. 9, the associated product business arrived can include product business A, and others are implemented In mode, multiple product business can also be included, such as in addition to product business A, the track L2 that can also include prediction is passed through Product business B, or a certain range of product business C in L2 peripheries can also be included.Then arrived associated by can choosing One or more product business are as pre-trigger product business, such as selection product business A and B is as pre-trigger product business. In this way, next the terminal device can download product business A moneys related to the page corresponding to B in advance from Resource Server Source, builds corresponding page documents and is locally stored.When user really triggers product business A or B, terminal device can be with From the content of pages for being locally stored such as directly quick reading in memory and showing product business A or B, realize and really triggered in user Corresponding page resource is preloaded before product page open respective page, has saved the net that resource is just asked when user triggers Network request time, so that user can see the corresponding product page with moment, substantially increases user experience.

In another embodiment, server prediction can also be previously according to the data on flows of product business, such as plays stream The data messages such as the flow clicked on after amount or search, the weighted value different to different product traffic assignments.The flow number According to the click traffic that can include product or other historical datas etc., it can be used for the power that product business is determined based on data on flows Weight values.Specifically, in another embodiment of this specification the method,

S60：In definite pre-trigger product business, weight selection value reaches the product business of predetermined threshold value as pre-trigger Product business, the weighted value are included according to the weight that the flowing of access data of the product business datum are product traffic assignments Value.

Specifically in server-side, the visit capacity of page hot-zone can be as a parameter for weighing weight.Specifically In implementation, if in the trend behavior of prediction and the correspondence of product business, if the single trend behavior correspond to During few two product business, then weighted value is selected to meet the product business of screening requirement as pre-trigger product business.On such as State in example, in associated product business A, B, the C of trend behavior, server big data analysis is counted it is known that in current page In face, the flowing of access highest of product business A reaches 38% (can also be the form of presentation of number of clicks), product business B and C is respectively 12% and 2%.Server can set product business A, B, C in current page previously according to range flow data Weighted value.In one embodiment, which can be only in current page effectively, such as when equally including product business In other page scenes of A, the weighted value of product business A can change.Such as there is another visit in a subpage frame The amount of asking be higher than product business A product business D, then in the subpage frame, although the total number of clicks of product business A with homepage In it is the same be all 2,000,000, but the total number of clicks of product business D is 2,500,000 in subpage frame, then product business is weighed in homepage Weight values highest, then weighted value is less than product business D in subpage frame.Flowing of access data can be converted into corresponding weight Value, distributes to corresponding product business, if the weighted value of product business A, B, C can be respectively 3.8,1.2,0.2.It is pre- choosing When triggering product, weighted value can be selected to be more than the product business of predetermined threshold value as pre-trigger product business, such as weight selection Product business of the value more than 1, then can be using product business A and B as pre-trigger product business.

Predetermined threshold value described above can be configured according to practical application scene and screening requirements etc..Above-mentioned example In, can be at the same time using product business A and B as prediction user's row when the weighted value of product business A and B are more than predetermined threshold value For corresponding product business, the resource data of product business A and B can be downloaded from server to terminal, builds the page of A and B Face document.

Fig. 2 is a kind of flow signal for implementing to predict user behavior trend in example of the method that this specification provides Figure.As shown in Fig. 2, wherein,

1.1 gyroscopes, can utilize the gyroscope system of mobile phone to obtain posture and angle that user holds equipment, so as to estimate The trend of user's current operation is calculated, such as clicks on some product icon in the upper right corner or centre, or opens and adjusts other pages, beat Open new application etc..

1.2 touch informations, can be with the position of the current finger of monitoring users and the orientation of gesture, including singly refers to or refer to behaviour more The position make, touched, the direction slided, or even orientation of user gesture movement etc. is obtained by photoinduction.

1.3 server big datas, server is according to the flow of related service, for the different weight of different traffic assignments Value.

1.4 user behavior trend, the operation trend provided with reference to gyroscope in client and the current gesture information of user, Using the different weights based on server-side big data, the current behavior trend matrix of user is calculated.These behavior trend matrixes Data corresponding user behavior can be converted into by relevant algorithm.

