CN104683124A - Terminal type identification method and device - Google Patents
Terminal type identification method and device Download PDFInfo
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- CN104683124A CN104683124A CN201310612136.3A CN201310612136A CN104683124A CN 104683124 A CN104683124 A CN 104683124A CN 201310612136 A CN201310612136 A CN 201310612136A CN 104683124 A CN104683124 A CN 104683124A
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Abstract
The invention relates to a terminal type identification method and device. The method comprises the following steps: acquiring a message sent to network access equipment by a terminal; acquiring the behavior information of the terminal from the message sent to the network access equipment by the terminal; and matching a behavior rule library according to the behavior information, and determining the type of the terminal. Through adoption of the terminal type identification method and device, the problem of difficulty for an identification probe in an identification server according to a static information matching identification database corresponding to a new terminal when the new terminal appears in the prior art is solved, and the identification efficiency of terminal types is increased.
Description
Technical field
The present invention relates to communication technical field, particularly relate to a kind of terminal type recognition methods and device.
Background technology
In prior art, when terminal is by network access equipment access services device, terminal can send various message to network access equipment.And network access equipment can by some special packets of terminal, such as DHCP (Dynamic Host Configuration Protocol, DHCP) message, HTML (Hypertext Markup Language) (Hypertext Transfer Protocol, HTTP) message etc. send to identified server, identification probe in identified server obtains the static information in special packet, according to static information match cognization rule base, obtain the type of terminal.
But, in prior art, the static information corresponding due to each terminal is all different, and the update cycle in recognition rule storehouse is longer, therefore, when there is new terminal, the identification probe in identified server is difficult to the static information match cognization database corresponding according to new terminal, obtain the type of new terminal, recognition efficiency is low.
Summary of the invention
The invention provides a kind of terminal type recognition methods and device, for solving the problem that in prior art, terminal type recognition efficiency is low.
First aspect of the present invention is to provide a kind of terminal type recognition methods, comprising:
Obtain the message that terminal is sent to network access equipment;
The behavioural information gathering described terminal the message of described network access equipment is sent to from described terminal;
According to described behavioural information coupling action rule warehouse, determine the type of described terminal.
In conjunction with first aspect, in the first feasible execution mode of first aspect, described from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, also comprise:
The static information gathering described terminal the message of described network access equipment is sent to from described terminal;
According to the static information match cognization rule base of described terminal, obtain the type of described terminal;
Describedly be sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment, comprise:
If according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
In conjunction with first aspect, in the execution mode that the second of first aspect is feasible, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described according to described behavioural information coupling action rule warehouse, determine the type of described terminal, comprising:
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
In conjunction with the execution mode that the first or the second of first aspect or first aspect are feasible, in the third feasible execution mode of first aspect, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
In conjunction with the third feasible execution mode of first aspect, in the 4th kind of feasible execution mode of first aspect, before the described each rule mated according to described behavioural information in described action rule warehouse, also comprise:
Judge whether the server network address in described behavioural information is accessed by described terminal first time;
The described each rule mated according to described behavioural information in described action rule warehouse, comprising:
If the server network address in described behavioural information by the first time access of described terminal, then mates each rule in described action rule warehouse according to the server network address in described behavioural information.
In conjunction with the third feasible execution mode of first aspect, in the 5th kind of feasible execution mode of first aspect, before the described each rule mated according to described behavioural information in described action rule warehouse, also comprise:
Judge that whether protocol type in described behavioural information is used by the message first time that described terminal is sent to network access equipment;
The described each rule mated according to described behavioural information in described action rule warehouse, comprising:
If the protocol type in described behavioural information was used by the message first time that described terminal is sent to network access equipment, then mate each rule in described action rule warehouse according to the protocol type in described behavioural information.
Second aspect of the present invention is to provide a kind of terminal type recognition device, comprising:
Acquisition module, is sent to the message of network access equipment for obtaining terminal
Acquisition module, for be sent to described network access equipment from described terminal message in gather the behavioural information of described terminal;
Matching module, for according to described behavioural information coupling action rule warehouse, determines the type of described terminal.
