CN107330126A

CN107330126A - Method and apparatus for output information

Info

Publication number: CN107330126A
Application number: CN201710596830.9A
Authority: CN
Inventors: 吴介圣; 刘梦宇; 王永会
Original assignee: Beijing Xiaodu Information Technology Co Ltd
Current assignee: Beijing Xiaodu Information Technology Co Ltd
Priority date: 2017-07-20
Filing date: 2017-07-20
Publication date: 2017-11-07
Anticipated expiration: 2037-07-20
Also published as: CN107330126B

Abstract

The embodiment of the present application discloses the method and apparatus for output information.One embodiment of this method includes：Obtain station address to be identified；Determine whether station address to be identified matches with the abnormal user address in abnormal user address set；In response to determining that station address to be identified is matched with the abnormal user address in abnormal user address set, export the abnormal prompt information for indicating station address to be identified for abnormal user address, wherein, abnormal user address set is previously generated by following abnormal address extraction step：Station address set at least one History Order in preset time period is defined as historic user address set；Extract better address length in historic user address set and be less than the historic user address of default better address length, and the historic user address extracted is defined as exception history station address set.The embodiment, which is realized, efficiently identifies whether station address is abnormal user address.

Description

Method and apparatus for output information

Technical field

The application is related to field of computer technology, and in particular to Internet technical field, more particularly, to output information Method and apparatus.

Background technology

With the fast development of internet and mobile Internet, E-business applications are also developed rapidly.User Station address (for example, ship-to or receipts meal address) will be generally provided when using E-business applications to trade company, from And the station address that trade company can provide according to user provides corresponding service, such as by the delivery of goods to ship-to or general Fast food is delivered to receipts meal address.In order to avoid between user and trade company there is cheating, it is necessary to the user provided user Location is identified, with determine station address be normal address either may for cheating abnormal address.

However, not yet occur at present effective identification station address whether be abnormal address solution.

The content of the invention

The purpose of the embodiment of the present application is to propose a kind of improved method and apparatus for output information, come solve with The technical problem that upper background section is mentioned.

The embodiment of the present application discloses A1, a kind of method for output information, and this method includes：With obtaining user to be identified Location；Determine whether above-mentioned station address to be identified matches with the abnormal user address in abnormal user address set；In response to true Fixed above-mentioned station address to be identified is matched with the abnormal user address in above-mentioned abnormal user address set, is exported for indicating The abnormal prompt information that station address to be identified is abnormal user address is stated, wherein, above-mentioned abnormal user address set is to pass through What following abnormal address extraction step was previously generated：By the station address collection at least one History Order in preset time period Conjunction is defined as historic user address set, wherein, History Order includes order note identification and station address, and station address includes positioning Address and better address；Extract better address length in above-mentioned historic user address set and be less than going through for default better address length History station address, and the historic user address extracted is defined as exception history station address set.

Better address length is less than default in A2, such as A1 above-mentioned method, the above-mentioned historic user address set of said extracted The historic user address of better address length, and the historic user address extracted is defined as exception history station address collection Close, including：Extract the history that better address length in above-mentioned historic user address set is less than above-mentioned default better address length Station address；The historic user address extracted is different according to the identical positioning address of better address, it is divided at least one and goes through In history station address subclass, wherein, the better address of the historic user address in each historic user address subset conjunction is identical And positioning address is different, the better address of the historic user address in different historic user address subset conjunctions is different；For upper The each historic user address subset stated during at least one historic user address subset is closed is closed, and the historic user address subset is closed In similar historical station address centering a historic user address delete, wherein, similar historical station address is to being most long Common subsequence length is more than two historic user addresses of default common sequence length threshold；At least one above-mentioned history is used Family address subset merges, and generates abnormal user address set.

A3, such as A2 above-mentioned method, above-mentioned station address also includes station address coordinate；And it is above-mentioned by above-mentioned at least one Individual historic user address subset merges, and before generation abnormal user address set, above-mentioned abnormal address extraction step also includes： Each historic user address subset in being closed at least one above-mentioned historic user address subset is closed, by the historic user address Center historic user address in subclass is deleted, wherein, station address coordinate and the history of center historic user address are used Family address subset is different from the station address coordinate of the historic user address of center historic user address distance in closing is respectively less than Equal to pre-determined distance threshold value.

A4, such as A3 above-mentioned method, each history in the above-mentioned conjunction at least one above-mentioned historic user address subset Station address subclass, by the historic user address subset close in center historic user address delete after, it is above-mentioned singularly Location extraction step also includes：Each historic user address subset in being closed at least one above-mentioned historic user address subset Close, the historic user address subset is closed to the historic user for including presetting the meaningless keyword in meaningless keyword set Deleted from the historic user address subset conjunction address.

Station address collection in A5, such as A4 above-mentioned method, above-mentioned at least one History Order by preset time period Conjunction is defined as historic user address set, including：Obtain at least one History Order in preset time period；Extraction is above-mentioned at least The station address of each History Order in one History Order, and the station address of repetition is removed, generate historic user address set.

A6, such as A5 above-mentioned method, the above method also includes：In response to above-mentioned station address to be identified not with above-mentioned exception Abnormal user address matching in station address set, is exported for indicating that above-mentioned station address to be identified is normal users address Regular prompt information.

A7, such as A6 above-mentioned method, above-mentioned output is used to indicate that above-mentioned station address to be identified is normal users address After regular prompt information, the above method also includes：At least one address type information is obtained, wherein, address type information bag Include address style and address style describes keyword set；According to above-mentioned at least one address type information, determine above-mentioned to wait to know The address style of other station address.

