CN109271587A - A kind of page generation method and device - Google Patents
A kind of page generation method and device Download PDFInfo
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- CN109271587A CN109271587A CN201811035995.XA CN201811035995A CN109271587A CN 109271587 A CN109271587 A CN 109271587A CN 201811035995 A CN201811035995 A CN 201811035995A CN 109271587 A CN109271587 A CN 109271587A
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Abstract
This application discloses a kind of page generation method and devices, which comprises the corresponding page of creation generic scenario generates model, wherein the generic scenario is suitable at least two different business items；According to Universal page element material, model is generated to the page and carries out model training, the page trained generates model, wherein the Universal page element material is suitable for the generic scenario；It is directed to any business item in described at least two different business items, model is generated according to the page trained, personal page corresponding with the business item is generated, so that effectively increasing the page trained generates the versatility of model, and then improves efficiency of page generation.
Description
Technical field
This application involves Internet technical field more particularly to a kind of page generation methods and device.
Background technique
With the fast development of Internet technology, the Pages Design of the internet products such as application program, website, typically directly
User is influenced for the acceptance level of internet product.Therefore, the page for meeting user preferences is provided for user to internet production
It is most important for product.
Currently, general generate model using by the training page come " memory " user preferences, and then the page by training
Face generates model, and the page for meeting user preferences is provided for user.
But the page trained in the prior art generates model and is only applicable to single business item, versatility is poor,
Cause efficiency of page generation poor.
Summary of the invention
The embodiment of the present application provides a kind of page generation method and device, to solve the page trained in the prior art
The versatility that face generates model is poor, leads to the problem that efficiency of page generation is lower.
The embodiment of the present application provides a kind of page generation method, comprising:
It creates the corresponding page of generic scenario and generates model, wherein it is different that the generic scenario is suitable at least two
Business item；
According to Universal page element material, model is generated to the page and carries out model training, the page trained
Generate model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, it is raw according to the page trained
At model, personal page corresponding with the business item is generated.
The embodiment of the present application also provides a kind of webpage generating devices, comprising:
Creation module generates model for creating the corresponding page of generic scenario, wherein the generic scenario is suitable for extremely
Few two different business items；
Training module, for generating model to the page and carrying out model training, obtain according to Universal page element material
The page trained generates model, wherein the Universal page element material is suitable for the generic scenario；
Page generation module, for being directed to any business item in described at least two different business items, according to
The page trained generates model, generates personal page corresponding with the business item.
The embodiment of the present application also provides a kind of electronic equipment, comprising:
Memory, for storing program；
Processor for executing the program of the memory storage, and specifically executes:
It creates the corresponding page of generic scenario and generates model, wherein it is different that the generic scenario is suitable at least two
Business item；
According to Universal page element material, model is generated to the page and carries out model training, the page trained
Generate model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, it is raw according to the page trained
At model, personal page corresponding with the business item is generated.
The embodiment of the present application also provides a kind of computer readable storage medium, the computer-readable recording medium storage
One or more programs, one or more of programs are when the electronic equipment for being included multiple application programs executes, so that institute
It states electronic equipment and executes following methods:
It creates the corresponding page of generic scenario and generates model, wherein it is different that the generic scenario is suitable at least two
Business item；
According to Universal page element material, model is generated to the page and carries out model training, the page trained
Generate model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, it is raw according to the page trained
At model, personal page corresponding with the business item is generated.
The embodiment of the present application use at least one above-mentioned technical solution can reach it is following the utility model has the advantages that
It is suitable for the corresponding page generation model of generic scenario of at least two different business items by creating, in turn
According to the Universal page element material for being suitable for the generic scenario, model is generated to the page and carries out model training, was trained
The page generate model so that any business item in at least two different business item is directed to, according to what is trained
The page generates model, generates personal page corresponding with the business item, generates to effectively increase the page trained
The versatility of model, and then improve efficiency of page generation.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present application, constitutes part of this application, this Shen
Illustrative embodiments and their description please are not constituted an undue limitation on the present application for explaining the application.In the accompanying drawings:
Fig. 1 is a kind of flow diagram of page generation method provided by the embodiments of the present application；
Fig. 2 is a kind of schematic diagram of page generation method provided by the embodiments of the present application；
Fig. 3 is the structural schematic diagram of a kind of electronic equipment provided by the embodiments of the present application；
Fig. 4 is a kind of structural schematic diagram of webpage generating device provided by the embodiments of the present application.
