CN105681097A - Method and device for obtaining replacing cycle of terminal device - Google Patents
Method and device for obtaining replacing cycle of terminal device Download PDFInfo
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- CN105681097A CN105681097A CN201610070673.3A CN201610070673A CN105681097A CN 105681097 A CN105681097 A CN 105681097A CN 201610070673 A CN201610070673 A CN 201610070673A CN 105681097 A CN105681097 A CN 105681097A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
- H04L41/5061—Network service management, e.g. ensuring proper service fulfilment according to agreements characterised by the interaction between service providers and their network customers, e.g. customer relationship management
- H04L41/5064—Customer relationship management
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/01—Customer relationship services
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
Abstract
The embodiment of the invention discloses a method and device for obtaining a replacing cycle of a terminal device. The method provided by the embodiment of the invention comprises following steps of obtaining a first account, wherein the first account is a user account in a preset application program; obtaining a device identifier set corresponding to the first account, wherein the device identifier set comprises at least one device identifier, the device identifier is used for uniquely identifying the terminal device; obtaining a using duration respectively corresponding to each device identifier in the device identifier set; and calculating the replacing cycle of the terminal device corresponding to the first account according to the using duration respectively corresponding to each device identifier.
Description
Technical field
The present invention relates to computer realm, particularly relate to a kind of method and the device that obtain the terminating unit replacement cycle.
Background technology
The online web advertisement of brand mobile phone is after input, and selling transformation efficiency is the advertising results evaluation index that brand mobile phone advertisement master pays close attention to the most. If wanting mobile phone advertisement can precisely touch the user reaching and having potential purchase intention, then it is crucial for identifying the user that namely will renew mobile phone.
In prior art, it is (English: CustomerRelationshipManagement that mobile phone producer mainly relies on self-built customer relation management, abbreviation: CRM) the mobile phone sales date data of system, when the mobile phone extrapolating user uses long, and then the probability being about to change planes to user estimates. But, the shortcoming of this kind of method is that the number of users that the data of mobile phone producer cover is limited, it is difficult to meet the directed input needs of high overlay capacity, and, data sold by the mobile phone that CRM data in mobile phone producer is only single brand, can not containing all replacing mobile phone records of user, the probability of changing planes carrying out estimating target user according to these data can be too unilateral, it is difficult to meets the requirement that target is purchased machine user's recognition accuracy by advertiser.
Summary of the invention
Embodiments provide a kind of method and the device that obtain the terminating unit replacement cycle, it is possible to the cycle making the user calculated change terminating unit meets the truth of user more.
The embodiment of the present invention provides a kind of method obtaining the terminating unit replacement cycle, comprising:
Obtaining the first account, described first account is the user's account in preset application program;
Obtaining the equipment mark set that described first account is corresponding, the mark set of described equipment comprises at least one equipment mark, and shown equipment mark is used for unique marking terminal equipment;
Obtain when described equipment identifies the use that in set, each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to the first account described in the use duration calculation that described each equipment mark is corresponding respectively.
Optionally, the terminating unit replacement cycle that the first account described in the described use duration calculation corresponding respectively according to described each equipment mark is corresponding, comprising:
Calculating the mean value of length during the use of described each equipment mark, the terminating unit replacement cycle of described first account comprises described mean value.
Optionally, the terminating unit replacement cycle that the first account described in the described use duration calculation corresponding respectively according to described each equipment mark is corresponding, comprising:
When determining, from length during the use that described each equipment mark is corresponding respectively, the use being greater than default value long;
The mean value being greater than length during the use of default value described in calculating, the equipment replacement cycle of described first account comprises described mean value.
Optionally, described method also comprises:
Obtain the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively;
When determining use corresponding to each equipment brand from length during the use that described each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to equipment brand described in the use duration calculation that described equipment brand is corresponding.
Optionally, described method also comprises:
Obtain the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively;
When determining use corresponding to each unit type from length during the use that described each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to unit type described in the use duration calculation that described unit type is corresponding.
Optionally, described method also comprises:
When determining the first equipment mark and use corresponding to described first equipment mark long, described first equipment is designated the currently corresponding equipment mark of described first account;
The terminating unit replacement cycle corresponding taking the equipment brand that terminating unit replacement cycle corresponding to described first account, described first equipment mark are corresponding and terminating unit replacement cycle corresponding to unit type corresponding to described first equipment mark create decision tree classification model as learning sample;
According to length during the use that described decision tree classification model and described first equipment mark are corresponding, whether described first account is about to more exchange device mark and carries out decision-making.
