CN108829572A - The analysis method and device of user's login behavior - Google Patents
The analysis method and device of user's login behavior Download PDFInfo
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- CN108829572A CN108829572A CN201810538553.0A CN201810538553A CN108829572A CN 108829572 A CN108829572 A CN 108829572A CN 201810538553 A CN201810538553 A CN 201810538553A CN 108829572 A CN108829572 A CN 108829572A
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- 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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Abstract
The invention discloses analysis methods and device that a kind of user logs in behavior.Its method includes：Obtain the behavioural information that whether logs in of each user in preset period of time in each unit time period；According to behavioural information, binary coded data is carried out preset；According to default computation rule, calculation processing is carried out to preset obtained binary coded data, obtains the analysis result that user logs in behavior.The present invention innovatively proposes a kind of method recorded using binary coded data to the login behavior of user, and this method is simple and efficient, and is capable of the detailed login behavioural information of accurate recording each user, is able to ascend processing speed；Secondly, the analysis result that obtained user logs in behavior can accurately reflect user's login behavior and form is more succinct by carrying out calculation processing to preset obtained binary coded data.
Description
Technical field
The present invention relates to Internet technical fields, and in particular to a kind of user logs in the analysis method and device of behavior.
Background technique
To user log in behavior analyze can acquisition website or APP amount of access master data in the case where,
Related data are counted, are analyzed, therefrom find that user accesses website or the rule of APP.It further can be by these rules
Combined with net marketing strategy etc., thus find in current network marketing activity there may be the problem of, and further to repair
Just or reformulate net marketing strategy provide foundation.It can be seen that the value of user behavior analysis is self-evident.
User, which logs in behavioural analysis, has wider application scenarios, for example, drawing newly, that is, obtains new user；Conversion such as calculates
Electric business order conversion ratio；Promote to live, i.e., how to allow user commonly using product；It retains, i.e., has found that it is likely that streaming user in advance, reduce
Turnover rate；It cashes, i.e. discovery high-value user etc..In retaining related application scene, behavior is logged in user and carries out analysis energy
Enough determine that user retains relevant information, for example, user's retention ratio, however it is magnanimity that user, which logs in behavioral data, in record, is divided
Analysis and processing etc. are because processing data volume is huge, so that processing speed is low, affect the treatment effeciency that user logs in analysis,
Behavior is logged in user therefore, it is necessary to a kind of accurate and efficient method to record and analyze.
Summary of the invention
In view of the above problems, it proposes on the present invention overcomes the above problem or at least be partially solved in order to provide one kind
The user for stating problem logs in the analysis method and device of behavior.
According to an aspect of the invention, there is provided a kind of user logs in the analysis method of behavior, wherein method includes：
Obtain the behavioural information that whether logs in of each user in preset period of time in each unit time period；
According to behavioural information, binary coded data is carried out preset；
According to default computation rule, calculation processing is carried out to preset obtained binary coded data, obtains user's login
The analysis result of behavior.
Optionally, the digit of binary coded data is greater than or equal to the unit time period number that preset period of time includes.
Optionally, when the digit of binary coded data is equal to the unit time period number that preset period of time includes, binary coding
Each position of data and each unit time period correspond.
Optionally, preset to binary coded data progress to further comprise according to behavioural information：
For any unit period, if behavioural information is to have logged in behavioural information, to the list in binary coded data
The position period, corresponding position was predisposed to the first numerical value；If behavioural information is to be not logged in behavioural information, in binary coded data
The corresponding position of the unit time period is predisposed to second value.
Optionally, according to default computation rule, it is further that calculation processing is carried out to preset obtained binary coded data
Including：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
Optionally, according to default computation rule, the binary coded data of preset obtained multiple users is calculated
Processing, obtaining user's retained data further comprises：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, user is obtained and retains number
According to.
Optionally, further comprising after preset to binary coded data progress according to behavioural information：
Preset obtained binary coded data is saved into caching.
