CN108388655A - A kind of the channel monitoring method and computing device of application activating - Google Patents
A kind of the channel monitoring method and computing device of application activating Download PDFInfo
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- CN108388655A CN108388655A CN201810175525.7A CN201810175525A CN108388655A CN 108388655 A CN108388655 A CN 108388655A CN 201810175525 A CN201810175525 A CN 201810175525A CN 108388655 A CN108388655 A CN 108388655A
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Abstract
The invention discloses a kind of channel monitoring methods of application activating, suitable for being executed in computing device, the click data that user is directed to different application under different popularization activities is stored in the computing device, the click data includes major key, primary key attribute and click time, the major key includes application identities and device identification, the primary key attribute includes popularization activity mark and clicks mark, and this method includes：When application is activated, the activation data of application are obtained, the activation data include application identities, device identification and activationary time；By the application identities and device identification composition inquiry major key, searches from the click data that major key is identical as the inquiry major key using SQL query mode and the click time earlier than the activationary time primary key attribute；And corresponding popularization activity is determined according to the primary key attribute found and clicks channel.The invention also discloses corresponding computing devices.
Description
Technical field
The present invention relates to the channel monitoring methods and calculating of Internet technical field more particularly to a kind of application activating to set
It is standby.
Background technology
With the rapid development of mobile Internet, all kinds of mobile applications emerge one after another, in order to take off in being applied in magnanimity
Grain husk and go out, promoted and applied using various forms of " advertisements ", be imperative marketing methods at this stage.Simultaneously as moving
The feelings such as the market situation of dynamic side is more complicated, and monitoring of the advertisement technical threshold higher, data structure is complicated, and monitoring dimension index is more
Therefore condition has become the qualitative assessment of mobile Internet application, advertisement delivery effect the rigid demand of advertiser.
In advertisement release process, advertiser, can simultaneous selection multiple support channels (advertising media) dispensing in order to launch effect
Advertisement, user download application installation (activation) after clicking advertisement.And monitoring of the advertisement needs to know which canal download installation is by
What the click in road was brought, that is, need to carry out channel monitoring (activation attribution).And current activation attribution algorithm is all more numerous
Trivial and data processing amount is limited, can not carry out effective Data Migration storage.Accordingly, it is desirable to provide a kind of more effective channel prison
Prosecutor method.
Invention content
For this purpose, the present invention provides a kind of channel monitoring method scheme of application activating, on trying hard to solve or at least alleviate
Face there are the problem of.
According to an aspect of the invention, there is provided a kind of channel monitoring method of application activating, is suitable in computing device
Middle execution is stored with the click data that user is directed to different application under different popularization activities, hits in the computing device
According to including major key, primary key attribute and click time, major key includes application identities and device identification, and primary key attribute includes popularization activity
Mark and click mark, this method include：When application is activated, the activation data of application are obtained, activation data include answering
With mark, device identification and activationary time；By application identities and device identification composition inquiry major key, using SQL query mode from
Lookup major key is identical as the inquiry major key in click data and clicks primary key attribute of the time earlier than activationary time；And according to institute
The primary key attribute found determines corresponding popularization activity and clicks channel.
Optionally, in channel monitoring method according to the present invention, it includes precisely clicking and obscuring to click to click, accurate point
It hits and carries facility information, obscure and click no facility information.
Optionally, in channel monitoring method according to the present invention, the fuzzy device identification clicked is to send out pointing device
Device IP；The device identification precisely clicked is to send out the device id of pointing device, device id include IDFA, Mac,
AndroidId or IMEI.
Optionally, in channel monitoring method according to the present invention, it is according to corresponding to the clicking operation to click mark
The mark of http request distribution.
Optionally, in channel monitoring method according to the present invention, click data is stored with clickTable kit forms.
Optionally, in channel monitoring method according to the present invention, click data presses following format in clickTable
Storage：Appkey+ip/appeky+deviceId, campaignid+batchid, clickTime, wherein appkey are application
Mark, deviceId are device id, campaignid is popularization activity mark, batchid is click mark, clickTime is
Click the time.
