CN109905292A - A kind of terminal device recognition methods, system and storage medium - Google Patents
A kind of terminal device recognition methods, system and storage medium Download PDFInfo
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- CN109905292A CN109905292A CN201910186325.6A CN201910186325A CN109905292A CN 109905292 A CN109905292 A CN 109905292A CN 201910186325 A CN201910186325 A CN 201910186325A CN 109905292 A CN109905292 A CN 109905292A
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Abstract
The invention discloses a kind of terminal device recognition methods, system and storage mediums.Its method includes: the equipment identification information and apparatus characteristic information for obtaining the terminal device real-time report of access；The equipment identification information is matched with the equipment identification information in cache database, the cache database is updated according to historical Device recognition result；If successful match, recognition result of the facility information as the terminal device is obtained according to the equipment identification information being matched to；If matching unsuccessful or facility information can not be obtained according to the equipment identification information being matched to, the terminal device is identified using the equipment identification information and apparatus characteristic information, obtains the facility information of the terminal device.The discrimination of terminal device recognition methods provided in an embodiment of the present invention is higher.
Description
Technical field
The present invention relates to technical field of data processing more particularly to a kind of terminal device recognition methods, system and storage to be situated between
Matter.
Background technique
The purpose of to realize security protection, creation user's portrait etc., the equipment such as router are often to accessing its terminal
Equipment carries out equipment identification.
Current device identification method is mainly host name (hostname) information of real-time acquisition terminal equipment, using pre-
The regularity collection first obtained matches host name information, carries out equipment identification according to matching result.
Since the user of terminal device can arbitrarily modify host name information, in reality, user modifies host name information
It is common operation.Origin host name information often Portable device information, and may no longer be taken in modified host name information
Carrying device information, or even the facility information of mistake is carried, lead to equipment recognition failures, the discrimination of existing device identification method
It is lower.
Summary of the invention
In view of the above problems, it proposes on the present invention overcomes the above problem or at least be partially solved in order to provide one kind
State device identification method, system and the storage medium of problem.
In a first aspect, the embodiment of the invention provides a kind of device identification methods, comprising:
Obtain the equipment identification information and apparatus characteristic information of the terminal device real-time report of access；
The equipment identification information is matched with the equipment identification information in cache database, the cache database
It is to be updated according to historical Device recognition result；
If successful match, identification of the facility information as the terminal device is obtained according to the equipment identification information being matched to
As a result；
If matching unsuccessful or facility information can not be obtained according to the equipment identification information being matched to, the equipment mark is utilized
Know information and apparatus characteristic information identifies the terminal device, obtains the facility information of the terminal device.
Method provided in an embodiment of the present invention is updated due to caching in cache database according to history recognition result,
Therefore, facility information can be rapidly and accurately obtained, discrimination is improved.In addition, being utilized since equipment identification information immobilizes
The equipment identification information of terminal device rather than apparatus characteristic information carries out match cognization, avoid leading since apparatus characteristic information changes
Cause recognition failures.
With reference to first aspect, in the first implementation of first aspect of the embodiment of the present invention, the cache database
Including facility information cache database and/or characteristic information cache database, it is associated with and protects in the facility information cache database
Equipment identification information and facility information are deposited, association saves equipment identification information in the characteristic information cache database and equipment is special
Reference breath.
In the embodiment of the present invention, facility information identification is carried out using two cache databases, further improves discrimination.
The first implementation with reference to first aspect, in second of implementation of first aspect of the embodiment of the present invention
In, if the successful match, the facility information of the terminal device is obtained according to matching result, comprising:
If being cached with the equipment identification information successful match in the facility information cache database from the facility information
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in database.
The first implementation with reference to first aspect, in the third implementation of first aspect of the embodiment of the present invention
In, if successful match, the facility information of the terminal device is obtained according to matching result, comprising:
If being cached with the equipment identification information successful match in the characteristic information cache database from the characteristic information
The associated apparatus characteristic information of the equipment identification information is obtained in database；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match obtains
Facility information of the facility information for taking matching to obtain as the terminal device.
The first implementation, second of implementation or the third implementation with reference to first aspect, in the present invention
It is described to utilize the equipment identification information and apparatus characteristic information to described in 4th kind of implementation of embodiment first aspect
Terminal device is identified, after obtaining the facility information of the terminal device, this method further include:
After detecting target information in the facility information, the facility information is associated with preservation with equipment identification information
To the facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information and the apparatus characteristic information are closed
UNPROFOR is stored in the characteristic information cache database.
Method provided in an embodiment of the present invention in the non-successful match of cache database, but recognizes by other means
After facility information, if in the facility information recognized including target information, then it is assumed that the facility information is complete and/or credible, will
Relevant information adds in cache database, to improve the hit rate and recognition speed of subsequent identification.
The 4th kind of implementation with reference to first aspect, in the 5th kind of implementation of first aspect of the embodiment of the present invention
In, the target information includes equipment brand, device type and device model.
