CN105373588A - Express sorting apparatus and method - Google Patents
Express sorting apparatus and method Download PDFInfo
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- CN105373588A CN105373588A CN201510662897.9A CN201510662897A CN105373588A CN 105373588 A CN105373588 A CN 105373588A CN 201510662897 A CN201510662897 A CN 201510662897A CN 105373588 A CN105373588 A CN 105373588A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2453—Query optimisation
- G06F16/24534—Query rewriting; Transformation
Abstract
The invention relates to the technical field of express sorting, in particular to an express sorting apparatus and method. The method comprises: establishing a retrieval database according to a historical delivery address database and a site delivery region database; and performing word segmentation through a to-be-delivered express address to obtain a retrieval keyword, and performing a query on the retrieval database, so that a to-be-delivered express site corresponding to the to-be-delivered express address can be obtained with relatively high efficiency and relatively high accuracy. The express sorting apparatus and method are simple to operate, low in maintenance cost, high in timeliness and regionalism, capable of better replacing existing artificial sorting and semi-artificial sorting modes.
Description
Technical field
The present invention relates to express delivery Sorting Technique field, specifically, relate to a kind of express delivery sorting equipment and method.
Background technology
Existing express delivery sorting mostly is manual sorting, carrys out the transfer of manual assignment express delivery or end sends part website by staff according to express delivery face single-address.Express delivery sorting personnel not only need to remember a large amount of address information, also will upgrade at any time according to city and site change, and memory difficulty is big, well imagines.So, inevitably there are sorting mistake, inefficiency and the narrow problem of coverage rate.Other are semi-automatic sorting, both by artificial some address keyword data of setting, adopt the string matching segmentation methods based on dictionary, and part or all of as dictionary of keyword, computer is auxiliary to carry out sending part station recognition.In this kind of semi-automatic sorting, because actual express delivery address is in large scale and ways of writing is various, need a large amount of manpowers and time to arrange keyword data, maintenance costs is large, change not in time and easily make mistakes.
Summary of the invention
In order to overcome the above-mentioned defect of prior art, the invention provides a kind of express delivery sorting equipment.
According to express delivery sorting equipment of the present invention, it comprises:
History sends part address database, and it sends part address information for historifying, and history is sent part address information to comprise the history of sending part address to form by least one history and sent part address set;
Website sends regional database with charge free, and it delivers the delivery Website Hosting that forms of website for recording by least one, arbitrary delivery website include send part point to form by least one corresponding with this delivery website send the set of part point;
Longitude and latitude parsing module, it sends part address latitude and longitude information at least one history described being sent part address correspondence to resolve at least one history, and for sending part point correspondence to resolve to allly to send part point latitude and longitude information by all;
Map processing module, it processes for sending part address latitude and longitude information and all part point latitude and longitude information of sending at least one history described, sends part address set to the mapping of delivering Website Hosting to obtain history;
First participle module, it obtains at least one keyword set for sending part address to carry out participle at least one history described with correspondence, arbitrary keyword set includes at least one keyword, and all keywords carry out processing to obtain the keyword distributed intelligence of all keywords at least one delivery website described through mapping processing module;
Statistical treatment module, it obtains the frequency of occurrences of all keywords in arbitrary delivery station point for processing keyword distributed intelligence, and will be not less than the effective keyword of keyword as this delivery website of setting first threshold at arbitrary delivery station point place probability of occurrence;
Searching database, it is for recording the information of all effective keywords and at least one delivery website described, and sets up the mapping of all effective keywords at least one delivery website described;
Seismic acquisition module, it is for gathering part address to be sent;
Second word-dividing mode, it sends part address to carry out participle to obtain at least one search key for treating, and at least one search key described is sent at least one delivery website to be screened that searching database obtains with correspondence;
Parsing module, it is for processing at least one delivery website to be screened described the frequency of occurrences obtaining arbitrary delivery website to be screened, and probability of occurrence is not less than setting Second Threshold delivery website to be screened as wait deliver deliver website; And
Output module, it waits to deliver website for exporting.
In express delivery sorting equipment of the present invention, can part address be sent according to history and set up searching database, sending part address can be stored in history due to history sends in part address database, and the current part address information of sending that seismic acquisition module place gathers also can send to history to send part address database, therefore history sends part address database by real-time update history sending part address, searching database also can be upgraded in real time, thus make searching database possess preferably real-time, and then preferably improve sorting accuracy rate.
