CN107665135A - The method for pushing and device of a kind of ROMPaq - Google Patents
The method for pushing and device of a kind of ROMPaq Download PDFInfo
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- CN107665135A CN107665135A CN201710985394.4A CN201710985394A CN107665135A CN 107665135 A CN107665135 A CN 107665135A CN 201710985394 A CN201710985394 A CN 201710985394A CN 107665135 A CN107665135 A CN 107665135A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/445—Program loading or initiating
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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Abstract
The invention discloses a kind of method for pushing of ROMPaq, this method includes：Obtain the full dose user of application program and at least one user's index；According at least one user's index, it is determined that number of users on probation；According to the number of users on probation, from the full dose user, it is determined that user on probation；The ROMPaq of the application program is pushed into the user on probation；Wherein, the full dose user is all users for installing the application program.The invention also discloses a kind of pusher of ROMPaq.
Description
Technical field
The present invention relates to the method for pushing and device of field of computer technology, more particularly to a kind of ROMPaq.
Background technology
With the fast development of Internet technology, the quantity of application program (Application, APP) is with exponential form day
Benefit increases.In actual applications, due to announced application program, to there may be leak, insufficiency or page layout inadequate
The problems such as optimization, therefore, the developer of application program, can upgrade to these application programs, with patching bugs, abundant function
Or adjustment layout.
And after the redaction person of being developed of application program develops, risen if being directly pushed to all users
Level, it is likely that heavy losses can be caused because potential leak be present., often can should in order to avoid there is such case
It is divided into two stages with the escalation process of program：A part of customer upgrade customer upgrade on probation and all uses, you can first to allow
A part of user group carries out upgrading and tried out, and enters when the feedback for obtaining this certain customers and then to the redaction of application program
Row optimization, allows all users to carry out upgrading use again after having no problem.This software upgrading mode is properly termed as " gray scale liter
Level ", by the upgrading mode of " gray scale upgrading ", it can be examined new first when a part of user uses the redaction of application program
The stability of version, potential leak is avoided to cause uncontrollable harmful effect to the redaction of application program.
At present, when application program needs to carry out " gray scale upgrading ", mainly a part is determined by the following two kinds of programs
The quantity of user and affiliated colony：The first scheme, a certain class user is often specified, the redaction of application program is tried
With, with collect this kind of user feedback and exposure application program redaction there may be the defects of the problems such as；Second scheme, then
It is to select the quantity of user and affiliated colony in a manner of randomly selected.
In above-mentioned scene, if with the first Scheme Choice number of users and owning user colony, so that the use of selection
Family group property is single, usage behavior is fixed, and is unable to reach the effect of " gray scale upgrading ", causes the data of feedback more unilateral,
Consequently, it is possible to the further optimization of the application program misled.And number of users and affiliated use are selected with above-mentioned second scheme
During the colony of family, because selection mode is random, then it is difficult to determine number of users, and then influence data feedback.
The content of the invention
The embodiment of the present invention provides a kind of method for pushing of ROMPaq, to solve the progress " ash determined in the prior art
The problem of user on probation of degree upgrading " is not comprehensive enough.
In order to solve the above-mentioned technical problem, the present invention is realized in：In a first aspect, the embodiments of the invention provide one
The method for pushing of kind ROMPaq, including：
Obtain the full dose user of application program and at least one user's index；
According at least one user's index, it is determined that number of users on probation；
According to the number of users on probation, from the full dose user, it is determined that user on probation；
The ROMPaq of the application program is pushed into the user on probation；
Wherein, the full dose user is all users for installing the application program.
Second aspect, the embodiment of the present invention also provide a kind of pusher of ROMPaq, including：
Index selection unit, for the full dose user for obtaining application program and at least one user's index；
First determining unit, for according at least one user's index, it is determined that number of users on probation；
Second determining unit, for according to the number of users on probation, from the full dose user, it is determined that user on probation；
Program push unit, for the ROMPaq of the application program to be pushed into the user on probation；
Wherein, the full dose user is all users for installing the application program.
The third aspect, the embodiment of the present invention also provide a kind of server, including：Memory, processor and it is stored in described
On memory and the computer program that can run on the processor, the computer program is by real during the computing device
Now such as the step of the method for pushing of ROMPaq.
Fourth aspect, the embodiment of the present invention also provide a kind of readable storage medium storing program for executing, on the computer-readable recording medium
Computer program is stored with, when the computer program is executed by processor the step of the realization such as method for pushing of ROMPaq.
In embodiments of the present invention, the full dose user for obtaining application program and at least one user's index, Ran Hougen are passed through
According to user's index, it is determined that number of users on probation, further according to determination number of users on probation from full dose user, it is determined that on probation use
Family, finally it can so be needed so that the ROMPaq of application program to be pushed to the user on probation of determination in a certain application program
, can be with according to the actual requirements when carrying out " gray scale upgrading ", such as actual testing requirement, according to and the testing requirement pair
The user's index answered, purposefully determine to be carried out the user on probation of " gray scale upgrading ", can solve the problem that and determine in the prior art
Progress " gray scale upgrading " user on probation it is not comprehensive enough the problem of, determine number of users on probation and affiliated colony so as to optimize
Algorithm.
