CN104624509A - Automatic sorting system and automatic sorting method for express delivery - Google Patents
Automatic sorting system and automatic sorting method for express delivery Download PDFInfo
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Abstract
The invention relates to an automatic sorting system, and discloses an automatic sorting system and an automatic sorting method for express delivery. The automatic sorting system for the express delivery comprises a common word library, a road database, an interest point database, a history delivery database, a delivery data correcting module, a keyword extracting module, a keyword database and an automatic station identifying module. The automatic sorting method comprises the following main steps: keyword database modelling, address scanning and station matching. The invention provides the automatic sorting system and the automatic sorting method for the express delivery, wherein by adopting the automatic sorting system, the identification of delivery stations of the express delivery can be automatically completed without manual interference, sorting of transfer stations and terminal stations of the express delivery can be realized, very high accuracy can be ensured, the problems of easy error occurrence, misoperation, time and labor wasting and the like in a traditional manual sorting method or a semi-automatic sorting method in the express delivery industry are solved, automatic sorting by computers and machines is realized, and the sorting efficiency of the express delivery industry is greatly improved.
Description
Technical field
The present invention relates to a kind of express delivery Automated Sorting System, in particular, relate to a kind of system being completed express delivery transfer and end sorting by automatic sorting method when prosthetic participates in express delivery industry.
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 single-address.On the one hand, inevitably there is sorting mistake, maloperation in express delivery industry due to manual sorting, and there is inefficiency and the narrow problem of coverage rate.On the other hand, along with the development of express delivery industry, end sends part website in continuous transition, and the mode of artificial memory is difficult to Rapid Variable Design and reply thereupon.What is more important, express delivery address scale is very huge, and artificial memory's mode can not be remembered allly sends part address.At present, also there are some semi-automatic sorting system or facilities in express delivery industry, both by artificial some address key words data of setting, also computer is auxiliary in some cases carries out sending part station recognition, but this kind of semi-automatic sorting system or facility are because actual express delivery address is in large scale and ways of writing is various, the manpower that same needs are a large amount of and time arrange key data, waste time and energy and very easily make mistakes.
Summary of the invention
The present invention is directed to existing express delivery sorting system still generally adopt manual sorting and mistake, maloperation there is inefficiency and the narrow problem of coverage rate inevitably occur to sort, and semi-automatic sorting system or facility are because actual express delivery address is in large scale and ways of writing is various, the manpower that same needs are a large amount of and time arrange key data, the express delivery Automated Sorting System and automatic sorting method that exist and waste time and energy and the defect of very easily makeing mistakes, provide a kind of prosthetic intervention, are undertaken sending by computer settings address key words data part to stand firm identifying.
In order to solve the problems of the technologies described above, the present invention is solved by following technical proposals:
A kind of express delivery Automated Sorting System, comprise everyday words dictionary, transportation database, interest point data base, history sends event data storehouse, sends event data to correct module, keywording module, keyword database, the automatic identification module of website, history send event data storehouse to comprise and is sent part address and send part website; Everyday words dictionary is preserved the common phrase of sending part address to carry out dictionary participle; Transportation database preserves highway and street data; Interest point data base preserves the geographical position that title is determined in known having; History is sent event data storehouse to preserve express system history and is sent event data; Send event data to correct module to be undertaken sending part address characteristics extraction by transportation database and interest point data base, send event data to correct module arrangement and correct history and send event data, eliminate system deviation and the mistake of sending event data; Keywording module carries out participle, fractionation, combination, sequence and statistics to sending event data, extract effective keyword and keyword corresponding send part website, formed keyword database; Keyword database preserve keyword and keyword corresponding send part website, and be index with keyword, send part website to be inquired about for the automatic identification module of website provides; The automatic identification module of website by carrying out participle, fractionation, combination, inquiry and statistics to the part address of sending of input, obtain inputting send part address send part website.