Secondly, can map keyword and all delivery websites in searching database, thus can obtain waiting to deliver website according to keyword, and then enormously simplify sorting operation, preferably can be sorted efficiency.
In express delivery sorting equipment of the present invention, first participle module and the second word-dividing mode all can comprise two and be respectively used to define the most long word string of participle and the definition module of shortest word section, thus preferably ensure that all possible word string that can find and send part address, improve the accuracy that searching database is set up and sorted.
As preferably, setting first threshold is 65% ~ 95%.
In express delivery sorting equipment of the present invention, first threshold can be set to 65% ~ 95%, thus can be more obtain effective keyword more accurately, and then preferably ensure that the accuracy of sorting.
As preferably, setting Second Threshold is 60% ~ 85%.
In express delivery sorting equipment of the present invention, Second Threshold can be set to 60% ~ 85%, thus comparatively precisely can obtain in guarantee and wait to deliver while website, also preferably decreases the parsing failure caused because of the negligible amounts of delivery website to be screened.
As preferably, seismic acquisition module comprises for extracting in electronic surface list first load module of sending part address information, for extracting the second load module of address information in hand-written list, and for identifying the 3rd load module of word.
In express delivery sorting equipment of the present invention, seismic acquisition module can comprise polytype load module, thus the express delivery face that preferably can adapt to number of different types is single.
In order to overcome certain or some defect of prior art, the invention provides a kind of express delivery method for sorting based on above-mentioned arbitrary express delivery sorting equipment.
According to express delivery method for sorting of the present invention, it comprises the following steps:
One, the searching database that keyword maps with delivery website is built;
Two, treat and send part address to carry out participle to obtain search key;
Three, search key is sent in searching database, and then obtains corresponding with part address to be sent waiting and deliver website.
In express delivery method for sorting of the present invention, part address to be sent can be obtained in the mode to query and search keyword in searching database, thus can preferably improve sorting efficiency.Secondly, because searching database can be set up automatically, thus make searching database be convenient to safeguard and can real-time update, and then ensure that accuracy and the promptness of sorting.
As preferably, step one comprises the following steps,
(1) send part address database from history and extract all history and send part address information;
(2) slave site is sent with charge free in regional database and is extracted all delivery stations dot information;
(3) adopt longitude and latitude parsing module to send the delivery service area information of part address information and all delivery websites to carry out longitude and latitude parsing to all history, thus obtain the delivery service area latitude and longitude information that all history sends part address latitude and longitude information and all delivery websites;
(4) adopt and map processing module and send the delivery service area latitude and longitude information of part address latitude and longitude information and all delivery websites to process to all history, thus obtain all history and send mapping relations between part address and all delivery websites;
(5) adopt first participle module to send part address to carry out participle to all history one by one and obtain at least one keyword with correspondence;
(6) send the mapping relations between part address and all delivery websites according to all history in step (4), obtain the keyword distributed intelligence of all keywords in described all delivery websites;
(7) adopt statistical treatment module to process to obtain the frequency of occurrences of all keywords in arbitrary delivery station point to keyword distributed intelligence, and the effective keyword of keyword as this delivery website of setting first threshold will be not less than at arbitrary delivery station point place probability of occurrence;
(8) set up the mapping of all effective keywords to all delivery websites, thus obtain searching database.
In express delivery method for sorting of the present invention, website is sent regional database with charge free and be can be used in recording the delivery Website Hosting be made up of all delivery websites, arbitrary delivery website all can comprise by corresponding with this delivery website all send part point to form send the set of part point, and longitude and latitude parsing module can adopt the third party GIS engine providing api interface, such as Baidu's map, high moral map, MAPABC etc., thus the latitude and longitude information corresponding with this address information can be obtained by api interface to Input Address information in third party GIS engine, thus enormously simplify searching database set up difficulty.In addition, by judging that all history sends part address and all delivery websites to carry out more adequately to obtain corresponding relation to time corresponding by the method for longitude and latitude.
Secondly, first participle module can adopt random segmenting method, namely can define successively the most long word string of participle and shortest word section, thus preferably ensure that all possible word string that can find and send part address, what improve searching database sets up accuracy.
As preferably, in step (7), setting first threshold is 65% ~ 95%.
In express delivery method for sorting of the present invention, first threshold can be set to 65% ~ 95%, thus can be more obtain effective keyword more accurately, and then preferably ensure that the accuracy of sorting.
As preferably, step 2 comprises the following steps,
A, obtain part address to be sent;
B, treat and send part address to carry out participle to obtain at least one search key.