With reference to first aspect, the first implementation of first aspect, first aspect second of implementation or first
The third implementation of aspect is set described in the utilization in the 6th kind of implementation of first aspect of the embodiment of the present invention
Standby identification information and apparatus characteristic information identify the terminal device, obtain the facility information of the terminal device, wrap
It includes:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
Method provided in an embodiment of the present invention not only can be with the equipment of acquisition terminal when identifying to terminal device
Characteristic information, and using regularity collection matching obtain facility information, can with the equipment identification information of acquisition terminal equipment, and
Equipment information database is searched accordingly obtains facility information.The embodiment of the present invention and non-used single identification method progress equipment knowledge
Not, but bonding apparatus information database carries out equipment identification, improves equipment discrimination.
Second aspect, the embodiment of the present invention provide a kind of terminal device identifying system, comprising:
Information acquisition unit, for obtaining the equipment identification information and equipment feature letter of the terminal device real-time report of access
Breath；
A cache match unit, for carrying out the equipment identification information in the equipment identification information and cache database
Match, the cache database is updated according to historical Device recognition result；
First device information acquisition unit obtains equipment according to the equipment identification information being matched to if being used for successful match
Recognition result of the information as the terminal device；
Second device information acquisition unit, if for matching unsuccessful or can not be obtained according to the equipment identification information being matched to
Facility information is taken, the terminal device is identified using the equipment identification information and apparatus characteristic information, is obtained described
The facility information of terminal device.
System provided in an embodiment of the present invention is updated due to caching in cache database according to history recognition result,
Therefore, facility information can be rapidly and accurately obtained, discrimination is improved.In addition, being utilized since equipment identification information immobilizes
The equipment identification information of terminal device rather than apparatus characteristic information carries out match cognization, avoid leading since apparatus characteristic information changes
Cause recognition failures.
In conjunction with second aspect, in the first implementation of second aspect of the embodiment of the present invention, the cache database
Including facility information cache database and/or characteristic information cache database, it is associated with and protects in the facility information cache database
Equipment identification information and facility information are deposited, association saves equipment identification information and equipment feature letter in the characteristic information data library
Breath.
In the embodiment of the present invention, facility information identification is carried out using two cache databases, further improves discrimination.
In conjunction with the first implementation of second aspect, in second of implementation of second aspect of the embodiment of the present invention
In, the first apparatus information acquiring module is used for:
If being cached with the equipment identification information successful match in the facility information cache database from the facility information
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in database.
In conjunction with the first implementation of second aspect, in second of implementation of second aspect of the embodiment of the present invention
In, the first apparatus information acquiring module is used for:
If being cached with the equipment identification information successful match in the characteristic information cache database from the characteristic information
The associated apparatus characteristic information of the equipment identification information is obtained in database；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match obtains
Facility information of the facility information for taking matching to obtain as the terminal device.
In conjunction with the first implementation, second of implementation or the third implementation of second aspect, in the present invention
In 4th kind of implementation of embodiment second aspect, the system also includes cache database update modules, are used for:
After detecting target information in the facility information, the facility information is associated with preservation with equipment identification information
To the facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information and the apparatus characteristic information are closed
UNPROFOR is stored in the characteristic information cache database.
System provided in an embodiment of the present invention in the non-successful match of cache database, but recognizes by other means
After facility information, if in the facility information recognized including target information, then it is assumed that the facility information is complete and/or credible, will
Relevant information adds in cache database, to improve the hit rate and recognition speed of subsequent identification.
In conjunction with the 4th kind of implementation of second aspect, in the 5th kind of implementation of second aspect of the embodiment of the present invention
In, the target information includes equipment brand, device type and device model.
In conjunction with the first implementation of second aspect, second aspect, second of implementation or second of second aspect
The third implementation of aspect, in the 6th kind of implementation of second aspect of the embodiment of the present invention, the second equipment letter
Breath obtains module and is used for:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
System provided in an embodiment of the present invention not only can be with the equipment of acquisition terminal when identifying to terminal device
Characteristic information, and using regularity collection matching obtain facility information, can with the equipment identification information of acquisition terminal equipment, and
Equipment information database is searched accordingly obtains facility information.The embodiment of the present invention and non-used single identification method progress equipment knowledge
Not, but bonding apparatus information database carries out equipment identification, improves equipment discrimination.
The third aspect, the embodiment of the present invention provide a kind of computer system, comprising:
One or more processors；
Memory；
One or more application program, wherein one or more of application programs are stored in the memory and quilt
It is configured to be executed by one or more of processors, realizes the method as described in any implementation of first aspect.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, for being stored as above-mentioned third party
The instruction of application program used in computer system described in face.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 shows system architecture diagram according to an embodiment of the invention；
Fig. 2 shows device identification method flow charts according to an embodiment of the invention；
Fig. 3 shows the update method of equipment information database according to an embodiment of the invention；
Fig. 4 shows equipment identifying system block diagram according to an embodiment of the invention.
Specific embodiment
Exemplary embodiments of the present disclosure are described in more detail below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
It is fully disclosed to those skilled in the art.
Method provided in an embodiment of the present invention can with but not only limit be applied to system shown in FIG. 1 in.Within the system, road
It is used to acquire and report the information of the terminal device 102 of access by device 101, Cloud Server 103 according to router 101 for reporting
Information terminal 102 is identified, obtain its facility information, and the terminal device 104 by being equipped with destination application
Export the facility information of the terminal device 102 of couple in router 101.
