CN109819098A - Menu option display methods, server, system and computer readable storage medium - Google Patents
Menu option display methods, server, system and computer readable storage medium Download PDFInfo
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- CN109819098A CN109819098A CN201811514399.XA CN201811514399A CN109819098A CN 109819098 A CN109819098 A CN 109819098A CN 201811514399 A CN201811514399 A CN 201811514399A CN 109819098 A CN109819098 A CN 109819098A
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Abstract
The invention discloses a menu option display methods, are applied to background server, this method comprises:, according to the user account that the logging request carries, obtaining and the associated user behavior data of the user account when receiving the logging request of terminal transmission；An event of burying is extracted from the user behavior data, and carries out behavioural analysis to an event is buried, and obtains analysis result, wherein described to bury the use event that an event is each menu option in system；According to the analysis result and default output number, the menu option of output is determined；Determining menu option is back to terminal, so that terminal is loaded and shown in the blank space of user interface.The invention also discloses a kind of server, system and computer readable storage mediums.The present invention analyzes user behavior data using data analysis technique, can precise positioning to user's need menu option to be used, and then save the lookup time of user, and improve the experience of user's using terminal.
Description
Technical field
The present invention relates to field of computer technology more particularly to a menu option display methods, server, system and meters
Calculation machine readable storage medium storing program for executing.
Background technique
With the progress of science and technology and the raising of Working Life level, for the individual demand for meeting user, existing system
The menu option of system is also more and more abundant.But in practical applications, user is when choosing menu, it may be necessary to successively open menu
Find required option, it is cumbersome.Simultaneously for the unfamiliar user of system, need to operate repeatedly find target choosing
, the limited time is wasted, thus it is unable to the menu option that the effective precise positioning of fast and easy is commonly used to user, in turn
Reduce the usage experience of user.Currently, existing analyze user behavior using big data, can effectively solve the problem that above-mentioned
Problem, but due to this huge characteristic of real-time behavioral data that mass network user generates, lead to the analysis to user behavior,
Business less pertinence, the target group not positioned, thus how realizing efficient analysis, improving analysis rate of precision is still to work as
Modern important research topic.
Summary of the invention
The main purpose of the present invention is to provide a menu option display methods, server, systems and computer-readable
Storage medium, it is intended to solve how precisely to show the technical issues of user needs menu option to be used.
To achieve the above object, menu option display methods provided by the invention is applied to background server, described
Menu option display methods the following steps are included:
When receiving the logging request of terminal transmission, according to the user account that the logging request carries, acquisition and institute
State the associated user behavior data of user account；
An event of burying is extracted from the user behavior data, and carries out behavioural analysis to an event is buried, and is analyzed
As a result, wherein described to bury the use event that an event is each menu option in system；
According to the analysis result and default output number, the menu option of output is determined；
Determining menu option is back to terminal, so that terminal is loaded and shown in the blank space of user interface.
Optionally, described that an event of burying is extracted from the user behavior data, and behavior minute is carried out to an event is buried
Analysis obtains analysis result, wherein described to bury the use event that an event is each menu option in system, comprising:
Extract an event of burying from the user behavior data, an event of burying is that each menu option makes in system
Use event；
According to the menu properties for burying an event, category division is carried out to an event is respectively buried；
According to the event of burying after division, all kinds of numbers that bury for burying an event are counted, and a number is buried according to statistics
Size is ranked up an all kinds of events of burying；
Using all kinds of corresponding menu options of an event that bury after sequence as analysis result.
Optionally, the event of burying according to after division, count it is all kinds of bury an event bury a number, and according to statistics
A number size of burying an all kinds of events of burying are ranked up, comprising:
According to the event of burying after division, count it is all kinds of bury an event bury a number；
Judgement respectively buries whether number is greater than or equal to preset threshold；
If burying a number less than preset threshold, which is rejected；
An all kinds of events of burying for reservation are ranked up according to a number size is buried.