According to another aspect of the present invention, the analytical equipment that a kind of user logs in behavior is provided, wherein device includes：
Behavioural information obtains module, suitable for obtain each user in preset period of time in each unit time period whether login
Behavioural information；
Preset module is suitable for carrying out binary coded data preset according to behavioural information；
Calculation processing module is suitable for calculating preset obtained binary coded data according to default computation rule
Processing obtains the analysis result that user logs in behavior.
Optionally, the digit of binary coded data is greater than or equal to the unit time period number that preset period of time includes.
Optionally, when the digit of binary coded data is equal to the unit time period number that preset period of time includes, binary coding
Each position of data and each unit time period correspond.
Optionally, preset module is further adapted for：
For any unit period, if behavioural information is to have logged in behavioural information, to the list in binary coded data
The position period, corresponding position was predisposed to the first numerical value；If behavioural information is to be not logged in behavioural information, in binary coded data
The corresponding position of the unit time period is predisposed to second value.
Optionally, calculation processing module is further adapted for：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
Optionally, calculation processing module is further adapted for：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, user is obtained and retains number
According to.
Optionally, above-mentioned apparatus further comprises：
Preserving module, suitable for saving preset obtained binary coded data into caching.
According to another aspect of the invention, a kind of calculating equipment is provided, including：Processor, memory, communication interface and
Communication bus, processor, memory and communication interface complete mutual communication by communication bus；
Memory makes processor execute above-mentioned user's login behavior for storing an at least executable instruction, executable instruction
The corresponding operation of analysis method.
In accordance with a further aspect of the present invention, a kind of computer storage medium is provided, at least one is stored in storage medium
Executable instruction, executable instruction make processor execute the corresponding operation of analysis method such as above-mentioned user login behavior.
Disclosed user according to the present invention logs in the analysis method and device of behavior, firstly, obtaining each user pre-
If the behavioural information whether logged in the period in each unit time period；Then, according to behavioural information, to binary coded data
It carries out preset；Finally, carrying out calculation processing according to default computation rule to preset obtained binary coded data, being used
The analysis result of family login behavior.The present invention innovatively proposes a kind of login behavior using binary coded data to user
The method recorded, this method are simple and efficient, and are capable of the detailed login behavioural information of accurate recording each user,
It is able to ascend processing speed；Secondly, obtained user logs in behavior by carrying out calculation processing to the binary coded data
Analysis result can accurately reflect user login behavior and form it is more succinct.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
The user that Fig. 1 shows one embodiment of the invention logs in the flow diagram of the analysis method of behavior；
Fig. 2 shows the flow diagrams that the user of another embodiment of the present invention logs in the analysis method of behavior；
Fig. 3 a is shown according to an embodiment of the present invention without the schematic diagram of preset binary coded data；
Fig. 3 b shows the schematic diagram according to an embodiment of the present invention by preset binary coded data；
The user that Fig. 4 shows further embodiment of this invention offer logs in the structural schematic diagram of the analytical equipment of behavior；
Fig. 5 shows a kind of structural schematic diagram for calculating equipment according to an embodiment of the present invention.
Specific embodiment
Exemplary embodiments of the present disclosure are described in more detail below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
It is fully disclosed to those skilled in the art.
The user that Fig. 1 shows one embodiment of the invention logs in the flow diagram of the analysis method of behavior.Such as Fig. 1 institute
Show, this method includes：
Step S110 obtains the behavioural information that whether logs in of each user in preset period of time in each unit time period.
Wherein, preset period of time and unit time period can be configured according to actual needs, for example, in order to analyze user
Login behavior within 7 days then sets preset period of time to 7 days, and unit time period is every day within this 7 days, the present invention
This is not construed as limiting.The step is it is also understood that obtain login of each user in preset period of time in each unit time period
Status information.
Step S120 carries out binary coded data preset according to behavioural information.
The method of the present embodiment records user using binary coded data in preset period of time in each unit time period
Login behavior, can specifically determine first in binary coded data with position corresponding to each unit time period, then basis
The behavioural information whether user is logged in the unit time period carries out this preset.