A8, such as A7 above-mentioned method, it is above-mentioned according to above-mentioned at least one address type information, determine above-mentioned user to be identified The address style of address, including：Determine what is matched in above-mentioned at least one address type information with above-mentioned station address to be identified The number of address type information, wherein, above-mentioned station address to be identified includes the ground matched with above-mentioned station address to be identified The address style that the address style of location type information is described in keyword set describes keyword；It is in response to identified number Preset number, then be defined as above-mentioned treat by a kind of address style of the address type information matched with above-mentioned station address to be identified Recognize the address style of station address.

A9, such as A8 above-mentioned method, it is above-mentioned according to above-mentioned at least one address type information, determine above-mentioned user to be identified The address style of address, in addition to：It is more than above-mentioned preset number in response to identified number, then by above-mentioned at least one address The address style that matched position in type information in above-mentioned station address to be identified is in most right address type information is true It is set to the address style of above-mentioned station address to be identified, wherein, of the address type information in above-mentioned station address to be identified Described with the address style that position is this kind of address type information included by above-mentioned station address to be identified in keyword set Address style position of the keyword in above-mentioned station address to be identified is described.

The embodiment of the present application discloses B1, a kind of device for output information, and the device includes：First acquisition unit, matches somebody with somebody Put for obtaining station address to be identified；First determining unit, be configured to determine above-mentioned station address to be identified whether with it is different Abnormal user address matching in conventional family address set；First output unit, is configured to above-mentioned to be identified in response to determining Station address is matched with the abnormal user address in above-mentioned abnormal user address set, is exported for indicating above-mentioned user to be identified Address is the abnormal prompt information of abnormal user address, wherein, above-mentioned abnormal user address set is by following abnormal address What extraction unit was previously generated, above-mentioned abnormal address extraction unit includes：First determining module, is configured to preset time period Station address set at least one interior History Order is defined as historic user address set, wherein, History Order includes Order note identification and station address, station address include positioning address and better address；Second determining module, is configured in extraction State better address length in historic user address set and be less than the historic user address of default better address length, and will be extracted Historic user address be defined as exception history station address set.

B2, such as B1 above-mentioned device, above-mentioned second determining module includes：First extracting sub-module, is configured in extraction State the historic user address that better address length in historic user address set is less than above-mentioned default better address length；Divide son Module, the historic user address for being configured to be extracted is different according to the identical positioning address of better address, is divided at least one During individual historic user address subset is closed, wherein, the better address of the historic user address in each historic user address subset conjunction It is identical and positioning address is different, different historic user address subsets close in historic user address better address it is different；The One deletes submodule, is configured to each historic user address in being closed at least one above-mentioned historic user address subset Set, a historic user address of the similar historical station address centering during the historic user address subset is closed is deleted, its In, similar historical station address is to being that longest common subsequence length is used more than two history of default common sequence length threshold Family address；Merge submodule, be configured to merge at least one above-mentioned historic user address subset, generation abnormal user Gather location.

B3, such as B2 above-mentioned device, above-mentioned station address also includes station address coordinate；And above-mentioned second determining module Also include：Second deletes submodule, is configured to each history in being closed at least one above-mentioned historic user address subset Station address subclass, the center historic user address during the historic user address subset is closed is deleted, wherein, center history is used The station address coordinate of family address is different from the historic user of center historic user address in being closed with the historic user address subset The distance of the station address coordinate of address, which is respectively less than, is equal to pre-determined distance threshold value.

B4, such as B3 above-mentioned device, above-mentioned second determining module also includes：3rd delete submodule, be configured to for Each historic user address subset during at least one above-mentioned historic user address subset is closed is closed, by the historic user address subset The historic user address that conjunction includes presetting the meaningless keyword in meaningless keyword set is sub from the historic user address Deleted in set.

B5, such as B4 above-mentioned device, above-mentioned first determining module includes：Acquisition submodule, when being configured to obtain default Between at least one History Order in section；Second extracting sub-module, is configured to extract each at least one above-mentioned History Order The station address of History Order, and the station address of repetition is removed, generate historic user address set.

B6, such as B5 above-mentioned device, said apparatus also includes：Second output unit, is configured to wait to know in response to above-mentioned Other station address is not matched with the abnormal user address in above-mentioned abnormal user address set, exports above-mentioned to be identified for indicating Station address is the regular prompt information of normal users address.

B7, such as B6 above-mentioned device, said apparatus also includes：Second acquisition unit, is configured to obtain at least one ground Location type information, wherein, address type information includes address style and address style describes keyword set；Second determines list Member, is configured to determine the address style of above-mentioned station address to be identified according to above-mentioned at least one address type information.

B8, such as B7 above-mentioned device, above-mentioned second determining unit includes：3rd determining module, is configured to determination above-mentioned The number of the address type information matched at least one address type information with above-mentioned station address to be identified, wherein, it is above-mentioned The address style description that station address to be identified includes the address type information matched with above-mentioned station address to be identified is crucial Address style in set of words describes keyword；4th determining module, it is present count to be configured in response to identified number Mesh, then be defined as above-mentioned use to be identified by a kind of address style of the address type information matched with above-mentioned station address to be identified The address style of family address.

B9, such as B8 above-mentioned device, it is characterised in that above-mentioned second determining unit also includes：5th determining module, configuration For being more than above-mentioned preset number in response to identified number, then it will be treated in above-mentioned at least one address type information above-mentioned The address style that matched position in identification station address is in most right address type information is defined as above-mentioned user to be identified The address style of address, wherein, matched position of the address type information in above-mentioned station address to be identified is above-mentioned to be identified The address style description that the address style of this kind of address type information included by station address is described in keyword set is crucial Position of the word in above-mentioned station address to be identified.

The embodiment of the present application discloses C1, a kind of electronic equipment, and the electronic equipment includes：One or more processors；Storage Device, for storing one or more programs, when said one or multiple programs are by said one or multiple computing devices, So that said one or multiple processors realize the method as described in any implementation in A1 to A9.

The embodiment of the present application discloses D1, a kind of computer-readable recording medium, is stored thereon with computer program, its feature It is, the method as described in any implementation in A1 to A9 is realized when the computer program is executed by processor.