Optionally, in channel monitoring method according to the present invention, the query statement of SQL query mode is select
Campaignid+batchid from clickTable where key=active.key and activeTime>
ClickTime, wherein active.key is inquiry major key, activeTime is activationary time.
According to another aspect of the present invention, a kind of computing device is provided, including：One or more processors；Memory；
With one or more programs, wherein one or more of programs are stored in the memory and are configured as by one
Or multiple processors execute, one or more of programs include the channel monitoring side for executing application activating as described above
The instruction of method.
In accordance with a further aspect of the present invention, a kind of computer-readable storage medium of the one or more programs of storage is provided
Matter, one or more of programs include instruction, and described instruction is when computing device executes so that the computing device executes such as
The channel monitoring method of the upper application activating.
According to the technique and scheme of the present invention, according to click whether with facility information be classified as precisely click and litura
It hits, and is uniformly stored in two kinds of clicks in clickTable using scheduled storage logical construction, which is unified for
Major key, primary key attribute and click time.In this way, when receiving activate message, so that it may the corresponding inquiry major key of construction, using SQL
Inquiry mode goes in clickTable to search corresponding primary key attribute, and uniquely determines corresponding click canal according to primary key attribute
Road.Here, for activation attribution logic simplifying at a SQL statement, SQL is unified language, is the public of all relational databases
Language can very easy be interpreted, and SQL query can accurately express the meaning of inquiry without producing ambiguity.Attribution logical expression
At a SQL statement, it is meant that attribution storage can use traditional relational data library storage and inquiry, to greatly expand
Big selectable memory range, such as SQL and NOSQL.The attribution method applicability of this application activating is wide, can effectively locate
Most of activation attribution scene is managed, data-handling efficiency and cost are improved.
Description of the drawings
To the accomplishment of the foregoing and related purposes, certain illustrative sides are described herein in conjunction with following description and drawings
Face, these aspects indicate the various modes that can put into practice principles disclosed herein, and all aspects and its equivalent aspect
It is intended to fall in the range of theme claimed.Read following detailed description in conjunction with the accompanying drawings, the disclosure it is above-mentioned
And other purposes, feature and advantage will be apparent.Throughout the disclosure, identical reference numeral generally refers to identical
Component or element.
Fig. 1 shows the schematic diagram of computing device 100 according to an embodiment of the invention；And
Fig. 2 shows the flow charts of the channel monitoring method 200 of application activating according to an embodiment of the invention.
Specific implementation mode
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
Fig. 1 is the block diagram of Example Computing Device 100.In basic configuration 102, computing device 100, which typically comprises, is
System memory 106 and one or more processor 104.Memory bus 108 can be used for storing in processor 104 and system
Communication between device 106.
Depending on desired configuration, processor 104 can be any kind of processing, including but not limited to：Microprocessor
(μ P), microcontroller (μ C), digital information processor (DSP) or any combination of them.Processor 104 may include such as
The cache of one or more rank of on-chip cache 110 and second level cache 112 etc, processor core
114 and register 116.Exemplary processor core 114 may include arithmetic and logical unit (ALU), floating-point unit (FPU),
Digital signal processing core (DSP core) or any combination of them.Exemplary Memory Controller 118 can be with processor
104 are used together, or in some implementations, and Memory Controller 118 can be an interior section of processor 104.
Depending on desired configuration, system storage 106 can be any type of memory, including but not limited to：Easily
The property lost memory (RAM), nonvolatile memory (ROM, flash memory etc.) or any combination of them.System stores
Device 106 may include operating system 120, one or more apply 122 and program data 124.In some embodiments,
It may be arranged to be operated using program data 124 on an operating system using 122.Program data 124 includes instruction, in root
In computing device 100 according to the present invention, program data 124 includes the finger of the construction method 200 for executing customer grouping model
It enables.
