CN102932775A - Method and device for carrying out terminal identification by combining IMEI and UA - Google Patents

Method and device for carrying out terminal identification by combining IMEI and UA Download PDF

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Publication number
CN102932775A
CN102932775A CN2012104626852A CN201210462685A CN102932775A CN 102932775 A CN102932775 A CN 102932775A CN 2012104626852 A CN2012104626852 A CN 2012104626852A CN 201210462685 A CN201210462685 A CN 201210462685A CN 102932775 A CN102932775 A CN 102932775A
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terminal
imei
information
relation
brand
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谭绍辉
谭湧
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GUANGZHOU TONGLIAN TECHNOLOGY DEVELOPMENT Co Ltd
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GUANGZHOU TONGLIAN TECHNOLOGY DEVELOPMENT Co Ltd
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Abstract

The invention belongs to the technical field of terminal matching and identification in the field of communication and particularly relates to a method and a device for carrying out terminal identification by combining an IMEI (International Mobile Equipment Identity) and a UA (User Agent). The identification method comprises the following steps: acquiring information, namely acquiring mobile phone information of a user from a WAP (Wireless Application Protocol) gateway and inquiring a corresponding relation of acquired UA information and a terminal brand type, wherein the mobile phone information comprises a mobile phone number and the UA information; acquiring user information from a network server and inquiring a corresponding relation between acquired IMEA and the terminal brand type, wherein the user information comprises an IMSI (International Mobile Subscriber Identity) of the user, a mobile phone number and the currently used IMEI; and verifying and identifying, namely verifying two query results and outputting a final terminal identification result to complete terminal identification. According to the invention, the mobile phone type can be rapidly and accurately identified; suitable resources and application can be matched; and the terminal identification capacity and accuracy can be effectively improved.

Description

A kind of IMEI of utilization is combined method and the device that carries out terminal recognition with UA
Technical field
The invention belongs in the communications field terminal coupling and recognition technology field, particularly a kind of IMEI of utilization is combined method and the device that carries out terminal recognition with UA.
Background technology
Development along with mobile phone and the Internet, people enter the Internet to obtain various information with mobile phone in the mode of the Internet more and more, the user can enjoy mobile Internet business and the application such as more abundant game, amusement, audio-visual, Community Group, increasing new business and use the support that needs terminal and adaptive.
Because mobile phone brand and the diversity of model and the otherness of function, comprise: the form of the operating system of different model mobile phone, screen size, screen resolution, memory size, the 3rd side's software installation file, the picture format of support, the tenability of Voice ﹠ Video, the characteristics such as tenability of HTML, so that the resource that the terminal of each model is mated and application are different, so must accurately identification ability correct coupling resource and application be arranged to terminal.
But, under existing UA identification matching technique, because the UA of some browser can't provide the type information of terminal exactly, some is to only have type information, do not have brand message, some then is that brand and type information all do not have, even some then pretends, thereby cause and by UA information identification terminal or to identify inaccurately, can't provide and mate accurately resource and application service.
The patent application of China CN101951591A discloses a kind of method and apparatus that mates resource according to the UA of portable terminal, and the method comprises: the UA according to portable terminal launches mobile terminal resource; Set up hash bucket take the UA of described portable terminal as index; Improve hash bucket, all configuration items in the described hash bucket are placed on the chained list; And the coupling of in described hash bucket, carrying out resource and portable terminal.
In above-mentioned prior art, can occur under the certain situation carrying out exactly resource matched, and the problem such as mistake fitting percentage height, for example:
There is the UA information of most portable terminal (particularly ANDROID mobile phone) only to include type information, and do not comprise brand message; When the mobile phone of different brands, during the identical and UA structure of model, the identification coupling will appear inaccurate;
Perhaps, there is the UA information of the portable terminal of some both not have brand also not have type information, can't identifies by UA information at all and mate; Following UA for example:
MAUI?WAP?BROWSER/WAP2.0?PQOFILE/MT6253/QVGA
Perhaps, the UA information that the portable terminal of some is arranged is can make amendment by the built-in setting of browser to pretend, and mistake identification will occur like this, causes the identification coupling inaccurate.