Specific embodiment
Technical scheme is clearly and completely retouched below with reference to the application specific embodiment and corresponding attached drawing
It states.Obviously, the described embodiments are only a part but not all of the embodiments of the present application.Based in the application
Embodiment, every other embodiment obtained by those of ordinary skill in the art without making creative efforts,
It shall fall in the protection scope of this application.
Below in conjunction with attached drawing, the technical scheme provided by various embodiments of the present application will be described in detail.
Fig. 1 is a kind of flow diagram of page generation method provided by the embodiments of the present application.The method can be as follows
It is shown.
Step 102, the corresponding page of creation generic scenario generates model, wherein generic scenario is suitable at least two not
Same business item.
At least two different business items are directed to, when at least two different business item is similar traffic project
In the case where, for the generic scenario suitable for at least two different business item, creates the corresponding page and generate model.
For example, the first business item is the credit card popularization activity of bank A, the second business item is the credit card of bank B
Popularization activity.First business item and the second business item are different but similar business item, while being suitable for the first business
The generic scenario of project and the second business item is credit card popularization activity, then it is right to create generic scenario (credit card popularization activity)
The page answered generates model.
It should be noted that be the relationship of multi-to-multi between business item and generic scenario, i.e. business item can be with
Using multiple generic scenarios, a generic scenario can be adapted for multiple business items.
When the generic scenario for being suitable at least two different business items has multiple, page is created for each generic scenario
Face generates model.
Step 104, according to Universal page element material, model is generated to the page and carries out model training, was trained
The page generates model, wherein Universal page element material is suitable for generic scenario.
It is directed to any generic scenario, determines the Universal page element material for being suitable for the generic scenario.
In the embodiment of the present application, Universal page element material includes following at least one:
A variety of page frameworks, a variety of Backgrounds, many controls shape, many controls color, a variety of styles Page Container,
With the popularization language of a variety of styles.
It should be noted that Universal page element material other than it may include above-mentioned record, can also include other
Page elements material, is not specifically limited here.
In the embodiment of the present application, according to Universal page element material, model is generated to the page and carries out model training, is instructed
The page practiced generates model, comprising:
According to Universal page element material, different Page Templates are determined；
According to different Page Templates, training objective is turned to page conversion ratio maximum, it is raw using the preset algorithm training page
At model, the page trained generates model, wherein it includes different Page Templates pair in model that the page trained, which generates,
The displaying probability answered.
Wherein, preset algorithm is Bandit algorithm.
Model is generated for the corresponding page of a certain generic scenario, according to the Universal page element for being suitable for the generic scenario
Material determines different Page Templates, wherein different Page Templates can be made of different Universal page element materials.
It using the displaying probability that Bandit algorithm is different Page Templates and shows that number is allocated, and is converted with the page
Rate maximum turns to training objective, determines under different page access states, the corresponding page conversion ratio of different Page Templates.It is directed to
The higher Page Template of a certain page access state lower page conversion ratio, when facing same page access state next time, instruction
The page practiced, which generates template, can then improve the displaying probability of the Page Template.
Wherein, different page access states include: different time information (season, time, weather, festivals or holidays, etc.), and/
Or, different user information (age, gender, device model, etc.).
It should be noted that different page access states are other than it may include above-mentioned record, it can also include other
Status information is not specifically limited here；
Preset algorithm can also be other algorithms, be not specifically limited here other than it can be Bandit algorithm.
