CN108595314A - The user equipment moon enlivens number calculating method, device, terminal device and storage medium - Google Patents
The user equipment moon enlivens number calculating method, device, terminal device and storage medium Download PDFInfo
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- CN108595314A CN108595314A CN201810198382.1A CN201810198382A CN108595314A CN 108595314 A CN108595314 A CN 108595314A CN 201810198382 A CN201810198382 A CN 201810198382A CN 108595314 A CN108595314 A CN 108595314A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
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- H04L67/00—Network arrangements or protocols for supporting network services or applications
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- H04L67/535—Tracking the activity of the user
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Abstract
The invention discloses a kind of user equipment moons to enliven number calculating method, device, terminal device and storage medium, the method includes the active state data of same day user equipment are obtained from database, active state data are divided, the active state data of each application module are obtained；EIC equipment identification code is obtained, duplicate removal overlap-add operation is carried out to the active state data of each application module, obtains equipment alive data of each EIC equipment identification code same day on each application module；When judging that the same day is first day this month, using the equipment alive data on the same day as moon alive data, when it is first day of that month to judge the same day not, the equipment alive data on the same day was added up into of that month equipment alive data progress duplicate removal with the previous day on the same day and is superimposed acquisition moon alive data.Technical scheme of the present invention carries out duplicate removal superposition calculation by the active state data to user equipment, provides more careful more intuitive data analysis data, consequently facilitating analysis market trends.
Description
Technical field
The present invention relates to financial services technology field more particularly to a kind of user equipment moon enliven number calculating method, device,
Terminal device and storage medium.
Background technology
With the continuous social and economic development, smart machine plays an increasingly important role in we live.
To meet the individual demand of smart machine, smart machine application APP (Application) is more rich in order to which user provides
Usage experience, it is more and more that people rely on the application program that smart machine uses in live and work, and effect is also increasingly
Greatly.
With the increase of application user group, daily application program, which actively records, to be increased always, in order to better
The use for grasping application program enlivens situation, provides certain data support to improve follow-up service, needs from terminal device
Obtain the active number of application program, analyze application program and its application module in existing market on a user device enliven feelings
Condition, to judge the trend in market, to formulate the suitable marketing plan.Quantity is enlivened very due to current application program daily
Huge, the initial data generated is also very huge, and calculating moon alive data need to filter out from rambling initial data
Of that month data, then calculated, calculating process is more complicated and can not easily show each equipment each using mould
Situation is enlivened on block, more intuitive analysis data cannot be provided, and huge data storage and calculating occupies system very much
Resource.
Invention content
A kind of offer of embodiment of the present invention user equipment moon enlivens number calculating method, device, terminal device and storage medium,
To solve the problems, such as quickly provide more intuitive analysis data in the prior art.
In a first aspect, a kind of offer of embodiment of the present invention user equipment moon enlivens number calculating method, including：
The active state data for obtaining same day user equipment from database in preset time point, according on user equipment
Application module divides the active state data, obtains the active state data of each application module.
According to the active state data acquisition facility identification code of each application module, according to the EIC equipment identification code pair
The active state data of each application module carry out duplicate removal overlap-add operation, obtain each EIC equipment identification code same day and are answered each
With the equipment alive data in module.
Judge whether the same day is first day of that month, when judging result is to be, using the equipment alive data on the same day as the moon
Alive data, when judging result is no, acquisition the previous day on the same day adds up of that month equipment alive data, by the equipment on the same day
Alive data added up of that month equipment alive data progress duplicate removal with the previous day on the same day and is superimposed acquisition moon alive data.
Second aspect, a kind of offer of embodiment of the present invention user equipment moon actively count computing devices, including：
Data acquisition module, the active state number for obtaining same day user equipment from database in preset time point
According to being divided to the active state data according to the application module on user equipment, obtain enlivening for each application module
Status data.
Duplicate removal laminating module, for the active state data acquisition facility identification code according to each application module, root
Duplicate removal overlap-add operation is carried out to the active state data of each application module according to the EIC equipment identification code, obtains each equipment
Equipment alive data of the identification code same day on each application module.
Month alive data acquisition module, when judging result is to be, will work as judging whether the same day is first day of that month
The equipment alive data of day is as moon alive data, and when judging result is no, acquisition the previous day on the same day adds up of that month set
Standby alive data, the equipment alive data on the same day and the previous day on the same day are added up this month equipment alive data carry out it is be overlapped
Add and obtains moon alive data.
The third aspect, the embodiment of the present invention provide a kind of terminal device, including memory, processor and are stored in described
In memory and the computer program that can run on the processor, the processor are realized when executing the computer program
The step of user equipment moon enlivens number calculating method.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, the computer-readable storage medium
Matter is stored with computer program, and the computer program realizes that the user equipment moon actively counts calculating side when being executed by processor
The step of method.
The embodiment of the present invention has the following advantages that compared with prior art：By being divided to active state data, with
The active state data for distinguishing each application module, convenient for being arranged to rambling active state data so that follow-up
It is simpler to the processing of active state data, by carrying out duplicate removal overlap-add operation to active state data according to EIC equipment identification code,
To obtain equipment alive data of each EIC equipment identification code on each application module, the purpose of data deduplication is not only reached, also
EMS memory occupation is reduced, system resource has been saved, by enlivening the equipment that the previous day on the same day adds up according to each application module
Data are superimposed with the equipment alive data duplicate removal on the same day, and situation is enlivened to be quickly obtained the intuitive of each application module,
Convenient for analyzing market trends.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by institute in the description to the embodiment of the present invention
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the present invention
Example, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these attached drawings
Obtain other attached drawings.