Wherein, the router 101 in Fig. 1 may be replaced by other IOT (Internet of Things, Internet of Things) and set
Standby or intelligent mobile terminal (such as smart phone, tablet computer).
Wherein, the terminal device 102 of access refers to couple in router 101 to be connected to the terminal of local area network or internet
Equipment, such as intelligent mobile terminal (smart phone, tablet computer), intelligent appliance equipment, Intelligent office equipment etc..
Wherein, destination application refers to the application program that is communicated and can be controlled it with router 101.
It should be pointed out that in other application scenarios or implementation, it can also be by the separate server on internet
Or the function that the equipment in local area network replaces above-mentioned Cloud Server to realize, the embodiment of the present invention are not construed as limiting this.
Method provided in an embodiment of the present invention is described in detail below in conjunction with Fig. 2.
As shown in Fig. 2, device identification method provided in an embodiment of the present invention includes following operation:
Step 201, the equipment identification information and apparatus characteristic information for obtaining the terminal device real-time report accessed.
In the embodiment of the present invention, the opportunity for obtaining terminal device information is not defined.For example, this can detected
When terminal device accesses for the first time, step 201 is executed, step can also be executed when detecting terminal device access every time
201, step 201 can also be executed after the instruction for receiving destination application.
By taking system shown in FIG. 1 as an example, router is from the communication information (such as HTTP message) of terminal device real-time report
Apparatus characteristic information is obtained, device identification letter is obtained from the message reported in the communication information or terminal device access procedure
Breath.
In the embodiment of the present invention, to improve recognition speed, it is only necessary to obtain an equipment identification information, this equipment
Identification information may include plurality of devices characteristic information.
In the embodiment of the present invention, equipment identification information is the mark for distinguishing different terminal equipment, accesses the every of same equipment
The equipment identification information of a terminal device is different.It preferably, certainly, can also using MAC Address as equipment identification information
To use other information as equipment identification information.
In the embodiment of the present invention, apparatus characteristic information refers to the information for being able to reflect facility information, such as host name
(Hostname), user agent (user agent) information, DNS information etc..
Step 202 matches above equipment identification information with the equipment identification information in cache database, the caching
Database is updated according to historical Device recognition result.
In the embodiment of the present invention, cache database can be stored in local (i.e. in local area network), can also be stored in interconnection
(such as separate server on cloud server or internet) on the net.
If step 203, successful match, facility information is obtained as the terminal according to the equipment identification information being matched to and is set
Standby recognition result.
If step 204, matching is unsuccessful or can not obtain facility information according to the equipment identification information being matched to, institute is utilized
It states equipment identification information and apparatus characteristic information to identify the terminal device, obtains the equipment letter of the terminal device
Breath.
Method provided in an embodiment of the present invention is updated due to caching in cache database according to history recognition result,
Therefore, facility information can be rapidly and accurately obtained, discrimination is improved.In addition, being utilized since equipment identification information immobilizes
The equipment identification information of terminal device rather than apparatus characteristic information carries out match cognization, avoid leading since apparatus characteristic information changes
Cause recognition failures.
The embodiment of the present invention is not defined the quantity of cache database and storage location.
In one implementation, cache database is facility information cache database, in facility information cache database
Association saves equipment identification information and facility information.Correspondingly, if using facility information cache database successful match, above-mentioned step
Rapid 203 implementation may is that obtains that the equipment identification information is associated to be set from the facility information cache database
Standby facility information of the information as the terminal device.
In another implementation, cache database is characterized information cache database, this feature information cache data
Association saves equipment identification information and apparatus characteristic information in library.Correspondingly, if from characteristic information cache database matching at
Function, the implementation of above-mentioned steps 203, which may is that, obtains the equipment identification information from the characteristic information cache database
Associated apparatus characteristic information；It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If
Successful match obtains facility information of the facility information for matching and obtaining as the terminal device.
Wherein, regularity collection is that there are the apparatus characteristic informations of incidence relation and facility information to extract altogether known to
It is obtained with rule feature.
Wherein, by taking the apparatus characteristic information of acquisition is host name information as an example, then, the regularity collection be host name just
Then rule set extracts common rule feature there are the host name information and facility information of incidence relation and obtains using known
's.
In another implementation, cache database includes that facility information cache database and characteristic information are data cached
Library.It is possible to be matched in the two cache databases to equipment identification information simultaneously, the equipment obtained at first is believed
Breath is used as terminal device identification information, can also be according to scheduled timing successively in the two cache databases to device identification
Information is matched.The embodiment of the present invention is not construed as limiting this.
If recognizing facility information by cache database successful match, then, obtained facility information can be directly defeated
Out and show user.But the user information that is recognized by apparatus characteristic information is often due to mapping ruler is different, each end
The reasons such as the information format difference of end equipment production firm, there are format disunities, and information indicates not intuitive, so that user is difficult
The problem of quickly to confirm terminal device according to facility information.
For this purpose, mapping ruler can be pre-established in a kind of implementation to be standardized to facility information.Tool
Body, it can be standardized, can also set in identification process or when establishing rule base, database
It is standardized after standby information.
By taking the latter as an example, after obtaining facility information using identification, according to scheduled mapping ruler to the end of access
The facility information of end equipment is standardized；Terminal device outputting standardization by being equipped with destination application is handled
Facility information afterwards.