Still with the above-mentioned generic scenario (credit card popularization activity) for suitable for the first business item and the second business item
For the page of creation generates model, found during model training, when page access state includes: the feelings of summer, man
Under condition, the corresponding page conversion ratio of Page Template A (taking blue sea blue sky and surfing as the Page Template of main background keynote) compared with
It is high；In the case that page access state includes summer, Ms, Page Template B is (with shopping satisfied in refrigerant market for main background
The Page Template of keynote) corresponding page conversion ratio is higher.
It is then directed to the case where other page access states equally include: summer, man, the page trained generates template
It can then show the personalization generated according to Page Template A (taking blue sea blue sky and surfing as the Page Template of main background keynote)
The page；It is directed to the case where other page access states equally include: summer, Ms, the page trained generates template and then can
Show the personalized page generated according to Page Template B (taking shopping satisfied in refrigerant market as the Page Template of main background keynote)
Face.
Step 106, it is directed to any business item at least two different business items, it is raw according to the page trained
At model, personal page corresponding with the business item is generated.
Specifically, it is directed to any business item at least two different business items, it is raw according to the page trained
At model, personal page corresponding with business item is generated, comprising:
Receive the accessing page request that user sends, wherein include: the corresponding mark of business item in accessing page request
Information and user information；
According to the corresponding identification information of business item, the corresponding private pages element material of business item is determined；
According to the corresponding private pages element material of business item, user information, and the page trained generates model, to
User shows personal page corresponding with business item.
Wherein, the corresponding private pages element material of business item includes following at least one: the corresponding figure of business item
Mark information, the corresponding content information of business item and the corresponding link information of business item；
User information includes following at least one: user sends corresponding temporal information, user when accessing page request
Gender, the age of user and user send the model of used mobile terminal when accessing page request.
It is directed to different business project, determines the corresponding private pages element material of each business item.
Still using above-mentioned first business item as the credit card popularization activity of bank A, the second business item is the credit of bank B
For card popularization activity.
It is directed to the first business item, determine private pages element material corresponding with the first business item: bank A's is special
Have the details of the credit card popularization activity of icon information LOGO, bank A introduce text, bank A credit card popularization activity note
Volume link, etc.；
And it is directed to the second business item, determine private pages element material corresponding with the second business item: bank B
Proprietary icon information LOGO, bank B the details of credit card popularization activity introduce the credit card popularization activity of text, bank B
Login link, etc..
After receiving the accessing page request of user's transmission, according to the business item pair for including in accessing page request
The identification information answered determines private pages element material corresponding with the business item.
According to the user information for including in accessing page request, page access state is determined.According to page access state, instruction
The page practiced generates model and determines Page Template corresponding with the page access state.And then according to determining Page Template knot
The corresponding private pages element material of the business item is closed, generate and shows personalized page corresponding with the business item to user
Face.
Still with the above-mentioned generic scenario (credit card popularization activity) for suitable for the first business item and the second business item
The page of creation generates model, and generates the page trained that model obtain after model training to the page and generate
For model.
Receive the accessing page request of user's transmission, wherein include: the mark of the first business item in accessing page request
Know information, when user sends accessing page request corresponding temporal information be summer, user gender be Ms.
Then according to the identification information of the first business item, the corresponding private pages element material of first item can be determined:
The details of the credit card popularization activity of the proprietary icon information LOGO, bank A of bank A introduce text, the credit card of bank A is promoted
Movable login link, etc.；
When sending accessing page request according to user corresponding temporal information be summer, user gender be Ms, training
The page crossed generates model and determines Page Template B (taking shopping satisfied in refrigerant market as the Page Template of main background keynote)；
And then according to the corresponding private pages element material of first item and Page Template B, can be generated for user with
The corresponding personal page of first business item: taking shopping satisfied in refrigerant market as the personal page of main background keynote.
In the embodiment of the present application, further includes:
User is obtained to the feedback information of the corresponding personal page of business item；
According to feedback information, updates the page trained and generate model.
After personal page corresponding to a certain business item of user's displaying, obtains user and be directed to the personal page
Feedback information (for example, stay time, participation activity, click a certain control, etc.) update instruction and then according to the feedback information
The page practiced generates model, i.e., it is general that the page that adjusting training is crossed generates the corresponding displaying of the different Page Templates for including in model
Rate.