Optionally, described method also comprises:
When determine described first account be about to more exchange device identify time, push pre-location information to described first account.
The present invention provides a kind of device obtaining the terminating unit replacement cycle on the other hand, comprising:
First acquisition module, for obtaining the first account, described first account is the user's account in preset application program;
2nd acquisition module, for obtaining equipment mark set corresponding to described first account, the mark set of described equipment comprises at least one equipment mark, and shown equipment mark is used for unique marking terminal equipment;
3rd acquisition module, long for obtaining when described equipment identifies the use that in set, each equipment mark is corresponding respectively;
First calculating module, for the terminating unit replacement cycle that the first account described in the use duration calculation corresponding respectively according to described each equipment mark is corresponding.
Optionally, the mean value of length during the use that described first calculating module identifies specifically for calculating described each equipment, the terminating unit replacement cycle of described first account comprises described mean value.
Optionally, when described first calculating module is specifically for determining, in length during the use corresponding respectively from described each equipment mark, the use being greater than default value long; The mean value being greater than length during the use of default value described in calculating, the equipment replacement cycle of described first account comprises described mean value.
Optionally, described device also comprises:
4th acquisition module, for obtaining the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively;
First determination module, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each equipment brand;
2nd calculating module, for the terminating unit replacement cycle that equipment brand described in the use duration calculation corresponding according to described equipment brand is corresponding.
Optionally, described device also comprises:
5th acquisition module, for obtaining the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively;
2nd determination module, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each unit type;
3rd calculating module, for the terminating unit replacement cycle that unit type described in the use duration calculation corresponding according to described unit type is corresponding.
Optionally, described device also comprises:
3rd determination module, long during for determining that the first equipment mark and described first equipment identify corresponding use, described first equipment is designated the currently corresponding equipment mark of described first account;
Creation module, the terminating unit replacement cycle corresponding for the equipment brand of the terminating unit replacement cycle corresponding taking described first account, described first equipment mark correspondence and described first equipment identify terminating unit replacement cycle corresponding to corresponding unit type as learning sample establishment decision tree classification model;
Whether decision-making module, be about to more exchange device mark for length during the use corresponding according to described decision tree classification model and described first equipment mark to described first account and carry out decision-making.
Optionally, described device also comprises:
Pushing module, for when determine described first account be about to more exchange device identify time, push pre-location information to described first account.
As can be seen from the above technical solutions, the embodiment of the present invention has the following advantages:
In the present invention, along with the widespread use of cellphone subscriber's application programs, owing to user is after registrer application, back-end data records when logging in this application program each time the duration of service of this user and the equipment mark for uniquely identifying the terminating unit used, therefore the change logging in, by same user, the terminating unit that this application program uses calculates the cycle that user changes terminating unit, the cycle that the user calculated like this changes terminating unit meets the truth of user more, be conducive to utilizing this replacement cycle to carry out the exactness of Correlative data analysis.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of an embodiment of the method for the acquisition terminating unit replacement cycle of the present invention;
Fig. 2 is the schematic flow sheet of another embodiment of the method for the acquisition terminating unit replacement cycle of the present invention;
Fig. 3 is the schematic flow sheet of another embodiment of the method for the acquisition terminating unit replacement cycle of the present invention;
Fig. 4 is the structural representation of an embodiment to decision tree classification model in the present embodiment;
Fig. 5 is the structural representation of an embodiment of the device of the acquisition terminating unit replacement cycle of the present invention;
Fig. 6 is the structural representation of an embodiment of the device of the acquisition terminating unit replacement cycle of the present invention;
Fig. 7 is the structural representation of an embodiment of the device of the acquisition terminating unit replacement cycle of the present invention
Fig. 8 is the structural representation of an embodiment of the device of the acquisition terminating unit replacement cycle of the present invention.
Embodiment
As shown in Figure 1, Fig. 1 is the schematic flow sheet of an embodiment of the method for the acquisition terminating unit replacement cycle of the present invention. In the present embodiment, the method obtaining the terminating unit replacement cycle comprises:
101, obtaining the first account, described first account is the user's account in preset application program.