Brief 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
The accompanying drawing needed to use is briefly described, it should be apparent that, drawings in the following description are 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 accompanying drawings
Obtain other accompanying drawings.
Fig. 1 is a kind of specific implementation schematic flow sheet of the method for pushing of ROMPaq provided in an embodiment of the present invention；
Fig. 2 is the structural representation of the pusher of a ROMPaq provided in an embodiment of the present invention；
Fig. 3 is a kind of structural representation of server provided in an embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
Below in conjunction with accompanying drawing, the technical scheme that various embodiments of the present invention provide is described in detail.
To solve the problems, such as that the user on probation of the progress " gray scale upgrading " determined in the prior art is not comprehensive enough, the present invention carries
For a kind of method for pushing of ROMPaq, the executive agent of this method, can be, but not limited to server, PC etc. can be by
It is configured to perform at least one of computer of this method provided in an embodiment of the present invention.
For ease of description, hereafter executive agent in this way is to be able to carry out exemplified by the server of this method, to the party
The embodiment of method is introduced.It is appreciated that it is a kind of exemplary explanation that the executive agent of this method, which is server, and
It should not be construed as the restriction to this method.
Specifically, the method for pushing of ROMPaq provided by the invention includes：First, the full dose user of application program is obtained
With at least one user's index；Then, according to user's index of acquisition, it is determined that number of users on probation；Further according to number of users on probation
Amount, from full dose user, it is determined that user on probation；The ROMPaq of application program is finally pushed into user on probation；Wherein, full dose
User is all users of installation application program.
In embodiments of the present invention, the full dose user for obtaining application program and at least one user's index, Ran Hougen are passed through
According to user's index, it is determined that number of users on probation, further according to determination number of users on probation from full dose user, it is determined that on probation use
Family, finally it can so be needed so that the ROMPaq of application program to be pushed to the user on probation of determination in a certain application program
, can be with according to the actual requirements when carrying out " gray scale upgrading ", such as actual testing requirement, according to and the testing requirement pair
The user's index answered, purposefully determine to be carried out the user on probation of " gray scale upgrading ", can solve the problem that and determine in the prior art
Progress " gray scale upgrading " user on probation it is not comprehensive enough the problem of, determine number of users on probation and affiliated colony so as to optimize
Algorithm.
With reference to the implementation process diagram shown in Fig. 1, the present invention is discussed in detail, comprises the steps：
Step 101, the full dose user of application program and at least one user's index are obtained；
Wherein, full dose user is all users for installing the application program.As described in the background art, in the prior art really
The mode of the user on probation of the application program of fixed " gray scale upgrading " not enough optimizes, identified number of users on probation and affiliated colony
It is often not comprehensive enough, it is impossible to application program to be fed back well, the embodiment of the present invention is in order to further optimize prior art
The middle algorithm for determining user on probation, introduces user's index this concept, and user's index is used to characterize some of application program
Key feature.
Specifically, user's index includes numerical value class user's index, and numerical value class user index includes at least one of following：Start
Number, use duration, download time and number of clicks.User's index may also include accounting class user's index, and accounting class user refers to
Mark includes at least one of following：Enliven rate, retention ratio and leak upload rate.
Preferably, user's index in the embodiment of the present invention can include numerical value class user index and accounting class user refers to
Mark, wherein numerical value class user index include the number of starts, using numerical indications such as duration, download time, numbers of clicks, and accounting
Class user index can then include day or enliven the accounting class user such as rate, next day or week or moon retention ratio and leak upload rate the moon
Index.
Specifically, the number of starts can include the daily number of starts number of application program (each user start daily),
And the monthly number of starts (each user monthly starts the number of application program)；Average daily per capita use can then be included using duration
Duration (each user uses the duration of application program daily) and monthly (each user is monthly using application program using duration
Duration)；Download time can then include daily download time (each user is daily in some page-downloading number of application program), every
Moon download time (each user is monthly in some page-downloading number of application program)；Number of clicks can include daily number of clicks
(each user is daily in some page number of clicks of application program), monthly number of clicks (each user monthly application program some
Page number of clicks).
The rate of enlivening can include enlivening day rate (day active users with the ratio of full dose number of users), enlivening rate the moon, (moon lives
The ratio of jump number of users and full dose number of users)；Retention ratio can include next day retention ratio and (start application program and second within first day
It start application program number of users with first day start application program number of users ratio), all retention ratios (first week startup
Application program and second week start the ratio of the number of users and the number of users of first week startup application program of application program), stay the moon
Depositing rate, (first month starts application program and second month starts the number of users of application program and first month starts application program
Number of users ratio)；Leak upload rate (uploads the number of users of leak and the ratio of full dose number of users).
The above-mentioned user's index enumerated is a kind of exemplary explanation, and the embodiment of the present invention can also be according to application program
Feature is not specifically limited with newly-increased other users index, the present invention is actually needed to this.
