CN109213911A - A kind of network data acquisition system - Google Patents
A kind of network data acquisition system Download PDFInfo
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Abstract
The present invention discloses a kind of network data acquisition system, including region division module, network data acquisition module, data memory module, Cloud Server and display terminal, Cloud Server is connect with region division module, network data acquisition module, data memory module and display terminal respectively, and network data acquisition module is connect with data memory module.Network data acquisition system provided by the invention, the dbase in mobile terminal and immobile terminal is obtained by using network technology, each software operation duration and each software login times are analyzed and are counted, and then it counts each software in each region and promotes the use of the total popularization and use coefficient of coefficient and same software in detection zone, improve acquisition and the analysis efficiency of network data, reference is provided for administrative staff, simultaneously, the popularization and use effect of each software is understood convenient for administrative staff, and then software convenient for administrative staff that the ad distribution that need to be launched is high to popularization and use coefficient, improve the income for promoting advertisement.
Description
Technical field
The invention belongs to data acquisition technology fields, are related to a kind of network data acquisition system.
Background technique
" network data acquisition " refers to targeted, professional, accuracy using the realization of internet search engine technology
Data grabber, and data classification is carried out according to certain rule and screening criteria, and form a process of database file.
For existing network data during acquisition, it is low that there are collecting efficiencies, and can not to the network data of acquisition into
Row is fast and effeciently analyzed, such as existing software category is more, and user can carry out under software on mobile phone, plate, computer
It carries and uses, but accurately acquisition and analysis can not be carried out to the behaviour in service of each software, particular for needing to launch advertisement
Client, in order to improve launch advertisement client maximum benefit, need to the use to each software effectively assessed, now set
Count a kind of network data acquisition system.
Summary of the invention
The purpose of the present invention is to provide a kind of network data acquisition system, solve existing network data acquire it is soft
During part use, there are problems that collecting efficiency it is low and can not the behaviour in service to software effectively assessed.
The purpose of the present invention can be achieved through the following technical solutions:
A kind of network data acquisition system, including region division module, network data acquisition module, data memory module,
Cloud Server and display terminal, Cloud Server respectively with region division module, network data acquisition module, data memory module and
Display terminal connection, network data acquisition module are connect with data memory module；
Region division module is used to divide the region that need to be acquired, and is divided into the rectangular area of several area equations,
Each rectangular area is numbered according to the sequence of setting, is followed successively by 1,2 ..., i ..., n；
Network data acquisition module is used for the mobile terminal quantity and the progress of immobile terminal quantity in each rectangular area
Statistics constitutes mobile terminal magnitude-set and immobile terminal magnitude-set, and wherein mobile terminal is mobile phone, the mobile terminal
Magnitude-set is A (a1, a2 ..., ai ..., an), and ai is expressed as the quantity of mobile terminal in i-th each rectangular area, non-moving
Terminal is ipad, computer etc., and the immobile terminal magnitude-set is B (b1, b2 ..., bi ..., bn), and bi is expressed as i-th
The quantity of immobile terminal in each rectangular area, network data acquisition module is to mobile terminal magnitude-set and immobile terminal number
The mobile end that dbase, each software runing time and login coefficient in duration set in each terminal are obtained, and will acquire
Dbase in end and immobile terminal, in each terminal software runing time and login times be respectively sent to Cloud Server and
Data memory module；
Data memory module obtains each mobile terminal and non-in each rectangular area that module is sent for receiving network data
Dbase, each software runing time and the login times that mobile terminal is sent, and different software is stored in data memory module
The keyword of the corresponding dbase of type and dbase；
Cloud Server receiving network data obtains each mobile terminal and immobile terminal in each rectangular area that module is sent
The dbase of transmission, each software runing time and login times, and each mobile terminal and immobile terminal in each rectangular area