Fig. 1 is the implementation flow chart for enlivening number calculating method the user equipment moon that the embodiment of the present invention 1 provides；
Fig. 2 is to enliven setting in number calculating method the user equipment moon provided in the embodiment of the present invention 1 to bury point data acquisition
One implementation flow chart of active state data；
Fig. 3 is to enliven the user equipment moon provided in the embodiment of the present invention 1 to obtain application module stop in number calculating method
One implementation flow chart of duration；
Fig. 4 is to enliven one of step S10 in number calculating method the user equipment moon provided in the embodiment of the present invention 1 to realize stream
Cheng Tu；
Fig. 5 is to enliven one of step S20 in number calculating method the user equipment moon provided in the embodiment of the present invention 1 to realize stream
Cheng Tu；
Fig. 6 is to enliven one of step S30 in number calculating method the user equipment moon provided in the embodiment of the present invention 1 to realize stream
Cheng Tu；
Fig. 7 is actively to count the schematic diagram of computing device the user equipment moon provided in the embodiment of the present invention 2；
Fig. 8 is actively to count the schematic diagram of computing device the user equipment moon provided in the embodiment of the present invention 2；
Fig. 9 is the schematic diagram of the terminal device provided in the embodiment of the present invention 4.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall within the protection scope of the present invention.
Embodiment 1
Referring to Fig. 1, Fig. 1 shows that the user equipment moon provided in this embodiment enlivens the implementation process of number calculating method.
It enlivens number calculating method the user equipment moon to apply in equipment alive data statistics, for obtaining more intuitive user equipment
Application module alive data, moon alive data is counted with the equipment alive data accumulated based on the previous day on the same day,
Convenient for quickly calculating a moon alive data, and EMS memory occupation is reduced, saves system resource.In the present embodiment, to apply in intelligence
It is illustrated for banking and insurance business APP on energy mobile phone.Details are as follows：
S10：The active state data for obtaining same day user equipment from database in preset time point, according to user equipment
On application module active state data are divided, obtain the active state data of each application module.
In embodiments of the present invention, preset time point is the data collection time point set according to data analysis requirements, can
Think that one regular time point of setting obtains the data of the previous day or multiple regular time point segmentations are arranged daily daily
Data etc. are obtained, specifically, the preset time point, such as second are set according to the active temporal regularity of user equipment applications program
It 00：00 obtains the data of the previous day.
User equipment refers to that user is carried using the hardware of application software (application software, referred to as APP)
Body, such as can be the smart machines such as smart mobile phone, tablet computer or computer.Application module refers to application software
According to the purpose of service user, the application program module of division in (application software).Such as safety E wallets APP
In the application modules such as homepage module, declaration form module, wealth module, my module, shopping module and accommodation module.
Active state data refer to generated record data when user operates application software.User passes through user
Equipment carries out once-through operation to the application module of application software and is then denoted as an active state data, to the behaviour of different application module
Make respectively corresponding record active state data.For example, user successfully opens safety E wallet APP by smart mobile phone, enter
The operation of APP homepage modules is denoted as once, is denoted as into the operation of wealth module primary.Then it exits, and enters first from wealth module
When page module operation, then it is denoted as the active state data of a homepage module.Wherein, refresh page is once denoted as in each module
Once, when loading the new page of lower one page, load is once denoted as primary.
Wherein, active state data contain the active state data of all application modules of same day user equipment, get
After the active state data of same day user equipment, according to each application module by the corresponding active state data of each application module
It divides and sorts out, obtain the active state data of the same day each application module.It should be understood that by will according to each application module
The corresponding active state data of each application module, which divide, to be sorted out, the same day each total active state of application module after being arranged
Data, in order to which analysis can be made to the situation brisk in the market of each application module.
Further, the active state data for starting to obtain same day user equipment after reaching preset time point, can be with
The size of the active state data of the same day user equipment stored in database is detected, judges the same day user got
The active state data of equipment occupy the ratio of the active state data of the same day user equipment stored in database, when receiving
The size of active state data when reaching 100%, then the active state data acquisition of same day user equipment finishes, with true
The active state data of same day user equipment can adequately be obtained by protecting, to ensure the correctness of subsequent data analysis processing.
S20：According to the active state data acquisition facility identification code of each application module, according to EIC equipment identification code to each
The active state data of application module carry out duplicate removal overlap-add operation, obtain each EIC equipment identification code same day on each application module
Equipment alive data.
In embodiments of the present invention, EIC equipment identification code refers to the number of the unique identification user equipment, is specifically as follows every
Cell-phone number that a user registration code that system is distributed automatically when being registered to application software APP, user are registered, user
Log in the accession number of application software or the device id number of user equipment.Wherein, it to ensure the uniqueness of EIC equipment identification code, notes
Volume code, cell-phone number, accession number etc. one is the allocated or registration does not allow then to be allocated or register again.
Duplicate removal superposition refers to being overlapped the active state data of the same application module of identical EIC equipment identification code, removal
Its identical EIC equipment identification code obtains the summation of active state data of the EIC equipment identification code same day on the application module.If
Standby alive data refers to the total active state data generated respectively in each application module on the day of each EIC equipment identification code.
Specifically, 10 times active in the homepage module of safety E wallets APP respectively in the same EIC equipment identification code same day, then
10 active state data are produced accordingly, by duplicate removal overlap-add operation, by 10 active state data of the homepage module
It is overlapped, and removes 9 extra identical EIC equipment identification codes, then can only obtain one and indicate that the EIC equipment identification code same day exists
Homepage module has enlivened 10 equipment alive datas in total.