Step 102, according at least one user's index, it is determined that number of users on probation；
Because user's index includes numerical value class user index and accounting class user's index, number will be included with user's index below
It is worth class user's index, and exemplified by user's index includes accounting class user's index, to how according at least one user's index, coming
It is determined that the process of number of users on probation is described in detail.
(1) for the features of some application programs, (such as video class application program, the developer of these application programs is often
The numerical value class user indexs such as duration, download time are used more concerned with this kind of application program), for the ease of determining number of users on probation
Amount, the embodiment of the present invention can by the certain customers in full dose user for user's index of sample of users on the basis of, to determine to try
With number of users, when user's index includes numerical value class user's index, then according at least one user's index, it is determined that number of users on probation
Amount, the average U and variances sigma of each user's index specifically can be then calculated first2；Then according to average U, variances sigma2It is pre- with first
If error amount δ, it is determined that number of users n on probation.
Alternatively, according to average U, variances sigma2, then can be first it is determined that number of users n on probation with the first preset error value δ
Calculate the average u and the absolute value of the average U of user's index of full dose user difference of user's index of user on probation | u-U |；
If the absolute value of difference | u-U | it is not more than the first preset error value δ when confidence level is 1- α, passes through formulaIt is determined that number of users n on probation；WhereinFor in standardized normal distribution, probabilityCorresponding critical value.
Using the full dose number of users of a certain video class application program as N, at least one user's index, which includes index 1, (monthly to be made
With duration), index 2 (monthly download time), average corresponding to index 3 (the monthly number of starts) be respectively U1, U2, U3, it is corresponding
Variance be respectivelyExemplified by, it is clear that these three indexs can reflect user and monthly use the application program
Liveness., then can according to central-limit theorem when randomly selecting n users on probation from full dose user as sample of users
Know, this n are tried out average u corresponding to the index 1, index 2, index 3 of user1、u2、u3Respectively obeyStochastic variable.If ensure the indexs 1 of this n user on probation, index 2,
The average difference corresponding with the index 1, index 2, index 3 of full dose user of average u1, u2, u3 corresponding to index 3 is in confidence level
1-α(0<α<1) it is no more than δ when respectively1、δ2、δ3(i.e. | u1-U1 |≤δ1、|u2-U2|≤δ2、|u3-U3|≤δ3), then in confidence
Spend for 1- α when, then have So as to haveIt may thereby determine that WhereinFor in standardized normal distribution, probabilityIt is corresponding critical
Value.
It is now assumed that full dose number of users be 100,000,000, full dose user the use of the average value of duration is monthly 5, variance 83, monthly
The average value of download time is 13, variance 114, monthly the average of the number of starts be 30, variance 181, then to ensure
N users on probation for having 99% assurance to ensure to determine are monthly using the average value of duration and monthly making for full dose user
Being less than or equal to 0.1, n users on probation with the average value error of duration, monthly the average value of download time and full dose user are every
The average value error of month download time is less than or equal to 0.1, n users on probation, and monthly the average value of the number of starts and full dose user are every
The moon, the average value error of the number of starts was less than or equal to 0.2, then sample of users number n should be greater than being equal to Wherein
2.575 be probability in standardized normal distributionCorresponding critical value, that is, n >=75589, i.e., at least from full dose user really
Fixed 75589 users are as user on probation.
, according to average U, variance
σ2With the first preset error value δ, it is determined that trying out number of users n, user's index of user on probation can also be specifically calculated first
Average u and the absolute value of the average U of user's index of full dose user difference | u-U | and the average of user's index of full dose user
U ratioIf ratioIt is not more than the first preset error value δ when confidence level is 1- α, then can passes through formulaIt is determined that number of users n on probation；WhereinFor in standardized normal distribution, probabilityCorresponding critical value.
Adopt it is above-mentioned using full dose number of users as N, at least one user's index include index 1 (monthly using duration), index 2
Average corresponding to (monthly download time), index 3 (the monthly number of starts) is respectively U1, U2, U3, and corresponding variance is respectivelyExemplified by.The first preset error value of N number of user on probation and full dose user can represent with relative value, i.e., Substituted into above-mentioned formulaThen have
Specifically, using the relative error of n users on probation and the index 1 of full dose user as 0.1, with n users on probation and
The relative error of the index 2 of full dose user is 0.01, and users and the relative error 0.01 of the index 3 of full dose user are tried out with n,
Number of users n is then tried out to should be greater than being equal to
That is n >=220137, that is, determine 220137 users as user on probation at least from full dose user.
(2) for the features of some application programs, (such as social class application program, the developer of these application programs is often
The accounting class user such as rate, retention ratio index is enlivened more concerned with this kind of application program), in order that the number of users on probation that must be determined
More comprehensively, the embodiment of the present invention can also be on the basis of full dose user, you can by by taking accounting class user's index as an example, to determine
Number of users on probation.When user's index includes accounting class user's index, then according at least one user's index, it is determined that user on probation
Quantity, variance P (1-P) corresponding to each user's index P can be specifically calculated first；Then according to user's index P, user's index
Corresponding variance P (1-P) and the second preset error value e, it is determined that number of users n on probation.