Optionally, described according to the analysis result and default output number, determine the menu option of output, comprising:
Whether all kinds of total m for burying the corresponding menu option of an event after judging sequence are greater than or equal to default output
Number n, wherein m and n is positive integer；
If the sum m is greater than or equal to the default output number n, it is true that preceding top-n menu option will be arranged
It is set to the menu option of output；
If the sum m is less than the default output number n, difference x is calculated, and obtains x common menu options, it will
All kinds of after sequence bury the corresponding menu option of an event and the common menu option is determined as the menu option of output.
Optionally, the calculating difference x, and x common menu options are obtained, all kinds of events of burying after sequence are corresponded to
Menu option and the common menu option be determined as output menu option, comprising:
According to the sum m and the default output number n, difference x is calculated；
The Role Information of user is determined according to the user account, and obtains the associated common menu choosing of the Role Information
?；
If the quantity of the common menu option is greater than difference x, in the common menu option, filter out x with
All kinds of after sequence bury the different common menu option of the corresponding menu option of an event；
All kinds of common menu options for burying the corresponding menu option of an event and screening after sequence are determined as output
Menu option；
If the quantity of the common menu option is less than or equal to difference x, all kinds of events of burying after sequence are corresponded to
Menu option and the common menu option be determined as output menu option.
Optionally, in the user when receiving the logging request of terminal transmission, carried according to the logging request
Account, obtain with the step of the user account associated user behavior data after, further includes:
If can not extract from the user behavior data and bury an event, the angle of user is determined according to the user account
Color information；
The associated common menu option of the Role Information is obtained, and the common menu option is determined as to the dish of output
Radio button is to be back to terminal.
In addition, to achieve the above object, the present invention also provides a kind of background server, the background server includes: to deposit
The menu option that reservoir, processor and being stored in can be run on the memory and on the processor shows program, described
Menu option show program when being executed by the processor realization such as the menu option display methods as described in any one of above-mentioned
Step.
In addition, to achieve the above object, the present invention also provides a kind of service system, the service system includes as described above
Background server, further include terminal；
The terminal is used for, and Xiang Suoshu background server sends logging request, and the logging request carries user account；
After login, receive the menu option that the background server returns, and in the load of the blank space of user interface and
Show the menu option.
Optionally, after login, the terminal is also used to:
The use operation of record user in real time, obtains user behavior data, and the user behavior data is uploaded to institute
Background server is stated, for background server calling.
In addition, to achieve the above object, it is described computer-readable the present invention also provides a kind of computer readable storage medium
It is stored with menu option on storage medium and shows program, the menu option shows and realizes when program is executed by processor as above-mentioned
Any one of described in menu option display methods the step of.
The present invention be first receive terminal transmission logging request when, according to logging request carry user account,
It obtains with the associated user behavior data of user account, and then extracts an event of burying from user behavior data, and to burying a little
Event carries out behavioural analysis, is analyzed as a result, then determining the menu choosing of output with default output number based on the analysis results
, determining menu option is finally back to terminal, so that terminal is loaded and shown in the blank space of user interface.This
Invention analyzes user behavior data using data analysis technique, can precise positioning to user's need menu option to be used, into
And the lookup time of user is saved, and improve the experience of user's using terminal.
Detailed description of the invention
Fig. 1 is the structural schematic diagram for the background server running environment that the embodiment of the present invention is related to；
Fig. 2 is the flow diagram of one embodiment of menu option display methods of the present invention；
Fig. 3 is the refinement flow diagram of mono- embodiment of Fig. 2 step S20；
Fig. 4 is the functional block diagram of one embodiment of service system of the present invention.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that described herein, specific examples are only used to explain the present invention, is not intended to limit the present invention.
Referring to Fig.1, Fig. 1 is the structural schematic diagram for the background server running environment that the embodiment of the present invention is related to.
As shown in Figure 1, the background server may include: processor 1001, such as CPU, communication bus 1002, Yong Hujie
Mouth 1003, network interface 1004, memory 1005.Wherein, communication bus 1002 is logical for realizing the connection between these components
Letter.User interface 1003 may include display screen (Display), input unit such as keyboard (Keyboard), network interface
1004 may include optionally standard wireline interface and wireless interface (such as WI-FI interface).Memory 1005 can be high speed
RAM memory is also possible to stable memory (non-volatile memory), such as magnetic disk storage.Memory 1005
It optionally can also be the storage device independently of aforementioned processor 1001.