Computing device 100 can also include contributing to from various interface equipments (for example, output equipment 142, Peripheral Interface
144 and communication equipment 146) to basic configuration 102 via the communication of bus/interface controller 130 interface bus 140.Example
Output equipment 142 include graphics processing unit 148 and audio treatment unit 150.They can be configured as contribute to via
One or more port A/V 152 is communicated with the various external equipments of such as display or loud speaker etc.Outside example
If interface 144 may include serial interface controller 154 and parallel interface controller 156, they, which can be configured as, contributes to
Via one or more port I/O 158 and such as input equipment (for example, keyboard, mouse, pen, voice-input device, touch
Input equipment) or the external equipment of other peripheral hardwares (such as printer, scanner etc.) etc communicated.Exemplary communication is set
Standby 146 may include network controller 160, can be arranged to convenient for via one or more communication port 164 and one
The communication that other a or multiple computing devices 162 pass through network communication link.
Network communication link can be an example of communication media.Communication media can be usually presented as in such as carrier wave
Or the computer-readable instruction in the modulated data signal of other transmission mechanisms etc, data structure, program module, and can
To include any information delivery media." modulated data signal " can such signal, one in its data set or more
It is a or it change can the mode of coding information in the signal carry out.As unrestricted example, communication media can be with
Include the wire medium of such as cable network or private line network etc, and such as sound, radio frequency (RF), microwave, infrared
(IR) the various wireless mediums or including other wireless mediums.Term computer-readable medium used herein may include depositing
Both storage media and communication media.
Computing device 100 can be implemented as server, such as file server, database server, application program service
Device and WEB server etc. can also be embodied as a part for portable (or mobile) electronic equipment of small size, these electronic equipments
Can be such as cellular phone, personal digital assistant (PDA), personal media player device, wireless network browsing apparatus, individual
Helmet, application specific equipment or may include any of the above function mixing apparatus.Computing device 100 can also be real
It includes desktop computer and the personal computer of notebook computer configuration to be now.In some embodiments, 100 quilt of computing device
It is configured to execute the channel monitoring method 200 of application according to the present invention activation.
In general, advertiser can carry out advertisement promotion, user on different channels (such as today's tops, Tencent's news) to it
Advertisement link, i.e. a http request can be clicked, http is compared://link0.com/abc123Idfa=abcdefghigklmn＆
Osversion=11.2.5＆ip=113.96.59.42, is then downloaded and application installation comes into line activating.User pushes away in difference
When carrying out clicking operation for different application under wide activity, computing device 100 can be obtained and be stored will point related with the click
Hit data.When application is activated (as first switched on after being mounted), what computing device 100 can obtain that SDK uploaded again swashs
Live data, activation data generally comprise application identities appkey (uniquely distinguishing an application), the equipment id (apples of this application
The most commonly used is idfa for equipment, and for distinguishing an equipment, other addresses mac, No. imei etc. can also be used as equipment id)/equipment
The information such as IP address, device type, operating system version, these information are used for determining certain application in certain equipment.
Activation attribution is mainly matched by the click data of the activation data and user, and matched click is found,
Corresponding channel is found further according to click, to which activation is attributed to the amount that thus channel is brought.For example user is using today
The advertisement of " rub and visit bicycle " is had seen when top, user clicks advertisement.Today's tops can take the related letter of user equipment
Breath, such as idfa, and the relevant information is placed in the advertisement link parameter of " rub and visit bicycle " and issues computing device 100, it calculates
Equipment 100 receives this click and preserves.Equal users, which download, to be mounted with to rub when visiing bicycle and first switching on and can be set to calculating
Standby 100 send activate message, also have corresponding facility information in activate message, as click is with active information,
Then it is believed that this is clicked and activation matches, that is, have found the correspondence channel of the application activating.
Redis storages may be used when being stored to click data, storage organization and attribution algorithm are to rely on Redis
The design of feature itself, it is difficult to move to other storage.And, Redis again more difficult expansion increasing with the amount of ad click
Hold；So when it is desirable that switching to other storage from Redis, how realizing that attribution algorithm becomes one in new storage
Problem.In fact, either using any other data storage logic and attribution method, difficulty all can inevitably occur
The problem of dilatation and difficult Forward；And each have their own descriptive logical algorithm of other attribution logics, cause using process
In it is very chaotic, cannot carry out unification, and operate it is comparatively laborious.