Alternatively, the variance P (1-P) and the second preset error value e according to corresponding to user's index P, user's index, it is determined that examination
With number of users n, user's index p of user on probation and user's index P of full dose user specifically can be then calculated first
The absolute value of difference | p-P |；If it is determined that the absolute value of difference | p-P |, it is not more than the second preset error value when confidence level is 1- α
E, then pass through formulaIt is determined that number of users n on probation；WhereinFor in standardized normal distribution, generally
RateCorresponding critical value.
Index 1 (day enlivens rate) is included with least one user's index of social class application program, index 2 (retain by next day
Rate), exemplified by index 3 (leak upload rate), it is clear that these three indexs can reflect user daily using the application program
The leak problem of liveness and application program in itself.Assuming that the index 1 of full dose user, index 2, the numerical value of index 3 are respectively
P1, P2 and P3, then full dose user index 1, index 2, variance corresponding to index 3 are P1 (1-P1), P2 (1-P2), P3 (1-
P3), then according to above-mentioned formulaIt can then determine that number of users n on probation is more than or equal to
Now so that index 1 is 80%, index 2 is 15%, index 3 is 10% as an example, then according to above-mentioned public affairs
Formula can determine that number of users n on probation is more than or equal to That is n >=10609, that is,
Determine 10609 users as user on probation at least from full dose user.
, according to user's index P,
Variance P (1-P) corresponding to user's index and the second preset error value e, it is determined that number of users n on probation, can also specifically be counted first
Calculate the absolute value of the user's index p and user's index P of full dose user difference of user on probation | p-P | and the user of full dose user
Index P ratioIf it is determined that ratioIt is not more than the second preset error value e when confidence level is 1- α, then passes through public affairs
FormulaIt is determined that number of users n on probation；WhereinFor in standardized normal distribution, probabilityIt is corresponding critical
Value.
Adopt above-mentioned at least one user's index with social class application program include index 1 (day enlivens rate) be P1, refer to
Exemplified by 2 (next day retention ratios) of mark are P2, index 3 (leak upload rate) is P3, user activity can be reacted except having here
User's index, it further comprises the index of the leak of reactive applications program in itself.Assuming that the index 1 of user on probation is used for p1 and full dose
The ratio of the difference of the index 1 at family and the index 1 of full dose user, the index 2 for trying out user are p2 and the index 2 of full dose user
The ratio of difference and the index of full dose user 2, the index 3 for trying out user are p3 and the difference and full dose of the index 3 of full dose user
The ratio of the index 3 of user, the second preset error value f is not more than when confidence level is 1- α1、f2And f3, i.e.,Then according to above-mentioned formulaCan be true
Surely number of users n on probation is more than or equal to Due to knot
Close user and enliven rate, retention ratio and leak upload rate using application program, the user on probation determined according to these three indexs
Quantity then can produce more preferable feedback effects to the upgraded version of application program.
It is now assumed that ratio of the index 1 of user on probation for the index 1 of the difference and full dose user of p1 and the index 1 of full dose user
Value, the index 2 for trying out user is the ratio of the index 2 of the difference and full dose user of p2 and the index 2 of full dose user, tries out user
Index 3 for the index 3 of p3 and full dose user difference and full dose user index 3 ratio, be in confidence level
It is not more than the second preset error value 0.01,0.01 and 0.01 during 1- α, then sample of users amount n should be greater than being equal to That is n >=596756, that is, at least from full dose
Determine 596756 users as user on probation in user.
It should be noted that above-mentioned numerical value class user index and accounting class user index can be combined with each other, can also be single
Solely use determine try out user quantity, then can basis as which user's index how chosen in practical application scene
The feature of the actual demand of test application program and application program in itself determines.
Step 103, according to number of users on probation, from full dose user, it is determined that user on probation；
Specifically, according to number of users on probation, from full dose user, it is determined that user on probation, first then can be by full dose
User is divided at least one user's group；It is then determined that the number of users in each user's group is in the number of users of full dose user
Accounting；Finally accounting and on probation number of users of the number of users in each user's group in the number of users of full dose user
Amount, it is determined that user on probation.
First, the full dose user of application program is divided at least one user's group；
Because the liveness and payment amount of the user of a certain application program often can be as reflecting the application program
Two core dimensions of feature, therefore, on the one hand duration using the number of starts of the application program and can be used according to user
User is divided into high any active ues, medium any active ues and low any active ues；On the other hand can also be used according to user should
User is divided into high-value user, medium value user and low value user by payment amount during application program.And by liveness
Intersect with payment amount user can be then divided into height enlivens high value, height enlivens medium value, height enlivens low value, in it is active
High value, in it is active in value, in enliven low value, it is low enliven high value, it is low it is active in value, low enliven low value totally 9
User's group.