Therefore, brand and model that a kind of more effective ways can accurately be identified mobile phone must be found out, to mate suitable professional and application, just good matching effect can be reached.
Summary of the invention
The technical problem to be solved in the present invention is to identify exactly the problem of mobile phone model for UA identification matching technique in the prior art, and provide a kind of according to IMEI and UA in conjunction with the method and apparatus that carries out terminal recognition, the present invention can be fast and is identified exactly mobile phone model, mate suitable resource and application, can effectively improve ability and the accuracy of terminal recognition.
For solving the problems of the technologies described above, at first, the invention provides a kind of IMEI of utilization and be combined the method for carrying out terminal recognition with UA, it comprises the steps:
The obtaining information step:From WAP gateway, obtain user's cellphone information, comprise phone number and UA information, and inquire about accessed UA information and the corresponding relation of terminal brand and model;
From the webserver, obtain user profile, comprise user's IMSI, phone number and the IMEI that is using, and inquire about the corresponding relation of accessed IMEI and terminal brand and model; And
Verification and identification step:
Above-mentioned two Query Results are carried out verification, and export final terminal recognition result, finish terminal recognition.
Further, the above-mentioned IMEI of utilization is combined the method for carrying out terminal recognition with UA In verification and the identification step,As long as the corresponding relation of UA information and terminal brand and model or any Query Result of the corresponding relation of IMEI and terminal brand and model exist, just be judged as the terminal recognition result and pass through.
Further, utilizing IMEI to be combined with UA carries out in the method for terminal recognition, the Query Result of the corresponding relation of described UA information and terminal brand and model and the corresponding relation of IMEI and terminal brand and model all exists and Query Result consistent or the only corresponding relation of UA information and terminal brand and model when existing, and then exports the Query Result of the corresponding relation of UA information and terminal brand and model.
And the Query Result of the corresponding relation of the corresponding relation of described UA information and terminal brand and model and IMEI and terminal brand and model all exists but is inconsistent, then exports the Query Result of the corresponding relation of IMEI and terminal brand and model.
Further, the above-mentioned IMEI of utilization is combined the method for carrying out terminal recognition with UA, also be included in The obtaining information stepBefore Safeguard step,Described Safeguard stepComprise the maintenance of the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model, wherein, the mode that UA information is combined with corresponding relation employing UA feature string and the keyword strings of terminal brand and model, the corresponding relation of IMEI and terminal brand and model adopts artificial mode or the mode typing of Auto-matching.
Further, the above-mentioned IMEI of utilization is combined the method for carrying out terminal recognition with UA The obtaining information stepIn, when from WAP gateway, getting access to UA feature string and/or keyword strings, then obtain the terminal brand and model corresponding with UA information
Further, the above-mentioned IMEI of utilization is combined with UA and is carried out in the method for terminal recognition, when the result of UA feature string and keyword strings and terminal brand and model coupling all exists or only the result of UA feature string and terminal brand and model coupling exists, obtain the result that UA feature string and terminal brand and model mate; When only the result of keyword strings and terminal brand and model coupling deposits, obtain the result of keyword strings and terminal brand and model coupling.
Further, the above-mentioned IMEI of utilization is combined with UA and is carried out in the method for terminal recognition, when the Query Result of the corresponding relation of UA information and terminal brand and model exists, and the Query Result of the corresponding relation of IMEI and terminal brand and model does not exist, then the corresponding relation of typing IMEI and terminal brand and model.
The present invention also provides a kind of IMEI of utilization to be combined the device that carries out terminal recognition with UA, and it comprises:
UA acquisition of information module is used for obtaining phone number and UA information;
The user profile acquisition module is used for obtaining user's IMSI, phone number and the IMEI that is using;
The inquiry inspection module is used for testing according to the corresponding relation of UA information and terminal brand and model and the corresponding relation Query Result of IMEI and terminal brand and model, exports final terminal recognition result, finishes terminal recognition.