It should be understood that by the way that the active state data of each application module are carried out duplicate removal overlap-add operation, obtain each
Equipment alive data of the EIC equipment identification code same day on each application module, it is whole in order to active state data sort out
Reason, can obtain more reduces active state data intuitively for the data of market analysis occupies memory space, has saved and is
System memory.
S30：Judge whether the same day is first day of that month, and when judging result is to be, the equipment alive data on the same day is made
For moon alive data, when judging result is no, acquisition the previous day on the same day adds up of that month equipment alive data, by the same day
Equipment alive data added up of that month equipment alive data progress duplicate removal with the previous day on the same day and is superimposed acquisition moon alive data.
In embodiments of the present invention, the moon, alive data referred to that of that month each user equipment is lived in the equipment of each application module
The summation for the data that jump, has reacted this month of user equipment and has enlivened situation on application module.Wherein, of that month user equipment is in APP
Alive data on each application module is the of that month equipment active state data that this month cut-off to the previous day on the same day adds up
In addition the equipment alive data on the same day.If the same day is first day of this month, the moon alive data of this month only includes this month first
It equipment alive data, then the equipment alive data on the same day is moon alive data.If the same day is not first day of this month,
The moon alive data of this month is ended from containing first day this month to the equipment alive data on the same day.End from will be first day of that month
Equipment alive data to the previous day on the same day is overlapped, and acquisition the previous day on the same day adds up of that month equipment alive data, i.e.,
What is obtained is the moon alive data of the previous day on the same day.The equipment alive data on the same day and the previous day on the same day are added up into of that month set
Standby alive data carries out duplicate removal superposition and obtains moon alive data, it can be understood as adds the moon alive data of the previous day on the same day and works as
The equipment alive data of day, you can obtain of that month moon alive data.
Specifically, system obtains the user equipment equipment alive data on application module daily, and all calculates the moon daily
Alive data, as long as the moon alive data that the previous day is then calculated to gained adds the equipment alive data on the same day and can obtain cut-off
To the moon alive data on the same day, situation is enlivened on application module with the user equipment that reflection is of that month.Greatly reduce number
According to calculation amount, enabling quickly obtain moon alive data.
The user equipment moon that the embodiment of the present invention is provided enlivens in number calculating method, by according to application module to active
Status data is divided, to obtain the same day total active state data of each application module, to rambling active state
Data are arranged, and are actively counted the calculating moon in order to subsequently more convenient.And to the active state data of each application module
Duplicate removal overlap-add operation is carried out, a data can be used only in the active state data of the same application module of same EIC equipment identification code
Record, the same day reduce the amount of storage of total active state data, have saved system space, and are capable of providing application module work
Jump situation more intuitively analyzes data.By obtaining the moon alive data of the previous day on the same day, by the equipment alive data on the same day
It is superimposed the moon alive data of the previous day on the same day, you can show that cut-off to the moon alive data on the same day, can be more convenient quickly to obtain
Moon alive data is obtained, reduces calculation amount, has saved system resource, in fast changing market trend, fully saved place
The time is managed, marketing decision is made to analysis situation conducive to rapid pin, products perfection and guidance is pushed to run.
In a specific embodiment, it as shown in Fig. 2, in step S10, i.e., obtains and works as from database in preset time point
The active state data of day user equipment, further include following steps before：
S101：Each application module setting data are buried a little, the trigger action of user's application modules is detected.
Wherein, it is a little the relative program for being captured, being handled and being sent for specific user behavior or event that data, which are buried,
For tracking operation behavior of the user on application module, the usage degree of statistics application module.In embodiments of the present invention, number
Refer to a little handling each application program implantation ASSOCIATE STATISTICS code according to burying, to capture the behavior that user uses application program
And flow, the active state data for obtaining application program.
Specifically, data, which are buried, is a little monitored by APP frames in application software operational process, the behavior of user's application modules
And flow operations, the corresponding button of application module is clicked to reach preset trigger condition by user.Data, which are buried, can a little lead to
The SDK that monitoring analysis tool provides is crossed to realize to be programmed.
As its name suggests, trigger action refers to user using the operation carried out when application module, in a specific embodiment,
It can be understood as clicking the button of the corresponding application modules of APP on smart mobile phone.For example, in each application module on APP
It is correspondingly arranged a data to bury a little, system detectio user clicks the operation of the application module button of the APP, and data are buried a little for examining
Survey behavior and flow operations of the user using the APP.
S102：It is buried a little according to trigger action trigger data.
Specifically, when system detectio to user carries out trigger action to the application module of APP, according to user to applying mould
The trigger action trigger data of block buries point value.Specifically, in different implementation fields, can different triggerings be set to burying point data
Condition.In the present embodiment, using detecting that user clicks the buttons of APP application modules and bury triggering item a little as data
Part.
Further, for the purpose of different projects and data analysis, different data can be set and buried a little to carry out
Function distinguishing.For example, in safety E wallets APP, respectively to homepage module, declaration form module, wealth module, my module, shopping mould
The application modules such as block and accommodation module are arranged different data and bury a little to distinguish, according to user to the behaviour of different application module
The data for making triggering respective application module are buried a little.
S103：Triggering state a little, which is buried, according to data generates active state data.
Specifically, system detectio to the operation of user's application modules, bury a little by trigger data, and triggering a little is buried according to data
State generate active state data, with record application module this triggering enliven situation.
It based on step S101-S103, is buried a little by the way that data are arranged in application module, according to touching for user's application modules
Hair operation trigger data is buried a little, is obtained the active state data of application module in real time, can more easily be collected user equipment
Active state data, buried a little by the way that different data are respectively set to each application module, ensure that state alive data
Integrality and accuracy.