For example, it is directed to the personal page generated using the Page Template that the control color of control A is red, if according to
User has found that the clicking rate of control A is lower for the feedback information of the personal page, then updates the page trained and generate mould
Type, i.e., the page trained in the updated generate in model, and the control color for reducing control A is that red Page Template is corresponding
Displaying probability, and improve control A control color be other colors the corresponding displaying probability of Page Template.
By the feedback information according to user for personal page, the page that continuous adjusting training is crossed generates model, makes
The page trained must be can be improved and generate the ability that model generation meets the personal page of user preferences.
It is by the general field for being suitable at least two different business items since the page trained generates model
The page of scape creation generates model and is trained, therefore, for other from at least two different business item class
As, that is, other business items that the generic scenario also can be used are directed to, can directly be generated using the page trained
Model generates personal page corresponding with business item, effectively increases the versatility that the page trained generates model.
The technical solution that the embodiment of the present application is recorded is suitable for the general of at least two different business items by creating
The corresponding page of scene generates model, and then according to the Universal page element material for being suitable for the generic scenario, generates to the page
Model carries out model training, and the page trained generates model, so that being directed at least two different business item
In any business item, model is generated according to the page trained, generates personal page corresponding with the business item, thus
It effectively increases the page trained and generates the versatility of model, and then improve efficiency of page generation.
Fig. 2 is a kind of schematic diagram of page generation method provided by the embodiments of the present application.The method can be as follows.
Step 202, definition is suitable for the generic scenario of at least two different business items；
Step 204, the page is created for the generic scenario generate model；
Step 206, the Universal page element material for being suitable for the generic scenario is determined；
Step 208, according to the Universal page element material, model is generated to the page and carries out model training, is trained
The page crossed generates model；
Step 210, the private pages element material for being suitable for a certain business item is determined；
Step 212, model is generated according to the private pages element material and the page trained, generated and the traffic item
The corresponding personal page of mesh；
Step 214, it obtains user and is directed to the feedback information of the personal page, and then jump to step 208, according to this
Feedback information generates model to the page trained and is updated.
The technical solution that the embodiment of the present application is recorded is suitable for the general of at least two different business items by creating
The corresponding page of scene generates model, and then according to the Universal page element material for being suitable for the generic scenario, generates to the page
Model carries out model training, and the page trained generates model, so that being directed at least two different business item
In any business item, model is generated according to the page trained, generates personal page corresponding with the business item, thus
It effectively increases the page trained and generates the versatility of model, and then improve efficiency of page generation.
Fig. 3 is the structural schematic diagram of a kind of electronic equipment provided by the embodiments of the present application.As shown in figure 3, in hardware view,
The electronic equipment includes processor, optionally further comprising internal bus, network interface, memory.Wherein, memory may include
Memory, such as high-speed random access memory (Random-Access Memory, RAM), it is also possible to further include non-volatile deposit
Reservoir (non-volatile memory), for example, at least 1 magnetic disk storage etc..Certainly, which is also possible that it
Hardware required for his business.
Processor, network interface and memory can be connected with each other by internal bus, which can be ISA
(Industry Standard Architecture, industry standard architecture) bus, PCI (Peripheral
Component Interconnect, Peripheral Component Interconnect standard) bus or EISA (Extended Industry Standard
Architecture, expanding the industrial standard structure) bus etc..The bus can be divided into address bus, data/address bus, control always
Line etc..Only to be indicated with a four-headed arrow in Fig. 3, it is not intended that an only bus or a type of convenient for indicating
Bus.
Memory stores program.Specifically, program may include program code, and said program code includes computer behaviour
It instructs.Memory may include memory and nonvolatile memory, and provide instruction and data to processor.