Compared with prior art, the present invention has following beneficial effect:
The present invention has adopted the mode of IMEI and UA combination to carry out terminal recognition and has examined verification, None-identified occurs or identifies inaccurate situation when having avoided some just to identify by UA information.The present invention can be fast and is identified exactly mobile phone model, mates suitable resource and application, has effectively improved ability and the accuracy of terminal recognition.
Description of drawings
Fig. 1 is that IMEI of the present invention is combined the method flow schematic diagram that carries out terminal recognition with UA;
Fig. 2 is that IMEI of the present invention is combined the composition structural representation of the device that carries out terminal recognition with UA;
Fig. 3 is UA coupling identification process figure of the present invention.
Embodiment
Below in conjunction with embodiment and accompanying drawing the present invention is described in detail.
The invention discloses a kind of according to IMEI(International Mobile Equipment Identity code) and UA(User Agent user agent) in conjunction with the method and apparatus that carries out terminal recognition.
The IMSI(international mobile subscriber identity), total length is no more than 15, and the number that distributes for mobile subscriber of unique identification in the world is difference mobile subscriber's sign, is stored in the SIM card, can be used for distinguishing mobile subscriber's effective information.
When the cellphone subscriber starts shooting or makes a call, the webserver is to mobile phone request IMEI and IMSI, and IMEI sent to EIR(EIC equipment identification code logger), IMSI is sent to VLR(access location logger) and the HLR(home location register), thereby user's IMEI, IMSI and the corresponding relation of phone number can be obtained.Its method of obtaining can adopt prior art, and for example according to GSM network configuration standard, gsm mobile telephone can send IMEI and IMSI information to the automatic network server in registration and the process that makes a call.
Simultaneously, the cellphone subscriber is when using client and browser access WAP gateway, link protocol according to 3GPP, WAP gateway can obtain UA information and the IMSI number of mobile phone, gateway obtains IMSI again in the HLR system, have a mapping table in the HLR system, be specifically designed to the phone number that becomes the user for the IMSI of user mobile phone SIM card number, and obtain phone number in order to binding.Can't the memory mobile phone number information on the SIM card of mobile phone, only can store the IMSI(user identification number).Phone number (MSISDN) all is registered among the HLR, can be associated together IMSI and MSISDN in HLR.
Cellphone subscriber's information that the webserver and WAP gateway server get access to just can be bound the relation of phone number, IMSI, IMEI and UA information by HLR mapping relations table, thereby be identified mobile phone model corresponding to UA by IMEI.
As shown in Figure 1, the present invention discloses a kind of IMEI of utilization and is combined the method for carrying out terminal recognition with UA, and it comprises the steps:
Step S101 obtains the UA information of mobile phone from WAP gateway, comprise phone number and UA information.
Step S102, according to the UA information that from WAP gateway, gets access to, the UA information that inquiry gets access to and the corresponding relation of terminal brand and model.
Step S111 obtains user profile from the webserver, comprise user's IMSI, phone number and the IMEI that is using.
Step S112, according to the IMEI information that from the webserver, gets access to, the corresponding relation of inquiry IMEI and terminal brand and model.
Step S120 tests according to the corresponding relation of step S102 UA information and terminal brand and model with the corresponding relation Query Result of step S112 IMEI and terminal brand and model, exports final terminal recognition result, finishes terminal recognition.
Wherein, the corresponding relation of UA information and terminal brand and model comprises: examined the tabulation of UA information and the tabulation of terminal brand and model; The corresponding relation of IMEI and terminal brand and model comprises: examined the tabulation of IMEI information list and terminal brand and model.
In the above-mentioned recognition methods, if the result that the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model is inquired about all exists and is consistent, then step S120 judges that the terminal recognition result passes through, the Query Result of the corresponding relation of output UA information and terminal brand and model.
If the result of the corresponding relation of UA information and terminal brand and model inquiry does not exist, but the result of the corresponding relation of IMEI and terminal brand and model inquiry exists, then step S120 judgement terminal recognition is passed through, the Query Result of the corresponding relation of output IMEI and terminal brand and model.