Step S130 carries out calculation processing to preset obtained binary coded data, obtains according to default computation rule
The analysis result of user's login behavior.
Wherein, default computation rule can be modulo operation rule, then carries out to preset obtained binary coded data
Modulo operation processing；Default computation rule can also be according to actual needs set calculation formula, for example, according to each list
Position preset period of time between when segment difference set by calculation formula, this is not limited by the present invention.It follows that user logs in row
For analysis the result is that a kind of form it is more succinct and can accurately indicate user login behavioural information data.
The user according to provided by the present embodiment logs in the analysis method of behavior, firstly, obtaining each user when default
The behavioural information whether logged in section in each unit time period；Then, according to behavioural information, binary coded data is carried out
It is preset；Finally, carrying out calculation processing according to default computation rule to preset obtained binary coded data, obtaining user and step on
The analysis result of record behavior.The present embodiment innovatively propose it is a kind of using binary coded data to the login behavior of user into
The method of row record can record many and diverse login behavioural information with a kind of efficiently succinct mode, and can be quasi-
Really record the detailed login behavioural information of each user；Secondly, by carrying out calculation processing to the binary coded data,
The analysis result that obtained user logs in behavior can accurately reflect user's login behavioural information and form is more succinct.
Fig. 2 shows the flow diagrams that the user of another embodiment of the present invention logs in the analysis method of behavior.Such as Fig. 2
Shown, this method includes：
Step S210 obtains the behavioural information that whether logs in of each user in preset period of time in each unit time period.
According to login behavior of the user in each unit time period, behavioural information can be divided into again logged in behavioural information with
And it is not logged in behavioural information.If user does not log in certain unit time period, the behavioural information in the unit time period is
It is not logged in behavioural information；If user is logged in certain unit time period, the behavioural information in the unit time period is to have stepped on
Record behavioural information.
Wherein, behavioural information may include user identifier, login time, offline time, can also be in and step on including user
The duration of record state and the duration in the state that is not logged in etc., it should be noted that the present invention is to the specific of behavioural information
Intension is not construed as limiting, and those skilled in the art can be configured according to actual needs.
Step S220, for any unit period, if behavioural information is to have logged in behavioural information, to binary coded number
The corresponding position of the unit time period is predisposed to the first numerical value in；If behavioural information is to be not logged in behavioural information, binary system is compiled
The corresponding position of the unit time period is predisposed to second value in code data.
Show in the unit time period, user for any unit period if behavioural information is to have logged in behavioural information
It is logged in, it is determined that position corresponding with the unit time period in binary coded data, and the position is predisposed to the first numerical value；
If behavioural information is to be not logged in behavioural information, it is determined that position corresponding with the unit time period in binary coded data, by the position
Presetting bit second value.Optionally, the first numerical value is 1, second value 0.
In order to guarantee that the behavioural information whether logged in corresponding to each unit time period in preset period of time can be recorded
Into binary coded data, in practical application, the digit that binary coded data is arranged includes more than or equal to preset period of time
Unit time period number.Further, when the digit of binary coded data is equal to the unit time period number that preset period of time includes, two
Each position of scale coding data and each unit time period correspond.It should be noted that the present invention is to binary coded number
According to digit be not construed as limiting, those skilled in the art can be configured according to actual needs.In addition, in practical application, binary system
Corresponding relationship between each position and each unit time period of coded data can be according to the precedence between each unit time period
Be determined, for example, will at first unit time period in binary coded data from right to left first it is corresponding, order is only second to most
The unit time period of first unit time period with second is corresponding from right to left in binary data, and so on, certainly, the solution of the present invention
It is not limited thereto.
The step is explained in detail with a specific example below, Fig. 3 a show according in the present embodiment without pre-
The schematic diagram for the binary coded data set, as shown in Figure 3a, the digit of the binary coded data are 8, without preset
The numerical value of each in binary coded data is 0.In this example, it is assumed that preset period of time be March 1 to March 7 it
Between seven days, then unit time period be this seven days in every day, in the preset period of time, it is assumed that party a subscriber respectively March 1 with
And March 2 was logged in, and position corresponding with March 1 is first from right to left in binary coded data, with March 2
Corresponding position is second from right to left, then carries out postponing to obtain in advance to binary coded data according to the login behavioural information of party a subscriber
Binary coded data as shown in figure 3b.