Processor is from the then operation into memory of corresponding computer program is read in nonvolatile memory, in logical layer
Webpage generating device is formed on face.Processor executes the program that memory is stored, and specifically executes following operation:
It creates the corresponding page of generic scenario and generates model, wherein generic scenario is suitable at least two different business
Project；
According to Universal page element material, model is generated to the page and carries out model training, the page trained generates
Model, wherein Universal page element material is suitable for generic scenario；
It is directed to any business item at least two different business items, model is generated according to the page trained,
Generate personal page corresponding with business item.
It is above-mentioned to can be applied in processor as the method for figure 1, or realized by processor.Processor may be one
Kind IC chip, the processing capacity with signal.During realization, each step of the above method can pass through processor
In hardware integrated logic circuit or software form instruction complete.Above-mentioned processor can be general processor, packet
Include central processing unit (Central Processing Unit, CPU), network processing unit (Network Processor, NP) etc.；
It can also be digital signal processor (Digital Signal Processor, DSP), specific integrated circuit (Application
Specific Integrated Circuit, ASIC), field programmable gate array (Field-Programmable Gate
Array, FPGA) either other programmable logic device, discrete gate or transistor logic, discrete hardware components.It can be with
Realize or execute disclosed each method, step and the logic diagram in this specification embodiment.General processor can be micro-
Processor or the processor are also possible to any conventional processor etc..The method in conjunction with disclosed in this specification embodiment
Step can be embodied directly in hardware decoding processor and execute completion, or with the hardware and software module group in decoding processor
Conjunction executes completion.Software module can be located at random access memory, flash memory, read-only memory, programmable read only memory or electricity
In the storage medium of this fields such as erasable programmable memory, register maturation.The storage medium is located at memory, processor
The step of reading the information in memory, completing the above method in conjunction with its hardware.
The method that the electronic equipment can also carry out embodiment illustrated in fig. 1 execution, and realize the function of above-mentioned embodiment illustrated in fig. 1
Can, details are not described herein for this specification embodiment.
The embodiment of the present application also proposed a kind of computer readable storage medium, the computer-readable recording medium storage one
A or multiple programs, the one or more program include instruction, which holds when by the electronic equipment including multiple application programs
When row, the electronic equipment can be made to execute the page generation method in embodiment illustrated in fig. 1, and specifically execute operations described below:
It creates the corresponding page of generic scenario and generates model, wherein generic scenario is suitable at least two different business
Project；
According to Universal page element material, model is generated to the page and carries out model training, the page trained generates
Model, wherein Universal page element material is suitable for generic scenario；
It is directed to any business item at least two different business items, model is generated according to the page trained,
Generate personal page corresponding with business item.
Fig. 4 is a kind of structural schematic diagram of webpage generating device provided by the embodiments of the present application.Device 400 shown in Fig. 4
Include:
Creation module 401 generates model for creating the corresponding page of generic scenario, wherein generic scenario is suitable for extremely
Few two different business items；
Training module 402, for generating model to the page and carrying out model training, obtain according to Universal page element material
The page trained generates model, wherein Universal page element material is suitable for generic scenario；
Page generation module 403, for being directed to any business item at least two different business items, according to instruction
The page practiced generates model, generates personal page corresponding with business item.
Optionally, Universal page element material includes following at least one:
A variety of page frameworks, a variety of Backgrounds, many controls shape, many controls color, a variety of styles Page Container,
With the popularization language of a variety of styles.
Optionally, training module 402 are specifically used for:
According to Universal page element material, different Page Templates are determined；
According to different Page Templates, training objective is turned to page conversion ratio maximum, it is raw using the preset algorithm training page
At model, the page trained generates model, wherein it includes different Page Templates pair in model that the page trained, which generates,
The displaying probability answered.
Optionally, page generation module 403, is specifically used for:
Receive the accessing page request that user sends, wherein include: the corresponding mark of business item in accessing page request
Information and user information；
According to the corresponding identification information of business item, the corresponding private pages element material of business item is determined；
According to the corresponding private pages element material of business item, user information, and the page trained generates model, to
User shows personal page corresponding with business item.
Optionally, the corresponding private pages element material of business item includes following at least one:
The corresponding icon information of business item, the corresponding content information of business item and the corresponding link letter of business item
Breath.
