CN110334162B - Address recognition method and device - Google Patents
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- CN110334162B CN110334162B CN201910387576.0A CN201910387576A CN110334162B CN 110334162 B CN110334162 B CN 110334162B CN 201910387576 A CN201910387576 A CN 201910387576A CN 110334162 B CN110334162 B CN 110334162B
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Abstract
The invention provides an address identification method and device, and relates to the technical field of address identification. The address identification method comprises the following steps: and preprocessing the original address data according to a preset rule to obtain the address data. And extracting administrative region information in the address data, updating the address data according to the extraction result, and obtaining the updated address data. And matching the updated address data with the corresponding pre-stored address data to obtain the matching degree. And if the matching degree is greater than a preset threshold value, determining the updated address as the user address. The effects of improving the error correction capability and increasing the identification accuracy are achieved.
Description
Technical Field
The invention relates to the technical field of address identification, in particular to an address identification method and device.
Background
With the development of electronic commerce, the logistics industry develops rapidly, the user address is important information that the logistics industry can complete the business in time, and for the logistics industry, the user address can be identified accurately, so that the user address is a necessary link for providing services.
In the prior art, whether the format of target address data is complete is judged according to a preset address format, if the format is incomplete, the missing format of the target address data is determined according to a preset address format rule, and address information corresponding to the missing format in the target address data is supplemented.
In the prior art, only missing data in the preset address format can be supplemented, so that the error correction capability is weak and the identification accuracy is insufficient.
Disclosure of Invention
The present invention aims to provide an address identification method and apparatus to solve the problems of weak error correction capability and insufficient identification accuracy.
In order to achieve the above purpose, the embodiment of the present invention adopts the following technical solutions:
in a first aspect, an embodiment of the present invention provides an address identification method, including: and preprocessing the original address data according to a preset rule to obtain the address data. And extracting administrative region information in the address data, updating the address data according to the extraction result, and obtaining the updated address data. And matching the updated address data with the corresponding pre-stored address data to obtain the matching degree. And if the matching degree is greater than a preset threshold value, determining the updated address as the user address.
Optionally, preprocessing the original address data according to a preset rule to obtain the address data, including: and clearing the personal information, the repeated fields and the fields which do not accord with the preset rules of the user in the original address data. And taking the cleared original address data as address data.
Optionally, updating the address data according to the extraction result, and obtaining updated address data, including: and if the extraction result contains the effective administrative district information, the address data is used as the updated address data. And if the extraction result is that the administrative area information is not acquired or the acquired administrative area information is invalid administrative area information, acquiring the geographic position information of the device executing the address identification method, and acquiring the valid administrative area information according to the geographic position information. And updating the address data according to the effective administrative district information to obtain the updated address data.
Optionally, matching the updated address data with corresponding pre-stored address data, and after obtaining the matching degree, further including: and if the matching degree is smaller than the preset threshold value, acquiring the user information corresponding to the updated address data. And acquiring corresponding user historical address information according to the user information. And matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
Optionally, after the updated address is matched with the corresponding user historical address information, the method further includes: and if not, acquiring the geographical position information of the service place in the historical address information corresponding to the user information, and acquiring the user address according to the geographical position information.
In a second aspect, an embodiment of the present invention further provides an address identification apparatus, including:
and the acquisition module is used for preprocessing the original address data according to a preset rule to acquire the address data. And the updating module is used for extracting administrative region information in the address data, updating the address data according to the extraction result and obtaining the updated address data. And the matching module is used for matching the updated address data with the corresponding pre-stored address data to obtain the matching degree. And the confirming module is used for confirming that the updated address is the user address if the matching degree is greater than the preset threshold value.
Optionally, the obtaining module is specifically configured to clear the user personal information, the repeated fields, and the fields that do not meet the preset rule in the original address data. And taking the cleared original address data as address data.
Optionally, the updating module is specifically configured to take the address data as updated address data if the extraction result includes valid administrative district information. And if the extraction result is that the administrative area information is not acquired or the acquired administrative area information is invalid administrative area information, acquiring the geographic position information of the device executing the address identification method, and acquiring the valid administrative area information according to the geographic position information. And updating the address data according to the effective administrative district information to obtain the updated address data.