Step S230 saves preset obtained binary coded data into caching.
This step is optional step, and preset obtained binary coded data is saved into caching, is equivalent to multiple
Binary coded data is done in advance to be polymerize, can be fast when to need to make preset obtained binary coded data relevant treatment
Fast ground is read out from caching, and then promotes processing speed.
Step S240 counts the binary coded data of preset obtained multiple users according to default computation rule
Calculation processing, obtains user's retained data.
It, can be by user when default according to above-mentioned example it is found that using preset by being carried out to binary coded data
The behavioural information of login of each unit time period is recorded in section, and in practical application, to whether logging in for multiple users
Behavioural information is analyzed, and can determine user's retained data, and then can also calculate user according to user's retained data and retain
Rate.
Therefore, it present embodiments provides a kind of binary coded data using preset obtained multiple users and determines user
The method of retained data calculates the binary coded data of preset obtained multiple users according to default computation rule
Processing, obtains user's retained data.
Optionally, modulo operation processing is carried out to the binary coded data of preset obtained multiple users, obtains user
Retained data.It (is taken for example, carrying out 4 calculation process of mould to obtained binary coded data preset in above-mentioned example (Fig. 3 b)
Minimum two bits), obtaining calculation processing result is 3；It for another example, will be upper if party a subscriber is only logged in March on the 1st
State in not preset binary coded data from right to left first be predisposed to 1, obtain 00000001, then to preset two obtained
Scale coding data carry out mould 2 and handle (taking minimum a data), and obtaining calculation processing result is 1.It is obtained preset
The binary coded data of multiple users carries out calculation processing, obtains user's retained data.Therefore, when get user retain number
According to being pushed away according to the method for the present embodiment is counter to user's retained data, can determine each user in corresponding preset period of time
Login behavior in interior each unit time period.
It is understood that for logging in for the inconsistent multiple users of behavior, for example, in same preset period of time,
Party a subscriber only even numbers day log in, party b subscriber only singular day log in, then according to preset two obtained of their behavioural information into
Coded data processed is different, and then carries out the obtained place of calculation processing to different preset obtained binary coded datas
It is also different for managing result.Correspondingly, if the binary coded data to preset obtained multiple users carries out calculation processing
Processing result it is consistent, then show that multiple user logs in behavior within the preset period of time and is consistent namely multiple use
Per family in identical unit time period log in, for example, party a subscriber and party b subscriber in same preset period of time in even numbers day
It is logged in, singular day is not logged on.Therefore, can be determined according to user's retained data continuous 2 days, continuous 7 days or
The user logged in fixed unit time period etc., and then calculate user's next day retention ratio, retention ratio on the seven etc., herein not into
Row repeats.
In conclusion the present embodiment innovatively proposes a kind of login behavioural information according to user to binary coded number
According to preset processing is carried out, the method recorded using preset obtained binary coded data to the login behavior of user should
Method is simple and efficient, and is capable of the detailed login behavioural information of accurate recording each user, and saves memory；Secondly, will
Preset obtained binary coded data saves the mode into caching and is conducive to read data, is able to ascend processing speed；This
Outside, obtained user's retained data can accurately reflect user's retention situation by this way and form is succinct.
The user that Fig. 4 shows further embodiment of this invention offer logs in the structural schematic diagram of the analytical equipment of behavior.Such as
Shown in Fig. 4, which includes：
Behavioural information obtains module 41, suitable for each user's whether stepping in each unit time period in preset period of time obtained
The behavioural information of record；
Preset module 42 is suitable for carrying out binary coded data preset according to behavioural information；
Calculation processing module 43 is suitable for counting preset obtained binary coded data according to default computation rule
Calculation processing obtains the analysis result that user logs in behavior.
