CN108153517A - Data processing method and device - Google Patents
Data processing method and device Download PDFInfo
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- CN108153517A CN108153517A CN201711387204.5A CN201711387204A CN108153517A CN 108153517 A CN108153517 A CN 108153517A CN 201711387204 A CN201711387204 A CN 201711387204A CN 108153517 A CN108153517 A CN 108153517A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/20—Software design
- G06F8/24—Object-oriented
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Abstract
The invention discloses a kind of data processing method and device.This method includes：Acquire user behavior data；The service condition of each function is determined according to the user behavior data of acquisition；Each function is adjusted according to the service condition of each function.By the present invention, achieve the effect that use data-optimized software function according to user.
Description
Technical field
The present invention relates to data processing field, in particular to a kind of data processing method and device.
Background technology
Whether the designer of Catering Management software usually would like to know self-designed product when deisgn product
Someone uses, and how are the function frequency of use and effect in product.If it is known that these things, for product designer
Can all have very in the continuity designed in the thinking and subsequent product of product design and on product usage experience and Optimal improvements
Big help.
The cash register software of traditional C/S structures analyzes the feedback and usage behavior of product it is difficult to get user,
The general feedback for wondering user is all that the form of questionnaire by inquiry carries out, and this mode is less efficient, and often without
Method learns the actual wishes of user.
It the problem of for that can not be analyzed in the relevant technologies user behavior with optimization software function, not yet proposes at present
Effective solution.
Invention content
It, in the prior art can not be right with solution it is a primary object of the present invention to provide a kind of data processing method and device
The problem of user behavior is analyzed with optimization software function.
To achieve these goals, according to an aspect of the invention, there is provided a kind of data processing method, including：It adopts
Collect user behavior data；The service condition of each function is determined according to the user behavior data of acquisition；According to described each
The service condition of function is adjusted each function.
Further, the service condition of each function is determined according to the user behavior data of acquisition, including：According to
The user behavior data of acquisition determines the frequency of use of each function, according to the service condition of each function
Each function is adjusted, including：In the case where the frequency of use of the first function is less than the first predeterminated frequency, really
Surely first function is deleted, wherein, first function is arbitrary function.
Further, each function is adjusted according to the service condition of each function, further included：
In the case that the frequency of use of second function is more than the second predeterminated frequency, determine to show at the second function emphasis, wherein,
Second function is arbitrary function, and second predeterminated frequency is more than first predeterminated frequency.
Further, after user behavior data is acquired, the method further includes：It draws user and clicks displayed page
Obtained thermodynamic chart；It determines to click high-frequency region according to the thermodynamic chart and clicks low frequency region；According to the click high frequency region
Domain and the operating habit clicked low frequency region and determine the user；The exhibition is adjusted according to the operating habit of the user
Show the page.
Further, after user behavior data is acquired, the method further includes：According to user's row of acquisition
The operating process of the user is determined for data；The operating process of the user and predetermined registration operation flow are compared, obtained
Comparison result；Determine whether to be improved the predetermined registration operation flow according to the comparison result.
To achieve these goals, according to an aspect of the invention, there is provided a kind of data processing equipment, including：It adopts
Collect unit, for acquiring user behavior data；First determination unit determines for the user behavior data according to acquisition
The service condition of each function；The first adjustment unit, for the service condition according to each function to each function
It is adjusted.
Further, first determination unit is used for：It is determined according to the user behavior data of acquisition described each
The frequency of use of function, the first adjustment unit are used for：It is less than the feelings of the first predeterminated frequency in the frequency of use of the first function
Under condition, determine to delete first function, wherein, first function is arbitrary function.
Further, the first adjustment unit is additionally operable to：It is more than the second predeterminated frequency in the frequency of use of the second function
In the case of, it determines to show at the second function emphasis, wherein, second function is arbitrary function, and described second is default
Frequency is more than first predeterminated frequency.
Further, described device further includes：Drawing unit, for acquiring user behavior data in the collecting unit
Later, it draws user and clicks the thermodynamic chart that displayed page obtains；Second determination unit, for being determined a little according to the thermodynamic chart
It hits high-frequency region and clicks low frequency region；Third determination unit, for according to the click high-frequency region and the click low frequency
Region determines the operating habit of the user；Second adjustment unit, for adjusting the exhibition according to the operating habit of the user
Show the page.