It is numbered respectively, is followed successively by 1,2...., k ..., x and 1,2...., k ..., y, and to all dbases according to setting
Sequence be numbered, respectively 1,2 ..., j ..., m, in each rectangular area the dbase of each mobile terminal respectively with number
It is compared one by one according to dbases all in memory module, obtains mobile terminal software comparison collection and be combined into Cik(cik1,
cik2,...,cikj,...,cikM), cikJ is expressed as in the i-th rectangular area that each dbase is deposited with data in k-th of mobile terminal
The reduced value of j-th of dbase stored in storage module, if each dbase in k-th of mobile terminal in the i-th rectangular area
Match with j-th of dbase, then takes cikJ=1；By the dbase of each immobile terminal in each rectangular area respectively with number
It is compared one by one according to softwares all in memory module, obtains immobile terminal software comparison set Dik(dik1,dik2,...,
dikj,...,dikM), dikJ is expressed as in the i-th rectangular area each dbase and data memory module in k-th of immobile terminal
The reduced value of j-th of dbase of middle storage, if each dbase and jth in k-th of immobile terminal in the i-th rectangular area
A dbase matches, then takes dikJ=1；
Cloud Server counts the runing time of each software in each mobile terminal and immobile terminal, and is divided into
Some time counts the operation cumulative time of each software in each period, obtain mobile terminal software runing time set and
Immobile terminal software runing time set, wherein transfer terminal software runing time set Eikj(eikj1,eikj2,...,
eikjf,...,eikjV), immobile terminal software runing time set Fikj(fikj1,fikj2,...,fikjf,...,fikjV), Eikj
Time duration of j-th of the software within each period, e in k-th of mobile terminal are expressed as in the i-th rectangular areaikjF is expressed as
The time duration that j-th of software is run within f-th of period in k-th of mobile terminal in i-th rectangular area, FikjIt is expressed as
Time duration of j-th of the software within each period, f in k-th of immobile terminal in i-th rectangular areaikjF is expressed as the i-th square
The time duration that j-th of software is run within f-th of period in k-th of immobile terminal in shape region；
Several standard operation duration models of operation cumulative time and setting of the Cloud Server by each software within each period
It encloses and is compared one by one, obtain mobile terminal software operation comparison set and immobile terminal software operation comparison set, it is described
Standard operation duration range be respectively 0-2h, 2-4h, 4-6h ..., (2n-2) -2n, and different standard operation duration is corresponding not
With operation duration grade, the corresponding operation duration grade of standard operation duration range is respectively 1,2,3 ..., n, difference operation
Time grade corresponds to different operation weight ratios, respectively g1, g2, g3 ..., gn, g1 < g2 < g3 < ... < gn, and g1+
G2+g3+...+gn=1；
By mobile terminal software runing time set EikjIn each period time duration and several standard operation duration ranges
It is compared one by one, obtains running of mobile terminal class set E "ikj(e″ikj1,e″ikj2,...,e″ikjf,...,e″ikjV),
e″ikjF is expressed as in the i-th rectangular area j-th of software runing time etc. within f-th of period in k-th of immobile terminal
Grade, will take mobile terminal software runing time set FikjIn each period time duration and several standard operation duration ranges into
Row compares one by one, obtains immobile terminal Operation class set F "ikj(f″ikj1,f″ikj2,...,f″ikjf,...,f″ikjV),
f″ikjF is expressed as in the i-th rectangular area j-th of software runing time etc. within f-th of period in k-th of immobile terminal
Grade, meanwhile, Cloud Server is according to runing time etc. in running of mobile terminal class set and immobile terminal Operation class set
Grade is compared one by one with corresponding runing time grade, obtains the corresponding weight of running of mobile terminal time grade and non-moving
The corresponding weight of terminal operating time grade, the corresponding weight of the running of mobile terminal time grade is respectively ge "ikj1,
ge″ikj2,...,ge″ikjf,...,ge″ikjV, the corresponding weight of the immobile terminal runing time grade is respectively gf "ikj1,gf″ikj2,...,gf″ikjf,...,gf″ikjv；
It is each soft that Cloud Server receiving network data obtains each mobile terminal cumulative level in each rectangular area that module is sent
The number of part respectively constitutes mobile terminal software login times set and immobile terminal software login times set, mobile whole
Hold software login times set Hik(hik1,hik2,...,hikj,...,hikM), immobile terminal software login times set Rik
(rik1,rik2,...,rikj,...,rikM), hikJ is expressed as in the i-th rectangular area that j-th of software is stepped in k-th of mobile terminal
The total degree of record, rikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of immobile terminal.
