CN106446082B - IOS device data digging method and system - Google Patents
IOS device data digging method and system Download PDFInfo
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- CN106446082B CN106446082B CN201610814193.3A CN201610814193A CN106446082B CN 106446082 B CN106446082 B CN 106446082B CN 201610814193 A CN201610814193 A CN 201610814193A CN 106446082 B CN106446082 B CN 106446082B
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
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- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
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Abstract
The present invention relates to computer software technical field, a kind of iOS device data digging method and system are provided, with the user information and record generated when collecting user using App.The system includes collector and memory, and collector includes collector administrative center, timer, collection work person and collection module, and memory includes data cached space, volatile data base, trust data library and memory module.The user data that technical solution proposed by the present invention can be collected into current iOS system is localized storage, under the premise of occupancy primary application program resource as few as possible, carries out uninterrupted collection user information and record on application backstage.
Description
Technical field
The invention belongs to computer software technical field, in particular to a kind of iOS device data digging method and system.
Background technique
Currently, with the fast development and extensive use of development of Mobile Internet technology, mobile intelligent terminal equipment is largely popularized
It is up to 116 minutes when the common people, mobile interchange network users averagely daily starting App, close to 2 hours, internet App industry city
Field competition is more fierce, how to improve safety and better user experience of the user using App, is current enterprise exploitation App
The problem of must be taken into consideration.A large amount of user information and record are also produced while user is using App, are believed using these records
It ceases to understand the behavior of mobile subscriber and user characteristics and carry out some researchs and be necessary.
By the excavation of mobile user data, the crowd characteristic using App, use habit can analyze, it can also be further
Numerical analysis is carried out to data, finally obtains the statistical nature of user behavior to establish user behavior, and in advance to user behavior
Trend is judged or is predicted, can be applied not only to the safety verification of user, it is also possible to the user experience of Lai Gaishan App, this
It is also of great significance for the development of mobile App.
Summary of the invention
[technical problems to be solved]
The object of the present invention is to provide a kind of iOS device data digging method and systems, to produce when collecting user using App
Raw user information and record.
[technical solution]
The present invention is achieved by the following technical solutions.
Present invention firstly relates to a kind of iOS device data digging system, including collector and memory, the collector packet
Include collector administrative center, timer, collection work person and collection module, the memory includes data cached space, interim
Database, trust data library and memory module,
The collection module is configured to: by collector administrative center one common background thread of unlatching, while
Start timer in the background thread, under the timing of timer by the background thread call different collection work persons to
Family habit data are collected；
The memory module is configured to: the user being collected into being accustomed to data and is stored in data cached space；Judgement is collected
To user be accustomed to the data volumes of data and whether exceed the maximum value in data cached space, if it is user's habit data are deposited
Enter volatile data base and Trusting eBusiness is carried out to the data of volatile data base, it, will if the data of volatile data base are credible
Data in volatile data base move into trust data library, otherwise the data of volatile data base are insincere, delete in volatile data base
Data.
As a preferred embodiment, the collection work person includes health data collecting worker, touches and collect
Worker, longitude and latitude collection work person, velocity information collection work person.
As another preferred embodiment, the health data collecting worker is configured to: in background thread
Asynchronous collection method in the lower health application library for calling iOS system of order, the number that carries out health data collecting and will be collected into
According to being back to collector administrative center.
As another preferred embodiment, the health data collecting worker is configured to: in background thread
Under order, all kinds of touch events are intercepted and captured by the customized subclass of UIApplication application class, and filter out
TouchBegin, TouchMove, TouchEnd three classes message obtain touch data and the touch data are back to collector
Administrative center.
As another preferred embodiment, the longitude and latitude collection work person is configured to: in the order of background thread
Under, geographic latitude and longitude where calling the geographical location acquisition methods collecting device of iOS system and by the data back to collector
Administrative center；The velocity information collection work person is configured to: under the order of background thread, call iOS system angle,
Acceleration collection method obtains after user holds the acceleration of equipment, user holds the space three-dimensional deflection angle of equipment, by this
Data back collector administrative center.