In a specific embodiment, before step S103, as shown in figure 3, burying triggering shape a little according to the data
State generates active state data, further includes following steps before：
S1031：Record buries the triggered time of point data.
Specifically, the triggered time for burying point data is detected and records, when can be according to the variation for burying point data triggering state
Between record the triggered time for burying point data, that is, burying point data never triggering state becomes the time of triggering state, you can be denoted as
Bury the triggered time of point data.Or touching for point data is buried according to the time record of user into the trigger action of the application module
Send out the time.
S1032：User is monitored in the access process of the application module, records the dwell time for burying point data triggering.
In embodiments of the present invention, bury point data triggering dwell time be user leave a certain application module when
Between.Similarly, the dwell time for burying point data triggering can be recorded according to the transformation period for burying point data triggering state, that is, buried a little
The time that data become non-triggering state from triggering state can be denoted as the dwell time for burying point data triggering.Or according to user
The time record for exiting the trigger action of the application module buries the dwell time of point data triggering.
S1033：According to the triggered time and the dwell time for burying point data triggering for burying point data, obtains user and answered described
With the stay time of module.
Specifically, stay time refers to user in the operating process of application modules, rests on the application module and is spent
The duration taken.The triggered time for burying point data is subtracted according to the dwell time for burying point data triggering, you can user is calculated and exists
Stay time on the application module.For example, user is 20：00 enters the accommodation module of safety E wallets APP, then 20:
05, which leaves accommodation module, enters wealth module, and 20:08 leaves wealth module, then can obtain user and stop in accommodation module
It it is 3 minutes in the stay time of wealth module a length of 5 minutes when staying.
It is possible to further obtain the stay time of user's application module all in a certain application program, used
Stay time of the family in a certain application program.If user is 5 minutes in the stay time of accommodation module, in stopping for wealth module
A length of 3 minutes when staying, then it is 8 minutes that user, which can be obtained, in the stay time of safety E wallets APP.And so on, use can be obtained
Family stay time total in a certain application program or a certain application module daily.
Based on step S1031-S1033, when burying the triggered time of point data by obtaining and bury the stopping of point data triggering
Between, to obtain user application module stay time, more accurately reaction user application module situation of enlivening, it is more sharp
In the optimization and guidance operation that push application module.
In a specific embodiment, as shown in figure 4, in step S10, i.e., described to be obtained from database in preset time point
The active state data for taking same day user equipment, specifically comprise the following steps
S111：Obtain the equipment interaction data of batch from database in preset time point according to predetermined period.
In embodiments of the present invention, equipment interaction data refers to that user uses the institute generated in the interactive process of smart machine
There are data.Wherein, database includes but not limited to the application server of each service server database and each application program, is such as protected
The self-built server of dangerous server, security server, bank server, other enterprises and APP application servers.
Further, equipment interaction data can in real time be acquired from database, to ensure data update speed faster.
It can be acquired with self-timing, situation is enlivened using application program according to user, sets the suitable period.For example, being set in user
It is standby to enliven frequent 08:00-17:00, it can set and collect primary equipment interaction data every a hour, live in user equipment
The peak hours section 17 of jump:00-22:00, it can set and collect primary equipment interaction data every half an hour, live in user equipment
Jump is measured less
00:00-08:00 and 22：00-24：00 can set two hours collection primary equipment interaction datas.
S112：The active state data of same day user equipment are filtered out according to pre-defined rule.
Wherein, preset rules can be the rule divided to equipment interaction data according to preset kind, can also be
Equipment interaction data is identified according to preset data mark and respective value, can be set according to the demand that data filtering is handled
It is fixed.For example, according to the id information for the APP for generating equipment interaction data, the active state data of the APP are filtered out.
After getting the equipment interaction data of batch, according to preset rule, the above equipment of acquisition is interacted
Data are filtered, to obtain the active state data of filtered same day user equipment.
It is to be appreciated that passing through the collection period of time segment intelligence adjustment equipment interaction data so that in user equipment
When enlivening frequent, the transmission of large number of equipment interaction data will not cause network congestion, when user equipment enlivens infrequently
It will not result in waste of resources, to reach reasonable arrangement volume of transmitted data, improve the promptness of data transmission, reduce data biography
The pressure of transmission load.
In a specific embodiment, as shown in figure 5, in step S20, i.e., according to the active state number of each application module
According to EIC equipment identification code is obtained, duplicate removal overlap-add operation is carried out to the active state data of each application module according to EIC equipment identification code,
Equipment alive data of each EIC equipment identification code same day on each application module is obtained, is specifically comprised the following steps：
S201：The first row active state data and its EIC equipment identification code of each application module are added to active state table
In.
In embodiments of the present invention, active state table is for the corresponding equipment alive data of storage device identification code
Table, i.e. the record same day same EIC equipment identification code the same application module total active state data, it is each to record
Equipment alive data of a EIC equipment identification code same day on each application module.
Specifically, the corresponding the first row active state data of the same day each application module and its EIC equipment identification code are added to
It is stored in active state table.Wherein, the active state data of user equipment are deposited according to the sequencing of its generated time point
It stores up in the database, when system obtains the active state data of same day user equipment from database, and according to its storage
Sequencing is obtained.Active state data are divided according to application module, obtain the active state data of each application module
When, and time point according to generation be ranked up storage, so as to get each application module active state data it is cleaner and tidier
Orderly.
S202：The active state data of each application module are added successively and its EIC equipment identification code and inquire active state
Table, comparison active state table whether there is the EIC equipment identification code of same day user equipment.