It will be understood by those skilled in the art that the hardware configuration of background server shown in Fig. 1 is not constituted to backstage
The restriction of server may include perhaps combining certain components or different component cloth than illustrating more or fewer components
It sets.
As shown in Figure 1, as may include operating system, net in a kind of memory 1005 of computer readable storage medium
Network communication module, Subscriber Interface Module SIM and menu option show program.Wherein, operating system is to manage and control background service
The program of device and software resource supports menu option to show the operation of program and other softwares and/or program.
In the hardware configuration of background server shown in Fig. 1, network interface 1004 is mainly used for accessing network；User connects
Mouth 1003 is mainly used for detecting confirmation Command And Edit instruction etc..And processor 1001 can be used for calling and deposit in memory 1005
The menu option of storage shows program, and the step of executing each embodiment of following menu option display methods.
Based on above-mentioned background server hardware configuration, each embodiment of menu option display methods of the present invention is proposed.
It is the flow diagram of one embodiment of menu option display methods of the present invention referring to Fig. 2, Fig. 2.
In the present embodiment, menu option display methods includes:
Step S10, according to the user account that logging request carries, is obtained when receiving the logging request of terminal transmission
With the associated user behavior data of user account；
In the present embodiment, background server, that is, system background opening accesses and uses to mass network user, each
User corresponds to a user account.The user account carried by logging request, from the background can distinguish user identity.With
When the using terminal login system of family, it is first to send logging request to background server, can logs in and use after requesting successfully
System.And background server, that is, according to the user account of logging request carrying, obtains user's account when receiving logging request
Number associated user behavior data.User behavior is made of simplest five elements: time, place, personage, interaction, interaction
Content.User behavior data is exactly to log in for recording user and the behavior of system is used to operate, such as browsing, stop, click,
Input search term etc..User behavior data is that cumulative record user uses the history of system to use data herein, is that history is all
The total data set of generation event.Each user is corresponding with its own using user behavior data caused by system, passes through
The user behavior data acquired in user account associate management background server database.
Step S20 extracts an event of burying from user behavior data, and carries out behavioural analysis to an event is buried, and obtains
Analyze result, wherein bury the use event that an event is each menu option in system；
In the present embodiment, behavioural analysis is the behavioural habits and hobby for excavating, analyzing user behind from numerous and jumbled data,
The products & services for more meeting user's " taste " are found out, thus targetedly adjusted in conjunction with user demand and optimization system, into
And improve the usage experience of user.And " burying a little " is just can't steer clear of in data analysis.It is a little corresponding in station acquisition in need for burying
Information, the place that can carry out burying point analysis according to different demands is excessive, and the present invention is to use menu option to improve user,
Thus burying is a little for particular event, i.e. user is operated using the behavior of each menu option in system.From user behavior data
An event of burying is extracted, exactly extracts the use event that user uses each menu option of system in position in need.
In the present embodiment, menu is the interface that the order that can execute system is shown in a manner of stratum.
It is typically disposed in the top or the bottom of picture, all order almost all that application program can use can be put into.Menu
In each option one application program of corresponding starting.As system function is more and more abundant, menu option is also more and more, packet
It includes tabulation, inquiry, reconciliation, propose application, calculator etc., be configured with specific reference to actual conditions.The menu choosing of system at present
Item is to be arranged with multi-layer, for example may also include budget report, expenditure report under tabulation menu etc.；It can also be wrapped under inquiry menu
Contract inquiry, job enquiry, Transaction Inquiries etc. are included, details are not described herein.By carrying out behavior minute to an event of burying for extraction
Analysis is analyzed as a result, by result it can be seen that the behavioural habits of user, for example are commonly used or need to be selected using which menu
?.Further, by burying point analysis user behavior data, analysis efficiency can not only be improved, additionally it is possible to avoid artificial subjectivity
Judgement, improves the accuracy rate and accuracy of analysis.Concrete behavior analysis mode is described in detail in embodiments below.