The method and apparatus for output information that the embodiment of the present application is provided, by by station address to be identified and in advance The abnormal user address set of foundation is matched, and is exported in the event of a match for indicating that station address to be identified is different The abnormal prompt information of normal station address, so as to be effectively utilized abnormal user address set, realizes and efficiently identifies user Whether address is abnormal user address.

Brief description of the drawings

By reading the detailed description made to non-limiting example made with reference to the following drawings, the application's is other Feature, objects and advantages will become more apparent upon：

Fig. 1 is that the application can apply to exemplary system architecture figure therein；

Fig. 2 is the flow chart of one embodiment of the method for output information according to the application；

Fig. 3 is the decomposition process figure of one embodiment of the abnormal address extraction step according to the application；

Fig. 4 is the schematic diagram of an application scenarios of the method for output information according to the application；

Fig. 5 is the flow chart of another embodiment of the method for output information according to the application；

Fig. 6 is the structural representation of one embodiment of the device for output information according to the application；

Fig. 7 is adapted for the structural representation of the computer system of the electronic equipment for realizing the embodiment of the present application.

Embodiment

The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that, in order to Be easy to description, illustrate only in accompanying drawing to about the related part of invention.

It should be noted that in the case where not conflicting, the feature in embodiment and embodiment in the application can phase Mutually combination.Describe the application in detail below with reference to the accompanying drawings and in conjunction with the embodiments.

Fig. 1 shows the method for output information or the implementation of the device for output information that can be using the application The exemplary system architecture 100 of example.

As shown in figure 1, system architecture 100 can include terminal device 101,102,103, network 104 and server 105. Medium of the network 104 to provide communication link between terminal device 101,102,103 and server 105.Network 104 can be with Including various connection types, such as wired, wireless communication link or fiber optic cables etc..

User can be interacted with using terminal equipment 101,102,103 by network 104 with server 105, to receive or send out Send message etc..Various client applications, such as application of ecommerce class, net can be installed on terminal device 101,102,103 The application of page browsing device, the application of shopping class, fast food order class application, searching class application, JICQ, mailbox client, society Hand over platform software etc..

Terminal device 101,102,103 can be the various electronic equipments with display screen, include but is not limited to intelligent hand Machine, tablet personal computer, pocket computer on knee and desktop computer etc..

Server 105 can be to provide the server of various services, such as to being shown on terminal device 101,102,103 The application of ecommerce class provides the background server supported.Background server can to receive ecommerce request etc. data Progress such as analyzes at the processing, and by result (for example, the station address that user submits is the prompt message of abnormal user address) Feed back to terminal device.

It should be noted that the method for output information that the embodiment of the present application is provided typically is held by server 105 OK, correspondingly, the device for output information is generally positioned in server 105.

It should be understood that the number of the terminal device, network and server in Fig. 1 is only schematical.According to realizing need Will, can have any number of terminal device, network and server.

With continued reference to Fig. 2, it illustrates the flow of one embodiment of the method for output information according to the application 200.This is used for the method for output information, comprises the following steps：

Step 201, station address to be identified is obtained.

In the present embodiment, the method for output information runs electronic equipment (such as service shown in Fig. 1 thereon Device) can both ecommerce request that user's using terminal equipment sends be being received (for example, commercial articles ordering request or fast food Subscription request) when, remotely obtain the input of user's using terminal equipment from the terminal device of above-mentioned electronic equipment network connection Station address be used as station address to be identified.

In the present embodiment, above-mentioned electronic equipment can also obtain going through in the first preset time period in the first preset time Station address in history order is used as station address to be identified.For example, in 24 hours the previous days of daily 0 point of acquisition of morning History Order.

It is understood that acquired station address to be identified can be one or multiple.When acquired When station address to be identified is one, step 204 can be directly performed to step 204.When as acquired user to be identified When location is more than one, step 204 can be performed for each in acquired multiple station address to be identified and arrive step 204。

Step 202, determine whether station address to be identified matches with the abnormal user address in abnormal user address set.

In the present embodiment, above-mentioned electronic equipment (such as the server shown in Fig. 1) can determine acquired in step 201 Station address to be identified whether matched with the abnormal user address in abnormal user address set.

In the present embodiment, above-mentioned electronic equipment can exist and station address to be identified in abnormal user address set In the case of the abnormal user address of matching, with determining abnormal user in station address to be identified and abnormal user address set Location is matched.It is on the contrary, it may be determined that station address to be identified is mismatched with the abnormal user address in abnormal user address set.

In some optional implementations of the present embodiment, above-mentioned electronic equipment can station address to be identified with it is different In the case of abnormal user address identical in conventional family address set, station address to be identified and abnormal user address set are determined Abnormal user address matching in conjunction.

In some optional implementations of the present embodiment, above-mentioned electronic equipment can also station address to be identified with The length of the longest common subsequence of abnormal user address in abnormal user address set, which is more than, presets identical sequence length threshold In the case of being worth (for example, 14), determine that station address to be identified is matched with the abnormal user address in abnormal user address set.

Here, it can be pre-established in above-mentioned electronic equipment and the abnormal user address set that is stored with.Abnormal user address Set includes at least one the abnormal user address recognized in advance.

In the present embodiment, abnormal user address set can be previously generated by abnormal address extraction step, please With reference to Fig. 3, show that the step 301 included by abnormal address extraction step arrives step 304 in Fig. 3：

Step 301, the station address set at least one History Order in preset time period is defined as into history to use Family address set.

In the present embodiment, abnormal address extraction step can be by the electricity of method operation thereon for output information What sub- equipment (such as the server shown in Fig. 1) performed.Abnormal address extraction step can also be by with above-mentioned electronic equipment net What other electronic equipments of network connection were performed, then other electronic equipments with above-mentioned electronic equipment network connection will be generated again Abnormal user set be sent to above-mentioned electronic equipment.