And the present invention to the algorithm logic of attribution after carefully combing, form a kind of more effective channel monitoring
Method, this method, which will click on to be divided into precisely clicking and obscuring, clicks two classes, and facility information, iOS device are carried wherein precisely clicking
Facility information may be idfa, mac etc., the facility information of Android device may be AndroidId, mac etc.；Litura
Hit no facility information, therefore IP distinguishes equipment at that time using the equipment of click is sent out, although IP does not have equipment I, d is accurate,
It is that can also represent an equipment within a certain period of time.
Click data may include major key key, primary key attribute field and click time clickTime, and wherein major key can be with
Including application identities appeky and device identification (deviceId or IP), primary key attribute includes popularization activity mark campaignid
Batchid is identified with clicking.Here, appkey represents unique ID of one piece of mobile application；Campaignid represents a popularization
Movable id；Batchid is to click unique ID of distribution；Clicktime is to click the time；DeviceId represents equipment
Id, iOS device may be idfa, mac etc., and Android device may be AndroidId or mac etc.；IP is to send out pointing device
IP.Here, the mark that mark is the http request distribution corresponding to the clicking operation is clicked, which identifies corresponding points
Hit all information of operation, such as network address, required parameter.It can be accurately uniquely fixed according to mark and popularization activity mark is clicked
The corresponding clicking operation in position, that is, determine corresponding activation channel.It should be appreciated that the above-mentioned generation respectively identified may be used it is existing
Conventional identification generation method, the invention is not limited in this regard.For example, clicking mark uses the standard method provided in java
UUID is generated, such as：34067e6a8ab54f8284f2a41559f01458.
According to one embodiment of present invention, click data with clickTable kit forms store, i.e., with
ClickTable forms store, wherein precisely clicking and obscuring the storage logical construction clicked respectively such as Tables 1 and 2 institute
Show, as can be seen from the table, the present invention is unified the accurate data store organisation clicked and obscure click.
Table 1
Table 2
Based on above-mentioned data store organisation, you can carry out channel monitoring method according to the present invention.Fig. 2 shows according to this
The flow chart of the channel monitoring method 200 of the application activating of invention one embodiment is such as being counted suitable for being executed in computing device
It calculates and is executed in equipment 100.As described in Figure 2, this method starts from step S220.
In step S220, when application is activated, the activation data of application are obtained, which includes using mark
Know appkey, device identification (deviceId or IP) and activationary time activeTime.
Then, in step S240, by application identities and device identification composition inquiry major key, using SQL query mode from
Lookup major key is identical as the inquiry major key in click data and clicks primary key attribute of the time earlier than activationary time.Further,
Clicking the time may have multiple earlier than the primary key attribute of activationary time, lead to not effective attribution, therefore the present invention can inquire
Major key is identical as the inquiry major key and clicks time and the immediate primary key attribute of activationary time.
According to one embodiment of present invention, the query statement of SQL query mode is select campaignid+
Batchid from clickTable where key=active.key and activeTime>ClickTime, wherein
Active.key is inquiry major key, activeTime is activationary time.As it was noted above, the storage organization of click data is unified,
When receiving activate message in this way, inquiry major key is formed using appkey+ip (or appeky+deviceId), goes to preserve
Corresponding primary key attribute is searched in the clickTable of click, activation attribution logic simplifying is at above-mentioned SQL statement.
Following table, which respectively illustrates, precisely to be clicked and obscures the query example clicked, wherein first inquiry major key is
The inquiry major key of appkey+ device ids, Article 2 is appkey+IP.
Then, in step S260, corresponding popularization activity is determined according to the primary key attribute found and clicks channel.
As it was noted above, primary key attribute usually uniquely corresponds to a corresponding popularization activity and clickthrough, therefore the known hits
According to popularization activity mark and click mark, so that it may with uniquely determine corresponding popularization activity and click channel.