In the embodiment of the present invention, mapping ruler reflects the facility information before standardization and the equipment after standardization is believed
The corresponding relationship of breath.For example, the facility information before standardization are as follows: APPLE (equipment brand), setting after corresponding standardization
Standby information are as follows: apple (equipment brand)；In another example the facility information before standardizing are as follows: PHONE (device type), it is corresponding
Facility information after standardization are as follows: mobile phone (device type)；Further for example, the facility information before standardization are as follows: A1660 (is set
Standby model), the facility information after corresponding standardization are as follows: apple 7 (device model).
To further increase visualization level, the facility information after standardizing further includes equipment figure.For example, brand figure
Mark, type icon, model icon etc..
In the embodiment of the present invention, the granularity of different facility informations is different.By taking brand, type, model as an example, wherein product
The granularity of board is maximum, and the granularity of model is minimum, and in course of standardization process, the smallest facility information of granularity is corresponding sets for selection
Standby figure is added in the standardized equipment information of final output.
Method provided in an embodiment of the present invention is standardized facility information according to scheduled mapping ruler, standard
Change treated facility information uniform format, and information representation mode is intuitive, for example, by using user's mother tongue as expression way etc.
Deng quickly confirming terminal device convenient for user by the facility information after standardization in specified display screen display.
On the basis of above-mentioned any means embodiment, in the embodiment of the present invention, the implementations of above-mentioned steps 204 can be with
It is:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
Method provided in an embodiment of the present invention not only can be with the equipment of acquisition terminal when identifying to terminal device
Characteristic information, and using regularity collection matching obtain facility information, can with the equipment identification information of acquisition terminal equipment, and
Equipment information database is searched accordingly obtains facility information.The embodiment of the present invention and non-used single identification method progress equipment knowledge
Not, but bonding apparatus information database carries out equipment identification, improves equipment discrimination.
Wherein, as shown in figure 3, equipment information database updates in the following ways:
The equipment identification information for each terminal device that step 301, acquisition have accessed, and according to scheduled Rule
A plurality of user agent's information of each terminal device of access.
Specifically, by taking system shown in FIG. 1 as an example, the information reporting that is executed the step 301 by router, and will acquire.
Wherein, equipment identification information can terminal device carry out access authentication when acquisition, can also be from terminal device
It is obtained in the communication information (such as HTTP message) of report.If being obtained from the communication information that terminal device reports, both can only obtain
Once, equipment identification information can also be obtained together when obtaining user agent's information every time.
The embodiment of the present invention is not defined above-mentioned pre-defined rule, in practical applications, can be according to concrete application field
Scape needs to formulate pre-defined rule, for example, persistently obtaining user's generation of the predetermined quantity of each terminal device accessed
Manage information.
The embodiment of the present invention is not defined predetermined quantity, can according to actual needs or experience in practical application
It determines.Preferably, which is 200.
Step 302 identifies each terminal device accessed using a plurality of user agent's information of acquisition, obtains
Believe to the facility information of each terminal device accessed, and by the device identification of each terminal device accessed
Breath is associated with respective facility information is saved in equipment information database.
In the embodiment of the present invention, it is preferred that equipment information database saves beyond the clouds.Certainly, equipment information database
It can be stored in local, for example, being router exented memory, equipment information database is stored in exented memory, in another example,
Addition storage equipment, equipment information database is stored in the storage equipment in local area network.
In the embodiment of the present invention, it is preferred that server executes above-mentioned steps 302 beyond the clouds, to improve processing speed.When
So, above-mentioned steps 302 can also be realized in other equipment, for example, being realized on the router by the memory for expanding router
Above-mentioned steps 302；In another example add in systems device identification service device (separate server on local area network or internet and
Non- Cloud Server), step 302 is executed by the device identification service device.
Method provided in an embodiment of the present invention pre-establishes equipment information database, and utilizes the terminal device accessed
A plurality of user agent's information acquisition apparatus information, equipment identification information is associated with facility information and is saved in facility information data
In library.By a plurality of user agent's information acquisition apparatus information, can reduce or even avoid user agent's information to modify and can not
The case where obtaining facility information.
After obtaining facility information by step 204, exported again after can also being standardized to it, realization side
Formula is referred to preceding description, and details are not described herein again.
On the basis of above-mentioned any means embodiment, after executing step 204 and obtaining facility information, it can also utilize
The information update cache database arrived.
In one implementation, after detecting target information in the facility information that identification obtains, by the facility information
It is associated with equipment identification information and is saved in cache database.The implementation is particularly suitable for facility information cache database more
Newly.
In another implementation, target information is detected from the facility information, by the equipment identification information
It is associated with and is saved in cache database with the apparatus characteristic information.The implementation is particularly suitable for the characteristic information caching
The update of database.
Wherein, the embodiment of the present invention is not defined the particular content of target information, can be according to need in practical application
It configures.Preferably, which includes equipment brand, device type and device model.
Method provided in an embodiment of the present invention in the non-successful match of cache database, but recognizes by other means
After facility information, if in the facility information recognized including target information, then it is assumed that the facility information is complete and/or credible, will
Relevant information adds in cache database, to improve the hit rate and recognition speed of subsequent identification.