In the present embodiment, preset application program is install application program on the terminal device, and wherein, this terminating unit can be mobile phone, panel computer etc., and preset application program can be chat software, Games Software, music software etc., does not limit at this. After user adopts the first account to log in this preset application program, server records the logon information of this first account, wherein, this first account is user's account that user registers in this preset application program, and this logon information comprises the landing time of this first account, downtime and logs in the equipment mark of the terminating unit that this preset application program uses.
Wherein, the equipment mark of terminating unit is used for unique this terminating unit of mark.For example, when terminating unit is for adopting global system for mobile communications (English: GlobalSystemforMobilecommunication, abbreviation: during the equipment of GSM) the band call function of standard, the International Mobile Equipment Identity code that the equipment of this terminating unit is designated this terminating unit is (English: InternationalMobileEquipmentIdentity, abbreviation: IMEI), when terminating unit is for adopting code division multple access (English: CodeDivisionMultipleAccess, abbreviation: during the equipment of CDMA) the band call function of standard, the mobile equipment identify code that the equipment of this terminating unit is designated this terminating unit is (English: MobileEquipmentIdentifier, abbreviation: MEID). or, the equipment mark of terminating unit can also be sequence number, and this is not restricted.
102, the equipment mark set that described first account is corresponding is obtained.
After determining the first account, it is possible to get this first account from the record of server and identify at each equipment that different time is corresponding respectively. For convenience of description, all devices mark corresponding to the first account being called equipment mark set, the mark set of this equipment comprises at least one equipment mark.
Due to the secret of personal account information in application program, the terminating unit that user generally adopts when login application program is individual private possession, and therefore equipment mark set corresponding to the first account can be regarded as the terminating unit that indicating user has respectively at different time. For example, the equipment identification sets that the first account is corresponding is combined into { MEID1, MEID2, MEID3}.
103, obtain when described equipment identifies the use that in set, each equipment mark is corresponding respectively long.
After determining the first account, the duration of service logged in each time of the first account and the equipment mark of correspondence determined in record according to server, the duration of service that each equipment mark logs in first time when occurring continuously and the last duration of service logged in can be determined, long when during continuity between these two duration of service, length is use corresponding to this equipment mark.
For example, in the record of server, equipment mark MEID1 first time corresponding to the first account when occurring the login time of this first account be February 1, equipment mark corresponding when first account logs in each time in February 2 to February 25 is MEID1, equipment mark corresponding when first account logged in each time from February 26 is MEID2, when so can determine use corresponding to MEID1, length is for long during continuity between February 1 and February 25, also namely 25 days.
104, the terminating unit replacement cycle that the first account according to the use duration calculation of described each equipment mark correspondence is corresponding.
When getting the use of each equipment mark correspondence after length, due to equipment mark unique expression terminating unit, long when therefore can determine the use of each terminating unit, and then calculate terminating unit replacement cycle corresponding to the first account. The method calculating the cycle that user changes terminating unit has multiple. Such as, the mean value calculating length during the use of each equipment mark correspondence changes the cycle of terminating unit, the terminating unit replacement cycle that also namely the first account is corresponding as user.
In the present embodiment, along with the widespread use of user's application programs, owing to user is after registrer application, back-end data records when logging in this application program each time the duration of service of this user and the equipment mark for uniquely identifying the terminating unit used, therefore the change logging in, by same user, the terminating unit that this application program uses calculates the cycle that user changes terminating unit, the cycle that the user calculated like this changes terminating unit meets the truth of user more, be conducive to utilizing this replacement cycle to carry out the exactness of Correlative data analysis.
Optionally, when determining the use of each equipment mark difference correspondence after length, when determining, from length during this use, the use being greater than default value long, and the mean value of length changes the cycle of terminating unit as user when calculating all uses being greater than this default value, the terminating unit replacement cycle that also namely the first account is corresponding. Owing to not getting rid of terminating unit that user uses other people to log in the possibility of preset application program, and the use time length ratio that in this kind of situation, equipment mark is corresponding is shorter. Therefore, it will be recognized that fail to grow up the terminating unit indicated by the equipment mark in default value when deployed and the terminating unit of non-user, so when calculating the terminating unit replacement cycle of user, length when being not more than the use of default value is weeded out. Terminating unit replacement cycle corresponding to the first account calculated like this can meet truth more.