It can include the algorithm that user behavior is mapped to product business in terminal device, as shown in figure 3, Fig. 3 is this explanation The user behavior predicted in book embodiment is mapped to the schematic diagram of corresponding pre-trigger product business.Can be according to the current of user Behavior trend matrix, different pre-trigger product business is mapped to, so as to set up the correspondence of user behavior and product business Relation.

After obtaining the corresponding product business of prediction user behavior, document resources can be downloaded from server, parse and build Page documents, are then cached in memory.It is shown to load the pre-trigger from Resource Server in a specific embodiment The resource of product business, and be built into page resource and be locally stored, it can include：

Corresponding document information is obtained from Resource Server according to the resource information of the pre-trigger product business；

The document information is parsed, builds the page documents of the pre-trigger product business；

Page documents are cached in local memory.

Fig. 4 is that the method one that this specification provides implements the process flow schematic diagram that the page preloads in example. It can include as shown in Figure 4：

3.1 product metadata, the essential information on product and corresponding resource link defined in the metadata of product Address.

3.2 XMLHttpRequest, expansible hypertext transfer request, Xml are extensible markup language, and Http is super Text transfer protocol, Request requests.XMLHttpRequest objects can not submit the situation of full page to server Under, realize local updating webpage.In the present embodiment, can be connect according to the resource information of product by XMLHttpRequest Mouth preloads corresponding document resources from server end.

3.3 DOMParser, parse XML texts and return to an XML Document object.Can profit in the present embodiment The document information of resolution server return is removed with DOMParser, constructs the corresponding HTML of the product (HyperText Markup Language, hypertext markup language) document.

3.4 content caching

Corresponding corresponding product business information, the html document constructed is cached among terminal memory.

Above by prediction user behavior, determine the corresponding product business of prediction user behavior, download product business Resource data is simultaneously built after page documents are buffered in the medium processing of memory, when user's actual click carries out the new page, eventually End can read the page documents cached in advance from memory, and then full dose replaces the document of current page.One specifically handled It is described to read corresponding page resource from the page resource being locally stored and include in a embodiment：

After the access request for receiving the target pages, current page is changed using the history page access interface of the page The address of universal resource locator, and Notifications page rendering engine goes to access the target pages；

From the page documents that middle reading target pages are locally stored；

The page documents full dose of current page is replaced with into the page documents of the target pages.

So user can view content of pages in a short period of time with moment.Generally, the history of the page The conversation history once accessed in Shipping Options Page or frame the record of page access interface History operation browsers.Can be with The History API defined using HTML5, change current URL addresses, and advising process goes to access the product.

A specific example is as shown in figure 5, can include：

4.1 users enter new page, user's actual click or into respective page, can not directly be redirected by browser URL, and the History API that HTML5 is defined are available with, current URL addresses are changed, and advising process is gone to access and is somebody's turn to do Product.

4.2 obtain content cachings, according to the product notified in program, are predicted before obtaining and cache in memory corresponding Html document.

4.3 full doses replace, by current html document full dose replace with previous step caching among document.

4.4 quick experience contents, since the page and resource all can be read and shown by memory, have saved all resources The network request time so that user can see the corresponding product page with moment, substantially increase user experience.

A kind of data processing method for page access that this specification embodiment provides, can gather user behavior data simultaneously The prediction of user behavior trend is carried out, corresponding document resources, structure are loaded from server according to the prediction result of user behavior in advance Page documents are built, and are cached in user local terminal and (are such as cached to memory) storage.In this way, when user clicks on or into the page When, it quickly can read page resource from local terminal and show, can effectively solve user and initiate user during page access Network request time of the terminal to server page resource so that user can quickly enter the corresponding product page very much, Substantially increase the experience of user terminal page access.

Based on the data processing method of page access described above, this specification embodiment also provides a kind of page access Data processing equipment.The device can include the use of this specification embodiment the method system (including distribution Formula system), software (application), module, component, server, client, quantum computer etc. and combine necessary implementation hardware Device.Based on same innovation thinking, the device in a kind of embodiment that this specification provides is as described in the following examples.Due to Before the implementation that device solves the problems, such as is similar to method, therefore the implementation of the specific device of this specification embodiment may refer to The implementation of method is stated, overlaps will not be repeated.Used below, term " unit " or " module " can realize predetermined work( The combination of the software and/or hardware of energy.Although following embodiments described devices is preferably realized with software, firmly Part, or the realization of the combination of software and hardware is also what may and be contemplated.Specifically, Fig. 6 is one that this specification provides The modular structure schematic diagram of the data processing equipment embodiment of kind page access, as shown in fig. 6, described device can include：