Preferably, if using above equipment information database successful match, facility information and equipment identification information are closed
UNPROFOR is stored to the facility information cache database；If being detected from the facility information using other modes successful match
The equipment identification information is associated with the apparatus characteristic information and is saved in the characteristic information cache database by target information
In.
The embodiment of the present invention provides a kind of terminal device identifying system, includes: as shown in Figure 4
Information acquisition unit 401, the equipment identification information and equipment for obtaining the terminal device real-time report of access are special
Reference breath；
Cache match unit 402, for by the equipment identification information in the equipment identification information and cache database into
Row matching, the cache database is updated according to historical Device recognition result；
First device information acquisition unit 403 is set if being used for successful match according to the equipment identification information acquisition being matched to
Standby recognition result of the information as the terminal device；
Second device information acquisition unit 404, if for matching unsuccessful or can not be believed according to the device identification being matched to
Breath obtains facility information, is identified, is obtained to the terminal device using the equipment identification information and apparatus characteristic information
The facility information of the terminal device.
System provided in an embodiment of the present invention is updated due to caching in cache database according to history recognition result,
Therefore, facility information can be rapidly and accurately obtained, discrimination is improved.In addition, being utilized since equipment identification information immobilizes
The equipment identification information of terminal device rather than apparatus characteristic information carries out match cognization, avoid leading since apparatus characteristic information changes
Cause recognition failures.
Optionally, the cache database includes facility information cache database and/or characteristic information cache database, institute
It states association in facility information cache database and saves equipment identification information and facility information, be associated in the characteristic information data library
Save equipment identification information and apparatus characteristic information.
In the embodiment of the present invention, facility information identification is carried out using two cache databases, further improves discrimination.
Optionally, the first apparatus information acquiring module is used for:
If being cached with the equipment identification information successful match in the facility information cache database from the facility information
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in database.
Optionally, the first apparatus information acquiring module is used for:
If being cached with the equipment identification information successful match in the characteristic information cache database from the characteristic information
The associated apparatus characteristic information of the equipment identification information is obtained in database；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match obtains
Facility information of the facility information for taking matching to obtain as the terminal device.
Optionally, it the system also includes cache database update module, is used for:
After detecting target information in the facility information, the facility information is associated with preservation with equipment identification information
To the facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information and the apparatus characteristic information are closed
UNPROFOR is stored in the characteristic information cache database.
System provided in an embodiment of the present invention in the non-successful match of cache database, but recognizes by other means
After facility information, if in the facility information recognized including target information, then it is assumed that the facility information is complete and/or credible, will
Relevant information adds in cache database, to improve the hit rate and recognition speed of subsequent identification.
Optionally, the target information includes equipment brand, device type and device model.
Optionally, the second apparatus information acquiring module is used for:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
System provided in an embodiment of the present invention not only can be with the equipment of acquisition terminal when identifying to terminal device
Characteristic information, and using regularity collection matching obtain facility information, can with the equipment identification information of acquisition terminal equipment, and
Equipment information database is searched accordingly obtains facility information.The embodiment of the present invention and non-used single identification method progress equipment knowledge
Not, but bonding apparatus information database carries out equipment identification, improves equipment discrimination.
The embodiment of the present invention also provides a kind of computer system, comprising:
One or more processors；
Memory；
One or more application program, wherein one or more of application programs are stored in the memory and quilt
It is configured to be executed by one or more of processors, realizes the method as described in any implementation of first aspect.
The embodiment of the present invention also provides a kind of computer readable storage medium, for being stored as used in above-mentioned computer system
Application program instruction.
Algorithm and display are not inherently related to any particular computer, virtual system, or other device provided herein.
Various general-purpose systems can also be used together with teachings based herein.As described above, it constructs required by this kind of system
Structure be obvious.In addition, the present invention is also not directed to any particular programming language.It should be understood that can use various
Programming language realizes summary of the invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that implementation of the invention
Example can be practiced without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this specification.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of the various inventive aspects,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the disclosed method should not be interpreted as reflecting the following intention: i.e. required to protect
Shield the present invention claims features more more than feature expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art will understand that can be carried out adaptively to the module in the equipment in embodiment
Change and they are arranged in one or more devices different from this embodiment.It can be the module or list in embodiment
Member or component are combined into a module or unit or component, and furthermore they can be divided into multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it can use any
Combination is to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so disclosed
All process or units of what method or apparatus are combined.Unless expressly stated otherwise, this specification is (including adjoint power
Benefit require, abstract and attached drawing) disclosed in each feature can carry out generation with an alternative feature that provides the same, equivalent, or similar purpose
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments in this include institute in other embodiments
Including certain features rather than other feature, but the combination of the feature of different embodiment means in the scope of the present invention
Within and form different embodiments.For example, in the following claims, embodiment claimed it is any it
One can in any combination mode come using.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) Lai Shixian according to the system in the embodiment of the present invention in some or all portions
The some or all functions of part.The present invention is also implemented as a part or complete for executing method as described herein
The device or device program (for example, computer program and computer program product) in portion.It is such to realize program of the invention
It can store on a computer-readable medium, or may be in the form of one or more signals.Such signal can be with
It downloads from internet website, is perhaps provided on the carrier signal or is provided in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and ability
Field technique personnel can be designed alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between parentheses should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" located in front of the element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be through the same hardware branch
To embody.The use of word first, second, and third does not indicate any sequence.These words can be explained and be run after fame
Claim.