Optionally, the digit of binary coded data is greater than or equal to the unit time period number that preset period of time includes.
Optionally, when the digit of binary coded data is equal to the unit time period number that preset period of time includes, binary coding
Each position of data and each unit time period correspond.
Optionally, preset module 42 is further adapted for：
For any unit period, if behavioural information is to have logged in behavioural information, to the list in binary coded data
The position period, corresponding position was predisposed to the first numerical value；If behavioural information is to be not logged in behavioural information, in binary coded data
The corresponding position of the unit interval is predisposed to second value.
Optionally, calculation processing module 43 is further adapted for：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
Optionally, calculation processing module 43 is further adapted for：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, user is obtained and retains number
According to.
Optionally, above-mentioned apparatus further comprises：
Preserving module 44, suitable for saving preset obtained binary coded data into caching.
It, can will be many and diverse in conclusion which records the login behavior of user using binary coded data
Login behavioural information recorded with a kind of efficiently succinct mode, and be capable of the detailed of accurate recording each user
Log in behavioural information；Secondly, it is more succinct that a kind of form can be obtained by carrying out calculation processing to the binary coded data
And it can be identified for that user logs in the data of behavioural information.
The specific structure and working principle of above-mentioned modules can refer to the description of corresponding steps in embodiment of the method, herein
It repeats no more.
The embodiment of the present application provides a kind of nonvolatile computer storage media, and computer storage medium is stored at least
The analysis that the user in above-mentioned any means embodiment logs in behavior can be performed in one executable instruction, the computer executable instructions
Method.
Fig. 5 shows a kind of structural schematic diagram for calculating equipment according to an embodiment of the present invention, the specific embodiment of the invention
The specific implementation for calculating equipment is not limited.
As shown in figure 5, the calculating equipment may include：Processor (processor) 502, communication interface
(Communications Interface) 504, memory (memory) 506 and communication bus 508.
Wherein：
Processor 502, communication interface 504 and memory 506 complete mutual communication by communication bus 508.
Communication interface 504, for being communicated with the network element of other equipment such as client or other servers etc..
Processor 502 can specifically execute the analysis method implementation that above-mentioned user logs in behavior for executing program 510
Correlation step in example.
Specifically, program 510 may include program code, which includes computer operation instruction.
Processor 502 may be central processor CPU or specific integrated circuit ASIC (Application
Specific Integrated Circuit), or be arranged to implement the integrated electricity of one or more of the embodiment of the present invention
Road.The one or more processors that equipment includes are calculated, can be same type of processor, such as one or more CPU；It can also
To be different types of processor, such as one or more CPU and one or more ASIC.
Memory 506, for storing program 510.Memory 506 may include high speed RAM memory, it is also possible to further include
Nonvolatile memory (non-volatile memory), for example, at least a magnetic disk storage.
Program 510 specifically can be used for so that processor 502 executes following operation：
Obtain the behavioural information that whether logs in of each user in preset period of time in each unit time period；
According to behavioural information, binary coded data is carried out preset；
According to default computation rule, calculation processing is carried out to preset obtained binary coded data, obtains user's login
The analysis result of behavior.
In a kind of optional mode, when the digit of binary coded data is greater than or equal to the unit that preset period of time includes
Number of segment.
In a kind of optional mode, the digit of binary coded data is equal to the unit time period number that preset period of time includes
When, each position of binary coded data and each unit time period correspond.
In a kind of optional mode, program 510 can specifically be further used for so that processor 502 executes following behaviour
Make：
For any unit period, if behavioural information is to have logged in behavioural information, to the list in binary coded data
The position period, corresponding position was predisposed to the first numerical value；If behavioural information is to be not logged in behavioural information, in binary coded data
The corresponding position of the unit time period is predisposed to second value.
In a kind of optional mode, program 510 can specifically be further used for so that processor 502 executes following behaviour
Make：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
In a kind of optional mode, program 510 can specifically be further used for so that processor 502 executes following behaviour
Make：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, user is obtained and retains number
According to.