Step S30 determines the menu option of output based on the analysis results with default output number；
In the present embodiment, analysis result is exactly to analyze which menu option user has used, for example tabulate, inquire, is right
Account mentions application, calculator etc., also analyzes the frequency for the menu option that user uses, such as commonly using tabulation and calculator
Deng, and then the menu option that user needs is determined on this basis.Default output number can be set as 3,5 or 10 and differ,
It is configured with specific reference to actual needs.For example analyze user and used wherein 20 menu options in System menu, if
Default output number is 5, then determines 5 menu options in this 20 menu options.
Determining menu option is back to terminal by step S40, and the blank space for terminal in user interface is loaded
And display.
In the present embodiment, determining menu option, and with regard to menu option needed for precise positioning user and recommend to use
Family allows users to fast and easy and effectively navigates to the application for wanting opening, thereby reduces the usage experience of user.It will be true
Fixed menu option is back to terminal, and terminal can be loaded and be shown in the blank space of user interface after receiving menu option
Show.User can be directly viewable required menu option on the free user interface of terminal, and in the feelings in need used
It is directly chosen under condition, starts corresponding application function, to save the step of searching step by step in System menu and consuming
Time.
It is when receiving the logging request of terminal transmission, according to the user of logging request carrying first in the present embodiment
Account, acquisition and the associated user behavior data of user account, and then extracted from user behavior data and bury an event, and is right
It buries an event and carries out behavioural analysis, analyzed as a result, then determining the dish of output with default output number based on the analysis results
Determining menu option is finally back to terminal by radio button, so that terminal is loaded and shown in the blank space of user interface
Show.The present invention analyzes user behavior data using data analysis technique, can precise positioning need menu to be used to select to user
, and then the lookup time of user is saved, and improve the experience of user's using terminal.
It is the refinement flow diagram of mono- embodiment of Fig. 2 step S20 referring to Fig. 3, Fig. 3.
Based on the above embodiment, in the present embodiment, step S20 is extracted from user behavior data and is buried an event, and right
It buries an event and carries out behavioural analysis, obtain analysis result, wherein the use event that an event is each menu option in system is buried,
Include:
Step S21 extracts from user behavior data and buries an event, and an event of burying is that each menu option makes in system
Use event；
In the present embodiment, in actual use, the every click menu option of user, successful activation option and normal use
It is once to bury an event, thus with the increase of time and access times, just has and repeatedly bury an event.It needs to add explanation
, user opens menu successively to find required option, and actual use is exactly that junior/bottom has practical application function
Menu option, such as menu-beginning-taskbar-tabulation-budget report, the event of burying extracted is budget report
The use event of menu option.For example there are budget report, expenditure report, contract inquiry, job enquiry, transaction to look into System menu
It askes, transaction reconciliation, outgoing application, submit an expense account the options such as application, calculator, budget report, branch are extracted from user behavior data
Report, transaction reconciliation and calculator bury an event out.Namely user has used budget report, expenditure report, transaction reconciliation
With this four menu options of calculator.
Step S22 carries out category division to an event is respectively buried according to the menu properties for burying an event；
In the present embodiment, it is definition of the developer to features that attribute, which is portrayed what a things was abstracted,.As in advance
It calculates report, expenditure report, transaction reconciliation and calculator this four menu options and is just corresponding with respective menu properties.User makes
During with system, exist and repeatedly select and use same menu option, extracts accordingly multiple with same menu category
Property bury an event, thus a category division is carried out according to bury event of the attribute to extraction.For example it is mentioned from user behavior data
That takes out budget report, expenditure report, transaction reconciliation and calculator buries an event, and it is pre- respectively that corresponding just there are four classifications
Calculate report, expenditure report, transaction reconciliation and calculator.
Step S23, according to the event of burying after division, count it is all kinds of bury an event bury a number, and according to statistics
A number size is buried to be ranked up an all kinds of events of burying；
In the present embodiment, due to there is repeatedly selection and using same menu option, every one kind may have multiple bury a little
Event, thus all kinds of numbers that bury for burying an event are counted, practical is exactly counting user using frequently using each menu option
It is secondary.For example statistics obtains budget report totally 46 times, expenditure report totally 23 times, totally 58 times and calculator are totally 129 inferior for transaction reconciliation.