In conjunction with second aspect, in the first feasible execution mode of second aspect, described acquisition module also for, at described acquisition module from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, be sent to from described terminal the static information gathering described terminal the message of described network access equipment;
Described acquisition module, also for the static information match cognization rule base according to described terminal, obtains the type of described terminal;
Described acquisition module is sent in the behavioural information gathering described terminal the message of described network access equipment from described terminal, described acquisition module specifically for,
If according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
In conjunction with second aspect, in the execution mode that the second of second aspect is feasible, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described matching module specifically for,
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
In conjunction with the execution mode that the first or the second of second aspect or second aspect are feasible, in the third feasible execution mode of second aspect, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
In the present invention, the message of network access equipment is sent to by obtaining terminal, the behavioural information of acquisition terminal the message of network access equipment is sent to from terminal, according to behavioural information coupling action rule warehouse, determine the type of described terminal, solve in prior art when occurring new terminal, the identification probe in identified server is difficult to, according to the problem of static information match cognization database corresponding to new terminal, improve the recognition efficiency of terminal type.
Accompanying drawing explanation
Fig. 1 is the flow chart of a terminal type recognition methods provided by the invention embodiment;
Fig. 2 is the flow chart of another embodiment of terminal type recognition methods provided by the invention;
Fig. 3 is the schematic diagram of action rule warehouse in terminal type recognition methods provided by the invention;
Fig. 4 is the mutual schematic diagram of terminal, network access equipment, identified server in terminal type recognition methods provided by the invention;
Fig. 5 is the structural representation of a terminal type recognition device provided by the invention embodiment;
Fig. 6 is the structural representation of a terminal type recognition system provided by the invention embodiment.
Embodiment
For making the object of the embodiment of the present invention, technical scheme and advantage clearly, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
The techniques described herein may be used in various communication system, such as current 2G, 3G communication system and next generation communication system, such as global system for mobile communications (GSM, Global System for Mobile communications), code division multiple access (CDMA, Code Division Multiple Access) system, time division multiple access (TDMA, Time Division Multiple Access) system, Wideband Code Division Multiple Access (WCDMA) (WCDMA, Wideband Code Division Multiple Access Wireless), frequency division multiple access (FDMA, Frequency Division Multiple Addressing) system, OFDM (OFDMA, Orthogonal Frequency-Division Multiple Access) system, Single Carrier Frequency Division Multiple Access (SC-FDMA) system, GPRS (GPRS, General Packet Radio Service) system, Long Term Evolution (LTE, Long Term Evolution) system, and other these type of communication systems.
The terminal related in the application can be wireless terminal also can be catv terminal, and wireless terminal can refer to the portable equipment with wireless connecting function.Wireless terminal can through wireless access network (such as, RAN, Radio Access Network) communicate with one or more core net, wireless terminal can be mobile terminal, as mobile phone (or being called " honeycomb " phone) and the computer with mobile terminal, such as, can be portable, pocket, hand-hold type, built-in computer or vehicle-mounted mobile device, they and wireless access network exchange language and/or data.Such as, Personal Communications Services (PCS, Personal Communication Service) phone, cordless telephone, Session Initiation Protocol phone, wireless local loop (WLL, Wireless Local Loop) stand, the equipment such as personal digital assistant (PDA, Personal Digital Assistant).Wireless terminal also can be called system, subscri er unit (Subscriber Unit), subscriber station (Subscriber Station), mobile radio station (Mobile Station), travelling carriage (Mobile), distant station (Remote Station), access point (Access Point), remote terminal (Remote Terminal), access terminal (Access Terminal), user terminal (User Terminal), user agent (User Agent), subscriber equipment (User Device) or subscriber's installation (User Equipment).
Term "and/or" herein, being only a kind of incidence relation describing affiliated partner, can there are three kinds of relations in expression, and such as, A and/or B, can represent: individualism A, exists A and B simultaneously, these three kinds of situations of individualism B.In addition, character "/" herein, general expression forward-backward correlation is to the relation liking a kind of "or".
Fig. 1 is the flow chart of a terminal type recognition methods provided by the invention embodiment, as shown in Figure 1, comprising:
101, the message that terminal is sent to network access equipment is obtained.