Specifically, the active state data of the same day each application module and its EIC equipment identification code are added to work successively respectively
Jump in state table, active state table inquired while addition, by the EIC equipment identification code of addition with it is stored in active state table
EIC equipment identification code compares, with determine in active state table whether the corresponding same class application of stored excessively same EIC equipment identification code
The active state data of module.It avoids storing more active state data notes to the same application module of same EIC equipment identification code
Record, to save storage resource.
S203：If the EIC equipment identification code of same day user equipment is not present in active state table, same day user equipment is preserved
EIC equipment identification code and user equipment active state data.
Specifically, EIC equipment identification code to be added is compared into active state table, does not inquire identical EIC equipment identification code,
It then adds the EIC equipment identification code and preserves the active state data of user equipment.Wherein, the active state data of user equipment point
Each application module is not corresponded to be preserved.
S204：If there are the EIC equipment identification codes of same day user equipment in active state table, same day user equipment is deleted
EIC equipment identification code, and the EIC equipment identification code preserved in the active state data of user equipment and active state table is enlivened into shape
State data are superimposed.
Specifically, inquiry is stored with the EIC equipment identification code in active state table, then by the corresponding user of the EIC equipment identification code
The active state data of equipment and the active state data of the EIC equipment identification code preserved in active state table are superimposed, retain
EIC equipment identification code in active state table deletes another identical EIC equipment identification code.
In a specific embodiment, for example, safety E wallets APP include homepage module, declaration form module, wealth module, I
Module, shopping module and accommodation module, duplicate removal superposition is carried out to active state data according to cell-phone number, you can it is every to obtain display
A cell-phone number homepage module enlivens how many times, my module enlivens how many times, shopping module enlivens the specific equipment such as how many times
Alive data.Such as, cell-phone number 131XX is 10 times active in shopping module respectively among mono- day, and 10 shopping modules of generation are enlivened
Status data has enlivened 20 times in homepage module, generates the active state data of 20 homepage modules, and common property gives birth to 30 and enlivens shape
State data；Cell-phone number 132XXX is 2 times active in wealth module respectively among mono- day, generates the active state number of 2 wealth modules
According to, enlivened 5 times in homepage module, generate 5 homepage modules active state data, common property give birth to 7 active state data.It is first
First by the active state data storage to active state table of an earliest application module of the same day, each hand is then added successively
The active state data of machine number and its corresponding each application module simultaneously carry out cell-phone number 131XX1 can be obtained after duplicate removal superposition and exist
The active total degree of shopping module is 10 times, is 20 times in the active total degree of homepage module, totally 2 data equipments actively count
According to；Cell-phone number 132XXX is 2 times in the active total degree of wealth module, is 5 times, totally 2 in the active total degree of homepage module
Data equipment alive data.
It is arranged it is to be appreciated that carrying out duplicate removal superposition by the active state data to each application module, obtains user
The equipment alive data of equipment, considerably reduces data storage capacity, has saved system resource, and can intuitively reflect use
Family equipment enlivens situation on application module daily, is conducive to market analysis.
In a specific embodiment, as shown in fig. 6, in step S30, i.e. acquisition the previous day on the same day adds up of that month set
Standby alive data, the equipment alive data on the same day and the previous day on the same day are added up this month equipment alive data carry out it is be overlapped
Add and obtain moon alive data, specifically comprises the following steps：
S301：Of that month first day equipment alive data is added in moon active list, successively before the addition of that month same day
Daily equipment alive data, and a moon active list is inquired, comparison moon active list whether there is identical EIC equipment identification code.
In embodiments of the present invention, the moon, active list was the table for storing user equipment moon alive data, i.e. record is of that month
The summation of daily equipment alive data, to record user equipment moon alive data.Wherein, the moon, alive data was from of that month the
Daystart calculates, cut-off to the same day for calculating moon alive data.For example, the moon alive data on January 15, is on January 1 to 1
The summation of the equipment alive data of each application module of the moon 15.
Specifically, the equipment alive data of each user before the of that month calculating moon alive data same day is added successively respectively
It is added in moon active list, moon active list is inquired while addition, the EIC equipment identification code of the equipment alive data of addition and the moon are lived
Stored EIC equipment identification code compares in jump table, and inquiry whether there is identical EIC equipment identification code.
S302：If identical EIC equipment identification code is not present in moon active list, preserves EIC equipment identification code and equipment actively counts
According to.
Specifically, the EIC equipment identification code of equipment alive data to be added is compared into moon active list, do not inquired identical
EIC equipment identification code then preserves EIC equipment identification code and equipment alive data.
S303：If there are identical EIC equipment identification code, sweep equipment identification codes in active state table, and equipment is identified
The equipment alive data of the EIC equipment identification code preserved in the equipment alive data of code and moon active list is superimposed, obtains this month and works as
The equipment alive data that the previous day day adds up.
Specifically, inquiry is stored with identical EIC equipment identification code in moon active list, then sets the EIC equipment identification code is corresponding
The equipment alive data of the EIC equipment identification code preserved in standby alive data and moon active list is superimposed, in reservation moon active list
EIC equipment identification code, delete another identical EIC equipment identification code, obtaining the previous day on the same day adds up of that month equipment and actively count
According to the as moon alive data of the previous day on the same day.
S304：The equipment that the of that month the previous day on the same day stored in the equipment alive data on the same day and moon active list is added up
Alive data is compared, if the EIC equipment identification code of same day user equipment is not present in moon active list, preserves EIC equipment identification code
With equipment alive data.