Cloud Server passes through to dbase, each software operation duration and each software in mobile terminal and immobile terminal
Login times count each software in each region and promote the use of coefficient, are understood according to the popularization and use coefficient of each software in each region each
The situation that software uses in region, and total popularization and use coefficient of the same software in each rectangular area is counted, Cloud Server will
Each software promotes the use of coefficient in each region and total coefficient of promoting the use of is sent to display terminal；
Display terminal is used to receive each software in each region of Cloud Server transmission and promotes the use of coefficient and the software
It is total to promote the use of coefficient and shown.
Further, the software type includes Games Software type, exchange software type, shopping software type, music
Software type, wherein Games Software type includes disappearing find pleasure in, pass through firewire, plant Great War corpse, and exchange software type includes micro-
Letter, QQ, shopping software type include Jingdone district, Taobao, spell the more, only product can wait music softwares type include QQ music, Netease's cloud,
KuGoo music.
Further, the corresponding weight ratio of each software is different in mobile terminal, respectively gcik1,gcik2,...,
gcikj,...,gcikM, and gcik1+gcik2+...+gcikj+...+gcik< 1, gcikJ is expressed as in the i-th rectangular area k-th
The specific gravity of all dbases shared by j-th of dbase in mobile terminal.
Further, weight ratio shared by each dbase is different in immobile terminal, respectively gdik1,
gdik2,...,gdikj,...,gdikM, and gdik1+gdik2+...+gdikj+...+gdikM < 1, gcik1+...+gcikj+...+
gcik+gdik1+...+gdikj+...+gdikM=1, gdikJ is expressed as in the i-th rectangular area j-th in k-th of immobile terminal
Dbase specific gravity shared in all dbases.
Further, the calculation formula of each software popularization and use coefficient is in each region
,
Wherein, cikJ is expressed as in the i-th rectangular area in k-th of mobile terminal in each dbase and data memory module
The reduced value of j-th of dbase of storage, gcikJ is expressed as in the i-th rectangular area j-th of software name in k-th of mobile terminal
Claim the specific gravity of shared all dbases, dikJ be expressed as in the i-th rectangular area in k-th of immobile terminal each dbase with
The reduced value of j-th of the dbase stored in data memory module, gdikJ be expressed as in the i-th rectangular area k-th it is non-moving
J-th of dbase specific gravity shared in all dbases, e in terminalikjF is expressed as k-th of shifting in the i-th rectangular area
The time duration that j-th of software is run within f-th of period in dynamic terminal, fikjF be expressed as in the i-th rectangular area k-th it is non-
The time duration that j-th of software is run within f-th of period in mobile terminal, e "ikjF is expressed as kth in the i-th rectangular area
J-th of software runing time grade, ge " within f-th of period in a mobile terminalikjF is expressed as kth in the i-th rectangular area
J-th of software weighted value corresponding to runing time grade, f " within f-th of period in a mobile terminalikjF is expressed as
J-th of software runing time grade, gf " within f-th of period in k-th of immobile terminal in i-th rectangular areaikjF is indicated
It is j-th of software in k-th of immobile terminal in the i-th rectangular area within f-th of period corresponding to runing time grade
Weighted value, hikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of mobile terminal, rikJ is indicated
The total degree logged in for j-th of software in k-th of immobile terminal in the i-th rectangular area.
Further, the calculation formula of total popularization and use coefficient of the same software in each rectangular area isQijIt is expressed as the corresponding popularization and use coefficient of j-th of software in i-th each rectangular area.