If the result of the corresponding relation of UA information and terminal brand and model inquiry exists, and the result of the corresponding relation of IMEI and terminal brand and model inquiry does not exist, then step S120 judgement terminal recognition is passed through, the Query Result of the corresponding relation of output UA information and terminal brand and model.
If the result of the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model inquiry exists but be inconsistent, then step S120 judgement terminal recognition is passed through, the Query Result of the corresponding relation of output IMEI and terminal brand and model.
If the result of the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model inquiry does not all exist, then step S120 judgement terminal recognition is not passed through.
Also comprise the maintenance of the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model in the recognition methods of the present invention.Maintenance work mainly is the increase that the corresponding relation to the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model records, and revises the work such as deletion.
The corresponding relation of UA information and terminal brand and model adopts safeguards that the form of UA feature database carries out, and adopts matching algorithm to identify again.Because diversity and the otherness of browser, the UA information of each browser has different difference.So terminal brand and model can corresponding many UA characteristic information records, and each UA feature record can comprise one or more UA feature strings and keyword strings.When a certain UA feature record in UA information that WAP gateway obtains and the UA feature database is complementary, then can identify the terminal brand type corresponding with it.For accuracy rate and the success rate that coupling is provided, matching algorithm adopts feature string coupling and keyword match mode in conjunction with finishing.
Because the design features such as diversity of UA information, feature string and keyword strings are different on the mode of mating.Feature string matching ratio keyword strings coupling is more accurate, and the matching way of UA feature string needs character string on all four, i.e. exact matching; And the matching way of keyword strings is that only to need UA information to include simultaneously corresponding one or more keywords just passable, i.e. fuzzy matching.
Following 2 sections of different model mobile phones are for example arranged, be respectively: A (LENOVO P80), B (LENOVO P80+).During the use characteristic string matching, no matter user mobile phone is A or B, can accurately identify its model; And when using the keyword strings coupling, when user mobile phone is A, because B comprises A, namely might be identified as the mobile phone of B.
Can't mate in the situation of corresponding model in some feature string couplings, then can adopt the keyword strings coupling then can match corresponding model.
Feature string coupling: the UA information of obtaining from WAP gateway, can use English symbol (comprising: space, slash, branch etc.) etc. as separator above UA information to be split into the character string array, each character string in this character string array and the UA feature string in the UA feature database are carried out exact matching, if when the some UA feature strings in one of them character string in the character string array and the UA feature database are in full accord, just can identify corresponding terminal models according to corresponding relation.
Keyword match: in the UA feature database, in the same UA feature record a plurality of keyword strings can be arranged, each bar UA feature be recorded corresponding keyword strings be combined into a string data group.UA feature record is combined into the UA information that all the character string traversals in each character string array are obtained from WAP gateway, when the UA information of obtaining from WAP gateway comprises all character strings some arrays fully, just can identify corresponding terminal models according to corresponding relation.
Fig. 3, the process for UA coupling of the present invention identification comprises the following steps:
Step S201 uses English symbol (comprising: space, slash, branch etc.) as separator its UA information to be split into the character string array.
Step S202 carries out exact matching with each character string in the step S201 character string array and the UA feature string in the UA feature database.
Step S211 is combined into a character string array with corresponding all keyword strings of each bar UA feature record in the UA feature database.
Step S212 is combined into the UA information that all the character string traversals in each string data group are obtained from WAP gateway with step S211, carry out fuzzy matching, whether the UA information that inspection is obtained from WAP gateway comprises all character strings some arrays fully.
If the result of step S202 feature string coupling is consistent with the result of step S212 keyword match, step S220 then exports the result of step S202 feature string coupling;
If the result of step S202 feature string coupling and the result of step S212 keyword match are inconsistent, the result of step S202 feature string coupling is then exported in step S220 output;
If the result of step S202 feature string coupling does not exist, the result of step S212 keyword match exists, and step S220 then exports the result of step S212 keyword match;
If the result of step S202 feature string coupling exists, the result of step S212 keyword match does not exist, and step S220 then exports the result of step S202 feature string coupling;
If the result of step S202 feature string coupling and the result of step S212 keyword match all do not exist, then Output rusults is empty.