In a kind of optional mode, program 510 can specifically be further used for so that processor 502 executes following behaviour
Make：
Preset obtained binary coded data is saved into caching.
Algorithm and display are not inherently related to any particular computer, virtual system, or other device provided herein.
Various general-purpose systems can also be used together with teachings based herein.As described above, it constructs required by this kind of system
Structure be obvious.In addition, the present invention is also not directed to any particular programming language.It should be understood that can use various
Programming language realizes summary of the invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that implementation of the invention
Example can be practiced without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this specification.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of the various inventive aspects,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the disclosed method should not be interpreted as reflecting the following intention：It is i.e. required to protect
Shield the present invention claims features more more than feature expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art will understand that can be carried out adaptively to the module in the equipment in embodiment
Change and they are arranged in one or more devices different from this embodiment.It can be the module or list in embodiment
Member or component are combined into a module or unit or component, and furthermore they can be divided into multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it can use any
Combination is to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so disclosed
All process or units of what method or apparatus are combined.Unless expressly stated otherwise, this specification is (including adjoint power
Benefit require, abstract and attached drawing) disclosed in each feature can carry out generation with an alternative feature that provides the same, equivalent, or similar purpose
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments mean it is of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
Meaning one of can in any combination mode come using.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) are some or complete in calculating equipment according to an embodiment of the present invention to realize
The some or all functions of portion's component.The present invention be also implemented as a part for executing method as described herein or
The device or device program (for example, computer program and computer program product) of person's whole.Such realization is of the invention
Program can store on a computer-readable medium, or may be in the form of one or more signals.Such signal
It can be downloaded from an internet website to obtain, be perhaps provided on the carrier signal or be provided in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and ability
Field technique personnel can be designed alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between parentheses should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" located in front of the element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be through the same hardware branch
To embody.The use of word first, second, and third does not indicate any sequence.These words can be explained and be run after fame
Claim.
The invention discloses：A1. a kind of user logs in the analysis method of behavior comprising：
Obtain the behavioural information that whether logs in of each user in preset period of time in each unit time period；
According to the behavioural information, binary coded data is carried out preset；
According to default computation rule, calculation processing is carried out to preset obtained binary coded data, obtains user's login
The analysis result of behavior.
A2. method according to a1, wherein the digit of binary coded data is greater than or equal to the preset period of time packet
The unit time period number contained.
A3. the method according to A2, wherein the digit of binary coded data is equal to the list that the preset period of time includes
When position when number of segment, each position of binary coded data and each unit time period are corresponded.
A4. the method according to any one of A1-A3, wherein it is described according to the behavioural information, to binary coding
Data progress is preset to further comprise：
For any unit period, if the behavioural information is to have logged in behavioural information, in binary coded data
The corresponding position of the unit time period is predisposed to the first numerical value；If the behavioural information is to be not logged in behavioural information, binary system is compiled
The corresponding position of the unit time period is predisposed to second value in code data.
A5. the method according to any one of A1-A4, wherein it is described according to default computation rule, it is obtained to preset
Binary coded data carries out calculation processing：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
A6. method according to a5, wherein it is described according to default computation rule, to preset obtained multiple users'
Binary coded data carries out calculation processing, and obtaining user's retained data further comprises：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, obtains user's retention
Data.
A7. the method according to any one of A1-A6, wherein described according to the behavioural information, binary system is compiled
After code data progress is preset, further comprise：
Preset obtained binary coded data is saved into caching.
The invention also discloses：B8. a kind of user logs in the analytical equipment of behavior comprising：
Behavioural information obtains module, suitable for obtain each user in preset period of time in each unit time period whether login
Behavioural information；
Preset module is suitable for carrying out binary coded data preset according to the behavioural information；
Calculation processing module is suitable for calculating preset obtained binary coded data according to default computation rule
Processing obtains the analysis result that user logs in behavior.
B9. the device according to B8, wherein the digit of binary coded data is greater than or equal to the preset period of time packet
The unit time period number contained.
B10. the device according to B9, wherein the digit of binary coded data is equal to the preset period of time and includes
When unit time period number, each position of binary coded data and each unit time period are corresponded.