Further, described device further includes：4th determination unit, for acquiring user behavior in the collecting unit
After data, the operating process of the user is determined according to the user behavior data of acquisition；Comparing unit, for by institute
The operating process and predetermined registration operation flow for stating user are compared, and obtain comparison result；5th determination unit, for according to institute
Comparison result is stated to determine whether to be improved the predetermined registration operation flow.
To achieve these goals, according to an aspect of the invention, there is provided a kind of storage medium, the storage are situated between
Matter includes the program of storage, wherein, equipment where the storage medium is controlled when described program is run performs above-mentioned data
Processing method.
To achieve these goals, according to an aspect of the invention, there is provided a kind of processor, the processor are used
In operation program, wherein, described program performs above-mentioned data processing method when running.
In embodiments of the present invention, making for each function of application program is able to know that by the user behavior data of acquisition
With situation, the importance for the function that frequency of use is high, user experience is good is promoted, for frequency of use is low, user's body
Testing the importance of the function of difference is reduced, and to frequency of use, low, poor user experience function is improved or deletes, solution
It has determined the problem of user behavior can not being analyzed with optimization software function in the prior art, and then has reached according to user
The effect using data-optimized software function.
Description of the drawings
The attached drawing for forming the part of the application is used to provide further understanding of the present invention, schematic reality of the invention
Example and its explanation are applied for explaining the present invention, is not constituted improper limitations of the present invention.In the accompanying drawings：
Fig. 1 is a kind of flow chart of optional data processing method according to embodiments of the present invention；
Fig. 2-1 is a kind of schematic diagram of data collection station according to embodiments of the present invention；
Fig. 2-2 is a kind of schematic diagram of data collection station according to embodiments of the present invention；
Fig. 2-3 is a kind of schematic diagram of data collection station according to embodiments of the present invention；
Fig. 2-4 is a kind of schematic diagram of data collection station according to embodiments of the present invention；
Fig. 3 is the schematic diagram according to embodiments of the present invention in backstage display data；
Fig. 4 is the schematic diagram of data processing equipment according to embodiments of the present invention.
Specific embodiment
It should be noted that in the absence of conflict, the feature in embodiment and embodiment in the application can phase
Mutually combination.The present invention will be described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
In order to which those skilled in the art is made to more fully understand application scheme, below in conjunction in the embodiment of the present application
The technical solution in the embodiment of the present application is clearly and completely described in attached drawing, it is clear that described embodiment is only
The embodiment of the application part, instead of all the embodiments.Based on the embodiment in the application, ordinary skill
Personnel's all other embodiments obtained without making creative work should all belong to the application protection
Range.
It should be noted that term " first " in the description and claims of this application and above-mentioned attached drawing, "
Two " etc. be the object for distinguishing similar, and specific sequence or precedence are described without being used for.It should be appreciated that make in this way
Data can be interchanged in the appropriate case, so as to embodiments herein described herein.In addition, term " comprising " and
" having " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing series of steps or list
Process, method, system, product or the equipment of member are not necessarily limited to those steps or unit clearly listed, but may include not having
Have clearly listing or for the intrinsic other steps of these processes, method, product or equipment or unit.
An embodiment of the present invention provides a kind of data processing methods.
Fig. 1 is a kind of flow chart of optional data processing method according to embodiments of the present invention, as shown in Figure 1, the party
Method includes the following steps：
Step S102：Acquire user behavior data；
Step S104：The service condition of each function is determined according to the user behavior data of acquisition；
Step S106：Each function is adjusted according to the service condition of each function.
User behavior data can be order data, discount data, exempt from forms data, discount data, hall eclipse number according to, take out
The data such as data, user behavior data can be acquired by mobile phone, POS machine, hand-held set, PC machine etc..
In embodiments of the present invention, making for each function of application program is able to know that by the user behavior data of acquisition
With situation, the importance for the function that frequency of use is high, user experience is good is promoted, for frequency of use is low, user's body
Testing the importance of the function of difference is reduced, and to frequency of use, low, poor user experience function is improved or deletes, and reaches
The effect using data-optimized software function according to user is arrived, solving in the prior art can not carry out user behavior
The problem of analysis is with optimization software function.
Optionally, the service condition of each function is determined according to the user behavior data of acquisition, including：According to acquisition
User behavior data determines the frequency of use of each function, and each function is adjusted according to the service condition of each function,
Including：In the case where the frequency of use of the first function is less than the first predeterminated frequency, determine to delete the first function, wherein, first
Function is arbitrary function.