The invention further relates to a kind of iOS device data digging methods, including data collection and data to store,
The data collection includes:
A common background thread is opened by collector administrative center, while starting timer, In in the background thread
The background thread is called different collection work persons to be accustomed to data to user and is collected under the timing of timer；
The data storage includes:
The user being collected into is accustomed to data and is stored in data cached space；
Judge whether the data volume of the user being collected into habit data exceeds the maximum value in data cached space, if it is
User is accustomed to data deposit volatile data base and is transferred to next step, it is on the contrary then exit data Stored Procedure；
Trusting eBusiness is carried out to the data of volatile data base, if the data of volatile data base are credible, by nonce
Trust data library is moved into according to the data in library, it is on the contrary then delete the data in volatile data base.
As another preferred embodiment, the data collection include health data collecting, touch data collect,
Manage longitude and latitude collection, velocity information is collected.
As another preferred embodiment, the health data collecting includes: to call under the order of background thread
Asynchronous collection method in the health application library of iOS system carries out health data collecting and extremely receives the data back being collected into
Storage administrative center, the user health data include user's travel distance, user's walking step number.
As another preferred embodiment, the touch data collection includes: to pass through under the order of background thread
The customized subclass of UIApplication application class intercepts and captures all kinds of touch events, and filter out TouchBegin,
TouchMove, TouchEnd three classes message obtain touch data and the touch data are back to collector administrative center.
As another preferred embodiment, the geographic latitude and longitude collection includes: to adjust under the order of background thread
With the geographical location acquisition methods collecting device place geographic latitude and longitude of iOS system and by the data back into collector management
The heart；Velocity information collection includes: the angle that iOS system is called under the order of background thread, acceleration collection method,
It obtains after user holds the acceleration of equipment, user holds the space three-dimensional deflection angle of equipment, by the data back collector
Administrative center.
[beneficial effect]
Technical solution proposed by the present invention has the advantages that
The present invention is localized storage for the user data that current iOS system can be collected into, and accounts in as few as possible
Under the premise of with primary application program resource, uninterrupted collection user information and record are carried out on application backstage.Pass through mobile subscriber
The excavation of data can analyze the crowd characteristic using App, use habit, further can also carry out numerical analysis to data, most
Obtain the statistical nature of user behavior afterwards to establish user behavior, and user behavior trend is judged or predicted in advance, no
It can be applied only to the safety verification of user, it is also possible to the user experience of Lai Gaishan App.
Detailed description of the invention
Fig. 1 is the functional block diagram for the iOS device data digging system that the embodiment of the present invention one provides.
Specific embodiment
It to make the object, technical solutions and advantages of the present invention clearer, below will be to a specific embodiment of the invention
Carry out clear, complete description.
Embodiment one
Embodiment one is iOS device data digging system, and Fig. 1 is that the iOS device data that the embodiment of the present invention one provides are dug
The functional block diagram of pick system.As shown in Figure 1, the system includes collector 1 and memory 2.Wherein, collector 1 includes collector
Administrative center, timer, collection work person and collection module, memory 2 includes data cached space, volatile data base, credible
Database and memory module.Data cached space distribution is in the memory headroom of application application, volatile data base and trust data
Library is then stored in using in corresponding mobile phone sandbox.The storage size of three parts can be configured by application according to oneself demand big
It is small, using the design method hardly occupying system resources, the data for also facilitating management to store.
Collection module is configured to: opening a common background thread by collector administrative center, while after this
Start timer in platform thread, calls different collection work persons to practise user by the background thread under the timing of timer
Used data are collected.
Memory module is configured to: the user being collected into being accustomed to data and is stored in data cached space；What judgement was collected into
Whether the data volume that user is accustomed to data exceeds the maximum value in data cached space, and user is if it is accustomed to data deposit and is faced
When database and to the data of volatile data base carry out Trusting eBusiness will be interim if the data of volatile data base are credible
Data in database move into trust data library, otherwise the data of volatile data base are insincere, delete the number in volatile data base
According to.
In the present embodiment, collection work person includes health data collecting worker, touches collection work person, longitude and latitude collection work
Author, velocity information collection work person.
Specifically, health data collecting worker is configured to: the health of iOS system is called under the order of background thread
Asynchronous collection method in application library carries out health data collecting and by the data back being collected into collector administrative center.
Specifically, health data collecting worker is configured to: under the order of background thread, passing through
The customized subclass of UIApplication application class intercepts and captures all kinds of touch events, and filter out TouchBegin,
TouchMove, TouchEnd three classes message obtain touch data and the touch data are back to collector administrative center.