Beneficial effects of the present invention:
Network data acquisition system provided by the invention, by being divided into several rectangular areas to detection zone, convenient for pair
The software information in mobile terminal and immobile terminal in each rectangular area is obtained, convenient for each soft in analysis different zones
The popularization and use coefficient of part, avoids region from becoming privileged；
Cloud Server simultaneously combines network data acquisition module to the software name in the mobile terminal and immobile terminal of acquisition
Title, each software operation duration and each software login times are analyzed and are counted, and then each software popularization makes in each region of statistics
With the total popularization and use coefficient of coefficient and same software in detection zone, the acquisition and analysis for improving network data are imitated
Rate, convenient for providing the data of reference for administrative staff, meanwhile, the popularization and use effect of each software is intuitively understood convenient for administrative staff
Fruit, and then software convenient for administrative staff that the ad distribution that need to be launched is high to popularization and use coefficient, improve and promote advertisement
Income.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will be described below to embodiment required
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of schematic diagram of network data acquisition system of the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
Refering to Figure 1, a kind of network data acquisition system, including region division module, network data acquisition module,
Data memory module, Cloud Server and display terminal, Cloud Server respectively with region division module, network data acquisition module,
Data memory module is connected with display terminal, and network data acquisition module is connect with data memory module；
Region division module is used to divide the region that need to be acquired, and is divided into the rectangular area of several area equations,
Each rectangular area is numbered according to the sequence of setting, is followed successively by 1,2 ..., i ..., n；
Network data acquisition module is used for the mobile terminal quantity and the progress of immobile terminal quantity in each rectangular area
Statistics constitutes mobile terminal magnitude-set and immobile terminal magnitude-set, and wherein mobile terminal is mobile phone, the mobile terminal
Magnitude-set is A (a1, a2 ..., ai ..., an), and ai is expressed as the quantity of mobile terminal in i-th each rectangular area, non-moving
Terminal is ipad, computer etc., and the immobile terminal magnitude-set is B (b1, b2 ..., bi ..., bn), and bi is expressed as i-th
The quantity of immobile terminal in each rectangular area, and to each terminal in mobile terminal magnitude-set and immobile terminal magnitude-set
In dbase, each software runing time and log in the coefficient mobile terminal and immobile terminal that are obtained, and will acquire
In dbase, software runing time and login times are respectively sent to Cloud Server and data memory module in each terminal；
Data memory module obtains each mobile terminal and non-in each rectangular area that module is sent for receiving network data
Dbase, each software runing time and the login times that mobile terminal is sent, and different software is stored in data memory module
The keyword of the corresponding dbase of type and dbase, the software type include Games Software type, exchange software
Type, shopping software type, music software type etc., wherein Games Software type includes disappearing find pleasure in, pass through firewire, plant Great War
Corpse etc., exchange software type include wechat, QQ etc., and shopping software type includes Jingdone district, Taobao, the more, only product can wait for spelling, sound
Happy software type includes QQ music, Netease's cloud, KuGoo music etc.；
Cloud Server receiving network data obtains each mobile terminal and immobile terminal in each rectangular area that module is sent
The dbase of transmission, each software runing time and login times, and each mobile terminal and immobile terminal in each rectangular area
It is numbered respectively, is followed successively by 1,2...., k ..., x and 1,2...., k ..., y, and to all dbases according to setting
Sequence be numbered, respectively 1,2 ..., j ..., m, in each rectangular area the dbase of each mobile terminal respectively with number
It is compared one by one according to dbases all in memory module, obtains mobile terminal software comparison collection and be combined into Cik(cik1,
cik2,...,cikj,...,cikM), the corresponding weight ratio of each software is different in mobile terminal, respectively gcik1,
gcik2,...,gcikj,...,gcikM, and gcik1+gcik2+...+gcikj+...+gcik< 1, cikJ is expressed as the i-th rectangle region