Here, the electronic equipment of abnormal address extraction step operation thereon can be by preset time period (for example, when current Between before one month) at least one History Order in station address set be defined as historic user address set.Its In, History Order can include order note identification and station address, and station address can include positioning address and better address.

In some implementations, at least one history that above-mentioned electronic equipment can be obtained in preset time period first is ordered It is single.It is then possible to extract the station address of each History Order at least one History Order, and remove the station address of repetition, Generate historic user address set.So as to which the station address repeated be not present in resulting historic user address set.

Here, order note identification is the unique mark of History Order, can be used for indicating History Order and being distinguished, and is made For example, order note identification can be made up of at least one of following：English character, numeral, word.

Here, positioning address can be the address for positioning station address.Positioning address can be by obtaining user Obtained from the location information of used user terminal, positioning address can also be the electricity installed in the user terminal by user The address selected in each default positioning address that sub- commercial affairs class application is provided.As an example, positioning address can be write The address in word building, the address of cell etc..

Here, better address can be specific address of the station address in positioning address.Better address can be by with The specific address that family is inputted using user terminal.As an example, better address can be the specific room number in office building, it is small Specific building number, unit number and room number in area.

Alternatively, History Order can also include at least one of following：User's mark, merchant identification, order generation time.

Step 302, the history that better address length in historic user address set is less than default better address length is extracted Station address, and the historic user address extracted is defined as exception history station address set.

Here, the electronic equipment of abnormal address extraction step operation thereon can extract acquired historic user address Better address length is less than the historic user address of default better address length (for example, 7) in set, and by the history extracted Station address is defined as exception history station address set.Practical experience shows, better address in a normal station address Length big city is more than default better address length (for example, 7), if the better address length that user fills in is shorter (for example, small In 7 characters), the shorter station address of the better address length is considered as abnormal user address, so as to obtain abnormal user Address set.

In some optional implementations, the step 302 in abnormal address extraction step can include the He of sub-step 3021 Sub-step 3022：

Sub-step 3021, extracts better address length in historic user address set and is less than going through for default better address length History station address.

Sub-step 3022, the historic user address extracted is different according to the identical positioning address of better address, it is divided into During at least one historic user address subset is closed.

Here, by the division of sub-step 3022, at least one resulting historic user address subset is each gone through in closing The better address of historic user address in history station address subclass is identical and positioning address is different, different historic user The better address of historic user address in the subclass of location is different.Due under normal circumstances, being not in substantial amounts of better address The identical and different History Order of positioning address, if it is present showing that station address in this case is abnormal user The possibility of location is larger.

Sub-step 3023, each historic user address subset in being closed at least one historic user address subset is closed, Delete one historic user address of the similar historical station address centering during the historic user address subset is closed.

Here, because user is when inputting station address, in order to express same address, it can often compare when input Arbitrarily, such as, " Rong Ze homes " and " Rong Ze homes north gate " is actually same place, in order to ensureing each historic user This really same address but literary style different situation are not present in the subclass of location, can be for historic user address Each historic user address subset in subclass is closed, the similar historical station address pair during the historic user address subset is closed In a historic user address delete.Here, similar historical station address to refer to longest common subsequence (LCS, Longest Common Subsequence) length is more than two historic users of default common sequence length threshold (for example, 4) Address.So as to which the historic user address during each historic user address subset is closed will be addresses different in practice.

Alternatively, historic user in the similar historical station address pair during historic user address subset is closed When location is deleted, the longer historic user address of similar historical station address centering length can be deleted.

Sub-step 3024, at least one historic user address subset is merged, and generates abnormal user address set.

Here it is possible to which at least one above-mentioned historic user address subset is merged, abnormal user address set is generated.

In some implementations, station address can also include station address coordinate, and such as station address coordinate can be with It is the corresponding latitude and longitude coordinates of positioning address in station address.So, can also before sub-step 3024, sub-step 3023 it Sub-step 3023 ' is performed afterwards.

Sub-step 3023 ', each historic user address subset in being closed at least one historic user address subset is closed, Delete center historic user address during the historic user address subset is closed.

Here, due to practice have shown that, better address is identical in being closed for historic user address subset and positioning address Different each historic user address, if the historic user address subset has station address coordinate and the historic user in closing The distance of the station address coordinate of address is more than other historic user addresses of pre-determined distance threshold value (for example, 500 meters), then this is gone through History station address is that the possibility of abnormal user address is larger., whereas if the station address coordinate of the historic user address with Any of historic user address subset conjunction is different from the station address coordinate of the historic user address of the historic user address Distance be respectively less than and be equal to pre-determined distance threshold value, then the historic user address is the possibility very little of abnormal user address, and more It is probably normal users address.

The each historic user address subset that therefore, it can in being closed at least one historic user address subset is closed, will Delete center historic user address during the historic user address subset is closed.Wherein, the station address of center historic user address Coordinate is different from the historic user address of center historic user address station address in being closed with the historic user address subset is sat Target distance, which is respectively less than, is equal to pre-determined distance threshold value.It is each in being closed so as at least one historic user address subset after deleting Historic user address subset, which is closed, is not present center historic user address, and left historic user address may be considered exception Station address.

In some implementations, sub-step can also be performed after sub-step 3023 ' before sub-step 3024 3023’’。

Sub-step 3023 ' ', each historic user address subset in being closed at least one historic user address subset Close, the historic user address subset is closed to the historic user for including presetting the meaningless keyword in meaningless keyword set Deleted from the historic user address subset conjunction address.