Prediction data acquisition module 101, can be used for monitoring and obtains the behavioral data of user terminal operations；

Behavior prediction module 102, can be used for the expection operation behavior that user is predicted according to the behavioral data；

Product mapping block 103, is determined for pre-trigger product business corresponding with the expected operation behavior；

Resource preloaded components 104, can be used for loading the corresponding money of the pre-trigger product business from Resource Server Source, and be built into page resource and be locally stored；

It is expected that access processing module 105, can be used for middle reading is locally stored from described based on the access request of target pages Corresponding page resource is taken, the page resource based on reading shows the information content of the target pages, the page object bread Include and trigger the page that the pre-trigger product business redirects.

In another embodiment of described device, prediction data acquisition module monitoring user terminal operations using The sensor device monitoring terminal spatiality of terminal, the manipulation behavior produced in terminal.

Fig. 7 is the modular structure signal of 102 one embodiment of behavior prediction module in the described device that this specification provides Figure, as shown in fig. 7, in another embodiment of described device, the behavior prediction module includes：

Behavior trend prediction unit 1021, can be used for the trend behavior that current operation is determined according to the behavioral data, The behavioral data include the locus of the terminal that detects of sensor, terminal angle of inclination, the touch location on touch-screen, At least one data message in sliding trace on the touchscreen；

It is expected that operation predicting unit 1022, can be used for, with reference to the product business datum provided, calculating the trend behavior The associated product business arrived, the product business to be associated with described in triggering are used as the expection operation behavior predicted；

Correspondingly, the product mapping block 103 choose at least one product business being associated with as with it is described It is expected that the corresponding pre-trigger product business of operation behavior.

In another embodiment of described device, the product mapping block 103, can in definite pre-trigger product business The product business for reaching predetermined threshold value using weight selection value is used as pre-trigger product business；The weighted value is included according to the production The flowing of access data of product business datum are the weighted value of product traffic assignments.

In another embodiment for the described device that this specification provides, the resource load-on module 104 can include：

Information loading unit, can be used for being obtained from Resource Server according to the resource information of the pre-trigger product business Corresponding document information；

Resource resolution unit, can be used for parsing the document information, build the page text of the pre-trigger product business Shelves；

Buffer unit, can be used for page documents being cached in local memory.

In another embodiment for the described device that this specification provides, the page access processing module 105 includes：

First processing units, can be used for receiving after the access request of the target pages, utilize the history page of the page The address of face access interface change current page universal resource locator, and Notifications page rendering engine goes to access the page object Face；

Local resource reading unit, can be used for from the page documents that middle reading target pages are locally stored；

Replacement unit, can be used for the page text that the page documents full dose of current page is replaced with to the target pages Shelves.

Above by prediction user behavior, determine the corresponding product business of prediction user behavior, download product business Resource data is simultaneously built after page documents are buffered in the medium processing of memory, when user's actual click carries out the new page, eventually End can read the page documents cached in advance from memory, and then full dose replaces the document of current page.So user can be with Moment views content of pages in a short period of time.

The data processing method for the page access that this specification embodiment provides can be performed by processor in a computer Corresponding programmed instruction is realized, is such as realized using the c++ language of windows operating systems at PC ends, or other are for example The realization etc. of Linux, android, iOS system respective application design language, and the processing logic based on quantum computer are real Now etc..Specifically, in a kind of a kind of embodiment of the data processing equipment for page access that this specification provides, described device can With including processor and for storing the memory of processor-executable instruction, the processor performs real during described instruction It is existing：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out locally Storage；

The middle corresponding page resource of reading, the page based on reading are locally stored from described based on the access request of target pages Face resource shows the information content of the target pages, and the target pages include triggering what the pre-trigger product business redirected The page.

It should be noted that this specification embodiment device described above may be used also according to the description of related method embodiment With including other embodiments.Each embodiment in this specification is described by the way of progressive, each embodiment it Between identical similar part mutually referring to what each embodiment stressed is the difference with other embodiment. For hardware+program class embodiment, since it is substantially similar to embodiment of the method, so description is fairly simple, The relevent part can refer to the partial explaination of embodiments of method.