An all kinds of events of burying are ranked up according to a number size of burying for statistics, obtain calculator-transaction reconciliation-budget report-
This sequence of report out.For example statistics obtains that job enquiry is 30 times, Transaction Inquiries are 1 time, calculator is 67 times, editor's report
It is 12 times, sequence is calculator-job enquiry-editor's report-Transaction Inquiries.It should be added that a thing is buried in extraction
The corresponding menu option of part is all depending on personal use situation.
Step S24, using all kinds of corresponding menu options of an event that bury after sequence as analysis result.
In the present embodiment, every one kind buries the corresponding menu option of an event, if the event of burying after sorting is calculator-
Job enquiry-editor's report-Transaction Inquiries, corresponding calculator-job enquiry-editor's report-Transaction Inquiries menu option
As analyze result.
Further, based on the above embodiment, in the present embodiment, step S23, according to the event of burying after division, statistics
All kinds of numbers that bury for burying an event, and an all kinds of events of burying are ranked up according to a number size of burying for statistics, comprising:
1, according to the event of burying after division, count it is all kinds of bury an event bury a number；
In the present embodiment, an event is buried according to menu properties division, add up that every one kind buries an event buries a number, also
It is that user chooses menu and goes forward side by side the number of enforcement.For example job enquiry is 30 times, Transaction Inquiries are 1 time, calculator is 67 times,
Paying report is 12 times, depending on actual use situation.
2, judgement respectively buries whether number is greater than or equal to preset threshold；
In the present embodiment, it is contemplated that there is the case where accidentally touching in user, thus a threshold value is arranged in actual use, than
Such as 3,5,10 not, are arranged with specific reference to actual conditions.How many classification divided how many is corresponded to and buries a number.It will be each
It buries a number and is done with preset threshold and individually compared.
If 3, burying a number less than preset threshold, which is rejected；
4, basis is buried a number size and is ranked up to an all kinds of events of burying for reservation.
In the present embodiment, if burying a number less than preset threshold, illustrates that user accidentally touches or access times are very few and does not consider,
Thus the event of burying that a number is such as less than 3 times less than preset threshold of burying of generation is rejected, can further improve the essence of user
Quasi- analysis.If burying a number more than or equal to preset threshold, retains such and bury an event.All kinds of according to reservation bury an event
A number size of burying a remaining all kinds of events of burying are ranked up.For example job enquiry is 30 times, Transaction Inquiries are 1 time,
Calculator is 67 times, expenditure report is 12 times, and Transaction Inquiries this kind is then buried an event and rejected, finally by preset threshold 10
Ranking results are calculator-job enquiry-expenditure report.
Further, based on the above embodiment, in the present embodiment, step S30 is a with default output based on the analysis results
Number determines the menu option of output, comprising:
Step A, it is default whether all kinds of total m for burying the corresponding menu option of an event after judging sequence are greater than or equal to
Export number n, wherein m and n is positive integer；
In the present embodiment, all kinds of after sequence bury the corresponding menu option of an event, that is, divide according to an event is buried
Classification it is corresponding with regard to how many menu option, define the sum of menu option as m.Default output number is defined as n, m and n and is
Positive integer.Positive integer is greater than 0 integer, such as 1,2,3,4,5,6 ....It should be noted that n customized can be arranged, and m
Then determined by the event of burying for extracting and having divided classification.Judge the size of sum m and default output number n, that is, compares
Compared with m and n, which numerical value is big.
Step B will arrange preceding top-n menu option and determine if sum m is greater than or equal to default output number n
For the menu option of output；
In the present embodiment, if m >=n, preceding top-n menu option will be arranged at this time and is determined as the menu option exported.
Assuming that default output number n is 5, and all kinds of total m for burying the corresponding menu option of an event after sorting are 7.For example it sorts
It is followed successively by calculator-transaction reconciliation-budget report-expenditure report-Transaction Inquiries-job enquiry-contract approval.It is so corresponding
Come preceding 5 calculator, transaction reconciliation, budget report, expenditure report, Transaction Inquiries menu option can be identified as output dish
Radio button.