The reduced value of j-th of the dbase stored in each dbase and data memory module in k-th of mobile terminal in domain, if the
Each dbase matches with j-th of dbase in k-th of mobile terminal in the rectangular area i, then takes cikJ=1, gcikJ table
The specific gravity of all dbases shared by j-th of dbase in k-th of mobile terminal is shown as in the i-th rectangular area；By each rectangle
The dbase of each immobile terminal is compared with softwares all in data memory module one by one respectively in region, obtains non-shifting
Dynamic terminal software compares set Dik(dik1,dik2,...,dikj,...,dikM), in immobile terminal shared by each dbase
Weight ratio is different, respectively gdik1,gdik2,...,gdikj,...,gdikM, and gdik1+gdik2+...+gdikj+...+
gdikM < 1, gcik1+...+gcikj+...+gcik+gdik1+...+gdikj+...+gdikM=1, dikJ is expressed as the i-th rectangle region
The reduced value of j-th of the dbase stored in each dbase and data memory module in k-th of immobile terminal in domain, if
Each dbase matches with j-th of dbase in k-th of immobile terminal in i-th rectangular area, then takes dikJ=1,
gdikJ is expressed as in the i-th rectangular area the ratio that j-th of dbase is shared in all dbases in k-th of immobile terminal
Weight；
Cloud Server counts the runing time of each software in each mobile terminal and immobile terminal, and is divided into
Some time counts the operation cumulative time of each software in each period, obtain mobile terminal software runing time set and
Immobile terminal software runing time set, wherein transfer terminal software runing time set Eikj(eikj1,eikj2,...,
eikjf,...,eikjV), immobile terminal software runing time set Fikj(fikj1,fikj2,...,fikjf,...,fikjV), Eikj
Time duration of j-th of the software within each period, e in k-th of mobile terminal are expressed as in the i-th rectangular areaikjF is expressed as
The time duration that j-th of software is run within f-th of period in k-th of mobile terminal in i-th rectangular area, FikjIt is expressed as
Time duration of j-th of the software within each period, f in k-th of immobile terminal in i-th rectangular areaikjF is expressed as the i-th square
The time duration that j-th of software is run within f-th of period in k-th of immobile terminal in shape region；
Several standard operation duration models of operation cumulative time and setting of the Cloud Server by each software within each period
It encloses and is compared one by one, obtain mobile terminal software operation comparison set and immobile terminal software operation comparison set, it is described
Standard operation duration range be respectively 0-2h, 2-4h, 4-6h ..., (2n-2) -2n, and different standard operation duration is corresponding not
With operation duration grade, the corresponding operation duration grade of standard operation duration range is respectively 1,2,3 ..., n, difference operation
Time grade corresponds to different operation weight ratios, respectively g1, g2, g3 ..., gn, g1 < g2 < g3 < ... < gn, and g1+
G2+g3+...+gn=1；
By mobile terminal software runing time set EikjIn each period time duration and several standard operation duration ranges
It is compared one by one, obtains running of mobile terminal class set E "ikj(e″ikj1,e″ikj2,...,e″ikjf,...,e″ikjV),
e″ikjF is expressed as in the i-th rectangular area j-th of software runing time etc. within f-th of period in k-th of immobile terminal
Grade, will take mobile terminal software runing time set FikjIn each period time duration and several standard operation duration ranges into
Row compares one by one, obtains immobile terminal Operation class set F "ikj(f″ikj1,f″ikj2,...,f″ikjf,...,f″ikjV),
f″ikjF is expressed as in the i-th rectangular area j-th of software runing time etc. within f-th of period in k-th of immobile terminal
Grade, meanwhile, Cloud Server is according to runing time etc. in running of mobile terminal class set and immobile terminal Operation class set
Grade is compared one by one with corresponding runing time grade, obtains the corresponding weight of running of mobile terminal time grade and non-moving
The corresponding weight of terminal operating time grade, the corresponding weight of the running of mobile terminal time grade is respectively ge "ikj1,
ge″ikj2,...,ge″ikjf,...,ge″ikjV, the corresponding weight of the immobile terminal runing time grade is respectively gf "ikj1,gf″ikj2,...,gf″ikjf,...,gf″ikjv。
It is each soft that Cloud Server receiving network data obtains each mobile terminal cumulative level in each rectangular area that module is sent
The number of part respectively constitutes mobile terminal software login times set and immobile terminal software login times set, mobile whole
Hold software login times set Hik(hik1,hik2,...,hikj,...,hikM), immobile terminal software login times set Rik
(rik1,rik2,...,rikj,...,rikM), hikJ is expressed as in the i-th rectangular area that j-th of software is stepped in k-th of mobile terminal
The total degree of record, rikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of immobile terminal.