In express delivery method for sorting of the present invention, the segmenting method that participle is carried out in part address to be sent can adopt random segmenting method, namely can define successively the most long word string of participle and shortest word section, thus preferably ensure that all possible word string that can find and send part address, improve the accuracy of sorting.
As preferably, step 3 comprises the following steps,
C, at least one search key described is sent to searching database, obtain at least one delivery website to be screened with correspondence;
D, probability of occurrence at least one delivery website to be screened described is not less than the delivery website to be screened of setting Second Threshold as waiting to deliver website, and exports through output module.
In express delivery method for sorting of the present invention, can treat based on searching database and deliver website and inquire about, thus enormously simplify sort process and possess and preferably sort accuracy.
As preferably, in step D, setting Second Threshold is 60% ~ 85%.
In express delivery method for sorting of the present invention, Second Threshold can be set to 60% ~ 85%, thus comparatively precisely can obtain in guarantee and wait to deliver while website, also preferably decreases the parsing failure caused because of the negligible amounts of delivery website to be screened.
Accompanying drawing explanation
Fig. 1 is the schematic diagram of a kind of express delivery sorting equipment in embodiment 1;
Fig. 2 is the schematic flow sheet of a kind of express delivery method for sorting in embodiment 4;
Fig. 3 is the Establishing process schematic diagram of searching database in embodiment 4;
Fig. 4 is that in embodiment 4, foundation searching database carries out the schematic flow sheet sorted.
Embodiment
Below in conjunction with accompanying drawing and embodiment, the present invention is described in further detail.
Embodiment 1
As shown in Figure 1, present embodiments provide a kind of express delivery sorting equipment, it comprises:
History sends part address database, and it sends part address information for historifying, and history is sent part address information to comprise the history of sending part address to form by least one history and sent part address set;
Website sends regional database with charge free, and it delivers the delivery Website Hosting that forms of website for recording by least one, arbitrary delivery website include send part point to form by least one corresponding with this delivery website send the set of part point;
Longitude and latitude parsing module, it sends part address latitude and longitude information at least one history described being sent part address correspondence to resolve at least one history, and for sending part point correspondence to resolve to allly to send part point latitude and longitude information by all;
Map processing module, it processes for sending part address latitude and longitude information and all part point latitude and longitude information of sending at least one history described, sends part address set to the mapping of delivering Website Hosting to obtain history;
First participle module, it obtains at least one keyword set for sending part address to carry out participle at least one history described with correspondence, arbitrary keyword set includes at least one keyword, and all keywords carry out processing to obtain the keyword distributed intelligence of all keywords at least one delivery website described through mapping processing module;
Statistical treatment module, it obtains the frequency of occurrences of all keywords in arbitrary delivery station point for processing keyword distributed intelligence, and will be not less than the effective keyword of keyword as this delivery website of setting first threshold at arbitrary delivery station point place probability of occurrence;
Searching database, it is for recording the information of all effective keywords and at least one delivery website described, and sets up the mapping of all effective keywords at least one delivery website described;
Seismic acquisition module, it is for gathering part address to be sent and send to history to send part address database simultaneously;
Second word-dividing mode, it sends part address to carry out participle to obtain at least one search key for treating, and at least one search key described is sent at least one delivery website to be screened that searching database obtains with correspondence;
Parsing module, it is for processing at least one delivery website to be screened described the frequency of occurrences obtaining arbitrary delivery website to be screened, and probability of occurrence is not less than setting Second Threshold delivery website to be screened as wait deliver deliver website; And
Output module, it waits to deliver website for exporting.
In the present embodiment, first threshold is set to 90%, and Second Threshold is set to 80%.
In the present embodiment, seismic acquisition module comprises for extracting in electronic surface list first load module of sending part address information, for extracting the second load module of address information in hand-written list, and for identifying the 3rd load module of word.Wherein, the first load module can adopt existing any a barcode scanning device, and then preferably can read and send part address information in electronic surface list; Second load module can adopt key board unit, thus preferably can input the address information in hand-written list by hand; 3rd load module can adopt existing any a picture recognition device, thus preferably can identify the Word message in picture.
In the present embodiment, output module comprises for exporting the voice output module of voice messaging and the image output module for output image information, thus can export in many ways wait deliver deliver website, add its use dirigibility.