Step C calculates difference x if sum m is less than default output number n, and obtains x common menu options, will arrange
All kinds of after sequence bury the corresponding menu option of an event and common menu option is determined as the menu option of output.
In the present embodiment, if m < n, needs to supply quantity and be allowed to gather enough n menu option.Specifically, difference x is calculated,
The default output number n- sum m of difference x=.X common menu options are obtained, can preferably be recommended for user.Assuming that default
Exporting number n is 5, and sequence is followed successively by calculator-transaction reconciliation-budget report, that is, it is corresponding that all kinds of after sorting bury an event
The total m of menu option is 3, difference x=2, thus needs to obtain 2 common menu options, then by calculator-transaction pair
Account-budget report and the common menu option of acquisition are determined as the menu option of output.
Further, above-mentioned steps C is specifically included:
Step C1 calculates difference x according to total m and default output number n；
Step C2, the Role Information of user is determined according to user account, and obtains the associated common menu choosing of Role Information
?；
In the present embodiment, the default output number n- sum m of difference x=.Since m and n is positive integer, and m < n, the x of calculating
It also is positive integer.Role includes auditor, administrator, line manager, keyboarder, finance, business personnel etc., with specific reference to practical feelings
Condition is configured.Since different role exercises this characteristic of different responsibilities, more and more menus that system provides are selected
, same role is generally also that part relevant to one's own duty menu option is selected to carry out using the dish that different role uses
Radio button then may be identical or different.Due to this defect of the fixed setting of System menu level, require consideration for how as user
The output of personalized menu option is provided, and for operating with the more user of system, obtained total m can be relatively more, meet n
A menu option output.And for operating with the unfamiliar user of system, the total m that an event is less, obtains is buried in generation
It is less, more accurately it cannot recommend common option for user, thus the menu option that other people are commonly used under same role is introduced,
To enrich recommendation, and then the time that user searches option is reduced, improves the usage experience of user.For example business personnel often uses dish
Radio button includes creation order, initiation contract, outgoing application, reimbursement application etc.；The common menu option of finance includes calculator, branch
Report, income statement, transaction reconciliation etc. out, are configured with specific reference to actual needs.
Step C3 in common menu option, filters out x and row if the quantity of common menu option is greater than difference x
All kinds of after sequence bury the different common menu option of the corresponding menu option of an event；An all kinds of events of burying after sequence are corresponded to
Menu option and screening common menu option be determined as output menu option；
In the present embodiment, it is contemplated that the quantity y of the associated common menu option of Role Information is greater than difference x, if will association
Common menu option all export, the large area that is bound to occupy user interface, and influence perception, user is also required to more in quantity
In the case where find required menu option.It thus needs to commonly use at y and picks out x in menu option come the n menu that gather together enough
Option.Further, the common menu option under role may be Chong Die with the menu option that user is commonly used is analyzed,
Thus by identical exclusion, that is, filter out the x options different from analysis result.Such as default output number n is 5, sequence according to
Secondary is calculator-transaction reconciliation-budget report, that is, all kinds of total m for burying the corresponding menu option of an event after sorting are 3,
Difference x=2, thus need to obtain 2 common menu options.The Role Information of user is finance, and commonly using menu option includes meter
Calculate device, expenditure report, income statement, transaction reconciliation.Expenditure report and income statement are filtered out, and then determines the menu choosing of output
Item is calculator, transaction reconciliation, budget report, expenditure report and income statement.
All kinds of after sequence are buried an event pair if the quantity of common menu option is less than or equal to difference x by step C4
The menu option and common menu option answered are determined as the menu option of output.
In the present embodiment, if the quantity y of common menu option is less than or equal to difference x, that is, y common menu options
In addition when the menu option after sequence is also gathered less than n, due to being commonly used under the role, because without volume again
Gather other menu options outside.Menu option after this y common menu options and sequence is namely determined as to the menu of output
Option.For example default output number n is 5, sequence is followed successively by outgoing application-reimbursement is applied-and creates order, that is, after sorting
All kinds of total m for burying the corresponding menu option of an event are 3, difference x=2, thus need to obtain 2 common menu options.With
The Role Information at family is business, and commonly using menu option includes contact client, so determine output menu option be outgoing application,
Reimbursement application, creation order and contact client.