Cloud Server passes through to dbase, each software operation duration and each software in mobile terminal and immobile terminal
Login times count each software in each region and promote the use of coefficient, and calculation formula is
,
Wherein, cikJ is expressed as in the i-th rectangular area in k-th of mobile terminal in each dbase and data memory module
The reduced value of j-th of dbase of storage, gcikJ is expressed as in the i-th rectangular area j-th of software name in k-th of mobile terminal
Claim the specific gravity of shared all dbases, dikJ be expressed as in the i-th rectangular area in k-th of immobile terminal each dbase with
The reduced value of j-th of the dbase stored in data memory module, gdikJ be expressed as in the i-th rectangular area k-th it is non-moving
J-th of dbase specific gravity shared in all dbases, e in terminalikjF is expressed as k-th of shifting in the i-th rectangular area
The time duration that j-th of software is run within f-th of period in dynamic terminal, fikjF be expressed as in the i-th rectangular area k-th it is non-
The time duration that j-th of software is run within f-th of period in mobile terminal, e "ikjF is expressed as kth in the i-th rectangular area
J-th of software runing time grade, ge " within f-th of period in a mobile terminalikjF is expressed as kth in the i-th rectangular area
J-th of software weighted value corresponding to runing time grade, f " within f-th of period in a mobile terminalikjF is expressed as
J-th of software runing time grade, gf " within f-th of period in k-th of immobile terminal in i-th rectangular areaikjF is indicated
It is j-th of software in k-th of immobile terminal in the i-th rectangular area within f-th of period corresponding to runing time grade
Weighted value, hikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of mobile terminal, rikJ is indicated
The total degree logged in for j-th of software in k-th of immobile terminal in the i-th rectangular area；It is pushed away according to each software in each region
Wide coefficient of utilization understands the situation that software uses in each region, convenient for obtaining the terminal network data of each area's intra domain user, and unites
Count total popularization and use coefficient of the same software in each rectangular areaQijIt is expressed as in i-th each rectangular area
Software each in each region is promoted the use of coefficient and total popularization and use by the corresponding popularization and use coefficient of j-th of software, Cloud Server
Coefficient is sent to display terminal, and the popularization and use coefficient of each software is higher, shows that the welcome degree of the software is bigger；
Display terminal is used to receive each software in each region of Cloud Server transmission and promotes the use of coefficient and the software
It is total to promote the use of coefficient and shown, the service condition of each software is well understood, while convenient for administrative staff convenient for that will need
The advertisement of popularization, which is placed on, promotes the use of on the high software of coefficient, improves advertisement delivery effect.
Network data acquisition system provided by the invention, by being divided into several rectangular areas to detection zone, convenient for pair
The software information in mobile terminal and immobile terminal in each rectangular area is obtained, convenient for each soft in analysis different zones
The popularization and use coefficient of part, avoids region from becoming privileged；
Cloud Server simultaneously combines network data acquisition module to the software name in the mobile terminal and immobile terminal of acquisition
Title, each software operation duration and each software login times are analyzed and are counted, and then each software popularization makes in each region of statistics
With the total popularization and use coefficient of coefficient and same software in detection zone, the acquisition and analysis for improving network data are imitated
Rate, convenient for providing the data of reference for administrative staff, meanwhile, the popularization and use effect of each software is intuitively understood convenient for administrative staff
Fruit, and then software convenient for administrative staff that the ad distribution that need to be launched is high to popularization and use coefficient, improve and promote advertisement
Income.
The above content is just an example and description of the concept of the present invention, affiliated those skilled in the art
It makes various modifications or additions to the described embodiments or is substituted in a similar manner, without departing from invention
Design or beyond the scope defined by this claim, be within the scope of protection of the invention.
Claims (6)
1. a kind of network data acquisition system, it is characterised in that: including region division module, network data acquisition module, data
Memory module, Cloud Server and display terminal, Cloud Server respectively with region division module, network data acquisition module, data
Memory module is connected with display terminal, and network data acquisition module is connect with data memory module；
Region division module is used to divide the region that need to be acquired, and is divided into the rectangular area of several area equations, will be each
Rectangular area is numbered according to the sequence of setting, is followed successively by 1,2 ..., i ..., n；
Network data acquisition module be used for in each rectangular area mobile terminal quantity and immobile terminal quantity count,
Mobile terminal magnitude-set and immobile terminal magnitude-set are constituted, wherein mobile terminal is mobile phone, the mobile terminal quantity
Collection is combined into A (a1, a2 ..., ai ..., an), and ai is expressed as the quantity of mobile terminal in i-th each rectangular area, immobile terminal
For ipad, computer etc., the immobile terminal magnitude-set is B (b1, b2 ..., bi ..., bn), and bi is expressed as i-th each square