Then, it is determined that accounting of the number of users in the number of users of full dose user in each user's group；
In actual scene, for a kind of user of application program, backstage of each user for the application program
Server both corresponds to a unique identifier, and the identifier can be according to the users' such as the liveness of user and payment amount
Feature uniquely determines, and by analyzing the identifier of full dose user, background server can be to determine calculate this 9 users respectively
Accounting of the number of users in the number of users of full dose user of group, be designated as a1, a2 ..., a9.
Finally, accounting and on probation number of users of the number of users in each user's group in the number of users of full dose user
Amount, it is determined that user on probation.
The above-mentioned example for being divided into 9 user's groups to full dose user according to liveness and commercial value is adopted, is being determined respectively
Accounting a1, a2 of this 9 user's groups in full dose user ..., after a9, can with according to this 9 user's groups in full dose
Accounting a1, a2 in user ..., the number of users n on probation of a9 and above-mentioned determination, to determine the on probation of this 9 user's groups respectively
Number of users, as n × a1, n × a2 ..., n × a9.This 9 user's groups are finally directed to respectively, from this 9 user's groups successively
By random algorithm extract n × a1, n × a2 ..., n × a9 user progress " gray scale upgrading ".
Due to can be grouped according to the liveness and payment amount of user to the full dose user of application program, and can be really
Accounting of the number of users of each group user in the number of users of full dose user is determined, with reference to the number of the user on probation of foregoing determination
Amount, can be to determine the user on probation of each group user respectively, the number of users on probation so determined, then more purposive, institute
The feedback data of the obtained ROMPaq to application program is also just more representative, and this is for the follow-up liter for improving application program
Level program is then more favourable.
Step 104, the ROMPaq of application program is pushed into user on probation.
Passing through the above method, it is determined that after user on probation, server can be so that the ROMPaq of application program to be pushed away
These users on probation are given, can be to the application program after the ROMPaq that user receives application program is tried out so as to these
ROMPaq fed back.
In embodiments of the present invention, the full dose user for obtaining application program and at least one user's index, Ran Hougen are passed through
According to user's index, it is determined that number of users on probation, further according to determination number of users on probation from full dose user, it is determined that on probation use
Family, finally it can so be needed so that the ROMPaq of application program to be pushed to the user on probation of determination in a certain application program
, can be with according to the actual requirements when carrying out " gray scale upgrading ", such as actual testing requirement, according to and the testing requirement pair
The user's index answered, purposefully determine to be carried out the user on probation of " gray scale upgrading ", can solve the problem that and determine in the prior art
Progress " gray scale upgrading " user on probation it is not comprehensive enough the problem of, determine number of users on probation and affiliated colony so as to optimize
Algorithm.
The embodiment of the present invention also provides a kind of pusher of ROMPaq, as shown in Fig. 2 including：
Index selection unit 201, for the full dose user for obtaining application program and at least one user's index；
First determining unit 202, for according at least one user's index, it is determined that number of users on probation；
Second determining unit 203, for according to the number of users on probation, from the full dose user, being used it is determined that trying out
Family；
Program push unit 204, for the ROMPaq of the application program to be pushed into the user on probation；
Wherein, the full dose user is all users for installing the application program.
In one embodiment, user's index includes numerical value class user's index, the numerical value class user index bag
Include at least one of following：The number of starts, use duration, download time and number of clicks.
In one embodiment, user's index includes accounting class user's index, the accounting class user index bag
Include at least one of following：Enliven rate, retention ratio and leak upload rate.
In one embodiment, first determining unit 202, is used for：
Calculate the average U and variances sigma of each user's index2；
According to the average U, the variances sigma2With the first preset error value δ, the number of users n on probation is determined.
In one embodiment, first determining unit 202, is used for：
Calculate the equal of the average u of user's index of the user on probation and user's index of the full dose user
The absolute value of value U difference | u-U |；
If the absolute value of the difference | u-U | it is not more than the first preset error value δ when confidence level is 1- α, passes through public affairs
FormulaDetermine the number of users n on probation；
Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
In one embodiment, first determining unit 202, is used for：
Calculate the equal of the average u of user's index of the user on probation and user's index of the full dose user
The absolute value of value U difference | u-U | and the average U of user's index of full dose user ratio
If the ratioIt is not more than the first preset error value δ when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；
Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
In one embodiment, first determining unit 202, is specifically used for：
Calculate variance P (1-P) corresponding to each user's index P；
According to variance P (1-P) and the second preset error value e corresponding to user's index P, user's index, it is determined that
The number of users n on probation.
In one embodiment, first determining unit 202, is used for：
Calculate user's index p of the user on probation and user's index P of full dose user difference
Absolute value | p-P |；
If it is determined that the absolute value of the difference | p-P |, the second preset error value e is not more than when confidence level is 1- α, then is led to
Cross formulaDetermine the number of users n on probation；
Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
In one embodiment, first determining unit 202, is used for：
Calculate user's index p of the user on probation and user's index P of full dose user difference
Absolute value | p-P | and user's index P of full dose user ratio
If it is determined that the ratioIt is not more than the second preset error value e when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；
Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
In one embodiment, second determining unit 203, is used for：
The full dose user is divided at least one user's group；
It is determined that accounting of the number of users in each user's group in the number of users of the full dose user；
Accounting in the number of users of the full dose user of number of users in each user's group and described
Number of users on probation, it is determined that user on probation.