Specifically, the equipment alive data in this month that of that month the previous day on the same day adds up, front-month are store in moon active list
The equipment alive data on the same day is added to the moon and enlivened by the moon alive data that store of that month the previous day on the same day in active list successively
It in table, and compares and whether there is identical EIC equipment identification code in moon active list, if there is no identical equipment to know in moon active list
Other code, then preserve the EIC equipment identification code and equipment alive data.
S305:If there are the EIC equipment identification code of same day user equipment, sweep equipment identification codes in active state table, and incite somebody to action
The equipment alive data of EIC equipment identification code added up of that month equipment alive data with the previous day on the same day and was overlapped.
Specifically, the equipment alive data in this month that of that month the previous day on the same day adds up, front-month are store in moon active list
Store the moon alive data of of that month the previous day on the same day in active list.It is stored with the EIC equipment identification code in inquiry moon active list, then
The equipment of the EIC equipment identification code preserved in the corresponding equipment alive data of the EIC equipment identification code and moon active list is actively counted
It is superimposed according to data, retain the EIC equipment identification code in moon active list, deletes another identical EIC equipment identification code.
In a specific embodiment, it is respectively to do shopping that cell-phone number 131XX had two equipment alive datas January 1
The active total degree of module is 10 times, is 20 times in the active total degree of homepage module, is lived respectively in shopping module January 5
The total degree of jump is 15 times, is 30 times in the active total degree of homepage module, and active in shopping module respectively January 6
Total degree be 5 times, the active total degree of homepage module be 10 times, the active total degree of wealth module be 10 times.Then count
The moon alive data for calculating cut-off to January 6 is that cell-phone number 131XX has enlivened shopping module 30 times altogether, has enlivened homepage module 60
It is secondary, enlivened wealth module 10 times, obtain cell-phone number 131XXX January moon alive data.
Specifically, what of that month moon alive data was added up by the equipment alive data on the same day plus of that month the previous day on the same day
Equipment alive data, for example, calculating the equipment alive data on January 6, the moon alive data that as January 5 was calculated adds
Equipment alive data on the day of upper January 6.Moon alive data when January 5 is that cell-phone number 131XX is total to January 5 in cut-off
It has enlivened shopping module 25 times, has enlivened homepage module 50 times.Equipment alive datas of the cell-phone number 131XX January 6 is to purchase
Object module has been enlivened 5 times, has been enlivened 10 times in homepage module, has been enlivened 10 times in wealth module.Then actively counted the moon January 6
According to being cell-phone number 131XX in cut-off to active shopping module 25 times on January 5, active homepage module adds January 6 50 times
The equipment alive data on the same day, that is, the moon alive data for calculating cut-off to January 6 are that cell-phone number 131XX has enlivened shopping mould altogether
Block 30 times, has enlivened homepage module 60 times, has enlivened wealth module 10 times.
It is to be appreciated that being arranged by carrying out duplicate removal superposition to daily equipment alive data, the moon of user equipment is obtained
Alive data grasps the use tendency of user in order to help developer to judge, promote to bigger application software and
The optimization of application module obtains this month by the way that the moon alive data of of that month the previous day on the same day is added the equipment alive data on the same day
End to the moon alive data on the same day, reduce the calculation amount of data, convenient for quick obtaining moon alive data.
In embodiments of the present invention, by acquiring active state data, and division processing is carried out to active state data, obtained
To the active state data of each application module.Then, duplicate removal is carried out to the active state data of daily each application module
Overlap-add operation obtains the daily equipment alive data of user equipment, passes through the equipment alive data duplicate removal daily to user equipment
Superposition, obtains the moon alive data of user equipment.The situation of enlivening of user equipment is handled by different level, obtains day degree, the moon
The analysis data of degree and each user equipment and each application module, convenient for user using application program each process into
Row analysis so that the data information for being provided with analysis is more careful more intuitive, more conducively judges the market service condition of application apparatus, from
And promote the optimization and exploitation of application program.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit
It is fixed.
Embodiment 2
Fig. 7 shows and enlivens the number calculating method one-to-one user equipment moon user equipment moon in embodiment 1 and actively count
The functional block diagram of computing device.Include data acquisition module 10, go as shown in fig. 7, actively counting computing device the user equipment moon
Weight laminating module 20 and moon alive data acquisition module 30.
Data acquisition module 10, the active state number for obtaining same day user equipment from database in preset time point
According to being divided to active state data according to the application module on user equipment, obtain the active state of each application module
Data.
Duplicate removal laminating module 20 is used for the active state data acquisition facility identification code according to each application module, according to
EIC equipment identification code carries out duplicate removal overlap-add operation to the active state data of each application module, obtains each EIC equipment identification code same day
Equipment alive data on each application module.
Month alive data acquisition module 30, for judge the same day whether be it is first day of that month, will when judging result is to be
The equipment alive data on the same day is as moon alive data, and when judging result is no, acquisition the previous day on the same day adds up of that month
The equipment alive data on the same day and the previous day on the same day are added up of that month equipment alive data and carry out duplicate removal by equipment alive data
Superposition obtains moon alive data.
Preferably, as shown in figure 8, the user equipment moon actively count computing devices further include：Detection module 101, trigger mode
Block 102 and active state data generation module 103.
Detection module 101, for being buried a little to each application module setting data, the triggering behaviour of detection user's application modules
Make.
Trigger module 102, for being buried a little according to trigger action trigger data.
Active state data generation module 103 generates active state data for burying triggering state a little according to data.
Preferably, duplicate removal laminating module 20 includes：Data adding device 201, is lived at active state data comparison unit 202
Jump status data storage unit 203 and active state data investigation unit 204.