The embodiment of the invention discloses:
A1, a kind of terminal device recognition methods characterized by comprising
Obtain the equipment identification information and apparatus characteristic information of the terminal device real-time report of access；
The equipment identification information is matched with the equipment identification information in cache database, the cache database
It is to be updated according to historical Device recognition result；
If successful match, identification of the facility information as the terminal device is obtained according to the equipment identification information being matched to
As a result；
If matching unsuccessful or facility information can not be obtained according to the equipment identification information being matched to, the equipment mark is utilized
Know information and apparatus characteristic information identifies the terminal device, obtains the facility information of the terminal device.
A2, method according to a1, the cache database include facility information cache database and/or characteristic information
Cache database, association saves equipment identification information and facility information, the feature letter in the facility information cache database
It ceases association in database and saves equipment identification information and apparatus characteristic information.
A3, the method according to A2, if the successful match, the equipment that the terminal device is obtained according to matching result
Information, comprising:
If being cached with the equipment identification information successful match in the facility information cache database from the facility information
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in database.
A4, the method according to A2 believe if successful match according to the equipment that matching result obtains the terminal device
Breath, comprising:
If being cached with the equipment identification information successful match in the characteristic information cache database from the characteristic information
The associated apparatus characteristic information of the equipment identification information is obtained in database；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match obtains
Facility information of the facility information for taking matching to obtain as the terminal device.
A5, according to the described in any item methods of A2-A4, it is described to utilize the equipment identification information and apparatus characteristic information pair
The terminal device is identified, after obtaining the facility information of the terminal device, this method further include:
After detecting target information in the facility information, the facility information is associated with preservation with equipment identification information
To the facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information and the apparatus characteristic information are closed
UNPROFOR is stored in the characteristic information cache database.
A6, method according to a5, the target information include equipment brand, device type and device model.
A7, according to the described in any item methods of A1-A4, it is described to utilize the equipment identification information and apparatus characteristic information pair
The terminal device is identified, the facility information of the terminal device is obtained, comprising:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
B8, a kind of terminal recognition system, comprising:
Information acquisition unit, for obtaining the equipment identification information and equipment feature letter of the terminal device real-time report of access
Breath；
A cache match unit, for carrying out the equipment identification information in the equipment identification information and cache database
Match, the cache database is updated according to historical Device recognition result；
First device information acquisition unit obtains equipment according to the equipment identification information being matched to if being used for successful match
Recognition result of the information as the terminal device；
Second device information acquisition unit, if for matching unsuccessful or can not be obtained according to the equipment identification information being matched to
Facility information is taken, the terminal device is identified using the equipment identification information and apparatus characteristic information, is obtained described
The facility information of terminal device.
B9, the system according to B8, the cache database include facility information cache database and/or characteristic information
Cache database, association saves equipment identification information and facility information, the feature letter in the facility information cache database
It ceases association in database and saves equipment identification information and apparatus characteristic information.
B10, the system according to B9, the first apparatus information acquiring module are used for:
If being cached with the equipment identification information successful match in the facility information cache database from the facility information
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in database.
B11, the system according to B9, the first apparatus information acquiring module are used for:
If being cached with the equipment identification information successful match in the characteristic information cache database from the characteristic information
The associated apparatus characteristic information of the equipment identification information is obtained in database；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match obtains
Facility information of the facility information for taking matching to obtain as the terminal device.
B12, according to the described in any item systems of B9-B11, the system also includes cache database update modules, be used for:
After detecting target information in the facility information, the facility information is associated with preservation with equipment identification information
To the facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information and the apparatus characteristic information are closed
UNPROFOR is stored in the characteristic information cache database.
B13, system according to b12, the target information include equipment brand, device type and device model.
B14, according to the described in any item systems of B8-B13, the second apparatus information acquiring module is used for:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database,
Obtain facility information of the facility information found as the terminal device accessed；
The apparatus characteristic information is matched using scheduled regularity collection, access is obtained according to matching result
The facility information of the terminal device.
C15, a kind of computer system, comprising:
One or more processors；
Memory；
One or more application program, wherein one or more of application programs are stored in the memory and quilt
It is configured to be executed by one or more of processors, realizes such as the described in any item methods of A1-A7.
D16, a kind of computer readable storage medium are answered used in computer system described in above-mentioned C15 for being stored as
With the instruction of program.
Claims (10)
1. a kind of terminal device recognition methods characterized by comprising
Obtain the equipment identification information and apparatus characteristic information of the terminal device real-time report of access；
The equipment identification information is matched with the equipment identification information in cache database, the cache database is root
It is updated according to historical Device recognition result；
If successful match, identification knot of the facility information as the terminal device is obtained according to the equipment identification information being matched to
Fruit；
If matching unsuccessful or facility information can not be obtained according to the equipment identification information being matched to, believed using the device identification
Breath and apparatus characteristic information identify the terminal device, obtain the facility information of the terminal device.