The pusher of ROMPaq provided in an embodiment of the present invention can realize ROMPaq in Fig. 1 embodiment of the method
Method for pushing realize each process, to avoid repeating, repeat no more here.
Fig. 3 is a kind of hardware architecture diagram for the server for realizing each embodiment of the present invention,
The server 300 includes but is not limited to：Receiving unit 301, mixed-media network modules mixed-media 302, transmitting element 303, interface unit
305th, the part such as processor 306, memory 307 and power supply 304.It will be understood by those skilled in the art that shown in Fig. 3
Server architecture does not form the restriction to server, and server can be included than illustrating more or less parts, or group
Close some parts, or different parts arrangement.
Wherein, receiving unit 301, for the full dose user for obtaining application program and at least one user's index；
Processor 306, for according at least one user's index, it is determined that number of users on probation；According to described on probation
Number of users, from the full dose user, it is determined that user on probation；
Transmitting element 303, for the ROMPaq of the application program to be pushed into the user on probation；Wherein, it is described
Full dose user is all users for installing the application program.
In embodiments of the present invention, the full dose user for obtaining application program and at least one user's index, Ran Hougen are passed through
According to user's index, it is determined that number of users on probation, further according to determination number of users on probation from full dose user, it is determined that on probation use
Family, finally it can so be needed so that the ROMPaq of application program to be pushed to the user on probation of determination in a certain application program
, can be with according to the actual requirements when carrying out " gray scale upgrading ", such as actual testing requirement, according to and the testing requirement pair
The user's index answered, purposefully determine to be carried out the user on probation of " gray scale upgrading ", can solve the problem that and determine in the prior art
Progress " gray scale upgrading " user on probation it is not comprehensive enough the problem of, determine number of users on probation and affiliated colony so as to optimize
Algorithm.
It should be understood that in the embodiment of the present invention, receiving unit 301 can be used for receiving and sending messages or communication process in, signal
Reception and transmission, specifically, by from base station downlink data receive after, handled to processor 306；In addition, will be up
Data are sent to base station.Generally, receiving unit 301 includes but is not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, receiving unit 301 can also by wireless communication system and network and other set
Standby communication.
Server is carried out data transmission by mixed-media network modules mixed-media 302 with other equipment.
Interface unit 305 is the interface that external device (ED) is connected with server 300.Interface unit 304, which can be used for receiving, to be come
From the input (for example, data message, electric power etc.) of external device (ED) and the input received is transferred in server 300
One or more elements can be used for transmitting data between server 300 and external device (ED).
Memory 307 can be used for storage software program and various data.Memory 307 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Voice data, phone directory etc.) etc..In addition, memory 307 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 306 is the control centre of server, utilizes each portion of various interfaces and the whole server of connection
Point, by running or performing the software program and/or module that are stored in memory 307, and call and be stored in memory 307
Interior data, the various functions and processing data of execute server, so as to carry out integral monitoring to server.Processor 306 can
Including one or more processing units；Preferably, processor 306 can integrate application processor and modem processor, wherein,
Application processor mainly handles operating system, user interface and application program etc., and modem processor mainly handles channel radio
Letter.It is understood that above-mentioned modem processor can not also be integrated into processor 306.
Server 300 can also include the power supply 304 to all parts power supply, it is preferred that power supply 304 can pass through power supply
Management system and processor 306 are logically contiguous, so as to realize management charging, electric discharge and power consumption pipe by power-supply management system
The functions such as reason.
In addition, server 300 includes some unshowned functional modules, will not be repeated here.
Preferably, the embodiment of the present invention also provides a kind of server, including processor 306, memory 307, is stored in
On reservoir and the computer program that can be run on the processor 306, the computer program are realized when being performed by processor 306
Each process of the method for pushing embodiment of above-mentioned ROMPaq, and identical technique effect can be reached, to avoid repeating, here
Repeat no more.
The embodiment of the present invention also provides a kind of computer-readable recording medium, and meter is stored with computer-readable recording medium
Calculation machine program, the computer program realize each mistake of the method for pushing embodiment of above-mentioned ROMPaq when being executed by processor
Journey, and identical technique effect can be reached, to avoid repeating, repeat no more here.Wherein, described computer-readable storage medium
Matter, such as read-only storage (Read-Only Memory, abbreviation ROM), random access memory (Random Access
Memory, abbreviation RAM), magnetic disc or CD etc..
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those key elements, and
And also include the other element being not expressly set out, or also include for this process, method, article or device institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Other identical element also be present in the process of key element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme is substantially done to prior art in other words
Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions to cause a station terminal (can be mobile phone, computer, service
Device, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
Embodiments of the invention are described above in conjunction with accompanying drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, one of ordinary skill in the art
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make a lot
Form, belong within the protection of the present invention.