Specifically, longitude and latitude collection work person is configured to: under the order of background thread, calling the geographical position of iOS system
Geographic latitude and longitude where setting acquisition methods collecting devices and by the data back to collector administrative center；The velocity information is received
Collection worker is configured to: under the order of background thread, calling angle, the acceleration collection method of iOS system, obtains user
Hold the acceleration of equipment, after user holds the space three-dimensional deflection angle of equipment, by the data back collector administrative center.
The iOS device data digging method realized using the system in embodiment one can be implemented with reference to following specific methods
Example.
Embodiment two
Embodiment two is a kind of iOS device data digging method, and this method includes data collection and data storage.
Data collection includes:
A common background thread is opened by collector administrative center, while starting timer, In in the background thread
The background thread is called different collection work persons to be accustomed to data to user and is collected under the timing of timer.
The present embodiment is after data are collected into, and for occupying system resources few as far as possible, while being also convenient for abandoning in vain
Data etc. operation, take memory, volatile data base, the three kinds of modes in trust data library storage organization.Specifically, data store
Include:
The user being collected into is accustomed to data and is stored in data cached space；
Judge whether the data volume of the user being collected into habit data exceeds the maximum value in data cached space, if it is
User is accustomed to data deposit volatile data base and is transferred to next step, it is on the contrary then exit data Stored Procedure；
Trusting eBusiness is carried out to the data of volatile data base, if the data of volatile data base are credible, by nonce
Trust data library is moved into according to the data in library, it is on the contrary then delete the data in volatile data base.
Specifically, in the present embodiment, data collection includes health data collecting, touch data is collected, geographic latitude and longitude is received
Collection, velocity information are collected.
Wherein, health data collecting includes: different in the health application library for call under the order of background thread iOS system
Collection method is walked, carries out health data collecting and by the data back being collected into collector administrative center, the user health
Data include user's travel distance, user's walking step number.
Wherein, touch data collection includes: to pass through UIApplication application class under the order of background thread
Customized subclass intercept and capture all kinds of touch events, and filter out TouchBegin, TouchMove, TouchEnd three classes message, obtain
Collector administrative center is back to touch data and by the touch data.
Wherein, geographic latitude and longitude collection includes: that the geographical location of iOS system is called to obtain under the order of background thread
Geographic latitude and longitude where method collecting device and by the data back to collector administrative center；The velocity information collects packet
It includes: under the order of background thread, calling angle, the acceleration collection method of iOS system, obtain the acceleration that user holds equipment
After degree, user hold the space three-dimensional deflection angle of equipment, by the data back collector administrative center.
From above step it is found that the present embodiment is grasped by the collection that the method for running background thread carries out all kinds of asynchronous datas
Make, by test it is found that CPU shared by program entirety and ratio memory are lower, does not interfere with the normal of foreground main program substantially
Function.
Moreover, the present embodiment is that external acquisition data or the other kinds of data of deposit have also reserved operation interface.Pass through
The incoming data type for needing to obtain and storage mode, freely can obtain data in library from memory, volatile data base, trust data
And storing data, flexibility with higher.
As can be seen from the above embodiments, the user data that the embodiment of the present invention can be collected into for current iOS system into
Row localization storage is uninterruptedly collected under the premise of occupancy primary application program resource as few as possible using backstage
User information and record.By the excavation of mobile user data, the crowd characteristic using App, use habit can analyze, it can also
Further to data carry out numerical analysis, finally obtain the statistical nature of user behavior to establish user behavior, and in advance to
Family behavior trend is judged or is predicted, can be applied not only to the safety verification of user, it is also possible to the user's body of Lai Gaishan App
It tests.
It is to be appreciated that the embodiment of foregoing description is a part of the embodiments of the present invention, rather than whole embodiments, also not
It is limitation of the present invention.Based on the embodiment of the present invention, those of ordinary skill in the art are not making the creative labor premise
Under every other embodiment obtained, belong to protection scope of the present invention.