The executive agent of terminal type recognition methods provided by the invention is specifically as follows identified server.When terminal is by network access equipment access application server etc., terminal can send various message to network access equipment.And the various messages that terminal sends can be sent to identified server by network access equipment, after the identification probe of identified server collects the behavioural information of terminal from above-mentioned message, identified server can according to the type of the behavioural information determination terminal of terminal.
The type of terminal is divided according to operating system, the terminal of the types such as Android or IOS can be divided into, brand according to terminal is divided, the terminal of the type such as apple, Samsung, Huawei can be divided into, brand according to operating system and terminal is divided, and can be divided into Huawei Android, Samsung Android, apple IOS etc.
102, the behavioural information of acquisition terminal the message of network access equipment is sent to from terminal.
Wherein, behavioural information can comprise: the server network address of terminal access, and/or terminal is sent to the protocol type of the message of network access equipment.
Such as, the server network address of terminal access is specifically as follows: apple application market (app store) network address, Android market network address, the server network address etc. of IP phone (IP Phone).Protocol type specifically can comprise: Airplay agreement, iMessage agreement, Android ADT related protocol, IP Phone agreement etc.Wherein, Airplay agreement is a kind of audio frequency, the transmission of video agreement of Apple, and iMessage agreement is a kind of message transmission protocol of Apple, and Android ADT related protocol is a kind of developing instrument communication protocol for Android operation system.Wherein, identified server can obtain the protocol type that terminal is sent to the message of network access equipment from HTTP message, obtains IP address from other messages.
103, according to behavioural information coupling action rule warehouse, the type of terminal is determined.
Wherein, identified server is after determining the type of terminal, the server that can terminal be sent to access the type of terminal, the server of accessing to make terminal decides the network access authority of terminal according to the type of terminal, or pushes WEB page according to the type of terminal to terminal.
Wherein, in order to improve the recognition efficiency of terminal type further, before step 102, can also comprise: the static information being sent to acquisition terminal the message of network access equipment from terminal; According to the static information match cognization rule base of terminal, obtain the type of described terminal.
Corresponding, step 102 is specifically as follows: if according to the type not getting terminal after the static information match cognization rule base of terminal, be then sent to the behavioural information of acquisition terminal the message of network access equipment from terminal.
Wherein, when getting the type of terminal after identified server is according to the static information match cognization rule base of terminal, the static information storing described terminal in recognition rule storehouse is described.When not getting the type of terminal after identified server is according to the static information match cognization rule base of terminal, the static information not storing described terminal in recognition rule storehouse is described.Wherein, identified server specifically can from DHCP message, HTTP message, SNMP message or DNS message the static information of acquisition terminal.Such as, the static information of terminal can be Option55 in DHCP message, the information such as 60, the UserAgent field in HTTP message, the value information in SNMP message, the host name content etc. in DNS message.
In addition, when getting the type of multiple terminal after identified server is according to the static information match cognization rule base of terminal, the terminal type that the static information that there are two or more correspondences in recognition rule storehouse is similar is described, now, identified server also can be sent to the behavioural information of acquisition terminal the message of network access equipment from terminal.
In addition, the message amount of identified server is sent in order to reduce network access equipment, network access equipment also directly can obtain the behavioural information of terminal from the various messages that terminal sends, by the behavioural information of terminal and the above-mentioned DHCP message mentioned, HTTP message, SNMP message and DNS message send to identified server, make identified server can obtain static information from the above-mentioned four kinds of messages mentioned, when not getting the type of terminal after identified server is according to the static information match cognization rule base of terminal, directly according to the type of the behavioural information determination terminal of network access equipment transmission.
In the present embodiment, the message of network access equipment is sent to by obtaining terminal, the behavioural information of acquisition terminal the message of network access equipment is sent to from terminal, according to behavioural information coupling action rule warehouse, determine the type of described terminal, solve in prior art when occurring new terminal, the identification probe in identified server is difficult to, according to the problem of static information match cognization database corresponding to new terminal, improve the recognition efficiency of terminal type.
Fig. 2 is the flow chart of another embodiment of terminal type recognition methods provided by the invention, and as shown in Figure 2, on basis embodiment illustrated in fig. 1, the every rule in action rule warehouse comprises: concrete behavior, terminal type and confidence score.