The quantity of immobile terminal in shape region, network data acquisition module is to mobile terminal magnitude-set and immobile terminal quantity collection
Dbase, each software runing time in conjunction in each terminal and log in mobile terminal that coefficient is obtained, and will acquire and
Software runing time and login times are respectively sent to Cloud Server and data in dbase, each terminal in immobile terminal
Memory module；
Data memory module obtains each mobile terminal and non-moving in each rectangular area that module is sent for receiving network data
Dbase, each software runing time and the login times that terminal is sent, and different software type is stored in data memory module
The keyword of corresponding dbase and dbase；
Cloud Server receiving network data obtains each mobile terminal and immobile terminal in each rectangular area that module is sent and sends
Dbase, each software runing time and login times, and in each rectangular area each mobile terminal and immobile terminal difference
It is numbered, is followed successively by 1,2...., k ..., x and 1,2...., k ..., y, and to all dbases according to the suitable of setting
Sequence is numbered, and respectively 1,2 ..., j ..., m, the dbase of each mobile terminal is deposited with data respectively in each rectangular area
All dbases are compared one by one in storage module, are obtained mobile terminal software comparison collection and are combined into Cik(cik1,cik2,...,
cikj,...,cikM), cikJ is expressed as in the i-th rectangular area in k-th of mobile terminal in each dbase and data memory module
Storage j-th of dbase reduced value, if in the i-th rectangular area in k-th of mobile terminal each dbase and j-th it is soft
Part title matches, then takes cikJ=1；The dbase of each immobile terminal in each rectangular area is stored into mould with data respectively
All softwares are compared one by one in block, obtain immobile terminal software comparison set Dik(dik1,dik2,...,dikj,...,
dikM), dikWhat j was expressed as in the i-th rectangular area storing in each dbase and data memory module in k-th of immobile terminal
The reduced value of j-th of dbase, if each dbase and j-th of software name in k-th of immobile terminal in the i-th rectangular area
Title matches, then takes dikJ=1；
Cloud Server counts the runing time of each software in each mobile terminal and immobile terminal, and is divided into several
Period counts the operation cumulative time of each software in each period, obtains mobile terminal software runing time set and non-shifting
Dynamic terminal software runing time set, wherein transfer terminal software runing time set Eikj(eikj1,eikj2,...,
eikjf,...,eikjV), immobile terminal software runing time set Fikj(fikj1,fikj2,...,fikjf,...,fikjV), Eikj
Time duration of j-th of the software within each period, e in k-th of mobile terminal are expressed as in the i-th rectangular areaikjF is expressed as
The time duration that j-th of software is run within f-th of period in k-th of mobile terminal in i-th rectangular area, FikjIt is expressed as
Time duration of j-th of the software within each period, f in k-th of immobile terminal in i-th rectangular areaikjF is expressed as the i-th square
The time duration that j-th of software is run within f-th of period in k-th of immobile terminal in shape region；
Cloud Server by each software within each period operation the cumulative time and setting several standard operation duration ranges into
Row compares one by one, obtains mobile terminal software operation comparison set and immobile terminal software operation comparison set, the standard
Operation duration range be respectively 0-2h, 2-4h, 4-6h ..., (2n-2) -2n, and different standard operation durations correspond to it is different
Operation duration grade, the corresponding operation duration grade of standard operation duration range is respectively 1,2,3 ..., n, different runing times
Grade corresponds to different operation weight ratios, respectively g1, g2, g3 ..., gn, g1 < g2 < g3 < ... < gn, and g1+g2+g3
+ ...+gn=1；
By mobile terminal software runing time set EikjIn each period time duration and several standard operation duration ranges carry out
It compares one by one, obtains running of mobile terminal class set E "ikj(e″ikj1,e″ikj2,...,e″ikjf,...,e″ikjV), e "ikjf
It is expressed as in the i-th rectangular area j-th of software runing time grade within f-th of period in k-th of immobile terminal, will be taken
Mobile terminal software runing time set FikjIn each period time duration and several standard operation duration ranges to carry out one a pair of
Than obtaining immobile terminal Operation class set F "ikj(f″ikj1,f″ikj2,...,f″ikjf,...,f″ikjV), f "ikjF is indicated
For j-th of software runing time grade within f-th of period in k-th of immobile terminal in the i-th rectangular area, meanwhile, cloud
Server according to runing time grade in running of mobile terminal class set and immobile terminal Operation class set with it is corresponding
Runing time grade is compared one by one, when obtaining the corresponding weight of running of mobile terminal time grade and immobile terminal operation
Between the corresponding weight of grade, the corresponding weight of the running of mobile terminal time grade is respectively ge "ikj1,ge″ikj2,...,
ge″ikjf,...,ge″ikjV, the corresponding weight of the immobile terminal runing time grade is respectively gf "ikj1,gf″ikj2,...,gf″ikjf,...,gf″ikjv；
Cloud Server receiving network data obtains each each software of mobile terminal cumulative level in each rectangular area that module is sent
Number, respectively constitutes mobile terminal software login times set and immobile terminal software login times set, and mobile terminal is soft
Part login times set Hik(hik1,hik2,...,hikj,...,hikM), immobile terminal software login times set Rik(rik1,
rik2,...,rikj,...,rikM), hikJ be expressed as in the i-th rectangular area in k-th of mobile terminal j-th of software log in it is total
Number, rikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of immobile terminal.