Optionally, the matching module is specifically configured to, if the matching degree is smaller than a preset threshold, obtain user information corresponding to the updated address data. And acquiring corresponding user historical address information according to the user information. And matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
Optionally, the matching module is further configured to, if the user information is not matched with the service location, obtain geographic location information of the service location in the historical address information corresponding to the user information, and obtain the user address according to the geographic location information.
The invention has the beneficial effects that: according to the address identification method provided by the invention, the updated address data is obtained by extracting administrative region information in the address data and updating the address data according to the extraction result, the updated address data is matched with the corresponding pre-stored address data to obtain the matching degree, and the updated address is confirmed as the user address according to the matching degree. The error correction capability of the address information is improved, and the effect of increasing the identification accuracy is achieved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present invention and therefore should not be considered as limiting the scope, and for those skilled in the art, other related drawings can be obtained according to the drawings without inventive efforts.
Fig. 1 is a schematic flowchart of an address identification method according to an embodiment of the present application;
fig. 2 is a schematic flowchart of an address identification method according to another embodiment of the present application;
fig. 3 is a schematic flowchart of an address identification method according to another embodiment of the present application;
fig. 4 is a schematic flowchart of an address identification method according to another embodiment of the present application;
fig. 5 is a schematic flowchart of an address identification method according to another embodiment of the present application;
fig. 6 is a schematic structural diagram of an address recognition apparatus according to an embodiment of the present application;
fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention.
Fig. 1 is a schematic flowchart of an address identification method according to an embodiment of the present application. The main body of the address identification method may be a terminal device, such as a smart phone, a customized terminal, a Personal Digital Assistant (PDA), a notebook computer, a desktop computer, a tablet computer, and other devices with a computing function, which is not limited herein.
The address identification method provided by the application can be applied to the fields of logistics industry, take-away industry and the like which need to apply address identification, for example, when the user address is found to be inaccurate when the article type is carried out, the address identification can be carried out by using the method, and the accurate user address can be obtained, but not limited to this.
As shown in fig. 1, the address recognition method includes:
s101, preprocessing original address data according to a preset rule to obtain the address data.
In some embodiments, the predetermined rules specify all fields that a complete user address should include, such as, but not limited to, administrative area information, street information, house number information, etc. Only if all of these information are in a specified format to form a complete user address can they be correctly identified.
S102, extracting administrative region information in the address data, updating the address data according to the extraction result, and obtaining the updated address data.
The administrative district information may include detailed information of province, city, municipality, district, county, and the like, and the updated address should include valid administrative district information.
And S103, matching the updated address data with corresponding pre-stored address data to obtain the matching degree.
Wherein, the matching degree is used to represent the closeness degree of the updated address data and the indicated real position of the corresponding pre-stored address data.
In some embodiments, the obtaining of the matching degree may be performed by calling a preset Interface, for example, an Application Programming Interface (API) of a hectometer analysis may be called first to obtain an analysis score, and the score of the hectometer analysis is used as the matching degree, or the API of the grand scale map may be called to match addresses of types such as "road", "intersection", "house number", "hot spot business circle" in the grand scale map, and calculate and obtain the corresponding matching degree, which is not limited herein.
And S104, if the matching degree is greater than a preset threshold value, determining the updated address as the user address.
It should be noted that, if the matching degree is greater than the preset threshold, it indicates that the indicated real positions of the updated address data and the corresponding pre-stored address data may be regarded as the same position.
In this embodiment, by extracting administrative area information in the address data, updating the address data according to the extraction result, obtaining updated address data, matching the updated address data with corresponding pre-stored address data, obtaining a matching degree, and determining that the updated address is a user address according to the matching degree. The error correction capability of the address information is improved, and the effect of increasing the identification accuracy is achieved.
Fig. 2 is a schematic flowchart of an address identification method according to another embodiment of the present application.
Optionally, as shown in fig. 2, preprocessing the original address data according to a preset rule to obtain the address data, includes:
s1011, removing the personal information, the repeated fields and the fields which do not accord with the preset rules of the user in the original address data.