2. the method according to claim 1, wherein the cache database includes facility information cache database
And/or characteristic information cache database, association saves equipment identification information and equipment letter in the facility information cache database
It ceases, association saves equipment identification information and apparatus characteristic information in the characteristic information data library.
If 3. according to the method described in claim 2, it is characterized in that, the successful match, obtained according to matching result described in
The facility information of terminal device, comprising:
If data cached from the facility information with the equipment identification information successful match in the facility information cache database
Facility information of the associated facility information of the equipment identification information as the terminal device is obtained in library.
4. according to the method described in claim 2, it is characterized in that, obtaining the terminal according to matching result if successful match
The facility information of equipment, comprising:
If data cached from the characteristic information with the equipment identification information successful match in the characteristic information cache database
The associated apparatus characteristic information of the equipment identification information is obtained in library；
It is matched using the apparatus characteristic information of the scheduled regularity set to acquisition；If successful match, acquisition
Facility information with obtained facility information as the terminal device.
5. according to the described in any item methods of claim 2-4, which is characterized in that described to utilize the equipment identification information and set
Standby characteristic information identifies the terminal device, after obtaining the facility information of the terminal device, this method further include:
After detecting target information in the facility information, the facility information is associated with equipment identification information and is saved in institute
State facility information cache database；Alternatively,
Target information is detected from the facility information, and the equipment identification information is associated with guarantor with the apparatus characteristic information
It is stored in the characteristic information cache database.
6. according to the method described in claim 5, it is characterized in that, the target information includes equipment brand, device type, and
Device model.
7. method according to claim 1-4, which is characterized in that described to utilize the equipment identification information and set
Standby characteristic information identifies the terminal device, obtains the facility information of the terminal device, comprising:
The associated facility information of equipment identification information of the terminal device of access is searched in equipment information database, is obtained
Facility information of the facility information found as the terminal device of access；
The apparatus characteristic information is matched using scheduled regularity collection, is obtained according to matching result described in accessing
The facility information of terminal device.
8. a kind of terminal recognition system characterized by comprising
Information acquisition unit, the equipment identification information and apparatus characteristic information of the terminal device real-time report for obtaining access；
Cache match unit, for the equipment identification information to be matched with the equipment identification information in cache database,
The cache database is updated according to historical Device recognition result；
First device information acquisition unit obtains facility information according to the equipment identification information being matched to if being used for successful match
Recognition result as the terminal device；
Second device information acquisition unit, if for matching unsuccessful or can not be set according to the equipment identification information acquisition being matched to
Standby information, identifies the terminal device using the equipment identification information and apparatus characteristic information, obtains the terminal
The facility information of equipment.
9. a kind of computer system characterized by comprising
One or more processors；
Memory；
One or more application program, wherein one or more of application programs are stored in the memory and are configured
To be executed by one or more of processors, the method according to claim 1 to 7 is realized.
10. a kind of computer readable storage medium, which is characterized in that for being stored as computer described in the claims 9
The instruction of application program used in system.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111007783A (en) * | 2019-12-28 | 2020-04-14 | 广东电科院能源技术有限责任公司 | Safety management and control system and method |
| CN111131178A (en) * | 2019-12-04 | 2020-05-08 | 北京奇虎科技有限公司 | Terminal equipment identification method, device, equipment and computer storage medium |
| CN114039849A (en) * | 2021-10-25 | 2022-02-11 | 深圳毅芯半导体有限公司 | Equipment parameter modification method and device, electronic equipment and storage medium |
| CN114938390A (en) * | 2022-05-05 | 2022-08-23 | 广东洲明节能科技有限公司 | Device management method, device, computer device and storage medium |
Citations (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101170451A (en) * | 2007-12-03 | 2008-04-30 | 华为技术有限公司 | A device management method and a device proxy system |
| US20100214075A1 (en) * | 2009-02-24 | 2010-08-26 | Heung-Suk Chae | Apparatus and method for failure management of rfid middleware management system |