It is above-mentioned that this specification specific embodiment is described.Other embodiments are in the scope of the appended claims It is interior.In some cases, the action recorded in detail in the claims or step can be come according to different from the order in embodiment Perform and still can realize desired result.In addition, the process described in the accompanying drawings not necessarily require show it is specific suitable Sequence or consecutive order could realize desired result.In some embodiments, multitasking and parallel processing be also can With or it may be advantageous.

The method or apparatus embodiment that the embodiment of the present application is provided can be in mobile terminal, terminal, server Or performed in similar arithmetic unit, these arithmetic units generally include the electronic equipment with logical operation capability, can be with Processing logic including the data processing method based on storage/reading and quantum computer.To operate in mobile terminal side Electronic equipment exemplified by, Fig. 8 is the hardware configuration of the electronic equipment of the data processing method of the page access of the embodiment of the present invention Block diagram.As shown in figure 8, electronic equipment 80 can include 802 (processor of one or more (one is only shown in figure) processors 802 can include but is not limited to the processing unit of Micro-processor MCV or programmable logic device FPGA etc.), for storing data Memory 804 and transport module 806 for communication function.It will appreciated by the skilled person that shown in Fig. 8 Structure be only illustrate, it does not cause to limit to the structure of above-mentioned electronic device.For example, its electronic equipment 80 may also include ratio More or less component shown in Fig. 8, such as other processing hardware can also be included, such as GPU (Graphics Processing Unit, graphics processing unit) etc..Or there is the configuration different from shown in Fig. 8.

Memory 804 can be used for the software program and module of storage application software, such as the page in the embodiment of the present invention Corresponding programmed instruction/the module of data processing method of access, processor 802 are stored in soft in memory 804 by operation Part program and module, so as to perform various functions application and data processing, that is, realize the data processing of above-mentioned page access Method.Memory 804 may include high speed random access memory, may also include nonvolatile memory, as one or more is magnetic Storage device, flash memory or other non-volatile solid state memories.In some instances, memory 804 can further comprise phase For the remotely located memory of processor 8102, these remote memories can pass through network connection to terminal 80. The example of above-mentioned network includes but not limited to internet, intranet, LAN, mobile radio communication and combinations thereof.

Transport module 806 is used to data are received or sent via a network.Above-mentioned network instantiation may include The wireless network that the communication providers of terminal 810 provide.In an example, transport module 806 includes a network Adapter (Network Interface Controller, NIC), its can be connected by base station with other network equipments so as to Communicated with internet.In an example, transport module 806 can be radio frequency (Radio Frequency, RF) module, It is used to wirelessly be communicated with internet.

Device or method described above can be used in various terminal equipment in the electronic equipment of page access, Ke Yigen The data prediction user behavior obtained according to collection, then downloads the page documents data of product corresponding with prediction user behavior, And it is buffered in terminal memory.So when the genuine perform prediction user behavior of user, then can directly it be read from terminal memory The resource data of the page is taken, then quick displayed page content, effectively can solve web from the expression link aspect of service logic The problem of resource transmission is slow, especially solve it is cross-border, overstate web page access and network infrastructure and network environment it is inferior Page access optimization problem under uneven.Specifically, this specification embodiment provides a kind of electronic equipment of page access, such as scheme Shown in 8, including at least one processor and the memory of storage processor-executable instruction, the processor perform described instruction Shi Shixian：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out locally Storage；

The middle corresponding page resource of reading, the page based on reading are locally stored from described based on the access request of target pages Face resource shows the information content of the target pages, and the target pages include triggering what the pre-trigger product business redirected The page.

Computer-readable recording medium can include being used for the physical unit for storing information, typically by after information digitalization The media in a manner of using electricity, magnetic or optics etc. are stored again.Computer-readable recording medium described in the present embodiment has It can include：The device of information is stored using electric energy mode such as, various memory, such as RAM, ROM；Stored using magnetic energy mode The device of information such as, hard disk, floppy disk, tape, core memory, magnetic bubble memory, USB flash disk；Utilize optical mode storage information Device such as, CD or DVD.Certainly, there are the readable storage medium storing program for executing of other modes, such as quantum memory, graphene memory etc. Deng.