Optionally, each function is adjusted according to the service condition of each function, further included：In the second function
In the case that frequency of use is more than the second predeterminated frequency, determine to show at the second function emphasis, wherein, the second function is arbitrary
Function, the second predeterminated frequency are more than the first predeterminated frequency.
First predeterminated frequency is a smaller frequency values, and the second predeterminated frequency is a larger frequency values.If one
The frequency of use of a function is less than the first predeterminated frequency, then illustrates that the function is of little use, alternatively, user does not like use, this may
It is caused by Functional Design is unreasonable, in this case it is necessary to be improved to function or directly delete.If one
The frequency of use of function is more than the second predeterminated frequency, then illustrates that the frequency of use of the function is very high, user is commonly used, at this
In the case of kind, which is shown.
Optionally, after user behavior data is acquired, method further includes：It draws user and clicks what displayed page obtained
Thermodynamic chart；It determines to click high-frequency region according to thermodynamic chart and clicks low frequency region；According to click high-frequency region and click low frequency range
Domain determines the operating habit of user；Displayed page is adjusted according to the operating habit of user.
Thermodynamic chart can be perfectly clear, intuitively show displaying situation of the user to displayed page.According to click high frequency
Region is able to know that user likes carrying out region in which region of displayed page, so as to which the content in these regions is carried out weight
Point displaying.It is able to know that user is less in which region click of displayed page according to low frequency region is clicked, illustrates user to this
The content of subregion displaying is lost interest in.The uninterested content of user is shown into content not as emphasis, is deleted,
Or optimize, such as typesetting again, to attract the attention of user.
Optionally, after user behavior data is acquired, method further includes：It is determined according to the user behavior data of acquisition
The operating process of user；The operating process of user and predetermined registration operation flow are compared, obtain comparison result；According to comparing
As a result determine whether to be improved predetermined registration operation flow.
In the stronger operation of some processes, product pre-sets some operating processes, will by acquisition
See user is how to use these flows, so as to providing reference in the optimization of flow to product designer.
In embodiments of the present invention, usage behavior track of the user for product, usage behavior are obtained by technological means
The data such as frequency, usage behavior specification, and the analysis for passing through big data obtains the report of profession, guides the optimization of subsequent product
And design.
Data acquisition：
1st, data acquisition is content-defined
1) acquisition module defines
● Self-help ordering
● Zero queuing
● reservation management
● boss's report
● KDS systems
● formula order dishes system
● cash register system
● businessman's background system
2) definition of acquisition function point is (by taking boss's report as an example)
Program will write reason point information in these corresponding functions, record the operating time.
3) collecting flowchart defines
In the stronger operation of some processes, product pre-sets some operating processes, will by acquisition
See user is how to use these flows, is to be walked according to the pre-set flow of product, still there are others not have
It is walked according to flow, so as to provide reference in the optimization of flow to product designer.
4) pickup area defines
System can divide the region of the emphasis page, and the acquisition clicked by user gets this block region
Frequency of use, so as to which the use habit of user can be obtained by analysis.Product designer is it is known that this block region is one
A high frequency region or a low frequency range, which type of the operating habit of user is.
2nd, data collection station defines
Report is shown：
After the behavioral data for collecting user in the above manner, on backstage just by data analysis these content displayings
Out, as shown in Figure 3.
In the case of user's unaware, just the data that behavior operates are obtained, and the range obtained is non-
Often extensively, by analyzing these data, product designer can be assisted to optimize product.
It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions
It is performed in computer system, although also, show logical order in flow charts, it in some cases, can be with not
The sequence being same as herein performs shown or described step.
An embodiment of the present invention provides a kind of data processing equipment, which can be used for performing the number of the embodiment of the present invention
According to processing method.
Fig. 4 is the schematic diagram of data processing equipment according to embodiments of the present invention, as shown in figure 4, the device includes：It adopts
Collect unit 10, the first determination unit 20, the first adjustment unit 30.
Collecting unit 10, for acquiring user behavior data.
First determination unit 20, for determining the service condition of each function according to the user behavior data of acquisition.
The first adjustment unit 30 is adjusted each function for the service condition according to each function.
Optionally, the first determination unit 20 is used for：Using frequently for each function is determined according to the user behavior data of acquisition
Rate.The first adjustment unit 30 is used for：In the case where the frequency of use of the first function is less than the first predeterminated frequency, determine to delete
First function, wherein, the first function is arbitrary function.
Optionally, the first adjustment unit 30 is additionally operable to：It is more than the feelings of the second predeterminated frequency in the frequency of use of the second function
Under condition, determine to show at the second function emphasis, wherein, the second function is arbitrary function, and it is default that the second predeterminated frequency is more than first
Frequency.