Data adding device 201 is used for the first row active state data and its EIC equipment identification code of each application module
It is added in active state table.
Active state data comparison unit 202, active state data for adding each application module successively and its sets
Standby identification code simultaneously inquires active state table, and comparison active state table whether there is the EIC equipment identification code of same day user equipment.
Active state data saving unit 203, if for there is no the equipment of same day user equipment to know in active state table
Other code then preserves the EIC equipment identification code of same day user equipment and the active state data of user equipment.
Active state data investigation unit 204, if for there are the identifications of the equipment of same day user equipment in active state table
Code, then delete the EIC equipment identification code of same day user equipment, and by the active state data of user equipment and active state table
The active state data of the EIC equipment identification code of preservation are superimposed.
Preferably, the moon, alive data acquisition module 30 included：Equipment alive data comparison unit 301, accumulative alive data
Superpositing unit 302 and moon alive data acquiring unit 303.
Equipment alive data comparison unit 301, for of that month first day equipment alive data to be added to a moon active list
In, daily equipment alive data before adding the of that month same day successively, and a moon active list is inquired, comparison moon active list whether there is
Identical EIC equipment identification code.
Accumulative alive data superpositing unit 302 preserves if being used to that identical EIC equipment identification code to be not present in moon active list
EIC equipment identification code and equipment alive data；
If there are identical EIC equipment identification code in active state table, sweep equipment identification code, and by EIC equipment identification code
The equipment alive data of the EIC equipment identification code preserved in equipment alive data and moon active list is superimposed, and obtain this month ought be a few days ago
The equipment alive data added up for one day.
Month alive data acquiring unit 303, this month for will be stored in the equipment alive data on the same day and moon active list
The equipment alive data that the previous day on the same day adds up is compared, if there is no the equipment of same day user equipment to know in moon active list
Other code, then preserve EIC equipment identification code and equipment alive data；
If there are the EIC equipment identification code of same day user equipment in active state table, sweep equipment identification code, and by equipment
The equipment alive data of identification code added up of that month equipment alive data with the previous day on the same day and was overlapped.
Preferably, data acquisition module 10 includes：Equipment interaction data acquiring unit 111 and data filtering units 112.
Equipment interaction data acquiring unit 111, for according to predetermined period, from database, the equipment for obtaining batch to be handed over
Mutual data.
Data filtering units 112, for according to pre-defined rule, filtering out the active state data of same day user equipment.
A kind of user equipment moon provided in this embodiment actively counts the realization function and reality of each module/unit in computing device
It applies and enlivens number calculating method corresponding step one-to-one correspondence the user equipment moon in example, specifically refer to the description of previous embodiment,
To avoid repeating, the present embodiment is not described in detail one by one.
Embodiment 3
The present embodiment provides a computer readable storage medium, computer journey is stored on the computer readable storage medium
Sequence is realized in embodiment 1 when the computer program is executed by processor and enlivens number calculating method by the user equipment moon, to avoid weight
Multiple, which is not described herein again.It is actively counted the user equipment moon in embodiment 2 alternatively, being realized when the computer program is executed by processor
The function of each module/unit in computing device, to avoid repeating, which is not described herein again.
It is to be appreciated that the computer readable storage medium may include：The computer program code can be carried
Any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic disc, CD, computer storage, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), electric carrier signal and telecommunications letter
Number etc..
Embodiment 4
Fig. 9 is the schematic diagram for the computer equipment that one embodiment of the invention provides.As shown in figure 9, the calculating of the embodiment
Machine equipment 80 includes：Processor 81, memory 82 and it is stored in the calculating that can be run in memory 82 and on processor 81
Machine program 83.Processor 81 realizes that the user equipment moon enlivens number calculating method in above-described embodiment 1 when executing computer program 83
The step of, such as step S10 to S30 shown in FIG. 1.Alternatively, processor 81 realizes above-mentioned each dress when executing computer program 83
Set the function of each module/unit in embodiment 2, such as the function of module 10 to 30 shown in Fig. 7.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each work(
Can unit, module division progress for example, in practical application, can be as needed and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device are divided into different functional units or module, more than completion
The all or part of function of description.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although with reference to aforementioned reality
Applying example, invention is explained in detail, it will be understood by those of ordinary skill in the art that：It still can be to aforementioned each
Technical solution recorded in embodiment is modified or equivalent replacement of some of the technical features；And these are changed
Or replace, the spirit and scope for various embodiments of the present invention technical solution that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of user equipment moon enlivens number calculating method, which is characterized in that the user equipment moon enlivens number calculating method packet
It includes：
The active state data for obtaining same day user equipment from database in preset time point, according to the application on user equipment
Module divides the active state data, obtains the active state data of each application module；
According to the active state data acquisition facility identification code of each application module, according to the EIC equipment identification code to described
The active state data of each application module carry out duplicate removal overlap-add operation, obtain each EIC equipment identification code same day each using mould
Equipment alive data on block；
Judge whether the same day is first day of that month, and when judging result is to be, the equipment alive data on the same day is enlivened as the moon
Data, when judging result is no, acquisition the previous day on the same day adds up of that month equipment alive data, and the equipment on the same day is enlivened
Data added up of that month equipment alive data progress duplicate removal with the previous day on the same day and are superimposed acquisition moon alive data.
2. the user equipment moon as described in claim 1 enlivens number calculating method, which is characterized in that it is described preset time point from
In database obtain same day user equipment active state data, further include before：
Each application module setting data are buried a little, trigger action of the detection user to the application module；
The data are triggered according to the trigger action to bury a little；
Triggering state a little, which is buried, according to the data generates the active state data.