Based on the description above, based on the innovative idea of this specification embodiment technical solution, another page is also provided The data processing method of access, as shown in Figure 10, Figure 10 are that a kind of data processing method of page access described in this specification is real The flow diagram of example is applied, can specifically be included：

S90：The access request of target pages is received, judges whether the access request accesses pre-trigger product business, institute Stating pre-trigger product business includes based on predicted operation behavior of the prediction user in terminal and definite product business；

S92：If so, then obtain the page documents for being buffered in the business of pre-trigger product described in memory in advance, the page Document includes loading resource corresponding with the product of triggering in advance, the page text of resource construction target pages from server in advance Shelves；

S94：The page documents full dose of the current page is replaced with into the page documents of the target pages；

S96：The information content of the target pages is shown based on replaced page documents.

Certainly, to those skilled in the art, this specification embodiment can have various modifications and variations.It is all this Any modification, equivalent replacement, improvement and so within the spirit and principle of specification embodiment, should be included in this specification Within the right of embodiment.

Need what is illustrated, electronic equipment described above may be used also according to the description of method or apparatus or electronic equipment embodiment To be referred to the description of embodiment of the method including other embodiments, concrete implementation mode, not repeat one by one herein.

Data processing method, device and the electronic equipment for a kind of page access that this specification embodiment provides, can adopt Collection user behavior data simultaneously carries out the prediction of user behavior trend, is loaded in advance from server according to the prediction result of user behavior Corresponding document resources, build page documents, and be cached in the memory of user terminal.In this way, when user clicks on or into the page When, page resource can be read from local memory and shown, can effectively solved user and initiate user terminal during page access To the network request time of server page resource so that user can quickly enter the corresponding product page very much, significantly User terminal is improved using experience.

Although mentioned in this specification embodiment content and URL addresses are changed by History API, gathered using gyroscope Terminal data, the mode for product business setting weighted value establish correspondence, download product literal resource builds page documents, The data that full dose is replaced or the like set, obtain, interaction, the description, still, this specification embodiment not office such as calculate, judge It is limited to meet industry communication standard, standard page data processing agreement, computer disposal and database association rule or this theory The bright described situation of book embodiment.On the practice processes that some professional standards or the self-defined mode of use or embodiment describe Embodiment amended slightly can also realize above-described embodiment it is identical, it is equivalent or it is close or deformation after it is anticipated that implementation Effect., still can be with using the embodiment of these modifications or the acquisition such as deformed data acquisition, storage, judgement, processing mode Belong within the scope of the optional embodiment of this specification.

In the 1990s, the improvement for a technology can clearly distinguish be on hardware improvement (for example, Improvement to circuit structures such as diode, transistor, switches) or software on improvement (improvement for method flow).So And as the development of technology, the improvement of current many method flows can be considered as directly improving for hardware circuit. Designer nearly all obtains corresponding hardware circuit by the way that improved method flow is programmed into hardware circuit.Cause This, it cannot be said that the improvement of a method flow cannot be realized with hardware entities module.For example, programmable logic device (Programmable Logic Device, PLD) (such as field programmable gate array (Field Programmable Gate Array, FPGA)) it is exactly such a integrated circuit, its logic function determines device programming by user.By designer Voluntarily programming comes a digital display circuit " integrated " on a piece of PLD, without asking chip maker to design and make Dedicated IC chip.Moreover, nowadays, substitution manually makes IC chip, this programming is also used instead mostly " patrols Volume compiler (logic compiler) " software realizes that software compiler used is similar when it writes with program development, And the source code before compiling also write by handy specific programming language, this is referred to as hardware description language (Hardware Description Language, HDL), and HDL is also not only a kind of, but have 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 are most generally used at present Integrated Circuit Hardware Description Language) and Verilog.Those skilled in the art also should This understands, it is only necessary to method flow slightly programming in logic and is programmed into integrated circuit with above-mentioned several hardware description languages, The hardware circuit for realizing the logical method flow can be readily available.