In some embodiments, the personal information of the user, such as a name, a phone number, etc., in the original address data is identified through a preset identification algorithm; repeated fields such as repeated filling of administrative districts; and fields that do not comply with preset rules, such as direction of occurrence, distance, etc. For example, if the original address data is "30 m left turn to the first intersection 20 m north from the basaltic zone zhuangjiang way 88 of beijing, south of Jiangsu, and" liqi 12345678910210078 ", where the word" basaltic zone "is a repeated field," liqi 12345678910 "is personal information of the user, and" 30 m left turn to the first intersection 20 m north "and" 210078 "are fields that do not comply with the preset rules, but not limited thereto.
And S1012, taking the cleared original address data as address data.
In some embodiments, as shown in the above example, the address data obtained after purging may be "number 88 of the basalt zhujiang way of the beijing city, south of jiangsu", which is not limited herein.
Fig. 3 is a flowchart illustrating an address identification method according to another embodiment of the present application.
Optionally, as shown in fig. 3, updating the address data according to the extraction result, and obtaining updated address data includes:
and S1021, if the extraction result contains the effective administrative district information, the address data is used as the updated address data.
In some possible embodiments, the extracted result includes valid administrative region information, that is, province, city, autonomous region, direct prefecture city, etc. in the extracted result, the data is complete, and the province and city regions are matched, and the format is correct.
And S1022, if the extraction result is that the administrative area information is not acquired or the acquired administrative area information is invalid administrative area information, acquiring the geographic position information of the device executing the address identification method, and acquiring the valid administrative area information according to the geographic position information.
In some embodiments, the extracted result may not have the administrative district information, or the extracted administrative district information is invalid, for example, if the administrative district information is "shanghai city in liaoning province", the administrative district information is considered invalid, or if the administrative district information includes a symbol or a number, such as "shanxi province/xi ampere city", "henna province (zheng state city)", "010", or the like, when the administrative district information is filled in, the administrative district information cannot be identified, which may result in that the administrative district information is considered not to exist in the extracted result.
At this time, the effective administrative area information may be obtained through the geographical location information of the device executing the address recognition method, for example, if the device executing the address recognition method is a smartphone, the Positioning information of the smartphone is obtained as the geographical location information through a Positioning System, such as a Global Positioning System (GPS), a beidou Positioning System, and the like, and the corresponding administrative area information is obtained as the effective administrative area information according to the geographical location information.
And S1023, updating the address data according to the effective administrative district information to obtain the updated address data.
In some embodiments, after obtaining the valid administrative area information, the valid administrative area information may be updated in the address data, so that the updated address data includes the valid administrative area information.
Fig. 4 is a flowchart illustrating an address identification method according to another embodiment of the present application.
Optionally, as shown in fig. 4, after the updated address data is matched with the corresponding pre-stored address data and the matching degree is obtained, the method further includes:
s201, if the matching degree is smaller than a preset threshold value, obtaining user information corresponding to the updated address data.
In some embodiments, if the matching degree is smaller than the preset threshold value, which indicates that the actual address deviation indicated by the updated address data is too large, the user information corresponding to the updated address data is obtained from the database.
S202, acquiring corresponding historical user address information according to the user information.
In some embodiments, in the database, the user information may correspond to a plurality of pieces of historical address information, each piece of historical address information may be used multiple times, the plurality of pieces of historical address information may be sorted according to the frequency of use, and the plurality of pieces of historical address information that are sorted in the top may be extracted, for example, if the user information corresponds to 10 pieces of historical address information, the historical address information that is 6 pieces of historical address information that are used in the top may be extracted, but not limited thereto.
And S203, matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
In some embodiments, the extracted historical address information is matched with the updated address, for example, by calling a hectogram resolution API, an API of a high-end map, a preset matching algorithm, and the like, which is not limited herein.
And if the historical address information matched with the updated address exists, taking the historical address information as the user address. Since the historical address information is the served address and the position is accurate, the historical address information is used as the user address, and the accuracy of the user address can be ensured.
Fig. 5 is a flowchart illustrating an address identification method according to another embodiment of the present application.