Corresponding, step 102 specifically can comprise:
1021, according to each rule in behavioural information coupling action rule warehouse.
Wherein, under the first implements scene, identified server can according to each rule in each behavioural information coupling action rule warehouse of terminal, that is, if terminal repeatedly accesses behavior to same server network address, then identified server mates each rule in action rule warehouse for the behavioural information that each access behavior of terminal is corresponding.Under the second implements scene, identified server also can according to each rule in often kind of behavioural information coupling action rule warehouse of terminal, that is, if terminal repeatedly accesses behavior to same server network address, then identified server only mates each rule in action rule warehouse for the behavioural information that the first time access behavior in the repeatedly access behavior of terminal is corresponding.
1022, the confidence score corresponding with same terminal type in the rule that behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that behavioural information is mated.
1023, terminal type the highest for total confidence score is defined as the type of terminal.
Further, when identified server mates each rule in action rule warehouse according to often kind of behavioural information of terminal, in order to ensure that identified server only once mates behavior for the multiple identical behavioural information of terminal, under the first implements scene, when behavioural information comprises server network address, before step 1021, can also comprise: judge whether the server network address in behavioural information is accessed by terminal first time;
Corresponding, step 1021 specifically can comprise:
If the server network address in behavioural information is by terminal first time access, then according to each rule in the server network address coupling action rule warehouse in behavioural information, as shown in Figure 3, for comprising apple when terminal type, the schematic diagram of action rule warehouse during Android and IP Phone etc.
Implement under scene at the second, when behavioural information comprises protocol type, before step 1021, can also comprise: judge that whether protocol type in behavioural information is sent to the message first time use of network access equipment by terminal;
Corresponding, step 1021 specifically can comprise:
If the protocol type in behavioural information was used by the message first time that terminal is sent to network access equipment, then according to each rule in the protocol type coupling action rule warehouse in behavioural information.
In the present embodiment, the message of network access equipment is sent to by obtaining terminal, the static information of acquisition terminal the message of network access equipment is sent to from terminal, according to static information match cognization rule base, obtain the type of terminal, if according to the type not getting terminal after the static information match cognization rule base of terminal, the behavioural information of acquisition terminal the message of network access equipment is then sent to from terminal, according to behavioural information coupling action rule warehouse, determine the type of described terminal, to solve in prior art when there is new terminal, identification probe in identified server is difficult to the problem according to static information match cognization database corresponding to new terminal, thus the type of terminal first can be obtained according to static information, when not getting the type of terminal according to static information, the type of terminal is obtained further according to the behavioural information of terminal, improve the recognition efficiency of terminal type.
Fig. 4 is the mutual schematic diagram between the control system in the identification probe in terminal, network access equipment, identified server, the recognition rule storehouse in identified server, identified server, the action rule warehouse in identified server, as shown in Figure 4, comprising:
Terminal 41, network access equipment 42 and identified server 43, identified server 43 comprises: identify probe 431, recognition rule storehouse 432 and action rule warehouse 433.
Wherein, when terminal 41 is by network access equipment access services device, various message can be sent to network access equipment 42;
Network access equipment 42 is by the segment message of terminal 41, and such as DHCP message, HTTP message, SNMP message and DNS message etc. send to identified server;
Identification probe 431 in identified server 43 collects the static information of terminal from above-mentioned message, mated by recognition rule storehouse 432, determine the type of terminal, if do not determine the type of terminal, the then behavioural information of network access equipment acquisition terminal from various message, sends to the identification probe 431 in identified server 43 by the behavioural information of terminal, identify that probe 431 is according to the behavioural information of terminal, by action rule warehouse 433, determine the type of terminal.
In the present embodiment, the message of network access equipment is sent to by obtaining terminal, the static information of acquisition terminal four kinds of messages of network access equipment is sent to from terminal, according to static information match cognization rule base, obtain the type of terminal, if according to the type not getting terminal after the static information match cognization rule base of terminal, then from the behavioural information of the terminal of network access equipment acquisition, according to behavioural information coupling action rule warehouse, determine the type of described terminal, to solve in prior art when there is new terminal, identification probe in identified server is difficult to the problem according to static information match cognization database corresponding to new terminal, thus the type of terminal first can be obtained according to static information, when not getting the type of terminal according to static information, the type of terminal is obtained further according to the behavioural information of terminal, improve the recognition efficiency of terminal type.