Claims (2)
1. a kind of iOS device data digging system, it is characterised in that including collector and memory, the collector includes collecting
Device administrative center, timer, collection work person and collection module, the memory include data cached space, volatile data base,
Trust data library and memory module,
The collection module is configured to: opening a common background thread by collector administrative center, while after this
Start timer in platform thread, calls different collection work persons to practise user by the background thread under the timing of timer
Used data are collected；
The memory module is configured to: the user that collection module is collected into is accustomed to data and is stored in data cached space；Judgement
Whether the data volume that the user being collected into is accustomed to data exceeds the maximum value in data cached space, and user is if it is accustomed to number
Trusting eBusiness is carried out according to deposit volatile data base and to the data of volatile data base, if the data of volatile data base are credible,
The data in volatile data base are then moved into trust data library, delete ephemeral data if the data of volatile data base are insincere
Data in library；The collection work person includes health data collecting worker, touches collection work person, longitude and latitude collection work
Person, velocity information collection work person, the health data collecting worker are configured to: calling under the order of background thread
Asynchronous collection method in the health application library of iOS system carries out health data collecting and extremely receives the data back being collected into
Storage administrative center；The touch collection work person is configured to: under the order of background thread, passing through UIApplication
The customized subclass of application class intercepts and captures all kinds of touch events, and filters out TouchBegin, TouchMove, TouchEnd
Three classes message obtains touch data and the touch data is back to collector administrative center；
The longitude and latitude collection work person is configured to: under the order of background thread, calling the geographical location acquisition side of iOS system
Geographic latitude and longitude where method collecting device and by the data back to collector administrative center；The velocity information collection work person
It is configured to: under the order of background thread, calling angle, the acceleration collection method of iOS system, obtain user and hold equipment
Acceleration, after user holds the space three-dimensional deflection angle of equipment, by the data back collector administrative center.
2. a kind of iOS device data digging method, it is characterised in that it is stored including data collection and data,
The data collection includes:
A common background thread is opened by collector administrative center, while starting timer in the background thread, in timing
The background thread is called different collection work persons to be accustomed to data to user and is collected under the timing of device；
The data storage includes:
The user being collected into is accustomed to data and is stored in data cached space；
Judge whether the data volume of the user being collected into habit data exceeds the maximum value in data cached space, will if it is use
Family habit data deposit volatile data base is simultaneously transferred to next step, on the contrary then exit data Stored Procedure；
Trusting eBusiness is carried out to the data of volatile data base, if the data of volatile data base are credible, by volatile data base
In data move into trust data library, the data in volatile data base are deleted if the data of volatile data base are insincere；Institute
Stating data collection includes health data collecting, touch data collection, geographic latitude and longitude collection, velocity information collection；
The health data collecting includes: the asynchronous receipts in the health application library for call under the order of background thread iOS system
Set method carries out health data collecting and by the data back being collected into collector administrative center, and the health data includes
User's travel distance, user's walking step number；The touch data collection includes: to pass through under the order of background thread
The customized subclass of UIApplication application class intercepts and captures all kinds of touch events, and filter out TouchBegin,
TouchMove, TouchEnd three classes message obtain touch data and the touch data are back to collector administrative center；Institute
Stating geographic latitude and longitude collection includes: the geographical location acquisition methods collecting device that iOS system is called under the order of background thread
Place geographic latitude and longitude and by the data back to collector administrative center；The velocity information collection includes: in background thread
Order under, call angle, the acceleration collection method of iOS system, obtain that user holds the acceleration of equipment, user holds and sets
After standby space three-dimensional deflection angle, by the data back collector administrative center.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610814193.3A CN106446082B (en) | 2016-09-09 | 2016-09-09 | IOS device data digging method and system |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610814193.3A CN106446082B (en) | 2016-09-09 | 2016-09-09 | IOS device data digging method and system |
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| CN106446082A CN106446082A (en) | 2017-02-22 |
| CN106446082B true CN106446082B (en) | 2019-11-05 |
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| CN110213445A (en) * | 2019-06-03 | 2019-09-06 | 四川长虹电器股份有限公司 | Login system and method are exempted from a kind of iOS application |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006092028A (en) * | 2004-09-21 | 2006-04-06 | Olympus Corp | Data collection device and data collection system |
| CN104298679A (en) * | 2013-07-18 | 2015-01-21 | 腾讯科技（深圳）有限公司 | Application service recommendation method and device |
| CN105260284A (en) * | 2015-10-19 | 2016-01-20 | 上海斐讯数据通信技术有限公司 | Method for monitoring using behaviors of users of mobile terminals |
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- 2016-09-09 CN CN201610814193.3A patent/CN106446082B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006092028A (en) * | 2004-09-21 | 2006-04-06 | Olympus Corp | Data collection device and data collection system |
| CN104298679A (en) * | 2013-07-18 | 2015-01-21 | 腾讯科技（深圳）有限公司 | Application service recommendation method and device |
| CN105260284A (en) * | 2015-10-19 | 2016-01-20 | 上海斐讯数据通信技术有限公司 | Method for monitoring using behaviors of users of mobile terminals |
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