Optionally, as shown in fig. 5, after the updated address is matched with the corresponding user historical address information, the method further includes:
and S204, if the user information is not matched with the service address, acquiring the geographical position information of the service place in the historical address information corresponding to the user information, and acquiring the user address according to the geographical position information.
In some embodiments, if none of the historical address information of the user can be matched with the updated address information, a GPS track of the service person in the historical address information may be acquired, the geographical location information of the service place may be acquired according to the GPS track, and the geographical location information of the service place may be matched with the updated address, in the same manner as in the above example, and if matching is performed, the address corresponding to the geographical location information may be used as the user address.
Fig. 6 is a schematic structural diagram of an address recognition apparatus according to an embodiment of the present application.
As shown in fig. 6, an embodiment of the present invention further provides an address identification apparatus, configured to execute the address identification method provided above, where the apparatus includes:
the obtaining module 301 is configured to pre-process the original address data according to a preset rule, and obtain the address data. And the updating module 302 is configured to extract administrative region information in the address data, update the address data according to the extraction result, and obtain updated address data. The matching module 303 is configured to match the updated address data with corresponding pre-stored address data, so as to obtain a matching degree. The confirming module 304 is configured to confirm that the updated address is the user address if the matching degree is greater than the preset threshold.
Optionally, the obtaining module 301 is specifically configured to clear the user personal information, the repeated fields, and the fields that do not meet the preset rule in the original address data. And taking the cleared original address data as address data.
Optionally, the updating module 302 is specifically configured to, if the extraction result includes valid administrative district information, take the address data as the updated address data. And if the extraction result is that the administrative area information is not acquired or the acquired administrative area information is invalid administrative area information, acquiring the geographic position information of the device executing the address identification method, and acquiring the valid administrative area information according to the geographic position information. And updating the address data according to the effective administrative district information to obtain the updated address data.
Optionally, the matching module 303 is specifically configured to, if the matching degree is smaller than a preset threshold, obtain user information corresponding to the updated address data. And acquiring corresponding user historical address information according to the user information. And matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
Optionally, the matching module 303 is further configured to, if the user information is not matched with the service location, obtain geographic position information of the service location in the historical address information corresponding to the user information, and obtain the user address according to the geographic position information.
These above modules may be one or more integrated circuits configured to implement the above methods, such as: one or more Application Specific Integrated Circuits (ASICs), or one or more microprocessors (DSPs), or one or more Field Programmable Gate Arrays (FPGAs), among others. For another example, when one of the above modules is implemented in the form of a Processing element scheduler code, the Processing element may be a general-purpose processor, such as a Central Processing Unit (CPU) or other processor capable of calling program code. For another example, these modules may be integrated together and implemented in the form of a system-on-a-chip (SOC).
Fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
As shown in fig. 7, the electronic apparatus includes: a processor 401, a computer-readable storage medium 402, and a bus 403, wherein:
the electronic device may include one or more processors 401, a bus 403, and a computer-readable storage medium 402, wherein the computer-readable storage medium 402 is used for storing programs, the processors 401 are communicatively connected with the computer-readable storage medium 402 through the bus 403, and the processors 401 call the programs stored in the computer-readable storage medium 402 to execute the above-mentioned method embodiments.
The electronic device may be a general-purpose computer, a server, a mobile terminal, or the like, and is not limited herein. The electronic equipment is used for realizing the address identification method. The specific implementation and technical effects are similar, and are not described herein again.
Optionally, the invention also provides a program product, for example a computer-readable storage medium, comprising a program which, when being executed by a processor, is adapted to carry out the above-mentioned method embodiments.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
The integrated unit implemented in the form of a software functional unit may be stored in a computer readable storage medium. The software functional unit is stored in a storage medium and includes several instructions to enable a computer device (which may be a personal computer, a server, or a network device) or a processor (processor) to execute some steps of the methods according to the embodiments of the present invention. And the aforementioned storage medium includes: a U disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
Claims (6)
1. An address identification method, comprising:
preprocessing original address data according to a preset rule to obtain address data;
extracting administrative region information in the address data, updating the address data according to an extraction result, and obtaining updated address data;
matching the updated address data with corresponding pre-stored address data to obtain a matching degree;
if the matching degree is larger than a preset threshold value, confirming that the updated address is a user address;
the preprocessing the original address data according to a preset rule to obtain the address data comprises:
clearing user personal information, repeated fields and fields which do not accord with the preset rules in the original address data;
taking the cleared original address data as the address data;
the updating the address data according to the extraction result to obtain the updated address data includes:
if the extraction result contains effective administrative district information, the address data is used as the updated address data;
if the extraction result is that administrative area information is not acquired or the acquired administrative area information is invalid administrative area information, acquiring geographic position information of a device executing the address identification method, and acquiring the valid administrative area information according to the geographic position information;
and updating the address data according to the effective administrative district information to obtain the updated address data.