Optionally, device further includes：Drawing unit, the second determination unit, third determination unit, second adjustment unit.It paints
Unit processed after acquiring user behavior data in collecting unit 10, draws user and clicks the heating power that displayed page obtains
Figure.Second determination unit, for determining to click high-frequency region according to thermodynamic chart and clicking low frequency region.Third determination unit is used
In the operating habit that user is determined according to click high-frequency region and click low frequency region.Second adjustment unit, for according to user
Operating habit adjustment displayed page.
Optionally, device further includes：4th determination unit, comparing unit, the 5th determination unit.4th determination unit is used
After user behavior data is acquired in collecting unit 10, the operating process of user is determined according to the user behavior data of acquisition.
Comparing unit for the operating process of user and predetermined registration operation flow to be compared, obtains comparison result.5th determines list
Member, for determining whether to be improved predetermined registration operation flow according to comparison result.
Data processing equipment includes processor and memory, and above-mentioned collecting unit 10, the first determination unit 20, first are adjusted
Whole 30 grade of unit in memory, above procedure stored in memory is performed by processor as program unit storage
Unit realizes corresponding function.
Comprising kernel in processor, gone in memory to transfer corresponding program unit by kernel.Kernel can set one
Or more, carry out configuration for executing data processing by adjusting kernel parameter.
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 memory (ROM) or flash memory (flash RAM), memory includes at least one deposit
Store up chip.
An embodiment of the present invention provides a kind of storage mediums, are stored thereon with program, real when which is executed by processor
Existing data processing method.
An embodiment of the present invention provides a kind of processor, processor is used to run program, wherein, program performs when running
Data processing method.
An embodiment of the present invention provides a kind of equipment, equipment includes processor, memory and storage on a memory and can
The program run on a processor.Equipment herein can be server, PC, PAD, mobile phone etc..
Present invention also provides a kind of computer program products, first when being performed on data processing equipment, being adapted for carrying out
The program of beginningization there are as below methods step：
Acquire user behavior data；The service condition of each function is determined according to the user behavior data of acquisition；According to each
The service condition of a function is adjusted each function.
The frequency of use of each function is determined according to the user behavior data of acquisition, is less than in the frequency of use of the first function
In the case of first predeterminated frequency, determine to delete the first function, wherein, the first function is arbitrary function.
In the case where the frequency of use of the second function is more than the second predeterminated frequency, determine to show at the second function emphasis,
Wherein, the second function is arbitrary function, and the second predeterminated frequency is more than the first predeterminated frequency.
After user behavior data is acquired, draw user and click the thermodynamic chart that displayed page obtains；It is true according to thermodynamic chart
Fixed point hits high-frequency region and clicks low frequency region；Determine that the operation of user is practised according to clicking high-frequency region and clicking low frequency region
It is used；Displayed page is adjusted according to the operating habit of user.
After user behavior data is acquired, the operating process of user is determined according to the user behavior data of acquisition；It will use
The operating process at family is compared with predetermined registration operation flow, obtains comparison result；Determined whether according to comparison result to default behaviour
It is improved as flow.
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer journey
Sequence product.Therefore, in terms of the application can be used complete hardware embodiment, complete software embodiment or combine software and hardware
The form of embodiment.Moreover, the calculating for wherein including computer usable program code in one or more can be used in the application
The computer program that machine usable storage medium is implemented on (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The application is with reference to the flow according to the method for the embodiment of the present application, 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 each in flowchart and/or the block diagram
The combination of flow and/or box in flow and/or box and flowchart and/or the block diagram.These computers can be provided
Program instruction is to the processor of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices
To generate a machine so that the instruction performed by computer or the processor of other programmable data processing devices generates
It is used to implement the function of being specified in one flow of flow chart or multiple flows and/or one box of block diagram or multiple boxes
Device.
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 generation being stored in the computer-readable memory includes
The manufacture of command device, the command device are realized in one flow of flow chart or multiple flows and/or one box of block diagram
Or the function of being specified in multiple boxes.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted
Series of operation steps are performed on calculation machine or other programmable devices to generate computer implemented processing, so as in computer
Or the instruction offer performed on other programmable devices is used to implement in one flow of flow chart or multiple flows and/or box
The step of function of being specified in one box of figure or multiple boxes.
In a typical configuration, computing device include one or more processors (CPU), input/output interface,
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 memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie
The example of matter.