B11. the device according to any one of B8-B10, wherein the preset module is further adapted for：
For any unit period, if the behavioural information is to have logged in behavioural information, in binary coded data
The corresponding position of the unit time period is predisposed to the first numerical value；If the behavioural information is to be not logged in behavioural information, binary system is compiled
The corresponding position of the unit time period is predisposed to second value in code data.
B12. the device according to any one of B8-B11, wherein the calculation processing module is further adapted for：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is obtained
To user's retained data.
B13. device according to b12, wherein the calculation processing module is further adapted for：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, obtains user's retention
Data.
B14. the device according to any one of B8-B13, wherein described device further comprises：
Preserving module, suitable for saving preset obtained binary coded data into caching.
The invention also discloses：C15. a kind of calculating equipment, including：Processor, memory, communication interface and communication are total
Line, the processor, the memory and the communication interface complete mutual communication by the communication bus；
The memory executes the processor such as storing an at least executable instruction, the executable instruction
The corresponding operation of analysis method of the login behavior of user described in any one of A1-A7.
The invention also discloses：D16. a kind of computer storage medium, being stored at least one in the storage medium can hold
Row instruction, the executable instruction make processor execute the analysis method that the user as described in any one of A1-A7 logs in behavior
Corresponding operation.
Claims (10)
1. the analysis method that a kind of user logs in behavior comprising：
Obtain the behavioural information that whether logs in of each user in preset period of time in each unit time period；
According to the behavioural information, binary coded data is carried out preset；
According to default computation rule, calculation processing is carried out to preset obtained binary coded data, user is obtained and logs in behavior
Analysis result.
2. according to the method described in claim 1, wherein, the digit of binary coded data is greater than or equal to the preset period of time
The unit time period number for including.
3. according to the method described in claim 2, wherein, the digit of binary coded data is equal to the preset period of time and includes
When unit time period number, each position of binary coded data and each unit time period are corresponded.
4. method according to any one of claim 1-3, wherein it is described according to the behavioural information, binary system is compiled
Code data progress is preset to further comprise：
For any unit period, if the behavioural information is to have logged in behavioural information, to the list in binary coded data
The position period, corresponding position was predisposed to the first numerical value；If the behavioural information is to be not logged in behavioural information, to binary coded number
The corresponding position of the unit time period is predisposed to second value in.
5. method according to any of claims 1-4, wherein it is described according to default computation rule, it is obtained to preset
Binary coded data carry out calculation processing further comprise：
According to default computation rule, calculation processing is carried out to the binary coded data of preset obtained multiple users, is used
Family retained data.
6. it is described according to default computation rule according to the method described in claim 5, wherein, to preset obtained multiple users
Binary coded data carry out calculation processing, obtaining user's retained data further comprises：
Modulo operation processing is carried out to the binary coded data of preset obtained multiple users, user is obtained and retains number
According to.
7. method according to claim 1 to 6, wherein described according to the behavioural information, to binary system
After coded data progress is preset, further comprise：
Preset obtained binary coded data is saved into caching.
8. the analytical equipment that a kind of user logs in behavior comprising：
Behavioural information obtains module, suitable for obtaining the row that whether logs in of each user in preset period of time in each unit time period
For information；
Preset module is suitable for carrying out binary coded data preset according to the behavioural information；
Calculation processing module, is suitable for according to default computation rule, carries out calculation processing to preset obtained binary coded data,
Obtain the analysis result that user logs in behavior.
9. a kind of calculating equipment, including：Processor, memory, communication interface and communication bus, the processor, the storage
Device and the communication interface complete mutual communication by the communication bus；
The memory executes the processor as right is wanted for storing an at least executable instruction, the executable instruction
User described in any one of 1-7 is asked to log in the corresponding operation of analysis method of behavior.
10. a kind of computer storage medium, an at least executable instruction, the executable instruction are stored in the storage medium
So that processor is executed user of any of claims 1-7 such as and logs in the corresponding operation of analysis method of behavior.
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