According to the technique and scheme of the present invention, when accurate click and fuzzy click being all made of major key, primary key attribute and clicked
Between storage logical construction be stored in clickTable, wherein major key includes application identities and device identification, primary key attribute packet
It includes popularization activity mark and clicks mark.In this way, when receiving activate message, so that it may the corresponding inquiry major key of construction, using SQL
Inquiry mode goes in clickTable to search corresponding primary key attribute, and uniquely determines corresponding click canal according to primary key attribute
Road.Here, for activation attribution logic simplifying at a SQL statement, SQL is unified language, is the public of all relational databases
Language can very easy be interpreted, and SQL query can accurately express the meaning of inquiry without producing ambiguity.Attribution logical expression
At a SQL statement, it is meant that attribution storage can use traditional relational data library storage and inquiry, to greatly expand
Big selectable memory range, such as SQL and NOSQL.The attribution method applicability of this application activating is wide, can effectively locate
Most of activation attribution scene is managed, data-handling efficiency and cost are improved.
Various technologies described herein are realized together in combination with hardware or software or combination thereof.To the present invention
Method and apparatus or the process and apparatus of the present invention some aspects or part can take embedded tangible media, such as it is soft
The form of program code (instructing) in disk, CD-ROM, hard disk drive or other arbitrary machine readable storage mediums,
Wherein when program is loaded into the machine of such as computer etc, and is executed by the machine, the machine becomes to put into practice this hair
Bright equipment.
In the case where program code executes on programmable computers, computing device generally comprises processor, processor
Readable storage medium (including volatile and non-volatile memory and or memory element), at least one input unit, and extremely
A few output device.Wherein, memory is configured for storage program code；Processor is configured for according to the memory
Instruction in the said program code of middle storage executes the channel monitoring method of the application activating of the present invention.
By way of example and not limitation, computer-readable medium includes computer storage media and communication media.It calculates
Machine readable medium includes computer storage media and communication media.Computer storage media storage such as computer-readable instruction,
The information such as data structure, program module or other data.Communication media is generally modulated with carrier wave or other transmission mechanisms etc.
Data-signal processed embodies computer-readable instruction, data structure, program module or other data, and includes that any information passes
Pass medium.Above any combination is also included within the scope of computer-readable medium.
In the instructions provided here, algorithm and display not with any certain computer, virtual system or other
Equipment is inherently related.Various general-purpose systems can also be used together with the example of the present invention.As described above, it constructs this kind of
Structure required by system is obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that can
With using various programming languages realize invention described herein content, and the description that language-specific is done above be for
Disclose the preferred forms of the present invention.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice without these specific details.In some instances, well known method, knot is not been shown in detail
Structure and technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：It is i.e. required to protect
Shield the present invention claims the feature more features than being expressly recited in each claim.More precisely, as following
As claims reflect, inventive aspect is all features less than single embodiment disclosed above.Therefore, it abides by
Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself
As a separate embodiment of the present invention.
Those skilled in the art should understand that the module of the equipment in example disclosed herein or unit or groups
Part can be arranged in equipment as depicted in this embodiment, or alternatively can be positioned at and the equipment in the example
In different one or more equipment.Module in aforementioned exemplary can be combined into a module or be segmented into addition multiple
Submodule.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment
Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment
Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power
Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning can arbitrary combination use.
In addition, be described as herein can be by the processor of computer system or by executing for some in the embodiment
The combination of method or method element that other devices of the function are implemented.Therefore, have for implementing the method or method
The processor of the necessary instruction of element forms the device for implementing this method or method element.In addition, device embodiment
Element described in this is the example of following device：The device is used to implement performed by the element by the purpose in order to implement the invention
Function.
As used in this, unless specifically stated, come using ordinal number " first ", " second ", " third " etc.
Description plain objects are merely representative of the different instances for being related to similar object, and are not intended to imply that the object being described in this way must
Must have the time it is upper, spatially, in terms of sequence or given sequence in any other manner.