Controller can be implemented in any suitable manner, for example, controller can take such as microprocessor or processing The computer for the computer readable program code (such as software or firmware) that device and storage can be performed by (micro-) processor can Read medium, logic gate, switch, application-specific integrated circuit (Application Specific Integrated Circuit, ASIC), the form of programmable logic controller (PLC) and embedded microcontroller, the example of controller include but not limited to following microcontroller Device：ARC 625D, Atmel AT91SAM, Microchip PIC18F26K20 and Silicone Labs C8051F320, are deposited Memory controller is also implemented as a part for the control logic of memory.It is also known in the art that except with Pure computer readable program code mode is realized beyond controller, can be made completely by the way that method and step is carried out programming in logic Controller is obtained in the form of logic gate, switch, application-specific integrated circuit, programmable logic controller (PLC) and embedded microcontroller etc. to come in fact Existing identical function.Therefore this controller is considered a kind of hardware component, and various to being used for realization for including in it The device of function can also be considered as the structure in hardware component.Or even, the device for being used for realization various functions can be regarded For either the software module of implementation method can be the structure in hardware component again.

System, device, module or the unit that above-described embodiment illustrates, can specifically be realized by computer chip or entity, Or realized by having the function of certain product.One kind typically realizes that equipment is computer.Specifically, computer for example may be used Think personal computer, laptop computer, vehicle-mounted human-computer interaction device, cell phone, camera phone, smart phone, individual Digital assistants, media player, navigation equipment, electronic mail equipment, game console, tablet PC, wearable device or The combination of any equipment in these equipment of person.

Although this specification embodiment provides the method operating procedure as described in embodiment or flow chart, based on conventional Either more or less operating procedures can be included without creative means.The step of being enumerated in embodiment order be only A kind of mode in numerous step execution sequences, does not represent unique execution sequence.Device or end product in practice is held During row, can according to embodiment either method shown in the drawings order perform or it is parallel perform (such as parallel processor or The environment of multiple threads, even distributed data processing environment).Term " comprising ", "comprising" or its any other change Body is intended to non-exclusive inclusion, so that process, method, product or equipment including a series of elements are not only wrapped Those key elements are included, but also including other elements that are not explicitly listed, or further include as this process, method, product Or the key element that equipment is intrinsic.In the absence of more restrictions, it is not precluded from the process including the key element, side Also there are other identical or equivalent elements in method, product or equipment.

For convenience of description, it is divided into various modules during description apparatus above with function to describe respectively.Certainly, this is being implemented The function of each module can be realized in same or multiple softwares and/or hardware during specification embodiment, can also be by reality The module of existing same function is by combination realization of multiple submodule or subelement etc..Device embodiment described above is only Schematically, for example, the division of the unit, is only a kind of division of logic function, there can be other draw when actually realizing The mode of dividing, such as multiple units or component can combine or be desirably integrated into another system, or some features can be ignored, Or do not perform.Another, shown or discussed mutual coupling, direct-coupling or communication connection can be by one The INDIRECT COUPLING of a little interfaces, device or unit or communication connection, can be electrical, machinery or other forms.

It is also known in the art that in addition to realizing controller in a manner of pure computer readable program code, it is complete Entirely can by by method and step carry out programming in logic come controller with logic gate, switch, application-specific integrated circuit, may be programmed The form of logic controller and embedded microcontroller etc. realizes identical function.Therefore this controller is considered one kind Hardware component, and the structure that can also be considered as to the device for being used for realization various functions that its inside includes in hardware component.Or The device for being used for realization various functions even, can be considered as either the software module of implementation method can be hardware again by person Structure in component.

The present invention be with reference to according to the method for the embodiment of the present invention, the flow of equipment (system) and computer program product Figure and/or block diagram describe.It should be understood that it can be realized by computer program instructions every first-class in flowchart and/or the block diagram The combination of flow and/or square frame in journey and/or square frame and flowchart and/or the block diagram.These computer programs can be provided The processors of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce A raw machine so that the instruction performed by computer or the processor of other programmable data processing devices, which produces, to be used in fact The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.

These computer program instructions, which may also be stored in, can guide computer or other programmable data processing devices with spy Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which produces, to be included referring to Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or The function of being specified in multiple square frames.

These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, thus in computer or The instruction performed on other programmable devices is provided and is used for realization in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in a square frame or multiple square frames.

In a typical configuration, computing device includes one or more processors (CPU), input/output interface, net Network interface and memory.

Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/or The forms such as Nonvolatile memory, such as read-only storage (ROM) or flash memory (flash RAM).Memory is computer-readable medium Example.

Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves State random access memory (DRAM), other kinds of random access memory (RAM), read-only storage (ROM), electric erasable Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read-only storage (CD-ROM), Digital versatile disc (DVD) or other optical storages, magnetic cassette tape, the storage of tape magnetic rigid disk or other magnetic storage apparatus Or any other non-transmission medium, the information that can be accessed by a computing device available for storage.Define, calculate according to herein Machine computer-readable recording medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.

It will be understood by those skilled in the art that the embodiment of this specification can be provided as method, system or computer program production Product.Therefore, in terms of this specification embodiment can use complete hardware embodiment, complete software embodiment or combine software and hardware Embodiment form.Moreover, this specification embodiment can be used wherein includes computer available programs in one or more Implement in the computer-usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) of code The form of computer program product.

This specification embodiment can described in the general context of computer executable instructions, Such as program module.Usually, program module includes performing particular task or realizes the routine of particular abstract data type, journey Sequence, object, component, data structure etc..This specification embodiment can also be put into practice in a distributed computing environment, in these points In cloth computing environment, by performing task by communication network and connected remote processing devices.In Distributed Calculation ring In border, program module can be located in the local and remote computer-readable storage medium including storage device.

Each embodiment in this specification is described by the way of progressive, identical similar portion between each embodiment Divide mutually referring to what each embodiment stressed is the difference with other embodiment.It is real especially for system For applying example, since it is substantially similar to embodiment of the method, so description is fairly simple, related part is referring to embodiment of the method Part explanation.In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", The description of " specific example " or " some examples " etc. means to combine specific features, structure, material that the embodiment or example describe Or feature is contained at least one embodiment or example of this specification embodiment.In the present specification, to above-mentioned term Schematic representation be necessarily directed to identical embodiment or example.Moreover, description specific features, structure, material or Person's feature may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, in not conflicting feelings Under condition, those skilled in the art by the different embodiments or example described in this specification and different embodiment or can show The feature of example is combined and combines.

The foregoing is merely the embodiment of this specification embodiment, is not limited to this specification embodiment.It is right For those skilled in the art, this specification embodiment can have various modifications and variations.It is all in this specification embodiment Any modification, equivalent replacement, improvement and so within spirit and principle, the right that should be included in this specification embodiment will Within the scope of asking.

Claims (15)

1. a kind of data processing method of page access, the described method includes：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out local deposit Storage；

The middle corresponding page resource of reading is locally stored from described based on the access request of target pages, the page money based on reading Source shows the information content of the target pages, and the target pages include triggering the page that the pre-trigger product business redirects Face.

2. a kind of data processing method of page access as claimed in claim 1, wherein, the monitoring user terminal operations bag Include the sensor device monitoring terminal spatiality using terminal, the manipulation behavior produced in terminal.

3. a kind of data processing method of page access as claimed in claim 2, described pre- according to the user behavior data Surveying the expection operation behavior of user includes：

The trend behavior of current operation is determined according to the behavioral data, the behavioral data includes the terminal that sensor detects Locus, terminal angle of inclination, the touch location on touch-screen, in sliding trace on the touchscreen at least one of number It is believed that breath；

With reference to the product business datum of offer, the product business arrived associated by the trend behavior is calculated, to trigger the association Expection operation behavior of the product business arrived as prediction；

Correspondingly, at least one product business being associated with is chosen as pre-trigger corresponding with the expected operation behavior Product business.

4. a kind of data processing method of page access as claimed in claim 3, wherein, in definite pre-trigger product business When, the product business that weight selection value reaches predetermined threshold value includes according to as pre-trigger product business, the weighted value The flowing of access data of product business datum are the weighted value of product traffic assignments.

5. a kind of data processing method of page access as claimed in claim 1, described described pre- from Resource Server loading The resource of product business is triggered, and is built into page resource and is locally stored, including：

Corresponding document information is obtained from Resource Server according to the resource information of the pre-trigger product business；

The document information is parsed, builds the page documents of the pre-trigger product business；

Page documents are cached in local memory.

6. a kind of data processing method of page access as claimed in claim 1, described from the page money being locally stored Corresponding page resource is read in source to be included：

It is unified using the history page access interface change current page of the page after the access request for receiving the target pages The address of Resource Locator, and Notifications page rendering engine goes to access the target pages；

From the page documents that middle reading target pages are locally stored；

The page documents full dose of current page is replaced with into the page documents of the target pages.