In addition, according to the construction standard of IMEI, owing to front 8 type and the places of production that can determine the user of IMEI, therefore only need to can determine according to front 8 number segments of IMEI the terminal brand and model of mobile phone.Maintenance mode for the corresponding relation of IMEI and terminal brand and model has following 2 kinds:
The first, the manual maintenance safeguarded the corresponding relation of IMEI and terminal brand and model by artificial mode typing;
In second, automatically safeguard, safeguard the corresponding relation of IMEI and terminal brand and model by the mode of Auto-matching:
If the check results among the step S120, the result that the result of the corresponding relation inquiry of User Agent information and terminal brand and model and the corresponding relation of IMEI and terminal brand and model are inquired about all exists and is consistent, then the corresponding relation of Maintenance free IMEI and terminal brand and model.
In the recognition methods of the present invention, if the check results among Fig. 1 step S120, the result of the corresponding relation inquiry of UA information and terminal brand and model exists, and the result of the corresponding relation of IMEI and terminal brand and model inquiry does not exist, and then increases the corresponding relation record of this IMEI and terminal brand and model.
If the check results among the step S120, the result of the corresponding relation inquiry of UA information and terminal brand and model does not exist, and the result of the corresponding relation of IMEI and terminal brand and model inquiry exists, then the corresponding relation of Maintenance free IMEI and terminal brand and model.
If the check results among the step S120, the result of the result of the corresponding relation inquiry of UA information and terminal brand and model and the corresponding relation inquiry of IMEI and terminal brand and model does not all exist, then the corresponding relation of Maintenance free IMEI and terminal brand and model.
If the check results among the step S120, the result of the result of the corresponding relation inquiry of UA information and terminal brand and model and the corresponding relation inquiry of IMEI and terminal brand and model exists but is inconsistent, the corresponding relation of Maintenance free IMEI and terminal brand and model then, and this is recorded and forwards to manual maintenance.
Fig. 2 is combined the composition structural representation of the device that carries out terminal recognition for IMEI of the present invention with UA, comprise UA acquisition of information module 10, user profile acquisition module 20 and inquiry inspection module 30, wherein,
UA acquisition of information module 10 is used for obtaining phone number and UA information; User profile acquisition module 20 is used for obtaining user's IMSI, phone number and the IMEI that is using; Inquiry inspection module 30 is used for testing according to the corresponding relation of UA information and terminal brand and model and the corresponding relation Query Result of IMEI and terminal brand and model, exports final terminal recognition result, finishes terminal recognition.
Above embodiment only is used for technical scheme of the present invention is described, is not intended to limit; Although with reference to preferred embodiment the present invention is had been described in detail; those of ordinary skill in the field are to be understood that; still can make amendment or the part technical characterictic is equal to replacement the specific embodiment of the present invention; and not breaking away from the spirit of technical solution of the present invention, it all should be encompassed in the middle of the technical scheme scope that the present invention asks for protection.

Claims (9)

1. one kind is utilized IMEI to be combined the method for carrying out terminal recognition with UA, it is characterized in that: comprise the steps:
The obtaining information step:From WAP gateway, obtain user's cellphone information, comprise phone number and UA information, and inquire about accessed UA information and the corresponding relation of terminal brand and model;
From the webserver, obtain user profile, comprise user's IMSI, phone number and the IMEI that is using, and inquire about the corresponding relation of accessed IMEI and terminal brand and model; And
Verification and identification step:
Above-mentioned two Query Results are carried out verification, and export final terminal recognition result, finish terminal recognition.
2. the IMEI of utilization according to claim 1 is combined the method for carrying out terminal recognition with UA, it is characterized in that: described In verification and the identification step,As long as the corresponding relation of UA information and terminal brand and model or any Query Result of the corresponding relation of IMEI and terminal brand and model exist, just be judged as the terminal recognition result and pass through.