One of ordinary skill in the art will appreciate that: all or part of step realizing above-mentioned each embodiment of the method can have been come by the hardware that program command is relevant.Aforesaid program can be stored in a computer read/write memory medium.This program, when performing, performs the step comprising above-mentioned each embodiment of the method; And aforesaid storage medium comprises: ROM, RAM, magnetic disc or CD etc. various can be program code stored medium.
Fig. 5 is the structural representation of a terminal type recognition device provided by the invention embodiment, as shown in Figure 5, comprising:
Acquisition module 51, is sent to the message of network access equipment for obtaining terminal;
Acquisition module 52, for be sent to described network access equipment from described terminal message in gather the behavioural information of described terminal;
Matching module 53, for according to described behavioural information coupling action rule warehouse, determines the type of described terminal.
Further, described acquisition module 52 also for, at described acquisition module 52 from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, be sent to from described terminal the static information gathering described terminal the message of described network access equipment;
Described acquisition module 51, also for the static information match cognization rule base according to described terminal, obtains the type of described terminal;
Described acquisition module 52 is sent in the behavioural information gathering described terminal the message of described network access equipment from described terminal, described acquisition module 52 specifically for,
If according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
Further, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described matching module 53 specifically for,
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
Wherein, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
Further, under the first implements scene, when behavioural information comprises server network address, described terminal type recognition device can also comprise: the first judge module;
Described first judge module is used for, and before mating each rule in described action rule warehouse, judges that whether server network address in described behavioural information is by the first time access of described terminal at described matching module 53 according to described behavioural information;
Described matching module 53 specifically for, if the server network address in described behavioural information is by the first time access of described terminal, then mate each rule in described action rule warehouse according to the server network address in described behavioural information.
Under the first implements scene, when behavioural information comprises protocol type, described terminal type recognition device can also comprise: the second judge module;
Described second judge module is used for, to mate each rule in described action rule warehouse according to described behavioural information at described matching module 53 before, judge that whether protocol type in described behavioural information is used by the message first time that described terminal is sent to network access equipment;
Described matching module 53 specifically for, if the protocol type in described behavioural information by described terminal be sent to network access equipment message first time use, then mate each rule in described action rule warehouse according to the protocol type in described behavioural information.
In the present embodiment, the message of network access equipment is sent to by obtaining terminal, the behavioural information of acquisition terminal the message of network access equipment is sent to from terminal, according to behavioural information coupling action rule warehouse, determine the type of described terminal, solve in prior art when occurring new terminal, the identification probe in identified server is difficult to, according to the problem of static information match cognization database corresponding to new terminal, improve the recognition efficiency of terminal type.
Fig. 6 is the structural representation of a terminal type recognition system provided by the invention embodiment, as shown in Figure 6, comprising:
Collector 61, is sent to the message of network access equipment for obtaining terminal, be sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment;
Processor 62, for according to described behavioural information coupling action rule warehouse, determines the type of described terminal.
Further, described collector 61 also for, at described collector 61 from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, the static information gathering described terminal the message of described network access equipment is sent to from described terminal, according to the static information match cognization rule base of described terminal, obtain the type of described terminal.
Corresponding, described collector 61 is sent in the behavioural information gathering described terminal the message of described network access equipment from described terminal, described collector 61 specifically for, if according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
Further, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described processor 62 specifically for,
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
Wherein, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
Under the first implements scene, when behavioural information comprises server network address, described processor 62 also for, to mate each rule in described action rule warehouse according to described behavioural information at described processor before, judge that whether server network address in described behavioural information is by the first time access of described terminal;
Described processor 62 specifically for, if the server network address in described behavioural information is by the first time access of described terminal, then mate each rule in described action rule warehouse according to the server network address in described behavioural information.
Under the second implements scene, when behavioural information comprises protocol type, described processor 62 also for, to mate each rule in described action rule warehouse according to described behavioural information at described processor before, judge that whether protocol type in described behavioural information is used by the message first time that described terminal is sent to network access equipment;
Described processor 62 specifically for, if the protocol type in described behavioural information by described terminal be sent to network access equipment message first time use, then mate each rule in described action rule warehouse according to the protocol type in described behavioural information.