Claims (22)
- A kind of 1. method for pushing of ROMPaq, it is characterised in that including：Obtain the full dose user of application program and at least one user's index；According at least one user's index, it is determined that number of users on probation；According to the number of users on probation, from the full dose user, it is determined that user on probation；The ROMPaq of the application program is pushed into the user on probation；Wherein, the full dose user is all users for installing the application program.
- 2. according to the method for claim 1, it is characterised in that user's index includes numerical value class user's index, described Numerical value class user index includes at least one of following：The number of starts, use duration, download time and number of clicks.
- 3. according to the method for claim 1, it is characterised in that user's index includes accounting class user's index, described Accounting class user index includes at least one of following：Enliven rate, retention ratio and leak upload rate.
- 4. according to the method for claim 2, it is characterised in that it is described according at least one user's index, it is determined that examination With number of users, including：Calculate the average U and variances sigma of each user's index2；According to the average U, the variances sigma2With the first preset error value δ, the number of users n on probation is determined.
- 5. according to the method for claim 4, it is characterised in that described according to the average U, the variances sigma2It is pre- with first If error amount δ, the number of users n on probation is determined, including：Calculate the average u of user's index of the user on probation and the average U of user's index of the full dose user Difference absolute value | u-U |；If the absolute value of the difference | u-U | it is not more than the first preset error value δ when confidence level is 1- α, passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 6. according to the method for claim 4, it is characterised in that described according to the average U, the variances sigma2It is pre- with first If error amount δ, the number of users n on probation is determined, including：Calculate the average u of user's index of the user on probation and the average U of user's index of the full dose user Difference absolute value | u-U | and the full dose user user's index average U ratioIf the ratioIt is not more than the first preset error value δ when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 7. according to the method for claim 3, it is characterised in that according at least one user's index, it is determined that on probation use Amount amount, including：Calculate variance P (1-P) corresponding to each user's index P；According to variance P (1-P) and the second preset error value e corresponding to user's index P, user's index, it is determined that described Number of users n on probation.
- 8. according to the method for claim 7, it is characterised in that described according to user's index P, user's index pair The variance P (1-P) and the second preset error value e answered, the number of users n on probation is determined, including：Calculate the absolute of user's index p of the user on probation and user's index P of full dose user difference Value | p-P |；If it is determined that the absolute value of the difference | p-P |, the second preset error value e is not more than when confidence level is 1- α, then passes through public affairs FormulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 9. according to the method for claim 7, it is characterised in that described according to user's index P, user's index pair The variance P (1-P) and the second preset error value e answered, the number of users n on probation is determined, including：Calculate the absolute of user's index p of the user on probation and user's index P of full dose user difference Value | p-P | and user's index P of full dose user ratioIf it is determined that the ratioIt is not more than the second preset error value e when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 10. according to the method for claim 1, it is characterised in that it is described according to the number of users on probation, from the full dose In user, it is determined that user on probation, including：The full dose user is divided at least one user's group；It is determined that accounting of the number of users in each user's group in the number of users of the full dose user；Accounting in the number of users of the full dose user of number of users in each user's group and described on probation Number of users, it is determined that user on probation.
- A kind of 11. pusher of ROMPaq, it is characterised in that including：Index selection unit, for the full dose user for obtaining application program and at least one user's index；First determining unit, for according at least one user's index, it is determined that number of users on probation；Second determining unit, for according to the number of users on probation, from the full dose user, it is determined that user on probation；Program push unit, for the ROMPaq of the application program to be pushed into the user on probation；Wherein, the full dose user is all users for installing the application program.
- 12. server according to claim 11, it is characterised in that user's index includes numerical value class user's index, The numerical value class user index includes at least one of following：The number of starts, use duration, download time and number of clicks.
- 13. server according to claim 11, it is characterised in that user's index includes accounting class user's index, The accounting class user index includes at least one of following：Enliven rate, retention ratio and leak upload rate.
- 14. server according to claim 12, it is characterised in that first determining unit, be used for：Calculate the average U and variances sigma of each user's index2；According to the average U, the variances sigma2With the first preset error value δ, the number of users n on probation is determined.
- 15. server according to claim 14, it is characterised in that first determining unit, be used for：Calculate the average u of user's index of the user on probation and the average U of user's index of the full dose user Difference absolute value | u-U |；If the absolute value of the difference | u-U | it is not more than the first preset error value δ when confidence level is 1- α, passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 16. server according to claim 14, it is characterised in that first determining unit, be used for：Calculate the average u of user's index of the user on probation and the average U of user's index of the full dose user Difference absolute value | u-U | and the full dose user user's index average U ratioIf the ratioIt is not more than the first preset error value δ when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 17. server according to claim 13, it is characterised in that first determining unit, be specifically used for：Calculate variance P (1-P) corresponding to each user's index P；According to variance P (1-P) and the second preset error value e corresponding to user's index P, user's index, it is determined that described Number of users n on probation.