Although the embodiment according to limited quantity describes the present invention, above description, the art are benefited from
It is interior it is clear for the skilled person that in the scope of the present invention thus described, it can be envisaged that other embodiments.Additionally, it should be noted that
The language that is used in this specification primarily to readable and introduction purpose and select, rather than in order to explain or limit
Determine subject of the present invention and selects.Therefore, without departing from the scope and spirit of the appended claims, for this
Many modifications and changes will be apparent from for the those of ordinary skill of technical field.For the scope of the present invention, to this
The done disclosure of invention is illustrative and not restrictive, and it is intended that the scope of the present invention be defined by the claims appended hereto.
Claims (9)
1. a kind of channel monitoring method of application activating stores useful suitable for being executed in computing device in the computing device
Family is directed to the click data of different application under different popularization activities, and the click data includes major key, primary key attribute and click
Time, the major key include application identities and device identification, and the primary key attribute includes popularization activity mark and clicks mark, should
Method includes：
When application is activated, the activation data of application are obtained, the activation data include application identities, device identification and swash
Live time；
By the application identities and device identification composition inquiry major key, searched from the click data using SQL query mode
Major key is identical as the inquiry major key and clicks primary key attribute of the time earlier than the activationary time；And
Corresponding popularization activity is determined according to the primary key attribute found and clicks channel.
2. channel monitoring method as described in claim 1, wherein described click includes precisely clicking and obscuring to click, described
It precisely clicks and carries facility information, the fuzzy no facility information of click.
3. channel monitoring method as claimed in claim 2, wherein
The device identification of the fuzzy click is to send out the device IP of pointing device；
The device identification precisely clicked is to send out the device id of pointing device, the device id include IDFA, Mac,
AndroidId or IMEI.
4. channel monitoring method as described in claim 1, wherein the click mark is according to corresponding to the clicking operation
The mark of http request distribution.
5. channel monitoring method as described in claim 1, wherein the click data is deposited with clickTable kit forms
Storage.
6. channel monitoring method as claimed in claim 5, wherein the click data presses following format in clickTable
Storage：Appkey+ip/appeky+deviceId, campaignid+batchid, clickTime, wherein appkey are application
Mark, deviceId are device id, campaignid is popularization activity mark, batchid is click mark, clickTime is
Click the time.
7. such as channel monitoring method described in claim 5 or 6, wherein the query statement of SQL query mode is select
Campaignid+batchid from clickTable where key=active.key and activeTime>
ClickTime, wherein active.key is inquiry major key, activeTime is activationary time.
8. a kind of computing device, including：
One or more processors；
Memory；And
One or more programs, wherein one or more of programs are stored in the memory and are configured as by described one
A or multiple processors execute, and one or more of programs include for executing the method according to claim 1-7
In either method instruction.
9. a kind of computer readable storage medium of the one or more programs of storage, one or more of programs include instruction,
Described instruction is when executed by a computing apparatus so that the computing device executes in the method according to claim 1-7
Either method.
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| CN201810175525.7A CN108388655A (en) | 2018-03-02 | 2018-03-02 | A kind of the channel monitoring method and computing device of application activating |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110569639A (en) * | 2019-08-21 | 2019-12-13 | 上海易点时空网络有限公司 | Application program equipment activation method and device based on asynchronous processing |
| CN110910165A (en) * | 2019-10-29 | 2020-03-24 | 深圳市星河互动科技有限公司 | Multi-channel attribution method and related equipment |
| CN111784380A (en) * | 2020-06-05 | 2020-10-16 | 北京沃东天骏信息技术有限公司 | Advertisement putting attribution method and device |
| CN111813283A (en) * | 2020-06-12 | 2020-10-23 | 北京字节跳动网络技术有限公司 | Application file identifier searching method, device, medium and electronic equipment |
| CN112217880A (en) * | 2020-09-24 | 2021-01-12 | 北京火山引擎科技有限公司 | Attribution method, attribution device, attribution medium and electronic equipment for application program activation |
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