Further, after step slo, menu option display methods further include:
An event is buried if 1, can not extract from user behavior data, determines that the role of user believes according to user account
Breath；
2, the associated common menu option of Role Information is obtained, and common menu option is determined as to the menu option of output
To be back to terminal.
In the present embodiment, it is contemplated that in practical application, user may just open access right, thus in operation, to being
System is unfamiliar with, and does not also know where to start, and then can not extract from user behavior data and bury an event.It is better for auxiliary user
Using terminal saves and searches the time, obtains associated common menu option according to user role.Common menu option is according to angle
Depending on color, for example, role be it is financial, be commonly used report, this kind of application of calculator, corresponding application option is the angle
Common menu option under color；For example role is business, what is be commonly used is go on business application, this kind of application of application form for cash advances, phase
The application option answered is the common menu option under the role.Common menu option is determined as to the menu option of output, and
Determining menu option is back to terminal, so that terminal is loaded and shown in the blank space of user interface.
It is the functional block diagram of one embodiment of service system of the present invention referring to Fig. 4, Fig. 4.
In the present embodiment, service system includes: background server 10 and terminal 20.
Terminal 20 is used for, and Xiang Suoshu background server sends logging request, and the logging request carries user account；It is stepping on
After record, the menu option that the background server returns is received, and load and show the menu in the blank space of user interface
Option.
In the present embodiment, when user's using terminal login system, it is first to send logging request to background server, is requesting
It can be logged in after success and use system.The request of transmission carries user account, to distinguish user identity.After login,
Immediately receive background server return menu option, and then the blank space of user interface load and display menu options, with
Directly finding on interface for user needs menu option to be used, without searching step by step in System menu column, Jin Erti
The high usage experience of user.
Terminal 20 is also used to, and is recorded the use operation of user in real time, is obtained user behavior data, and by the user behavior
Data are uploaded to the background server, for background server calling.
In the present embodiment, terminal records user in real time and logs in and the behavior of system is used to operate, such as browse, stop, clicking,
Input search term etc..User behavior data is that cumulative record user uses the history of system to use data herein, is that history is all
The total data set of generation event.Each user is corresponding with its own using user behavior data caused by system, and will
User behavior data is uploaded to background server.Background server receives user behavior data, thus targetedly to data
Behavioural analysis is carried out, analyzes the behavioural habits and hobby of user, and then be pushed out and more meet the menu option that user uses.
It should be noted that each embodiment of each embodiment of background server 10 and above-mentioned menu option display methods
Essentially identical, in this not go into detail.
In addition, being stored on the computer readable storage medium the present invention also provides a kind of computer readable storage medium
There is menu option to show program, the menu option shows and realizes as described in any one of above-mentioned when program is executed by processor
The step of menu option display methods.
Each embodiment base of computer readable storage medium specific embodiment of the present invention and above-mentioned menu option display methods
This is identical, and in this not go into detail.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a readable storage medium
In matter (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) method that executes each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, it is all using equivalent structure or equivalent flow shift made by description of the invention and accompanying drawing content, directly or indirectly
Other related technical areas are used in, all of these belong to the protection of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a menu option display methods is applied to background server, which is characterized in that the menu option display methods packet
Include following steps:
When receiving the logging request of terminal transmission, according to the user account that the logging request carries, obtain and the use
The user behavior data of family account relating；
Extract an event of burying from the user behavior data, and carry out a behavioural analysis to an event is buried, analyzed as a result,
Wherein, described to bury the use event that an event is each menu option in system；
According to the analysis result and default output number, the menu option of output is determined；
Determining menu option is back to terminal, so that terminal is loaded and shown in the blank space of user interface.