3. the IMEI of utilization according to claim 2 is combined the method for carrying out terminal recognition with UA, it is characterized in that: the Query Result of the corresponding relation of described UA information and terminal brand and model and the corresponding relation of IMEI and terminal brand and model all exists and Query Result consistent or the only corresponding relation of UA information and terminal brand and model when existing, and then exports the Query Result of the corresponding relation of UA information and terminal brand and model.
4. the IMEI of utilization according to claim 2 is combined the method for carrying out terminal recognition with UA, it is characterized in that: the Query Result of the corresponding relation of the corresponding relation of described UA information and terminal brand and model and IMEI and terminal brand and model all exists but is inconsistent, then exports the Query Result of the corresponding relation of IMEI and terminal brand and model.
5. the IMEI of utilization according to claim 1 is combined the method for carrying out terminal recognition with UA, it is characterized in that: also be included in The obtaining information stepBefore Safeguard step,Described Safeguard stepComprise the maintenance of the corresponding relation of the corresponding relation of UA information and terminal brand and model and IMEI and terminal brand and model, wherein, the mode that UA information is combined with corresponding relation employing UA feature string and the keyword strings of terminal brand and model, the corresponding relation of IMEI and terminal brand and model adopts artificial mode or the mode typing of Auto-matching.
6. the IMEI of utilization according to claim 5 is combined the method for carrying out terminal recognition with UA, it is characterized in that: described The obtaining information stepIn, when from WAP gateway, getting access to UA feature string and/or keyword strings, then obtain the terminal brand and model corresponding with UA information
7. the IMEI of utilization according to claim 6 is combined the method for carrying out terminal recognition with UA, it is characterized in that: when the result of UA feature string and keyword strings and terminal brand and model coupling all exists or only the result of UA feature string and terminal brand and model coupling exists, obtain the result that UA feature string and terminal brand and model mate; When only the result of keyword strings and terminal brand and model coupling deposits, obtain the result of keyword strings and terminal brand and model coupling.
8. the IMEI of utilization according to claim 5 is combined the method for carrying out terminal recognition with UA, it is characterized in that: when the Query Result of the corresponding relation of UA information and terminal brand and model exists, and the Query Result of the corresponding relation of IMEI and terminal brand and model does not exist, then the corresponding relation of typing IMEI and terminal brand and model.
9. one kind is utilized IMEI to be combined the device that carries out terminal recognition with UA, it is characterized in that: comprising:
UA acquisition of information module is used for obtaining phone number and UA information;
The user profile acquisition module is used for obtaining user's IMSI, phone number and the IMEI that is using;
The inquiry inspection module is used for testing according to the corresponding relation of UA information and terminal brand and model and the corresponding relation Query Result of IMEI and terminal brand and model, exports final terminal recognition result, finishes terminal recognition.
CN2012104626852A 2012-11-16 2012-11-16 Method and device for carrying out terminal identification by combining IMEI and UA Pending CN102932775A (en)

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Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104283918A (en) * 2013-07-05 2015-01-14 中国移动通信集团浙江有限公司 Method and system for obtaining wireless local area network (WLAN) terminal types
CN104683124A (en) * 2013-11-26 2015-06-03 华为技术有限公司 Terminal type identification method and device