3. the user equipment moon as described in claim 1 enlivens number calculating method, which is characterized in that according to the EIC equipment identification code
Duplicate removal overlap-add operation is carried out to the active state data of each application module, obtains each EIC equipment identification code same day each
Equipment alive data on application module, including：
The first row active state data and its EIC equipment identification code of each application module are added in active state table；
The active state data of each application module are added successively and its EIC equipment identification code and inquire the active state table, are compared
The active state table whether there is the EIC equipment identification code of the same day user equipment；
If the EIC equipment identification code of the same day user equipment is not present in the active state table, preserves the same day user and set
The active state data of standby EIC equipment identification code and the user equipment；
If there are the EIC equipment identification codes of the same day user equipment in the active state table, the same day user equipment is deleted
EIC equipment identification code, and the equipment that will have been preserved in the active state data of user equipment and the active state table identifies
The active state data of code are superimposed.
4. the user equipment moon as claimed in claim 3 enlivens number calculating method, which is characterized in that described acquisition the previous day on the same day
Add up of that month equipment alive data, the equipment alive data on the same day was added up of that month equipment with the previous day on the same day to be enlivened
Data carry out duplicate removal superposition and obtain moon alive data, including：
Of that month first day equipment alive data is added in moon active list, daily equipment before adding the of that month same day successively
Alive data, and the moon active list is inquired, it compares the moon active list and whether there is identical EIC equipment identification code；
If the identical EIC equipment identification code is not present in the moon active list, the EIC equipment identification code and the equipment are preserved
Alive data；
If there are the identical EIC equipment identification codes in the active state table, the EIC equipment identification code is deleted, and will be described
The equipment alive data of the EIC equipment identification code preserved in the equipment alive data of EIC equipment identification code and the moon active list
It is superimposed, obtain the equipment alive data that of that month the previous day on the same day adds up；
The equipment alive data that the of that month the previous day on the same day stored in the equipment alive data on the same day and moon active list is added up
It is compared, if the EIC equipment identification code of same day user equipment is not present in the moon active list, preserves the EIC equipment identification code
With equipment alive data；
If there are the EIC equipment identification codes of same day user equipment in the active state table, the EIC equipment identification code is deleted, and will
The equipment alive data of the EIC equipment identification code added up of that month equipment alive data with the previous day on the same day and was overlapped.
5. the user equipment moon as claimed in claim 4 enlivens number calculating method, which is characterized in that it is described preset time point from
The active state data of same day user equipment are obtained in database, including：
Obtain the equipment interaction data of batch from database in preset time point according to predetermined period；
The active state data of same day user equipment are filtered out according to pre-defined rule.
6. a kind of user equipment moon actively counts computing device, which is characterized in that the user equipment moon actively counts computing device packet
It includes：
Data acquisition module, the active state data for obtaining same day user equipment from database in preset time point, root
The active state data are divided according to the application module on user equipment, obtain the active state number of each application module
According to；
Duplicate removal laminating module, for the active state data acquisition facility identification code according to each application module, according to institute
It states EIC equipment identification code and duplicate removal overlap-add operation is carried out to the active state data of each application module, obtain each equipment identification
Equipment alive data of the code same day on each application module；
Month alive data acquisition module, for judging whether the same day is first day of that month, when judging result is to be, by the same day
Equipment alive data is as moon alive data, and when judging result is no, acquisition the previous day on the same day adds up of that month equipment and lives
Jump data, and the equipment alive data progress duplicate removal that the equipment alive data on the same day and the previous day on the same day are added up to this month is superimposed and obtains
Take a moon alive data.
7. the user equipment moon as claimed in claim 6 actively counts computing device, which is characterized in that the user equipment moon is active
Computing device is counted, further includes：
Detection module, for being buried a little to each application module setting data, triggering of the detection user to the application module
Operation；
Trigger module buries a little for triggering the data according to the trigger action；
Active state data generation module generates the active state data for burying triggering state a little according to the data.
8. the user equipment moon as claimed in claim 6 actively counts computing device, which is characterized in that the duplicate removal laminating module packet
It includes：
Data adding device, for the first row active state data and its EIC equipment identification code of each application module to be added to work
In jump state table；
Active state data comparison unit, the active state data for adding each application module successively and its EIC equipment identification code
And the active state table is inquired, compare the EIC equipment identification code that the active state table whether there is the same day user equipment；
Active state data adding device, if for there is no the equipment of the same day user equipment to know in the active state table
Other code then preserves the EIC equipment identification code of the same day user equipment and the active state data of the user equipment；
Active state data investigation unit, if for there are the identifications of the equipment of the same day user equipment in the active state table
Code then deletes the EIC equipment identification code of the same day user equipment, and the active state data of user equipment is enlivened shape with described
The active state data of the EIC equipment identification code preserved in state table are superimposed.
9. a kind of terminal device, including memory, processor and it is stored in the memory and can be on the processor
The computer program of operation, which is characterized in that the processor realizes such as claim 1 to 5 when executing the computer program
The step of any one user equipment moon enlivens number calculating method.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, feature to exist
In the user equipment moon, actively number was counted as described in any one of claim 1 to 5 for realization when the computer program is executed by processor
The step of calculation method.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810198382.1A CN108595314A (en) | 2018-03-12 | 2018-03-12 | The user equipment moon enlivens number calculating method, device, terminal device and storage medium |
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|---|---|---|---|
| CN201810198382.1A CN108595314A (en) | 2018-03-12 | 2018-03-12 | The user equipment moon enlivens number calculating method, device, terminal device and storage medium |
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