7. a kind of data processing equipment of page access, described device include：

Prediction data acquisition module, for monitoring and obtaining the behavioral data of user terminal operations；

Behavior prediction module, for predicting the expection operation behavior of user according to the behavioral data；

Product mapping block, for determining pre-trigger product business corresponding with the expected operation behavior；

Resource preloaded components, for loading the corresponding resource of the pre-trigger product business from Resource Server, and are built into Page resource is locally stored；

It is expected that access processing module, for the middle corresponding page of reading to be locally stored from described based on the access request of target pages Resource, the page resource based on reading show the information content of the target pages, and the target pages include triggering described pre- The page that triggering product business redirects.

8. a kind of data processing equipment of page access as claimed in claim 7, the prediction data acquisition module monitoring is used Sensor device monitoring terminal spatiality of the family terminal operation using terminal, the manipulation behavior that is produced in terminal.

9. a kind of data processing equipment of page access as claimed in claim 8, the behavior prediction module include：

Behavior trend prediction unit, for determining the trend behavior of current operation, the behavioral data according to the behavioral data The locus of the terminal detected including sensor, terminal angle of inclination, the touch location on touch-screen, on the touchscreen At least one data message in sliding trace；

It is expected that operation predicting unit, for combining the product business datum provided, calculates the production arrived associated by the trend behavior Product business, the product business to be associated with described in triggering are used as the expection operation behavior predicted；

Operated correspondingly, the product mapping block chooses at least one product business being associated with as with the expection The corresponding pre-trigger product business of behavior.

10. a kind of data processing equipment of page access as claimed in claim 9, the product mapping block is determining pre- touch When sending out product business, weight selection value reaches the product business of predetermined threshold value as pre-trigger product business；The weighted value bag Include according to the weighted value that the flowing of access data of the product business datum are product traffic assignments.

11. a kind of data processing equipment of page access as claimed in claim 7, the resource load-on module include：

Information loading unit, corresponding text is obtained for the resource information according to the pre-trigger product business from Resource Server Shelves information；

Resource resolution unit, for parsing the document information, builds the page documents of the pre-trigger product business；

Buffer unit, for page documents to be cached in local memory.

12. a kind of data processing equipment of page access as claimed in claim 7, the page access processing module include：

First processing units, after the access request for receiving the target pages, are accessed using the history page of the page and connect The address of mouth change current page universal resource locator, and Notifications page rendering engine goes to access the target pages；

Local resource reading unit, for the middle page documents for reading target pages to be locally stored from described；

Replacement unit, for the page documents full dose of current page to be replaced with to the page documents of the target pages.

13. a kind of data processing equipment of page access, including processor and for storing depositing for processor-executable instruction Reservoir, the processor are realized when performing described instruction：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out local deposit Storage；

The middle corresponding page resource of reading is locally stored from described based on the access request of target pages, the page money based on reading Source shows the information content of the target pages, and the target pages include triggering the page that the pre-trigger product business redirects Face.

14. a kind of electronic equipment, including at least one processor and the memory of storage processor-executable instruction, the processing Device is realized when performing described instruction：

Monitor and obtain the behavioral data of user terminal operations；

The expection operation behavior of user is predicted according to the behavioral data；

Determine pre-trigger product business corresponding with the expected operation behavior；

The corresponding resource of the pre-trigger product business is loaded from Resource Server, and is built into page resource and carries out local deposit Storage；

The middle corresponding page resource of reading is locally stored from described based on the access request of target pages, the page money based on reading Source shows the information content of the target pages, and the target pages include triggering the page that the pre-trigger product business redirects Face.

15. a kind of data processing method of page access, the described method includes：

The access request of target pages is received, judges whether the access request accesses pre-trigger product business, the pre-trigger Product business includes based on predicted operation behavior of the prediction user in terminal and definite product business；

If so, then obtaining the page documents for being buffered in the business of pre-trigger product described in memory in advance, the page documents include In advance resource corresponding with the product of triggering in advance, the page documents of resource construction target pages are loaded from server；

The page documents full dose of current page is replaced with into the page documents of the target pages；

The information content of the target pages is shown based on replaced page documents.