CN105260365A (en) * 2014-06-04 2016-01-20 中国移动通信集团宁夏有限公司 Terminal information processing method and device
CN105848155A (en) * 2015-01-14 2016-08-10 中国移动通信集团河南有限公司 Method and apparatus for identifying terminal illegal system reinstallation
CN106302237A (en) * 2016-08-30 2017-01-04 成都科来软件有限公司 A kind of method utilizing packet content identification mobile terminal
WO2017000761A1 (en) * 2015-07-02 2017-01-05 中兴通讯股份有限公司 Method and apparatus for extracting feature information of terminal device
CN107766928A (en) * 2017-10-25 2018-03-06 福建富士通信息软件有限公司 A kind of terminal identification method based on artificial nerve network model and UA information
CN108681667A (en) * 2018-04-02 2018-10-19 阿里巴巴集团控股有限公司 A kind of unit type recognition methods, device and processing equipment
CN109246163A (en) * 2017-07-10 2019-01-18 中国电信股份有限公司 End message recognition methods and device
CN109640316A (en) * 2018-12-18 2019-04-16 中国移动通信集团江苏有限公司 Target terminal user recognition methods, device, equipment and storage medium
CN110662212A (en) * 2019-10-11 2020-01-07 上海德拓信息技术股份有限公司 Mobile phone terminal identification method based on big data
CN112966731A (en) * 2021-03-01 2021-06-15 上海众言网络科技有限公司 Mobile phone identification method and device for network questionnaire survey

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101877866A (en) * 2009-11-30 2010-11-03 中国移动通信集团浙江有限公司 Method and device for detecting mobile terminal model capability
CN102413486A (en) * 2011-09-06 2012-04-11 中兴通讯股份有限公司 Terminal information detection method and system thereof
CN102469442A (en) * 2010-11-15 2012-05-23 中国移动通信集团山东有限公司 Method and device for determining service supported by user terminal

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101877866A (en) * 2009-11-30 2010-11-03 中国移动通信集团浙江有限公司 Method and device for detecting mobile terminal model capability
CN102469442A (en) * 2010-11-15 2012-05-23 中国移动通信集团山东有限公司 Method and device for determining service supported by user terminal
CN102413486A (en) * 2011-09-06 2012-04-11 中兴通讯股份有限公司 Terminal information detection method and system thereof

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104283918B (en) * 2013-07-05 2017-11-03 中国移动通信集团浙江有限公司 A kind of WLAN terminal type acquisition methods and system
CN104283918A (en) * 2013-07-05 2015-01-14 中国移动通信集团浙江有限公司 Method and system for obtaining wireless local area network (WLAN) terminal types
CN104683124A (en) * 2013-11-26 2015-06-03 华为技术有限公司 Terminal type identification method and device
CN104683124B (en) * 2013-11-26 2018-11-20 华为技术有限公司 Terminal type recognition methods and device
CN105260365B (en) * 2014-06-04 2018-12-04 中国移动通信集团宁夏有限公司 The treating method and apparatus of end message
CN105260365A (en) * 2014-06-04 2016-01-20 中国移动通信集团宁夏有限公司 Terminal information processing method and device
CN105848155B (en) * 2015-01-14 2020-01-17 中国移动通信集团河南有限公司 Terminal illegal flashing recognition method and device
CN105848155A (en) * 2015-01-14 2016-08-10 中国移动通信集团河南有限公司 Method and apparatus for identifying terminal illegal system reinstallation
WO2017000761A1 (en) * 2015-07-02 2017-01-05 中兴通讯股份有限公司 Method and apparatus for extracting feature information of terminal device
CN106302237A (en) * 2016-08-30 2017-01-04 成都科来软件有限公司 A kind of method utilizing packet content identification mobile terminal
CN109246163A (en) * 2017-07-10 2019-01-18 中国电信股份有限公司 End message recognition methods and device
CN107766928A (en) * 2017-10-25 2018-03-06 福建富士通信息软件有限公司 A kind of terminal identification method based on artificial nerve network model and UA information
CN108681667A (en) * 2018-04-02 2018-10-19 阿里巴巴集团控股有限公司 A kind of unit type recognition methods, device and processing equipment
CN109640316A (en) * 2018-12-18 2019-04-16 中国移动通信集团江苏有限公司 Target terminal user recognition methods, device, equipment and storage medium
CN109640316B (en) * 2018-12-18 2021-09-03 中国移动通信集团江苏有限公司 Target user terminal identification method, device, equipment and storage medium
CN110662212A (en) * 2019-10-11 2020-01-07 上海德拓信息技术股份有限公司 Mobile phone terminal identification method based on big data
CN112966731A (en) * 2021-03-01 2021-06-15 上海众言网络科技有限公司 Mobile phone identification method and device for network questionnaire survey

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Application publication date: 20130213