As preferably, send event data to correct module and comprise address specifications unit and website corrects unit, address specifications unit is converted to consistent form by send part address, website correct unit unify to have same characteristic features value send part address send part website.
As preferably, keywording module comprises keyword generating unit and keyword filtration unit; Keyword generating unit carries out fractionation combination to sending part address, generates a series of keyword; Keyword filtration unit uses the method sorting, divide into groups and add up to calculate the proportion of sending part website corresponding to each keyword, and what the keyword that reservation proportion has comparative advantage was corresponding sends part website.
As preferably, the automatic identification module of website comprises address input unit, keyword generating unit, website query unit and website filter element; Part address is sent in address input unit input; Keyword generating unit carries out fractionation combination to sending part address, generates a series of keyword; What website query unit key word of the inquiry from keyword database was corresponding sends part website; Website filter element statistics sends the proportion of part website, retains the dominant part website of sending of proportion as output.
Present invention also offers a kind of automatic sorting method based on express delivery Automated Sorting System, automatic sorting step comprises:
Step one: keyword database modeling;
Step 2: part address is sent in scanning;
Step 3: coupling sends part website: if successful match sends part website, then reversed by express delivery article into sending part website respective channel; Send part website if cannot mate, then express delivery article are reversed and carry out artificial treatment into unidentified passage.
As preferably, keyword database modeling procedure comprises:
Step one: read history and send event data;
Step 2: standardization history sends part address;
Step 3: correct history and send part website;
Step 4: extract keyword and keyword corresponding send part website;
Step 5: be that keyword database set up in index with keyword.
As preferably, address specifications unit sends the normalization method of part address of sending of event data to comprise to the history read:
Unsimplified Hanzi is converted to simplified Hanzi;
Double byte character is converted to half-angle character;
Chinese figure is converted to Arabic numerals;
Capitalization lower;
Filter unnecessary zero-address meaning symbol, only retain space, bracket and dash, retain space between English word or numeral;
The standardization address only containing simplified Hanzi, DBC case, Arabic numerals, lowercase and significant space, bracket and dash is obtained after above-mentioned process.
As preferably, website is corrected unit and is corrected history and sends the correcting method of the system mistake in event data and manual errors to comprise:
The road information in part address is sent in the identification of use transportation database, extracts road information as the characteristic value of sending part address;
The point of interest in part address is sent in the identification of use interest point data base, extracts interest point information as the characteristic value of sending part address;
If send part address cannot extract road information or interest point information, then using whole part address of sending as characteristic value;
To send part address characteristic value to be the first foundation, be that the second foundation carries out sorting and dividing into groups to send part website, calculate the proportion of sending part website that each characteristic value is corresponding, the part website of sending getting proportion maximum sends part website as the final of part address of sending that this characteristic value is corresponding.
As preferably, the generation method that keyword generating unit generates keyword comprises:
Using everyday words dictionary to carry out dictionary participle to sending part address, is multiple fragment by sending part address dividing;
Using the English word of sending in part address and numeral as independent fragment;
Adjacent two fragments after fractionation connected, retain and connect containing continuous two Chinese characters and above fragment, fragment connection generates keyword.
As preferably, the filter method of keyword filtration unit filtering keys comprises:
Being the first sort by with keyword, is that the second sort by sorts to send part website;
Add up the proportion of sending part website that each keyword is corresponding;
Retaining sends the proportion of part website to be not less than the keyword had comparative advantage of 80%.
The present invention is owing to have employed above technical scheme, there is significant technique effect: adopt Automated Sorting System, the identification that part website is sent in express delivery can be automatically completed under prosthetic intervenes environment by automatic sorting method, automatically the sorting of express delivery transfer website and end website is realized, and can high accuracy rate be ensured, solve express delivery industry adopt Traditional Man method for sorting and semi-automaticly easily to make mistakes, maloperation and the problem such as to waste time and energy, achieve computer and machine automatic sorting, drastically increase express delivery industry sorting efficiency.