Due to often potentially including some nonsensical words in the better address that user fills in practice, such as：" north Door ", " foreground ", " Electricity Federation " etc., what it is with such better address is not abnormal user address, accordingly, it would be desirable to build in advance It is vertical to preset meaningless keyword set, it is possible to each historic user in being closed at least one historic user address subset Location subclass, includes presetting going through for the meaningless keyword in meaningless keyword set by historic user address subset conjunction History station address is deleted from historic user address subset conjunction.So, it is every during at least one historic user address subset is closed Individual historic user address subset is not present in closing includes the historic user address of meaningless keyword.

Step 203, in response to determining station address to be identified and the abnormal user address in abnormal user address set Match somebody with somebody, export the abnormal prompt information for indicating station address to be identified for abnormal user address.

In the present embodiment, can be in step 202. on the method operation electronic equipment thereon of output information In the case of determining that station address to be identified is matched with the abnormal user address in abnormal user address set, export for indicating Station address to be identified is the abnormal prompt information of abnormal user address.

With continued reference to Fig. 4, Fig. 4 is according to one of the application scenarios of the method for output information of the present embodiment signal Figure.In Fig. 4 application scenarios, first, that is installed in user's using terminal makes a reservation using one request of making a reservation of initiation, and inputs Receive meal address；Afterwards, application server of making a reservation can obtain above-mentioned request of making a reservation with backstage, and by the above-mentioned receipts in asking of making a reservation Meal address is matched with default abnormal user address set, and determines that the match is successful.Then, above-mentioned application server generation use of making a reservation It is the abnormal prompt information of abnormal user address in the above-mentioned receipts meal address of instruction, and the abnormal prompt information generated is sent to Terminal used in above-mentioned user, finally, as shown in reference 401 in Fig. 4, above-mentioned abnormal prompt information is presented to by terminal User.

The method that above-described embodiment of the application is provided is by by station address to be identified and the abnormal user pre-established Address set is matched, and determines that station address to be identified is abnormal user address in the event of a match, so that effectively profit With abnormal user address set, realize and efficiently identify whether station address is abnormal user address, and export for referring to Show the abnormal prompt information that station address to be identified is abnormal user address, then can be it is determined that station address to be identified be different The operation requests of user are prevented during normal station address, and then cheating can be prevented.

With further reference to Fig. 5, it illustrates the flow 500 of another embodiment of the method for output information.The use In the flow 500 of the method for output information, comprise the following steps：

Step 501, station address to be identified is obtained.

Step 502, determine whether station address to be identified matches with the abnormal user address in abnormal user address set.

In the present embodiment, the method for output information runs electronic equipment (such as service shown in Fig. 1 thereon Device) it can determine whether station address to be identified matches with the abnormal user address in abnormal user address set, if it is determined that Matching, then go to step 503, if it is determined that mismatches, then goes to step 504.

Step 503, the abnormal prompt information for indicating station address to be identified for abnormal user address is exported.

In the present embodiment, the method for output information runs electronic equipment (such as service shown in Fig. 1 thereon Device) it can determine what station address to be identified was matched with the abnormal user address in abnormal user address set in step 503 In the case of, export the abnormal prompt information for indicating station address to be identified for abnormal user address.

In the present embodiment, walked in the concrete operations of step 501, step 502 and step 503 and embodiment shown in Fig. 2 Rapid 201, the concrete operations of step 202 and step 203 are essentially identical, will not be repeated here.

Step 504, the regular prompt information for indicating station address to be identified for normal users address is exported.

In the present embodiment, the method for output information runs electronic equipment (such as service shown in Fig. 1 thereon Device) it can determine that station address to be identified is not matched with the abnormal user address in abnormal user address set in step 503 In the case of, export the regular prompt information for indicating station address to be identified for normal users address.

In some optional implementations of the present embodiment, above-mentioned electronic equipment can also be performed after step 504 Following steps 505 and step 506：

Step 505, at least one address type information is obtained.

In this implementation, at least one address type information can be previously stored with above-mentioned electronic equipment.Wherein, Address type information can include address style and address style describes keyword set.As an example, being given in table several Address style address style corresponding with the address style describes keyword set.

Address style	Address style describes keyword set
		Stay	Family, apartment, hotel, hotel, cell
Work	Office, mansion, company, group, Technology Park
		School	University, institute, middle school, primary school, kindergarten, school
Life	Supermarket, emergency treatment, community, pharmacy, hospital
		Amusement	Club, market, Internet bar, KTV

Table 1

Step 506, according at least one address type information, the address style of station address to be identified is determined.

In this implementation, above-mentioned electronic equipment can be according at least one address style acquired in step 505 Information, determines the address style of station address to be identified.

For every kind of address type information, address style therein describes keyword set and describes address style therein Station address in the keyword that may relate to, therefore, it can whether include certain address according in station address to be identified Address style in type information describes keyword to determine the address style of station address to be identified.

In some optional implementations, step 506 can include following sub-step 5061 and arrive sub-step 5063：

Sub-step 5061, determines the address style letter matched at least one address type information with station address to be identified The number of breath.

Here, above-mentioned electronic equipment can determine what is matched at least one address type information with station address to be identified The number of address type information.If identified number is preset number (for example, 1), sub-step 5062 can be gone to, such as Number is more than preset number determined by fruit, then can go to sub-step 5063.Wherein, station address to be identified is included with treating The address style that the address style of the address type information of identification station address matching is described in keyword set describes keyword. If that is, the address style that station address to be identified includes address type information describes address in keyword set Type specification keyword, it is determined that station address to be identified is matched with this kind of address type information.

Alternatively, a kind of special address type information can also be included at least one address type information, it is therein Address style is " other ", and address style, which describes keyword set, to be sky.So, above-mentioned electronic equipment can also be in sub-step In the case that number is 0 determined by rapid 5062, the address style of station address to be identified is defined as " other ".

Sub-step 5062, a kind of address style of the address type information matched with station address to be identified is defined as treating Recognize the address style of station address.

Here, above-mentioned electronic equipment can in sub-step 5061 determined by number be preset number in the case of, directly Connect the ground that a kind of address style of the address type information matched with station address to be identified is defined as to station address to be identified Location type.