2. The method according to claim 1, wherein after the step of matching the updated address data with the corresponding pre-stored address data and obtaining the matching degree, the method further comprises:
if the matching degree is smaller than a preset threshold value, acquiring user information corresponding to the updated address data;
acquiring corresponding user historical address information according to the user information;
and matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
3. The method of claim 2, wherein after matching the updated address with the corresponding user historical address information, further comprising:
and if not, acquiring the geographical position information of the service place in the historical address information corresponding to the user information, and acquiring the user address according to the geographical position information.
4. An address recognition apparatus, comprising:
the acquisition module is used for preprocessing the original address data according to a preset rule to acquire the address data;
the updating module is used for extracting administrative region information in the address data, updating the address data according to an extraction result and obtaining updated address data;
the matching module is used for matching the updated address data with corresponding pre-stored address data to obtain matching degree;
the confirming module is used for confirming that the updated address is the user address if the matching degree is larger than a preset threshold value;
the acquisition module is specifically used for clearing user personal information, repeated fields and fields which do not accord with the preset rules in the original address data;
taking the cleared original address data as the address data;
the updating module is specifically configured to, if the extraction result includes valid administrative district information, use the address data as the updated address data;
if the extraction result is that administrative region information is not acquired or the acquired administrative region information is invalid administrative region information, acquiring geographic position information of a device executing the address identification method, and acquiring the valid administrative region information according to the geographic position information;
and updating the address data according to the effective administrative district information to obtain the updated address data.
5. The apparatus according to claim 4, wherein the matching module is specifically configured to, if the matching degree is smaller than a preset threshold, obtain user information corresponding to the updated address data;
acquiring corresponding user historical address information according to the user information;
and matching the updated address with the corresponding user historical address information, and if the updated address is matched with the corresponding user historical address information, taking the corresponding user historical address information as the user address.
6. The apparatus according to claim 5, wherein the matching module is further configured to, if the user information does not match the service location, obtain geographic location information of a service location in the historical address information corresponding to the user information, and obtain the user address according to the geographic location information.
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| CN110928971B (en) * | 2019-11-21 | 2023-05-09 | 深圳无域科技技术有限公司 | Method and device for improving address identification accuracy |
| CN113761085B (en) * | 2020-06-05 | 2023-09-26 | 北京京东振世信息技术有限公司 | Method and device for processing order data |
| CN111930869B (en) * | 2020-08-11 | 2024-02-06 | 上海寻梦信息技术有限公司 | Address correction method, address correction device, electronic equipment and storage medium |
| CN112860724B (en) * | 2020-12-25 | 2024-04-26 | 科讯嘉联信息技术有限公司 | Automatic address deviation correcting method for man-machine fusion customer service system |
| CN112818666A (en) * | 2021-01-29 | 2021-05-18 | 上海寻梦信息技术有限公司 | Address recognition method and device, electronic equipment and storage medium |
| CN112925774B (en) * | 2021-02-01 | 2022-12-02 | 大箴(杭州)科技有限公司 | Method and device for cleaning address data, storage medium and computer equipment |
| CN114003812A (en) * | 2021-10-29 | 2022-02-01 | 深圳壹账通智能科技有限公司 | Address matching method, system, device and storage medium |
| CN115330497A (en) * | 2022-10-11 | 2022-11-11 | 中科云策(深圳)科技成果转化信息技术有限公司 | Data processing method, system and computer readable storage medium |
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