Accompanying drawing explanation
Fig. 1 is the structural representation that metering feed bin of the present invention and compensation weighing device assemble embodiment.
Fig. 2 is the structural representation that compensation weighing device of the present invention and the first LOAD CELLS install embodiment on the supporting plate.
Fig. 3 is the structural representation of binary channels weighing instrument embodiment of the present invention.
Detailed description of the invention
Below in conjunction with accompanying drawing and embodiment, the present invention is described in further detail.
Embodiment 1
A kind of express delivery Automated Sorting System, as shown in Figure 1, comprise everyday words dictionary 11, transportation database 12, interest point data base 13, history sends event data storehouse 14, sends event data to correct module 15, keywording module 16, keyword database 17, the automatic identification module 18 of website, history send event data storehouse 14 to comprise and is sent part address 141 and send part website 142; The common phrase to sending part address 141 to carry out dictionary participle preserved in everyday words dictionary 11; Transportation database 12 preserves highway and street data; Interest point data base 13 preserves the geographical position that title is determined in known having; History is sent event data storehouse 14 to preserve express system history and is sent event data; Send event data to correct module 15 to be undertaken sending part address 141 characteristics extraction by transportation database 12 and interest point data base 13, send event data correction module 15 to arrange and correct history and send event data, eliminate system deviation and the mistake of sending event data; Keywording module 16 carries out participle, fractionation, combination, sequence and statistics to sending event data, extract effective keyword and keyword corresponding send part website 142, formed keyword database 17; Keyword database 17 preserve keyword and keyword corresponding send part website 142, and be index with keyword, send part website 142 to be inquired about for the automatic identification module 18 of website provides; The automatic identification module of website 18 by carrying out participle, fractionation, combination, inquiry and statistics to the part address 141 of sending of input, obtain inputting send part address 141 send part website 142.
Send event data to correct module 15 and comprise address specifications unit 151 and website correction unit 152, address specifications unit 151 is converted to consistent form by sending part address 141, website correct unit 152 unified have same characteristic features value send part address 141 send part website 142.
Keywording module 16 comprises keyword generating unit 161 and keyword filtration unit 162; Keyword generating unit 161 carries out fractionation combination to sending part address 141, generates a series of keyword; Keyword filtration unit 162 uses the method sorting, divide into groups and add up to calculate the proportion of sending part website 142 corresponding to each keyword, and what the keyword that reservation proportion has comparative advantage was corresponding sends part website 142.
The automatic identification module 18 of website comprises address input unit 181, keyword generating unit 182, website query unit 183 and website filter element 184; Part address 141 is sent in address input unit 181 input; Keyword generating unit 182 carries out fractionation combination to sending part address 141, generates a series of keyword; What website query unit 183 key word of the inquiry from keyword database 17 was corresponding sends part website 142; Website filter element 184 statistics sends the proportion of part website 142, retains the dominant part website 142 of sending of proportion as output.
Common phrase preserved in everyday words dictionary 11, and these phrases are used for sending part address 141 to carry out dictionary participle, and everyday words dictionary 11 is from input method provider; Transportation database 12 preserves highway and street data, and for the road information contained in identification address, transportation database 12 is from map vendors; Interest point data base 13 preserves the geographic position data that title is determined in known having, and as school, community, market, mansion etc., interest point data base 13 is from map vendors.
Based on an automatic sorting method for express delivery Automated Sorting System, as shown in Figure 2, automatic sorting step comprises automatic sorting operating process:
Step one: keyword database 17 modeling;
Step 2: part address 141 is sent in scanning;
Step 3: coupling sends part website 142: if successful match sends part website 142, then reversed by express delivery article into sending part website 142 respective channel; Send part website 142 if cannot mate, then express delivery article are reversed and carry out artificial treatment into unidentified passage.