Sub-step 5063, the matched position at least one address type information in station address to be identified is in most The address style of right address type information is defined as the address style of station address to be identified.

Here, above-mentioned electronic equipment can in sub-step 5061 determined by number be more than preset number in the case of, Matched position at least one address type information in station address to be identified is in most right address type information Address style is defined as the address style of station address to be identified.Wherein, address type information is in station address to be identified Matched position is that the address style of this kind of address type information included by station address to be identified is described in keyword set Address style describes position of the keyword in station address to be identified.

For example, it is assumed that station address to be identified is " inpatient department of the first affiliated hospital of Peking University ", the user to be identified The address style that location includes both including in " school " address style shown in table 1 describes keyword " university ", includes again in table 1 Address style in shown " life " address style describes keyword " hospital ", that is to say, that at least one address type information In the number of address type information that is matched with station address to be identified be more than one, and " life " address style is in user to be identified Matched position (i.e. the position of " hospital " in " inpatient department of the first affiliated hospital of Peking University ") in address and " school " (i.e. " university " is in " inpatient department of the first affiliated hospital of Peking University " for matched position of the location type in station address to be identified Position) right side, thus, it is possible to which the address style of station address to be identified " inpatient department of the first affiliated hospital of Peking University " is true It is set to " life ".

From figure 5 it can be seen that compared with the corresponding embodiments of Fig. 2, the method for output information in the present embodiment Flow 500 the step of had more the address style for determining normal users addresses.Thus, the scheme of the present embodiment description can be Station address is determines the address style of station address in the case of normal address, so as to for subsequently based on station address class Type carries out O＆M and analysis provides basis.

With further reference to Fig. 6, as the realization to method shown in above-mentioned each figure, it is used to export letter this application provides one kind One embodiment of the device of breath, the device embodiment is corresponding with the embodiment of the method shown in Fig. 2, and the device can specifically be answered For in various electronic equipments.

As shown in fig. 6, the device 600 for output information of the present embodiment includes：First acquisition unit 601, first is true Order member 602, the first output unit 603 and abnormal address extraction unit 604.Wherein, first acquisition unit 601, are configured to Obtain station address to be identified；First determining unit 602, is configured to determine whether above-mentioned station address to be identified is used with abnormal Abnormal user address matching in the address set of family；First output unit 603, is configured in response to determining above-mentioned use to be identified Family address is matched with the abnormal user address in above-mentioned abnormal user address set, is exported for indicating above-mentioned user to be identified Location is the abnormal prompt information of abnormal user address, wherein, above-mentioned abnormal user address set is carried by following abnormal address Take what unit 604 was previously generated, above-mentioned abnormal address extraction unit 604 includes：First determining module (not shown), is configured to Station address set at least one History Order in preset time period is defined as historic user address set, wherein, History Order includes order note identification and station address, and station address includes positioning address and better address；Second determining module is (not Show), it is configured to extract better address length in above-mentioned historic user address set and is less than going through for default better address length History station address, and the historic user address extracted is defined as exception history station address set.

In the present embodiment, for output information the first acquisition unit 601 of device 600, the and of the first determining unit 602 The specific processing of first output unit 603 and its technique effect brought can be respectively with reference to steps in Fig. 2 correspondence embodiments 201st, the related description of step 202 and step 203, will not be repeated here.First determining module of abnormal address extraction unit 604 Specific processing with the second determining module and its technique effect that is brought can be respectively with reference to steps 301 in the corresponding embodiments of Fig. 3 With the related description of step 302, it will not be repeated here.

In some optional implementations of the present embodiment, above-mentioned second determining module (not shown) can include：The One extracting sub-module (not shown), be configured to extract in above-mentioned historic user address set better address length be less than it is above-mentioned pre- If the historic user address of better address length；Submodule (not shown) is divided, with being configured to the historic user that will be extracted Location is different according to the identical positioning address of better address, is divided into the conjunction of at least one historic user address subset, wherein, Mei Geli The better address of historic user address in history station address subclass is identical and positioning address is different, different historic user The better address of historic user address in the subclass of location is different；First deletes submodule (not shown), is configured to for upper The each historic user address subset stated during at least one historic user address subset is closed is closed, and the historic user address subset is closed In similar historical station address centering a historic user address delete, wherein, similar historical station address is to being most long Common subsequence length is more than two historic user addresses of default common sequence length threshold；Merge submodule (not shown), It is configured to merge at least one above-mentioned historic user address subset, generates abnormal user address set.

In some optional implementations of the present embodiment, above-mentioned station address can also include station address coordinate； And above-mentioned second determining module (not shown) can also include：Second deletes submodule (not shown), is configured to for upper The each historic user address subset stated during at least one historic user address subset is closed is closed, and the historic user address subset is closed In center historic user address delete, wherein, the station address coordinate of center historic user address and the historic user address Distance in subclass different from the station address coordinate of the historic user address of center historic user address, which is respectively less than, to be equal in advance If distance threshold.

In some optional implementations of the present embodiment, above-mentioned second determining module (not shown) can also include： 3rd deletes submodule (not shown), is configured to each history in being closed at least one above-mentioned historic user address subset Station address subclass, the historic user address subset, which is closed, to be included presetting the meaningless key in meaningless keyword set Deleted from the historic user address subset conjunction historic user address of word.

In some optional implementations of the present embodiment, above-mentioned first determining module (not shown) can include：Obtain Submodule (not shown) is taken, is configured to obtain at least one History Order in preset time period；Second extracting sub-module is (not Show), it is configured to extract the station address of each History Order at least one above-mentioned History Order, and remove the user of repetition Address, generates historic user address set.

In some optional implementations of the present embodiment, said apparatus 600 can also include：Second output unit 605, be configured in response to above-mentioned station address to be identified not with the abnormal user address in above-mentioned abnormal user address set Matching, exports the regular prompt information for indicating above-mentioned station address to be identified for normal users address.