Optionally, user information includes following at least one:
User sends corresponding temporal information, the gender of user, the age of user and user when accessing page request and sends
The model of used mobile terminal when accessing page request.
Optionally, device 400 further include:
Module is obtained, for obtaining user to the feedback information of the corresponding personal page of business item；
Update module generates model for according to feedback information, updating the page trained.
Optionally, preset algorithm is Bandit algorithm.
According to webpage generating device, creation module creates the corresponding page of generic scenario and generates model, wherein generic scenario
The business item different suitable at least two；Training module generates model to the page and carries out according to Universal page element material
Model training, the page trained generate model, wherein Universal page element material is suitable for generic scenario；The page is raw
It is directed to any business item at least two different business items at module, model is generated according to the page trained, it is raw
At personal page corresponding with business item, to effectively increase the versatility that the page trained generates model, in turn
Improve efficiency of page generation.
In the 1990s, the improvement of a technology can be distinguished clearly 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 with 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 to be 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, logic function determines device programming by user.By designer
Voluntarily programming comes a digital display circuit " integrated " on a piece of PLD, designs and makes without asking chip maker
Dedicated IC chip.Moreover, nowadays, substitution manually makes IC chip, this programming is also used instead mostly " is patrolled
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 there are many kind, 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 is most generally used at present
Integrated Circuit Hardware Description Language) and Verilog.Those skilled in the art also answer
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 process 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 executed by (micro-) processor can
Read medium, logic gate, switch, specific integrated circuit (Application Specific Integrated Circuit,
ASIC), the form of programmable logic controller (PLC) and insertion microcontroller, the example of controller includes but is 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 of the control logic of memory.It is also known in the art that in addition to
Pure computer readable program code mode is realized other than controller, can be made completely by the way that method and step is carried out programming in logic
Controller is obtained to come in fact in the form of logic gate, switch, specific integrated circuit, programmable logic controller (PLC) and insertion microcontroller etc.
Existing identical function.Therefore this controller is considered a kind of hardware component, and to including for realizing various in it
The device of function can also be considered as the structure in hardware component.Or even, it can will be regarded for realizing the device of various functions
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 realize by computer chip or entity,
Or it is realized by the product with certain function.It is a kind of typically to realize that equipment is computer.Specifically, computer for example may be used
Think personal computer, laptop computer, cellular phone, camera phone, smart phone, personal digital assistant, media play
It is any in device, navigation equipment, electronic mail equipment, game console, tablet computer, wearable device or these equipment
The combination of equipment.
For convenience of description, it is divided into various units when description apparatus above with function to describe respectively.Certainly, implementing this
The function of each unit can be realized in the same or multiple software and or hardware when application.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
In a typical configuration, calculating equipment includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/or
The forms such as Nonvolatile memory, such as read-only memory (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 instructions, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices
Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
It include so that the process, method, commodity or the equipment that include a series of elements not only include those elements, but also to wrap
Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including described want
There is also other identical elements in the process, method of element, commodity or equipment.
The application can describe in the general context of computer-executable instructions executed by a computer, such as program
Module.Generally, program module includes routines performing specific tasks or implementing specific abstract data types, programs, objects, group
Part, data structure etc..The application can also be practiced in a distributed computing environment, in these distributed computing environments, by
Task is executed by the connected remote processing devices of communication network.In a distributed computing environment, program module can be with
In the local and remote computer storage media including storage equipment.
All the embodiments in this specification are described in a progressive manner, same and similar portion between each embodiment
Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for system reality
For applying example, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring to embodiment of the method
Part explanation.
The above description is only an example of the present application, is not intended to limit this application.For those skilled in the art
For, various changes and changes are possible in this application.All any modifications made within the spirit and principles of the present application are equal
Replacement, improvement etc., should be included within the scope of the claims of this application.
Claims (11)
1. a kind of page generation method characterized by comprising
It creates the corresponding page of generic scenario and generates model, wherein the generic scenario is suitable at least two different business
Project；
According to Universal page element material, model is generated to the page and carries out model training, the page trained generates
Model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, mould is generated according to the page trained
Type generates personal page corresponding with the business item.