2. menu option display methods as described in claim 1, which is characterized in that described to be mentioned from the user behavior data
An event is buried in taking-up, and carries out behavioural analysis to an event is buried, and obtains analysis result, wherein an event of burying is in system
The use event of each menu option, comprising:
An event of burying is extracted from the user behavior data, it is described to bury the use thing that an event is each menu option in system
Part；
According to the menu properties for burying an event, category division is carried out to an event is respectively buried；
According to the event of burying after division, all kinds of numbers that bury for burying an event are counted, and a number size is buried according to statistics
An all kinds of events of burying are ranked up；
Using all kinds of corresponding menu options of an event that bury after sequence as analysis result.
3. menu option display methods as claimed in claim 2, which is characterized in that it is described to bury an event according to after division,
All kinds of numbers that bury for burying an event are counted, and an all kinds of events of burying are ranked up according to a number size of burying for statistics, are wrapped
It includes:
According to the event of burying after division, count it is all kinds of bury an event bury a number；
Judgement respectively buries whether number is greater than or equal to preset threshold；
If burying a number less than preset threshold, which is rejected；
An all kinds of events of burying for reservation are ranked up according to a number size is buried.
4. menu option display methods as claimed in claim 2, which is characterized in that described according to the analysis result and default
Number is exported, determines the menu option of output, comprising:
Whether all kinds of total m for burying the corresponding menu option of an event after judging sequence are greater than or equal to default output number n,
Wherein, m and n is positive integer；
If the sum m is greater than or equal to the default output number n, preceding top-n menu option will be arranged and be determined as
The menu option of output；
If the sum m is less than the default output number n, difference x is calculated, and obtains x common menu options, will be sorted
Afterwards all kinds of bury the corresponding menu option of an event and the common menu option is determined as the menu option of output.
5. menu option display methods as claimed in claim 4, which is characterized in that the calculating difference x, and obtain x often
With menu option, all kinds of after sequence are buried into the corresponding menu option of event and the common menu option is determined as output
Menu option, comprising:
According to the sum m and the default output number n, difference x is calculated；
The Role Information of user is determined according to the user account, and obtains the associated common menu option of the Role Information；
If the quantity of the common menu option is greater than difference x, in the common menu option, x and sequence are filtered out
Afterwards all kinds of bury the different common menu option of the corresponding menu option of an event；
All kinds of common menu options for burying the corresponding menu option of an event and screening after sequence are determined as the menu exported
Option；
If the quantity of the common menu option is less than or equal to difference x, all kinds of after sequence are buried and order the corresponding dish of event
Radio button and the common menu option are determined as the menu option of output.
6. menu option display methods according to any one of claims 1 to 5, which is characterized in that receiving end described
When holding the logging request sent, according to the user account that the logging request carries, obtain and the associated use of the user account
After the step of family behavioral data, further includes:
If can not extract from the user behavior data and bury an event, determine that the role of user believes according to the user account
Breath；
The associated common menu option of the Role Information is obtained, and the menu that the common menu option is determined as output is selected
Item is to be back to terminal.
7. a kind of background server, which is characterized in that the background server includes: memory, processor and is stored in described
On memory and the menu option that can run on the processor shows program, and the menu option shows program by the place
It manages when device executes and realizes such as the step of menu option display methods described in any one of claims 1 to 6.
8. a kind of service system, which is characterized in that the service system includes background server as claimed in claim 7, also
Including terminal；
The terminal is used for, and Xiang Suoshu background server sends logging request, and the logging request carries user account；
After login, the menu option that the background server returns is received, and loads and shows in the blank space of user interface
The menu option.
9. service system as claimed in claim 8, which is characterized in that after login, the terminal is also used to:
The use operation of record user in real time, obtains user behavior data, and by the user behavior data be uploaded to it is described after
Platform server, for background server calling.
10. a kind of computer readable storage medium, which is characterized in that be stored with menu choosing on the computer readable storage medium
Item display program, the menu option show and realize when program is executed by processor as described in any one of claims 1 to 6
The step of menu option display methods.
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| CN201811514399.XA CN109819098A (en) | 2018-12-11 | 2018-12-11 | Menu option display methods, server, system and computer readable storage medium |
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| CN201811514399.XA CN109819098A (en) | 2018-12-11 | 2018-12-11 | Menu option display methods, server, system and computer readable storage medium |
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