In practical application, server also records the equipment brand that each equipment mark is corresponding. Optionally, as shown in Figure 2, Fig. 2 is the schematic flow sheet of another embodiment of the method for the acquisition terminating unit replacement cycle of the present invention. With embodiment illustrated in fig. 1 the difference is that, in the present embodiment, after calculating terminating unit replacement cycle corresponding to described first account, also comprise the following steps:
201, the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively is obtained.
When 202, determining use corresponding to each equipment brand from length during the use that described each equipment mark is corresponding respectively long.
203, the terminating unit replacement cycle that equipment brand according to use duration calculation corresponding to described equipment brand is corresponding.
For example, the equipment identification sets that the first account is corresponding is combined into { MEID1, MEID2, MEID3, MEID4, MEID5}. Wherein, when MEID1, MEID2 and MEID4 distinguish corresponding use, length is t1, t2, t4, and equipment brand corresponding respectively is brand A; When MEID3 and MEID5 distinguishes corresponding use, length is t3, t5, and corresponding equipment brand is brand B respectively, the terminating unit replacement cycle that so brand A is corresponding is (t1+t2+t4)/3, and the terminating unit replacement cycle that brand B is corresponding is (t3+t5)/2.
In practical application, the terminating unit of an equipment brand comprises the terminating unit of different unit type, also records the unit type that each equipment mark is corresponding in server. Further, optionally, as shown in Figure 3, Fig. 3 is the schematic flow sheet of another embodiment of the method for the acquisition terminating unit replacement cycle of the present invention. With embodiment illustrated in fig. 2 the difference is that, in the present embodiment, after getting terminating unit replacement cycle corresponding to described equipment brand, also comprise the following steps:
301, the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively is obtained.
When 302, determining use corresponding to each unit type from length during the use that described each equipment mark is corresponding respectively long.
303, the terminating unit replacement cycle that unit type according to use duration calculation corresponding to described unit type is corresponding.
For example, the unit type that equipment mark MEID1 and MEID2 is corresponding respectively is model m, and the terminating unit replacement cycle that so model m is corresponding is (t1+t2)/2; The unit type that MEID4 is corresponding is model n, and the terminating unit replacement cycle that so model n is corresponding is t4; The unit type that MEID3 and MEID5 is corresponding respectively is model p, and the terminating unit replacement cycle that so model p is corresponding is (t3+t5)/2.
In the present embodiment, optionally, after getting terminating unit replacement cycle corresponding to terminating unit replacement cycle corresponding to the first account, equipment brand and terminating unit replacement cycle corresponding to unit type, these data can also be analyzed, so that whether estimating user is changed terminating unit at present.
Concrete, in the method for the acquisition terminating unit replacement cycle of the present embodiment, also comprise the following steps:
When determining the first equipment mark and use corresponding to the first equipment mark long, this first equipment is designated the currently corresponding equipment mark of described first account. Concrete, this first equipment is designated equipment mark corresponding when the first account logs in for the last time. During use corresponding to the first equipment mark length refer to the first account first time in the record of server to should the first equipment identify time the perdurability of login time between current time.
The terminating unit replacement cycle corresponding taking the equipment brand that terminating unit replacement cycle corresponding to described first account, described first equipment mark are corresponding and terminating unit replacement cycle corresponding to unit type corresponding to described first equipment mark create decision tree classification model as learning sample. In the present embodiment, how creating decision tree classification model is prior art, does not repeat them here.
According to length during the use that described decision tree classification model and described first equipment mark are corresponding, whether described first account is about to more exchange device mark and carries out decision-making.
For aspect is understood, carry out citing description to the present embodiment creates decision tree classification model with a kind of specific embodiment carrying out decision-making below.
As shown in the table, following table is the concrete citing of terminating unit replacement cycle corresponding to unit type corresponding to terminating unit replacement cycle corresponding to equipment brand corresponding to terminating unit replacement cycle corresponding to the first account, described first equipment mark and described first equipment mark.