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 include, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM),
Dynamic random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electricity can
Erasable programmable read-only memory (EPROM) (EEPROM), fast flash memory bank or other memory techniques, CD-ROM read-only memory (CD-
ROM), digital versatile disc (DVD) or other optical storages, magnetic tape cassette, the storage of tape magnetic rigid disk or other magnetism are deposited
Equipment or any other non-transmission medium are stored up, available for storing the information that can be accessed by a computing device.According to boundary herein
Fixed, computer-readable medium does not include temporary computer readable media (transitory media), such as the data-signal of modulation and
Carrier wave.
It should also be noted that, term " comprising ", "comprising" or its any other variant are intended to nonexcludability
Comprising so that process, method, commodity or equipment including a series of elements are not only including those elements, but also wrap
Include other elements that are not explicitly listed or further include for this process, method, commodity or equipment it is intrinsic will
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including element
Process, method, also there are other identical elements in commodity or equipment.
It will be understood by those skilled in the art that embodiments herein can be provided as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or the embodiment in terms of combining software and hardware can be used in the application
Form.It is deposited moreover, the application can be used to can be used in one or more computers for wherein including computer usable program code
The shape of computer program product that storage media is implemented on (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
It these are only embodiments herein, be not limited to the application.To those skilled in the art,
The application can have various modifications and variations.All any modifications made within spirit herein and principle are equally replaced
It changes, improve, should be included within the scope of claims hereof.
Claims (10)
1. a kind of data processing method, which is characterized in that including：
Acquire user behavior data；
The service condition of each function is determined according to the user behavior data of acquisition；
Each function is adjusted according to the service condition of each function.
2. data processing method according to claim 1, which is characterized in that true according to the user behavior data of acquisition
The service condition of fixed each function, including：
The frequency of use of each function is determined according to the user behavior data of acquisition,
Each function is adjusted according to the service condition of each function, including：
In the case where the frequency of use of the first function is less than the first predeterminated frequency, determine to delete first function, wherein, institute
The first function is stated as arbitrary function.
3. data processing method according to claim 2, which is characterized in that according to the service condition pair of each function
Each function is adjusted, and is further included：
In the case where the frequency of use of the second function is more than the second predeterminated frequency, determine to show at the second function emphasis,
Wherein, second function is arbitrary function, and second predeterminated frequency is more than first predeterminated frequency.
4. data processing method according to claim 1, which is characterized in that described after user behavior data is acquired
Method further includes：
It draws user and clicks the thermodynamic chart that displayed page obtains；
It determines to click high-frequency region according to the thermodynamic chart and clicks low frequency region；
According to the click high-frequency region and the operating habit clicked low frequency region and determine the user；
The displayed page is adjusted according to the operating habit of the user.
5. data processing method according to claim 1, which is characterized in that described after user behavior data is acquired
Method further includes：
The operating process of the user is determined according to the user behavior data of acquisition；
The operating process of the user and predetermined registration operation flow are compared, obtain comparison result；
Determine whether to be improved the predetermined registration operation flow according to the comparison result.
6. a kind of data processing equipment, which is characterized in that including：
Collecting unit, for acquiring user behavior data；
First determination unit, for determining the service condition of each function according to the user behavior data of acquisition；
The first adjustment unit is adjusted each function for the service condition according to each function.
7. data processing equipment according to claim 6, which is characterized in that first determination unit is used for：
The frequency of use of each function is determined according to the user behavior data of acquisition,
The first adjustment unit is used for：
In the case where the frequency of use of the first function is less than the first predeterminated frequency, determine to delete first function, wherein, institute
The first function is stated as arbitrary function.
8. data processing equipment according to claim 7, which is characterized in that the first adjustment unit is additionally operable to：
In the case where the frequency of use of the second function is more than the second predeterminated frequency, determine to show at the second function emphasis,
Wherein, second function is arbitrary function, and second predeterminated frequency is more than first predeterminated frequency.
9. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein, it is run in described program
When control the storage medium where data processing method in equipment perform claim requirement 1 to 5 described in any one.
10. a kind of processor, which is characterized in that the processor is used to run program, wherein, right of execution when described program is run
Profit requires the data processing method described in any one in 1 to 5.
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|---|---|---|---|
| CN201711387204.5A CN108153517A (en) | 2017-12-20 | 2017-12-20 | Data processing method and device |
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|---|---|---|---|
| CN201711387204.5A CN108153517A (en) | 2017-12-20 | 2017-12-20 | Data processing method and device |
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