- 18. server according to claim 17, it is characterised in that first determining unit, be used for：Calculate the absolute of user's index p of the user on probation and user's index P of full dose user difference Value | p-P |；If it is determined that the absolute value of the difference | p-P |, the second preset error value e is not more than when confidence level is 1- α, then passes through public affairs FormulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 19. server according to claim 17, it is characterised in that first determining unit, be used for：Calculate the absolute of user's index p of the user on probation and user's index P of full dose user difference Value | p-P | and user's index P of full dose user ratioIf it is determined that the ratioIt is not more than the second preset error value e when confidence level is 1- α, then passes through formulaDetermine the number of users n on probation；Wherein,For in standardized normal distribution, probabilityCorresponding critical value.
- 20. server according to claim 11, it is characterised in that second determining unit, be used for：The full dose user is divided at least one user's group；It is determined that accounting of the number of users in each user's group in the number of users of the full dose user；Accounting in the number of users of the full dose user of number of users in each user's group and described on probation Number of users, it is determined that user on probation.
- A kind of 21. server, it is characterised in that including：Memory, processor and it is stored on the memory and can be described The computer program run on processor, the computer program are realized such as claim 1 to 10 during the computing device Any one of ROMPaq method for pushing the step of.
- 22. a kind of computer-readable recording medium, it is characterised in that be stored with computer on the computer-readable recording medium Program, the ROMPaq as any one of claim 1 to 10 is realized when the computer program is executed by processor The step of method for pushing.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111950821A (en) * | 2019-05-15 | 2020-11-17 | 腾讯科技（深圳）有限公司 | Test method, test device and server |
| CN113961224A (en) * | 2021-12-23 | 2022-01-21 | 中邮消费金融有限公司 | Android-terminal-based application program updating method and system |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7594189B1 (en) * | 2005-04-21 | 2009-09-22 | Amazon Technologies, Inc. | Systems and methods for statistically selecting content items to be used in a dynamically-generated display |
| CN102035891A (en) * | 2010-12-17 | 2011-04-27 | 百度在线网络技术（北京）有限公司 | Method and device for recommending friends in network friend making platform |
| US20110196733A1 (en) * | 2010-02-05 | 2011-08-11 | Wei Li | Optimizing Advertisement Selection in Contextual Advertising Systems |
| US20110225197A1 (en) * | 2010-03-09 | 2011-09-15 | Timothy Howes | User specific feed recommendations |
| US20140108563A1 (en) * | 2012-10-15 | 2014-04-17 | Chidopi Co., Ltd. | Information Transmission Method Based on Classification of Electronic Device and Servo System |
| CN104156246A (en) * | 2014-08-12 | 2014-11-19 | 小米科技有限责任公司 | Method and device for gray scale upgrade |
| CN105205130A (en) * | 2015-09-15 | 2015-12-30 | 广东工业大学 | Method of improving accuracy of recommendation system |
| CN106294497A (en) * | 2015-06-09 | 2017-01-04 | 深圳市腾讯计算机系统有限公司 | Information recommendation method and device |
-
2017
- 2017-10-20 CN CN201710985394.4A patent/CN107665135B/en active Active
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7594189B1 (en) * | 2005-04-21 | 2009-09-22 | Amazon Technologies, Inc. | Systems and methods for statistically selecting content items to be used in a dynamically-generated display |
| US20110196733A1 (en) * | 2010-02-05 | 2011-08-11 | Wei Li | Optimizing Advertisement Selection in Contextual Advertising Systems |
| US20110225197A1 (en) * | 2010-03-09 | 2011-09-15 | Timothy Howes | User specific feed recommendations |
| CN102035891A (en) * | 2010-12-17 | 2011-04-27 | 百度在线网络技术（北京）有限公司 | Method and device for recommending friends in network friend making platform |
| US20140108563A1 (en) * | 2012-10-15 | 2014-04-17 | Chidopi Co., Ltd. | Information Transmission Method Based on Classification of Electronic Device and Servo System |
| CN104156246A (en) * | 2014-08-12 | 2014-11-19 | 小米科技有限责任公司 | Method and device for gray scale upgrade |
| CN106294497A (en) * | 2015-06-09 | 2017-01-04 | 深圳市腾讯计算机系统有限公司 | Information recommendation method and device |
| CN105205130A (en) * | 2015-09-15 | 2015-12-30 | 广东工业大学 | Method of improving accuracy of recommendation system |
Non-Patent Citations (1)
| Title |
|---|
| 聂珍等: "个性化推荐技术在图书馆服务中的应用", 《现代情报》 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111950821A (en) * | 2019-05-15 | 2020-11-17 | 腾讯科技（深圳）有限公司 | Test method, test device and server |
| CN111950821B (en) * | 2019-05-15 | 2023-07-25 | 腾讯科技（深圳）有限公司 | Test method, device and server |
| CN113961224A (en) * | 2021-12-23 | 2022-01-21 | 中邮消费金融有限公司 | Android-terminal-based application program updating method and system |
| CN113961224B (en) * | 2021-12-23 | 2022-03-08 | 中邮消费金融有限公司 | Android-terminal-based application program updating method and system |
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