Cloud Server is by logging in dbase, each software operation duration and each software in mobile terminal and immobile terminal
Number counts each software in each region and promotes the use of coefficient, understands each region according to the popularization and use coefficient of each software in each region
The situation that interior software uses, and count total popularization and use coefficient of the same software in each rectangular area, Cloud Server is by each area
Each software promotes the use of coefficient in domain and total coefficient of promoting the use of is sent to display terminal；
Display terminal is used to receive each software in each region of Cloud Server transmission and promotes the use of always pushing away for coefficient and the software
Wide coefficient of utilization is simultaneously shown.
2. a kind of network data acquisition system according to claim 1, it is characterised in that: the software type includes game
Software type, exchange software type, shopping software type, music software type, wherein Games Software type includes disappearing find pleasure in, wear
More firewire, plant Great War corpse, exchange software type includes wechat, QQ, shopping software type include Jingdone district, Taobao, spell the more,
It includes QQ music, Netease's cloud, KuGoo music that only product, which can wait music softwares type,.
3. a kind of network data acquisition system according to claim 1, it is characterised in that: each software is corresponding in mobile terminal
Weight ratio it is different, respectively gcik1,gcik2,...,gcikj,...,gcikM, and gcik1+gcik2+...+gcikj+...+
gcik< 1, gcikJ is expressed as in the i-th rectangular area all dbases shared by j-th of dbase in k-th of mobile terminal
Specific gravity.
4. a kind of network data acquisition system according to claim 1, it is characterised in that: each software name in immobile terminal
Claim shared weight ratio different, respectively gdik1,gdik2,...,gdikj,...,gdikM, and gdik1+gdik2+...+gdikj
+...+gdikM < 1, gcik1+...+gcikj+...+gcik+gdik1+...+gdikj+...+gdikM=1, gdikJ is expressed as i-th
J-th of dbase specific gravity shared in all dbases in k-th of immobile terminal in rectangular area.
5. a kind of network data acquisition system according to claim 1, it is characterised in that: each software popularization makes in each region
It is with the calculation formula of coefficient
,
Wherein, cikJ is expressed as in the i-th rectangular area storing in each dbase and data memory module in k-th of mobile terminal
J-th of dbase reduced value, gcikJ is expressed as in the i-th rectangular area j-th of dbase institute in k-th of mobile terminal
Account for the specific gravity of all dbases, dikJ is expressed as in the i-th rectangular area each dbase and data in k-th of immobile terminal
The reduced value of j-th of the dbase stored in memory module, gdikJ is expressed as k-th of immobile terminal in the i-th rectangular area
In j-th of dbase specific gravity shared in all dbases, eikjIt is whole that f is expressed as k-th of movement in the i-th rectangular area
The time duration that j-th of software is run within f-th of period in end, fikjF be expressed as in the i-th rectangular area k-th it is non-moving
The time duration that j-th of software is run within f-th of period in terminal, e "ikjF is expressed as k-th of shifting in the i-th rectangular area
J-th of software runing time grade, ge " within f-th of period in dynamic terminalikjF is expressed as k-th of shifting in the i-th rectangular area
J-th of software weighted value corresponding to runing time grade, f " within f-th of period in dynamic terminalikjF is expressed as the i-th square
J-th of software runing time grade, gf " within f-th of period in k-th of immobile terminal in shape regionikjF is expressed as i-th
J-th of software weight number corresponding to runing time grade within f-th of period in k-th of immobile terminal in rectangular area
Value, hikJ is expressed as in the i-th rectangular area the total degree that j-th of software logs in k-th of mobile terminal, rikJ is expressed as the i-th square
The total degree that j-th of software logs in k-th of immobile terminal in shape region.
6. a kind of network data acquisition system according to claim 5, it is characterised in that: same software is in each rectangular area
The calculation formula of interior total popularization and use coefficient isQijIt is expressed as j-th of software pair in i-th each rectangular area
The popularization and use coefficient answered.
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