2. the method as described in claim 1, which is characterized in that the Universal page element material includes following at least one:
A variety of page frameworks, a variety of Backgrounds, many controls shape, many controls color, a variety of styles Page Container, and it is more
The popularization language of kind style.
3. the method as described in claim 1, which is characterized in that according to Universal page element material, generate mould to the page
Type carries out model training, and the page trained generates model, comprising:
According to the Universal page element material, different Page Templates are determined；
According to the different Page Templates, training objective is turned to page conversion ratio maximum, uses the preset algorithm training page
Face generates model, obtains the page trained and generates model, wherein it includes institute in model that the page trained, which generates,
State the corresponding displaying probability of different Page Templates.
4. method as claimed in claim 3, which is characterized in that be directed to any in described at least two different business items
Business item generates model according to the page trained, generates personal page corresponding with the business item, packet
It includes:
Receive the accessing page request that user sends, wherein include: the corresponding mark of business item in the accessing page request
Information and user information；
According to the corresponding identification information of the business item, the corresponding private pages element material of the business item is determined；
It is raw according to the corresponding private pages element material of the business item, the user information and the page trained
At model, personal page corresponding with the business item is shown to the user.
5. method as claimed in claim 4, which is characterized in that the corresponding private pages element material of the business item includes
Following at least one:
The corresponding icon information of the business item, the corresponding content information of the business item and the business item are corresponding
Link information.
6. method as claimed in claim 4, which is characterized in that the user information includes following at least one:
The user send corresponding temporal information when the accessing page request, the gender of the user, the user year
Age and the user send the model of used mobile terminal when the accessing page request.
7. method as claimed in claim 4, which is characterized in that the method also includes:
The user is obtained to the feedback information of the corresponding personal page of the business item；
According to the feedback information, updates the page trained and generate model.
8. method as claimed in claim 3, which is characterized in that the preset algorithm is Bandit algorithm.
9. a kind of webpage generating device characterized by comprising
Creation module generates model for creating the corresponding page of generic scenario, wherein the generic scenario is suitable at least two
A different business item；
Training module, for generating model to the page and carrying out model training, trained according to Universal page element material
The page crossed generates model, wherein the Universal page element material is suitable for the generic scenario；
Page generation module, for being directed to any business item in described at least two different business items, according to described
The page trained generates model, generates personal page corresponding with the business item.
10. a kind of electronic equipment characterized by comprising
Memory, for storing program；
Processor for executing the program of the memory storage, and specifically executes:
It creates the corresponding page of generic scenario and generates model, wherein the generic scenario is suitable at least two different business
Project；
According to Universal page element material, model is generated to the page and carries out model training, the page trained generates
Model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, mould is generated according to the page trained
Type generates personal page corresponding with the business item.
11. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage is one or more
Program, one or more of programs are when the electronic equipment for being included multiple application programs executes, so that the electronic equipment
Execute following methods:
It creates the corresponding page of generic scenario and generates model, wherein the generic scenario is suitable at least two different business
Project；
According to Universal page element material, model is generated to the page and carries out model training, the page trained generates
Model, wherein the Universal page element material is suitable for the generic scenario；
It is directed to any business item in described at least two different business items, mould is generated according to the page trained
Type generates personal page corresponding with the business item.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811035995.XA CN109271587B (en) | 2018-09-06 | 2018-09-06 | Page generation method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811035995.XA CN109271587B (en) | 2018-09-06 | 2018-09-06 | Page generation method and device |
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| CN109271587A true CN109271587A (en) | 2019-01-25 |
| CN109271587B CN109271587B (en) | 2020-09-29 |
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|---|---|---|---|
| CN201811035995.XA Active CN109271587B (en) | 2018-09-06 | 2018-09-06 | Page generation method and device |
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| CN112068914A (en) * | 2020-08-26 | 2020-12-11 | 北京百度网讯科技有限公司 | Material content processing method and device, electronic equipment and storage medium |
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