In some optional implementations of the present embodiment, said apparatus 600 can also include：Second acquisition unit 606, it is configured to obtain at least one address type information, wherein, address type information includes address style and address style Keyword set is described；Second determining unit 607, is configured to, according to above-mentioned at least one address type information, determine above-mentioned The address style of station address to be identified.

In some optional implementations of the present embodiment, above-mentioned second determining unit 607 can include：3rd determines Module (not shown), is configured to determine what is matched with above-mentioned station address to be identified in above-mentioned at least one address type information The number of address type information, wherein, above-mentioned station address to be identified includes the ground matched with above-mentioned station address to be identified The address style that the address style of location type information is described in keyword set describes keyword；4th determining module (is not shown Go out), it is preset number to be configured in response to identified number, then by a kind of ground matched with above-mentioned station address to be identified The address style of location type information is defined as the address style of above-mentioned station address to be identified.

In some optional implementations of the present embodiment, above-mentioned second determining unit 607 can also include：5th is true Cover half block (not shown), is configured to be more than above-mentioned preset number in response to identified number, then by above-mentioned at least one ground Matched position in the type information of location in above-mentioned station address to be identified is in the address style of most right address type information It is defined as the address style of above-mentioned station address to be identified, wherein, address type information is in above-mentioned station address to be identified Matched position is that the address style of this kind of address type information included by above-mentioned station address to be identified describes keyword set In address style position of the keyword in above-mentioned station address to be identified is described.

Below with reference to Fig. 7, it illustrates suitable for for the computer system 700 for the electronic equipment for realizing the embodiment of the present application Structural representation.Electronic equipment shown in Fig. 7 is only an example, to the function of the embodiment of the present application and should not use model Shroud carrys out any limitation.

As shown in fig. 7, computer system 700 includes CPU (CPU, Central Processing Unit) 701, its can according to the program being stored in read-only storage (ROM, Read Only Memory) 702 or from storage part 706 programs being loaded into random access storage device (RAM, Random Access Memory) 703 and perform it is various appropriate Action and processing.In RAM 703, the system that is also stored with 700 operates required various programs and data.CPU 701、ROM 702 and RAM 703 is connected with each other by bus 704.Input/output (I/O, Input/Output) interface 705 is also connected to Bus 704.

I/O interfaces 705 are connected to lower component：Storage part 706 including hard disk etc.；And including such as LAN (locals Net, Local Area Network) card, modem etc. NIC communications portion 707.Communications portion 707 is passed through Communication process is performed by the network of such as internet.Driver 708 is also according to needing to be connected to I/O interfaces 705.Detachable media 709, such as disk, CD, magneto-optic disk, semiconductor memory etc., as needed be arranged on driver 708 on, in order to from The computer program read thereon is mounted into storage part 706 as needed.

Especially, in accordance with an embodiment of the present disclosure, the process described above with reference to flow chart may be implemented as computer Software program.For example, embodiment of the disclosure includes a kind of computer program product, it includes being carried on computer-readable medium On computer program, the computer program include be used for execution flow chart shown in method program code.In such reality Apply in example, the computer program can be downloaded and installed by communications portion 707 from network, and/or from detachable media 709 are mounted.When the computer program is performed by CPU (CPU) 701, perform what is limited in the present processes Above-mentioned functions.It should be noted that computer-readable medium described herein can be computer-readable signal media or Computer-readable recording medium either the two any combination.Computer-readable recording medium for example can be --- but Be not limited to --- electricity, magnetic, optical, electromagnetic, system, device or the device of infrared ray or semiconductor, or it is any more than combination. The more specifically example of computer-readable recording medium can include but is not limited to：Electrical connection with one or more wires, Portable computer diskette, hard disk, random access storage device (RAM), read-only storage (ROM), erasable type may be programmed read-only deposit Reservoir (EPROM or flash memory), optical fiber, portable compact disc read-only storage (CD-ROM), light storage device, magnetic memory Part or above-mentioned any appropriate combination.In this application, computer-readable recording medium can any be included or store The tangible medium of program, the program can be commanded execution system, device or device and use or in connection.And In the application, computer-readable signal media can include believing in a base band or as the data of carrier wave part propagation Number, wherein carrying computer-readable program code.The data-signal of this propagation can take various forms, including but not It is limited to electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be computer Any computer-readable medium beyond readable storage medium storing program for executing, the computer-readable medium can send, propagate or transmit use In by the use of instruction execution system, device or device or program in connection.Included on computer-readable medium Program code any appropriate medium can be used to transmit, include but is not limited to：Wirelessly, electric wire, optical cable, RF etc., Huo Zheshang Any appropriate combination stated.

Flow chart and block diagram in accompanying drawing, it is illustrated that according to the system of the various embodiments of the application, method and computer journey Architectural framework in the cards, function and the operation of sequence product.At this point, each square frame in flow chart or block diagram can generation The part of one module of table, program segment or code, the part of the module, program segment or code is used comprising one or more In the executable instruction for realizing defined logic function.It should also be noted that in some realizations as replacement, being marked in square frame The function of note can also be with different from the order marked in accompanying drawing generation.For example, two square frames succeedingly represented are actually It can perform substantially in parallel, they can also be performed in the opposite order sometimes, this is depending on involved function.Also to note Meaning, the combination of each square frame in block diagram and/or flow chart and the square frame in block diagram and/or flow chart can be with holding The special hardware based system of function or operation as defined in row is realized, or can use specialized hardware and computer instruction Combination realize.

Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard The mode of part is realized.Described unit can also be set within a processor, for example, can be described as：A kind of processor bag Include first acquisition unit, the first determining unit, the first output unit and abnormal address extraction unit.Wherein, the name of these units Claim not constituting the restriction to the unit in itself under certain conditions, for example, first acquisition unit is also described as " obtaining The unit of station address to be identified ".