In the present embodiment, the message of network access equipment is sent to by obtaining terminal, the behavioural information of acquisition terminal the message of network access equipment is sent to from terminal, according to behavioural information coupling action rule warehouse, determine the type of described terminal, solve in prior art when occurring new terminal, the identification probe in identified server is difficult to, according to the problem of static information match cognization database corresponding to new terminal, improve the recognition efficiency of terminal type.
Last it is noted that above each embodiment is only in order to illustrate technical scheme of the present invention, be not intended to limit; Although with reference to foregoing embodiments to invention has been detailed description, those of ordinary skill in the art is to be understood that: it still can be modified to the technical scheme described in foregoing embodiments, or carries out equivalent replacement to wherein some or all of technical characteristic; And these amendments or replacement, do not make the essence of appropriate technical solution depart from the scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a terminal type recognition methods, is characterized in that, comprising:
Obtain the message that terminal is sent to network access equipment;
The behavioural information gathering described terminal the message of described network access equipment is sent to from described terminal;
According to described behavioural information coupling action rule warehouse, determine the type of described terminal.
2. method according to claim 1, is characterized in that, described from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, also comprises:
The static information gathering described terminal the message of described network access equipment is sent to from described terminal;
According to the static information match cognization rule base of described terminal, obtain the type of described terminal;
Describedly be sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment, comprise:
If according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
3. method according to claim 1, is characterized in that, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described according to described behavioural information coupling action rule warehouse, determine the type of described terminal, comprising:
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
4. the method according to claim 1 or 2 or 3, it is characterized in that, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
5. method according to claim 4, is characterized in that, before the described each rule mated according to described behavioural information in described action rule warehouse, also comprises:
Judge whether the server network address in described behavioural information is accessed by described terminal first time;
The described each rule mated according to described behavioural information in described action rule warehouse, comprising:
If the server network address in described behavioural information by the first time access of described terminal, then mates each rule in described action rule warehouse according to the server network address in described behavioural information.
6. method according to claim 4, is characterized in that, before the described each rule mated according to described behavioural information in described action rule warehouse, also comprises:
Judge that whether protocol type in described behavioural information is used by the message first time that described terminal is sent to network access equipment;
The described each rule mated according to described behavioural information in described action rule warehouse, comprising:
If the protocol type in described behavioural information was used by the message first time that described terminal is sent to network access equipment, then mate each rule in described action rule warehouse according to the protocol type in described behavioural information.
7. a terminal type recognition device, is characterized in that, comprising:
Acquisition module, is sent to the message of network access equipment for obtaining terminal;
Acquisition module, for be sent to described network access equipment from described terminal message in gather the behavioural information of described terminal;
Matching module, for according to described behavioural information coupling action rule warehouse, determines the type of described terminal.
8. device according to claim 7, it is characterized in that, described acquisition module also for, at described acquisition module from before described terminal is sent to the behavioural information gathering described terminal the message of described network access equipment, be sent to from described terminal the static information gathering described terminal the message of described network access equipment;
Described acquisition module, also for the static information match cognization rule base according to described terminal, obtains the type of described terminal;
Described acquisition module is sent in the behavioural information gathering described terminal the message of described network access equipment from described terminal, described acquisition module specifically for,
If according to the type not getting described terminal after the static information match cognization rule base of described terminal, be then sent to from described terminal the behavioural information gathering described terminal the message of described network access equipment.
9. device according to claim 7, is characterized in that, the every rule in described action rule warehouse comprises: concrete behavior, terminal type and confidence score;
Described matching module specifically for,
The each rule in described action rule warehouse is mated according to described behavioural information;
The confidence score corresponding with same terminal type in the rule that described behavioural information is mated is added, obtains the total confidence score corresponding with each terminal type in the rule that described behavioural information is mated;
Terminal type the highest for total confidence score is defined as the type of described terminal.
10. the device according to claim 7 or 8 or 9, it is characterized in that, described behavioural information comprises: the server network address of described terminal access, and/or described terminal is sent to the protocol type of the message of network access equipment.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
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