In the present embodiment, first participle module and the second word-dividing mode include two and are respectively used to define the most long word string of participle and the definition module of shortest word section, thus preferably ensure that all possible word string that can find and send part address, improve the accuracy that searching database is set up and sorted.
Embodiment 2
The present embodiment also provides a kind of express delivery sorting equipment, and the difference of itself and embodiment 1 is: first threshold is set to 65%, and Second Threshold is set to 60%.
Embodiment 3
The present embodiment also provides a kind of express delivery sorting equipment, and the difference of itself and embodiment 1 is: first threshold is set to 95%, and Second Threshold is set to 85%.
Embodiment 4
A kind of express delivery method for sorting based on express delivery sorting equipment arbitrary in embodiment 1 ~ 3 is provided in the present embodiment.
As shown in Figure 2, when adopting the express delivery method for sorting in the present embodiment to carry out express delivery sorting, first the to be sent part address corresponding with express delivery odd numbers is obtained, secondly this part address to be sent is resolved, namely inquire about to searching database after participle, wait if parse to deliver website, export this delivery website, wait if do not parse to deliver website, turn manual sorting.It is roughly summarised as following steps: one, build the searching database that keyword maps with delivery website; Two, treat and send part address to carry out participle to obtain search key; Three, search key is sent in searching database, and then obtains corresponding with part address to be sent waiting and deliver website.
As shown in Figure 3, be the Establishing process schematic diagram of searching database in the present embodiment, it comprises the following steps:
(1) send part address database from history and extract all history and send part address information;
(2) slave site is sent with charge free in regional database and is extracted all delivery stations dot information;
(3) adopt longitude and latitude parsing module to send the delivery service area information of part address information and all delivery websites to carry out longitude and latitude parsing to all history, thus obtain the delivery service area latitude and longitude information that all history sends part address latitude and longitude information and all delivery websites;
(4) adopt and map processing module and send the delivery service area latitude and longitude information of part address latitude and longitude information and all delivery websites to process to all history, thus obtain all history and send mapping relations between part address and all delivery websites;
(5) adopt first participle module to send part address to carry out participle to all history one by one and obtain at least one keyword with correspondence;
(6) send the mapping relations between part address and all delivery websites according to all history in step (4), obtain the keyword distributed intelligence of all keywords in described all delivery websites;
(7) adopt statistical treatment module to process to obtain the frequency of occurrences of all keywords in arbitrary delivery station point to keyword distributed intelligence, and the effective keyword of keyword as this delivery website of setting first threshold will be not less than at arbitrary delivery station point place probability of occurrence;
(8) set up the mapping of all effective keywords to all delivery websites, thus obtain searching database.
As shown in Figure 3, for carrying out the schematic flow sheet sorted in the present embodiment according to searching database, it comprises the following steps:
A, obtain part address to be sent;
B, treat and send part address to carry out participle to obtain at least one search key.
C, at least one search key described is sent to searching database, obtain at least one delivery website to be screened with correspondence;
D, probability of occurrence at least one delivery website to be screened described is not less than the delivery website to be screened of setting Second Threshold as waiting to deliver website, and exports through output module.
In a word, the foregoing is only preferred embodiment of the present invention, all equalizations done according to the present patent application the scope of the claims change and modify, and all should belong to the covering scope of patent of the present invention.
Claims (10)
1. express delivery sorting equipment, it comprises:
History sends part address database, and it sends part address information for historifying, and history is sent part address information to comprise the history of sending part address to form by least one history and sent part address set;
Website sends regional database with charge free, and it delivers the delivery Website Hosting that forms of website for recording by least one, arbitrary delivery website include send part point to form by least one corresponding with this delivery website send the set of part point;
Longitude and latitude parsing module, it sends part address latitude and longitude information at least one history described being sent part address correspondence to resolve at least one history, and for sending part point correspondence to resolve to allly to send part point latitude and longitude information by all;
Map processing module, it processes for sending part address latitude and longitude information and all part point latitude and longitude information of sending at least one history described, sends part address set to the mapping of delivering Website Hosting to obtain history;
First participle module, it obtains at least one keyword set for sending part address to carry out participle at least one history described with correspondence, arbitrary keyword set includes at least one keyword, and all keywords carry out processing to obtain the keyword distributed intelligence of all keywords at least one delivery website described through mapping processing module;
Statistical treatment module, it obtains the frequency of occurrences of all keywords in arbitrary delivery station point for processing keyword distributed intelligence, and will be not less than the effective keyword of keyword as this delivery website of setting first threshold at arbitrary delivery station point place probability of occurrence;
Searching database, it is for recording the information of all effective keywords and at least one delivery website described, and sets up the mapping of all effective keywords at least one delivery website described;
Seismic acquisition module, it is for gathering part address to be sent;
Second word-dividing mode, it sends part address to carry out participle to obtain at least one search key for treating, and at least one search key described is sent at least one delivery website to be screened that searching database obtains with correspondence;
Parsing module, it is for processing at least one delivery website to be screened described the frequency of occurrences obtaining arbitrary delivery website to be screened, and probability of occurrence is not less than setting Second Threshold delivery website to be screened as wait deliver deliver website; And output module, it waits to deliver website for exporting.