As on the other hand, present invention also provides a kind of computer-readable medium, the computer-readable medium can be Included in device described in above-described embodiment；Can also be individualism, and without be incorporated the device in.Above-mentioned calculating Machine computer-readable recording medium carries one or more program, when said one or multiple programs are performed by the device so that should Device：Obtain station address to be identified；Determine above-mentioned station address to be identified whether with the exception in abnormal user address set Station address is matched；In response to determining the abnormal user in above-mentioned station address to be identified and above-mentioned abnormal user address set Location is matched, and exports the abnormal prompt information for indicating above-mentioned station address to be identified for abnormal user address, wherein, it is above-mentioned different Conventional family address set is previously generated by following abnormal address extraction step：At least one in preset time period is gone through Station address set in history order is defined as historic user address set, wherein, History Order includes order note identification and user Address, station address includes positioning address and better address；Extract better address length in above-mentioned historic user address set small In the historic user address of default better address length, and by the historic user address extracted with being defined as exception history user Gather location.

Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.People in the art Member should be appreciated that invention scope involved in the application, however it is not limited to the technology of the particular combination of above-mentioned technical characteristic Scheme, while should also cover in the case where not departing from foregoing invention design, is carried out by above-mentioned technical characteristic or its equivalent feature Other technical schemes formed by any combination.Such as features described above has similar work(with (but not limited to) disclosed herein The technical characteristic of energy carries out technical scheme formed by replacement mutually.

Claims

1. a kind of method for output information, it is characterised in that methods described includes：

Obtain station address to be identified；

Determine whether the station address to be identified matches with the abnormal user address in abnormal user address set；

It is defeated in response to determining that the station address to be identified is matched with the abnormal user address in the abnormal user address set Go out the abnormal prompt information for indicating the station address to be identified for abnormal user address, wherein, the abnormal user Location set is previously generated by following abnormal address extraction step：

Station address set at least one History Order in preset time period is defined as historic user address set, its In, History Order includes order note identification and station address, and station address includes positioning address and better address；

The historic user address that better address length in the historic user address set is less than default better address length is extracted, And the historic user address extracted is defined as exception history station address set.

2. according to the method described in claim 1, it is characterised in that described to extract in the historic user address set in detail Location length is less than the historic user address of default better address length, and the historic user address extracted is defined as into abnormal go through History station address set, including：

Extract the historic user that better address length in the historic user address set is less than the default better address length Address；

The historic user address extracted is different according to the identical positioning address of better address, it is divided at least one historic user During address subset is closed, wherein, the better address of the historic user address in each historic user address subset conjunction is identical and positions Address is different, and the better address of the historic user address in different historic user address subset conjunctions is different；

Each historic user address subset in being closed at least one described historic user address subset is closed, by the historic user One historic user address of the similar historical station address centering in address subset conjunction is deleted, wherein, similar historical user Location is to being two historic user addresses of the longest common subsequence length more than default common sequence length threshold；

At least one described historic user address subset is merged, abnormal user address set is generated.

3. method according to claim 2, it is characterised in that the station address also includes station address coordinate；And

It is described to merge at least one described historic user address subset, it is described different before generation abnormal user address set Normal address extraction step also includes：

Each historic user address subset in being closed at least one described historic user address subset is closed, by the historic user Center historic user address during address subset is closed is deleted, wherein, the station address coordinate of center historic user address is gone through with this It is equal different from the distance of the station address coordinate of the historic user address of center historic user address in history station address subclass Less than or equal to pre-determined distance threshold value.

4. method according to claim 3, it is characterised in that described at least one described historic user address subset Each historic user address subset in conjunction is closed, and it is deleted in the center historic user address during the historic user address subset is closed Afterwards, the abnormal address extraction step also includes：

Each historic user address subset in being closed at least one described historic user address subset is closed, by the historic user Address subset closes the historic user address for including presetting the meaningless keyword in meaningless keyword set and used from the history Family address subset is deleted in closing.

5. method according to claim 4, it is characterised in that described at least one History Order by preset time period In station address set be defined as historic user address set, including：

Obtain at least one History Order in preset time period；

The station address of each History Order at least one described History Order is extracted, and removes the station address of repetition, is generated Historic user address set.

6. method according to claim 5, it is characterised in that methods described also includes：

Do not match, export with the abnormal user address in the abnormal user address set in response to the station address to be identified For indicating regular prompt information of the station address to be identified for normal users address.

7. method according to claim 6, it is characterised in that the output is used to indicate that the station address to be identified is After the regular prompt information of normal users address, methods described also includes：

At least one address type information is obtained, wherein, address type information includes address style and address style description is crucial Set of words；

According at least one address type information, the address style of the station address to be identified is determined.

8. a kind of device for output information, it is characterised in that described device includes：

First acquisition unit, is configured to obtain station address to be identified；

First determining unit, be configured to determine the station address to be identified whether with the exception in abnormal user address set Station address is matched；

First output unit, is configured in response to determining in the station address to be identified and the abnormal user address set Abnormal user address matching, export for indicate the station address to be identified be abnormal user address abnormal prompt believe Breath, wherein, the abnormal user address set is previously generated by following abnormal address extraction unit, the abnormal address Extraction unit includes：

First determining module, is configured to determine the station address set at least one History Order in preset time period For historic user address set, wherein, History Order includes order note identification and station address, station address include positioning address and Better address；

Second determining module, be configured to extract in the historic user address set better address length be less than it is default in detail The historic user address of location length, and the historic user address extracted is defined as exception history station address set.

9. a kind of electronic equipment, including：

One or more processors；

Storage device, for storing one or more programs,

When one or more of programs are by one or more of computing devices so that one or more of processors Realize the method as described in any in claim 1-7.

10. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is by processor The method as described in any in claim 1-7 is realized during execution.