As shown in Figure 4, Fig. 4 is the structural representation of the decision tree classification model constructed by the learning sample data in upper table. in decision tree classification model shown in Fig. 4, when obtaining use corresponding to the first equipment mark long, when this use, the difference of the terminating unit replacement cycle that length is corresponding with the first account is less than x (x is greater than 0, concrete, x=3 in the present embodiment) time, can determine that the first account has the purpose changing corresponding equipment mark, also namely use the user of the first account to have the purpose changing terminating unit, the terminating unit replacement cycle that length is corresponding with the first account when this use is when being not less than x, whether the difference of the terminating unit replacement cycle that the equipment brand that when judging the use of the first equipment mark correspondence further, length is corresponding with the first equipment mark is corresponding is less than y, and (y is greater than 0, concrete, y=3 in the present embodiment), if, then can determine that the first account has the purpose changing corresponding equipment mark, if not, whether the difference of the terminating unit replacement cycle that the unit type that when then judging the use of the first equipment mark correspondence further, length is corresponding with the first equipment mark is corresponding is less than z, and (z is greater than 0, concrete, z=3 in the present embodiment), if, then can determine that the first account has the purpose changing corresponding equipment mark, if not, then can determine that the first account does not change the purpose of corresponding equipment mark, also the user of the first account is namely used not change the purpose of terminating unit. wherein, the numerical value of x, y, z three can equal can not also wait, and this is not restricted.
When decision tree classification model according to Fig. 4 and use corresponding to the first equipment mark long, decision-making can go out whether each first account is about to more exchange device mark, also namely whether have the purpose of more exchange device terminal, its result is as above shown in last row of table.
In the present embodiment, decision-tree model readability is good, has descriptive, contributes to manual analysis; And the efficiency height of decision-tree model, decision tree only needs once to build, Reusability, and the max calculation number of times predicted each time is no more than the degree of depth of decision tree. Therefore, the present embodiment adopting, whether user is had the purpose changing terminating unit to carry out decision-making by decision-tree model, it is possible to draw more effective result fast.
In the present embodiment, whether the first account is about to more exchange device mark and obtains after decision-making result, it may also be useful to the method for this decision-making result has multiple. Optionally, in the present embodiment, when determine the first account be about to more exchange device identify time, push pre-location information to this first account. For example, this pre-location information can be the sale advertising of terminating unit, or the sales promotion information in certain store etc., this is not restricted.
Above the method for the acquisition terminating unit replacement cycle of the present invention is described, below the device of the acquisition terminating unit replacement cycle of the present invention is described.
As shown in Figure 5, Fig. 5 is the structural representation of an embodiment of the device of the acquisition terminating unit replacement cycle of the present invention. The device 500 obtaining the terminating unit replacement cycle comprises:
First acquisition module 501, for obtaining the first account, described first account is the user's account in preset application program;
2nd acquisition module 502, for obtaining equipment mark set corresponding to described first account, the mark set of described equipment comprises at least one equipment mark, and shown equipment mark is used for unique marking terminal equipment;
3rd acquisition module 503, long for obtaining when described equipment identifies the use that in set, each equipment mark is corresponding respectively;
First calculating module 504, for the terminating unit replacement cycle that the first account described in the use duration calculation corresponding respectively according to described each equipment mark is corresponding.
In the present embodiment, along with the widespread use of cellphone subscriber's application programs, owing to user is after registrer application, back-end data records when logging in this application program each time the duration of service of this user and the equipment mark for uniquely identifying the terminating unit used, therefore the change logging in, by same user, the terminating unit that this application program uses calculates the cycle that user changes terminating unit, the cycle that the user calculated like this changes terminating unit meets the truth of user more, be conducive to utilizing this replacement cycle to carry out the exactness of Correlative data analysis.
Optionally, the mean value of length during the use that described first calculating module 504 identifies specifically for calculating described each equipment, the terminating unit replacement cycle of described first account comprises described mean value.
Optionally, when described first calculating module 504 is specifically for determining, in length during the use corresponding respectively from described each equipment mark, the use being greater than default value long; The mean value being greater than length during the use of default value described in calculating, the equipment replacement cycle of described first account comprises described mean value.
Optionally, as shown in Figure 6, described device 600 also comprises:
4th acquisition module 601, for obtaining the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively;
First determination module 602, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each equipment brand;
2nd calculating module 603, for the terminating unit replacement cycle that equipment brand described in the use duration calculation corresponding according to described equipment brand is corresponding.
Optionally, as shown in Figure 7, described device also comprises:
5th acquisition module 701, for obtaining the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively;
2nd determination module 702, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each unit type;
3rd calculating module 703, for the terminating unit replacement cycle that unit type described in the use duration calculation corresponding according to described unit type is corresponding.