2. according to the sorting equipment described in claim 1, it is characterized in that: setting first threshold is 65% ~ 95%.
3. according to the sorting equipment described in claim 1, it is characterized in that: setting Second Threshold is 60% ~ 85%.
4. according to described sorting equipment arbitrary in claims 1 to 3, it is characterized in that: seismic acquisition module comprises for extracting in electronic surface list first load module of sending part address information, for extracting the second load module of address information in hand-written list, and for identifying the 3rd load module of word.
5., based on the express delivery method for sorting of sorting equipment described in claim 1, it comprises the following steps:
One, the searching database that keyword maps with delivery website is built;
Two, treat and send part address to carry out participle to obtain search key;
Three, search key is sent in searching database, and then obtains corresponding with part address to be sent waiting and deliver website.
6. method for sorting according to claim 5, is characterized in that: step one comprises the following steps,
(1) send part address database from history and extract all history and send part address information;
(2) slave site is sent with charge free in regional database and is extracted all delivery stations dot information;
(3) adopt longitude and latitude parsing module to send the delivery service area information of part address information and all delivery websites to carry out longitude and latitude parsing to all history, thus obtain the delivery service area latitude and longitude information that all history sends part address latitude and longitude information and all delivery websites;
(4) adopt and map processing module and send the delivery service area latitude and longitude information of part address latitude and longitude information and all delivery websites to process to all history, thus obtain all history and send mapping relations between part address and all delivery websites;
(5) adopt first participle module to send part address to carry out participle to all history one by one and obtain at least one keyword with correspondence;
(6) send the mapping relations between part address and all delivery websites according to all history in step (4), obtain the keyword distributed intelligence of all keywords in described all delivery websites;
(7) adopt statistical treatment module to process to obtain the frequency of occurrences of all keywords in arbitrary delivery station point to keyword distributed intelligence, and the effective keyword of keyword as this delivery website of setting first threshold will be not less than at arbitrary delivery station point place probability of occurrence;
(8) set up the mapping of all effective keywords to all delivery websites, thus obtain searching database.
7. method for sorting according to claim 6, is characterized in that: in step (7), and setting first threshold is 65% ~ 95%.
8. method for sorting according to claim 5, is characterized in that: step 2 comprises the following steps,
A, obtain part address to be sent;
B, treat and send part address to carry out participle to obtain at least one search key.
9. method for sorting according to claim 8, is characterized in that: step 3 comprises the following steps,
C, at least one search key described is sent to searching database, obtain at least one delivery website to be screened with correspondence;
D, probability of occurrence at least one delivery website to be screened described is not less than the delivery website to be screened of setting Second Threshold as waiting to deliver website, and exports through output module.
10. method for sorting according to claim 9, is characterized in that: in step D, and setting Second Threshold is 60% ~ 85%.
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| CN109255564A (en) * | 2017-07-13 | 2019-01-22 | 菜鸟智能物流控股有限公司 | Pick-up point address recommendation method and device |
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| CN111538749B (en) * | 2020-04-30 | 2024-02-09 | 佛山科学技术学院 | Double-layer four-zone express intelligent sorting equipment and control method |
| CN112001173A (en) * | 2020-07-31 | 2020-11-27 | 上海中通吉网络技术有限公司 | Dispatching code management method and device, terminal equipment and storage medium |
| CN112508474A (en) * | 2020-11-19 | 2021-03-16 | 深圳市智莱科技股份有限公司 | Express delivery method and express cabinet system |
| CN112508474B (en) * | 2020-11-19 | 2024-01-19 | 深圳市智莱科技股份有限公司 | Express delivery method and express cabinet system |
| CN113139772A (en) * | 2021-04-23 | 2021-07-20 | 上海中通吉网络技术有限公司 | Prediction method and system for delivery site of express delivery terminal |
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