| CN102136100A (en) * | 2010-01-25 | 2011-07-27 | 索尼公司 | Power Management Apparatus, Electronic Appliance, and Method of Managing Power |
| CN102916836A (en) * | 2012-10-18 | 2013-02-06 | 北京奇虎科技有限公司 | Method and system for carrying out safety monitoring on monitored terminals |
| CN103475577A (en) * | 2013-09-29 | 2013-12-25 | 小米科技有限责任公司 | Method, device and network equipment for obtaining characteristic information |
| CN103516563A (en) * | 2013-10-18 | 2014-01-15 | 北京奇虎科技有限公司 | Equipment and method for monitoring abnormal or normal command |
| WO2015025249A2 (en) * | 2013-08-23 | 2015-02-26 | Dor Givon | Methods, systems, apparatuses, circuits and associated computer executable code for video based subject characterization, categorization, identification, tracking, monitoring and/or presence response |
| WO2015148727A1 (en) * | 2014-03-26 | 2015-10-01 | AltSchool, PBC | Learning environment systems and methods |
| CN105163275A (en) * | 2015-07-31 | 2015-12-16 | 腾讯科技（深圳）有限公司 | Data sending method, related device and system |
| CN106330520A (en) * | 2015-07-02 | 2017-01-11 | 中兴通讯股份有限公司 | Method and device of extracting feature information of terminal equipment |
| CN106489248A (en) * | 2014-05-13 | 2017-03-08 | 埃利蒙特公司 | System and method for the electron key supply related to mobile device and Access Management Access |
| CN106888106A (en) * | 2015-12-16 | 2017-06-23 | 国家电网公司 | The extensive detecting system of IT assets in intelligent grid |
| CN108011976A (en) * | 2017-12-26 | 2018-05-08 | 福建星瑞格软件有限公司 | A kind of recognition methods of access terminals model and computer equipment |
| CN108108438A (en) * | 2017-12-20 | 2018-06-01 | 深圳市恒腾网络有限公司 | The recognition methods of behavioral data and device |
| CN108271151A (en) * | 2016-12-31 | 2018-07-10 | 中国移动通信集团辽宁有限公司 | For the method and device of mobile Internet terminal identification |
| 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 |
| CN108897996A (en) * | 2018-06-05 | 2018-11-27 | 北京市商汤科技开发有限公司 | Identification information correlating method and device, electronic equipment and storage medium |
| CN109246163A (en) * | 2017-07-10 | 2019-01-18 | 中国电信股份有限公司 | End message recognition methods and device |
-
2019
- 2019-03-12 CN CN201910186325.6A patent/CN109905292B/en active Active
Patent Citations (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101170451A (en) * | 2007-12-03 | 2008-04-30 | 华为技术有限公司 | A device management method and a device proxy system |
| US20100214075A1 (en) * | 2009-02-24 | 2010-08-26 | Heung-Suk Chae | Apparatus and method for failure management of rfid middleware management system |
| CN102136100A (en) * | 2010-01-25 | 2011-07-27 | 索尼公司 | Power Management Apparatus, Electronic Appliance, and Method of Managing Power |
| CN102916836A (en) * | 2012-10-18 | 2013-02-06 | 北京奇虎科技有限公司 | Method and system for carrying out safety monitoring on monitored terminals |
| WO2015025249A2 (en) * | 2013-08-23 | 2015-02-26 | Dor Givon | Methods, systems, apparatuses, circuits and associated computer executable code for video based subject characterization, categorization, identification, tracking, monitoring and/or presence response |
| CN103475577A (en) * | 2013-09-29 | 2013-12-25 | 小米科技有限责任公司 | Method, device and network equipment for obtaining characteristic information |
| CN103516563A (en) * | 2013-10-18 | 2014-01-15 | 北京奇虎科技有限公司 | Equipment and method for monitoring abnormal or normal command |
| WO2015148727A1 (en) * | 2014-03-26 | 2015-10-01 | AltSchool, PBC | Learning environment systems and methods |
| CN106489248A (en) * | 2014-05-13 | 2017-03-08 | 埃利蒙特公司 | System and method for the electron key supply related to mobile device and Access Management Access |
| CN106330520A (en) * | 2015-07-02 | 2017-01-11 | 中兴通讯股份有限公司 | Method and device of extracting feature information of terminal equipment |
| CN105163275A (en) * | 2015-07-31 | 2015-12-16 | 腾讯科技（深圳）有限公司 | Data sending method, related device and system |
| CN106888106A (en) * | 2015-12-16 | 2017-06-23 | 国家电网公司 | The extensive detecting system of IT assets in intelligent grid |
| CN108271151A (en) * | 2016-12-31 | 2018-07-10 | 中国移动通信集团辽宁有限公司 | For the method and device of mobile Internet terminal identification |
| CN109246163A (en) * | 2017-07-10 | 2019-01-18 | 中国电信股份有限公司 | End message recognition methods and device |
| CN108108438A (en) * | 2017-12-20 | 2018-06-01 | 深圳市恒腾网络有限公司 | The recognition methods of behavioral data and device |
| CN108011976A (en) * | 2017-12-26 | 2018-05-08 | 福建星瑞格软件有限公司 | A kind of recognition methods of access terminals model and computer equipment |
| 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 |
| CN108897996A (en) * | 2018-06-05 | 2018-11-27 | 北京市商汤科技开发有限公司 | Identification information correlating method and device, electronic equipment and storage medium |
Non-Patent Citations (3)
| Title |
|---|
| CHUNCAN DENG: "Accurate recognition and extraction of massive device monitoring signals based on dynamic updating of genetic ant colony algorithm", 《IEEE EUROCON 2017 -17TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES》 * |
| 毕浩然: "基于设备识别的网络扫描工具Kscan的设计与实现", 《中国优秀硕士学位论文全文数据库信息科技辑》 * |
| 王晓东: "射频识别技术在医疗设备管理中的应用", 《影像研究与医学应用》 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111131178A (en) * | 2019-12-04 | 2020-05-08 | 北京奇虎科技有限公司 | Terminal equipment identification method, device, equipment and computer storage medium |
| CN111007783A (en) * | 2019-12-28 | 2020-04-14 | 广东电科院能源技术有限责任公司 | Safety management and control system and method |
| CN114039849A (en) * | 2021-10-25 | 2022-02-11 | 深圳毅芯半导体有限公司 | Equipment parameter modification method and device, electronic equipment and storage medium |
| CN114938390A (en) * | 2022-05-05 | 2022-08-23 | 广东洲明节能科技有限公司 | Device management method, device, computer device and storage medium |
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