Optionally, as shown in Figure 8, described device also comprises:
3rd determination module 801, long during for determining that the first equipment mark and described first equipment identify corresponding use, described first equipment is designated the currently corresponding equipment mark of described first account;
Creation module 802, the terminating unit replacement cycle corresponding for the equipment brand of the terminating unit replacement cycle corresponding taking described first account, described first equipment mark correspondence and described first equipment identify terminating unit replacement cycle corresponding to corresponding unit type as learning sample establishment decision tree classification model;
Whether decision-making module 803, be about to more exchange device mark for length during the use corresponding according to described decision tree classification model and described first equipment mark to described first account and carry out decision-making.
Optionally, described device also comprises:
Pushing module 804, for when determine described first account be about to more exchange device identify time, push pre-location information to described first account.
The explanation of the device obtaining the terminating unit replacement cycle referring to figs. 1 to description embodiment illustrated in fig. 4, can not repeat them here.
The technician of art can be well understood to, for convenience and simplicity of description, and the concrete working process of the system of foregoing description, device and unit, it is possible to reference to the corresponding process in aforementioned embodiment of the method, do not repeat them here.
In several embodiments that the application provides, it should be appreciated that, disclosed system, device and method, it is possible to realize by another way. Such as, device embodiment described above is only schematic, such as, the division of described unit, being only a kind of logic function to divide, actual can have other dividing mode when realizing, such as multiple unit or assembly can in conjunction with or another system can be integrated into, or some features can ignore, or do not perform. Another point, shown or discussed coupling each other or directly coupling or communication connection can be the indirect coupling by some interfaces, device or unit or communication connection, it is possible to be electrical, machinery or other form.
The described unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location, namely can be positioned at a place, or can also be distributed on multiple NE. Some or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it is also possible to is that the independent physics of each unit exists, it is also possible to two or more unit are in a unit integrated. Above-mentioned integrated unit both can adopt the form of hardware to realize, it is also possible to adopts the form of software functional unit to realize.
If described integrated unit realize using the form of software functional unit and as independent production marketing or when using, it is possible to be stored in a computer read/write memory medium.Based on such understanding, the technical scheme of the present invention in essence or says that part prior art contributed or all or part of of this technical scheme can embody with the form of software product, this computer software product is stored in a storage media, comprise some instructions with so that a computer equipment (can be Personal Computer, server, or the network equipment etc.) perform all or part of step of method described in each embodiment of the present invention. And aforesaid storage media comprises: USB flash disk, portable hard drive, read-only storage (ROM, Read-OnlyMemory), random access memory (RAM, RandomAccessMemory), magnetic disc or CD etc. various can be program code stored medium.
The above, above embodiment only in order to the technical scheme of the present invention to be described, is not intended to limit; Although with reference to previous embodiment to invention has been detailed description, it will be understood by those within the art that: the technical scheme described in foregoing embodiments still can be modified by it, or wherein part technology feature is carried out equivalent replacement; And these amendments or replacement, do not make the spirit and scope of the essence disengaging various embodiments of the present invention technical scheme of appropriate technical solution.
Claims (14)
1. one kind obtains the method for terminating unit replacement cycle, it is characterised in that, comprising:
Obtaining the first account, described first account is the user's account in preset application program;
Obtaining the equipment mark set that described first account is corresponding, the mark set of described equipment comprises at least one equipment mark, and shown equipment mark is used for unique marking terminal equipment;
Obtain when described equipment identifies the use that in set, each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to the first account described in the use duration calculation that described each equipment mark is corresponding respectively.
2. the method for acquisition terminating unit replacement cycle according to claim 1, it is characterised in that,
The terminating unit replacement cycle that first account described in the described use duration calculation corresponding respectively according to described each equipment mark is corresponding, comprising:
Calculating the mean value of length during the use of described each equipment mark, the terminating unit replacement cycle of described first account comprises described mean value.
3. the method for acquisition terminating unit replacement cycle according to claim 1, it is characterised in that, the terminating unit replacement cycle that the first account described in the described use duration calculation corresponding respectively according to described each equipment mark is corresponding, comprising:
When determining, from length during the use that described each equipment mark is corresponding respectively, the use being greater than default value long;
The mean value being greater than length during the use of default value described in calculating, the equipment replacement cycle of described first account comprises described mean value.
4. the method for acquisition terminating unit replacement cycle according to claim 1, it is characterised in that, described method also comprises:
Obtain the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively;
When determining use corresponding to each equipment brand from length during the use that described each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to equipment brand described in the use duration calculation that described equipment brand is corresponding.
5. the method for acquisition terminating unit replacement cycle according to claim 4, it is characterised in that, described method also comprises:
Obtain the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively;
When determining use corresponding to each unit type from length during the use that described each equipment mark is corresponding respectively long;
The terminating unit replacement cycle corresponding according to unit type described in the use duration calculation that described unit type is corresponding.
6. the method for acquisition terminating unit replacement cycle according to claim 5, it is characterised in that, described method also comprises:
When determining the first equipment mark and use corresponding to described first equipment mark long, described first equipment is designated the currently corresponding equipment mark of described first account;
The terminating unit replacement cycle corresponding taking the equipment brand that terminating unit replacement cycle corresponding to described first account, described first equipment mark are corresponding and terminating unit replacement cycle corresponding to unit type corresponding to described first equipment mark create decision tree classification model as learning sample;
According to length during the use that described decision tree classification model and described first equipment mark are corresponding, whether described first account is about to more exchange device mark and carries out decision-making.
7. the method for acquisition terminating unit replacement cycle according to claim 6, it is characterised in that, described method also comprises:
When determine described first account be about to more exchange device identify time, push pre-location information to described first account.
8. one kind obtains the device of terminating unit replacement cycle, it is characterised in that, comprising:
First acquisition module, for obtaining the first account, described first account is the user's account in preset application program;
2nd acquisition module, for obtaining equipment mark set corresponding to described first account, the mark set of described equipment comprises at least one equipment mark, and shown equipment mark is used for unique marking terminal equipment;
3rd acquisition module, long for obtaining when described equipment identifies the use that in set, each equipment mark is corresponding respectively;
First calculating module, for the terminating unit replacement cycle that the first account described in the use duration calculation corresponding respectively according to described each equipment mark is corresponding.
9. the device of acquisition terminating unit replacement cycle according to claim 8, it is characterised in that,
The mean value of length during the use that described first calculating module identifies specifically for calculating described each equipment, the terminating unit replacement cycle of described first account comprises described mean value.
10. the device of acquisition terminating unit replacement cycle according to claim 8, it is characterised in that, long when described first calculating module is specifically for determining, in length during the use corresponding respectively from described each equipment mark, the use being greater than default value; The mean value being greater than length during the use of default value described in calculating, the equipment replacement cycle of described first account comprises described mean value.
The device of 11. acquisition terminating unit replacement cycles according to claim 8, it is characterised in that, described device also comprises:
4th acquisition module, for obtaining the equipment brand that in the mark set of described equipment, each equipment mark is corresponding respectively;
First determination module, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each equipment brand;
2nd calculating module, for the terminating unit replacement cycle that equipment brand described in the use duration calculation corresponding according to described equipment brand is corresponding.
The device of 12. acquisition terminating unit replacement cycles according to claim 11, it is characterised in that, described device also comprises:
5th acquisition module, for obtaining the unit type that in the mark set of described equipment, each equipment mark is corresponding respectively;
2nd determination module, long during for length during the use corresponding respectively from described each equipment mark is determined use corresponding to each unit type;
3rd calculating module, for the terminating unit replacement cycle that unit type described in the use duration calculation corresponding according to described unit type is corresponding.
The device of 13. acquisition terminating unit replacement cycles according to claim 12, it is characterised in that, described device also comprises:
3rd determination module, long during for determining that the first equipment mark and described first equipment identify corresponding use, described first equipment is designated the currently corresponding equipment mark of described first account;
Creation module, the terminating unit replacement cycle corresponding for the equipment brand of the terminating unit replacement cycle corresponding taking described first account, described first equipment mark correspondence and described first equipment identify terminating unit replacement cycle corresponding to corresponding unit type as learning sample establishment decision tree classification model;
Whether decision-making module, be about to more exchange device mark for length during the use corresponding according to described decision tree classification model and described first equipment mark to described first account and carry out decision-making.
The device of 14. acquisition terminating unit replacement cycles according to claim 13, it is characterised in that, described device also comprises:
Pushing module, for when determine described first account be about to more exchange device identify time, push pre-location information to described first account.
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