As shown in Figure 3, keyword database 17 modeling procedure comprises keyword database 17 modelling operability flow process:
Step one: read history and send event data;
Step 2: standardization history sends part address 141;
Step 3: correct history and send part website 142;
Step 4: extract keyword and keyword corresponding send part website 142;
Step 5: be that keyword database 17 set up in index with keyword.
Address specifications unit 151 sends the normalization method of part address 141 of sending of event data to comprise to the history read:
Unsimplified Hanzi is converted to simplified Hanzi;
Double byte character is converted to half-angle character;
Chinese figure is converted to Arabic numerals;
Capitalization lower;
Filter unnecessary zero-address meaning symbol, only retain space, bracket and dash, retain space between English word or numeral;
The standardization address only containing simplified Hanzi, DBC case, Arabic numerals, lowercase and significant space, bracket and dash is obtained after above-mentioned process.
Website correction unit 152 corrects history sends the correcting method of the system mistake in event data and manual errors to comprise:
Use transportation database 12 to identify the road information of sending in part address 141, extract road information as the characteristic value of sending part address 141;
Use interest point data base 13 to identify the point of interest of sending in part address 141, extract interest point information as the characteristic value of sending part address 141;
If send part address 141 cannot extract road information or interest point information, then using whole part address 141 of sending as characteristic value;
Be the first foundation to send part address 141 characteristic value, be that the second foundation carries out sorting and dividing into groups to send part website 142, calculate the proportion of sending part website 142 that each characteristic value is corresponding, the part website 142 of sending getting proportion maximum sends part website 142 as the final of part address 141 of sending that this characteristic value is corresponding.
Keywording module 16 from history send event data extract effective keyword and keyword corresponding send part website 142, the data basis automatically identified as website:
Keyword generating unit 161 by sending the character of part address 141, numbers and symbols carries out fractionation combination, generate the various keyword that may combine, the generation method that keyword generating unit 161 generates keyword comprises:
Using everyday words dictionary 11 to carry out dictionary participle to sending part address 141, being split as multiple fragment by sending part address 141;
Using the English word of sending in part address 141 and numeral as independent fragment;
Adjacent two fragments after fractionation connected, retain and connect containing continuous two Chinese characters and above fragment, fragment connection generates keyword;
Keyword filtration unit 162 is by calculating the distribution situation of sending part website 142 corresponding to keyword, and reservation has absolute predominance sends the keyword of part website 142 as effective keyword, and the filter method of keyword filtration unit 162 filtering keys comprises:
Being the first sort by with keyword, is that the second sort by sorts to send part website 142;
Add up the proportion of sending part website 142 that each keyword is corresponding;
Retaining sends the proportion of part website 142 to be not less than the keyword had comparative advantage of 80%.
What address input unit 181 obtained outside input sends part address 141; Website query unit 182 using keyword as querying condition, inquire from keyword database 17 these keywords corresponding send part website 142; Each proportion of sending part website 142 that website filter element 183 statistical query goes out, retain the dominant part website 142 of sending that proportion is not less than 60% to export as final part website 142 of sending, if what do not have proportion to be not less than 60% dominantly sends part website 142, then export unknown result.
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. an express delivery Automated Sorting System, it is characterized in that: comprise everyday words dictionary (11), transportation database (12), interest point data base (13), history sends event data storehouse (14), sends event data to correct module (15), keywording module (16), keyword database (17), the automatic identification module of website (18), history is sent event data storehouse (14) to comprise and sent part address (141) and send part website (142); Everyday words dictionary (11) is preserved the common phrase of sending part address (141) to carry out dictionary participle; Transportation database (12) preserves highway and street data; Interest point data base (13) preserves the geographical position that title is determined in known having; History is sent event data storehouse (14) to preserve express system history and is sent event data; Send event data to correct module (15) to be undertaken sending part address (141) characteristics extraction by transportation database (12) and interest point data base (13), send event data to correct module (15) arrangement and correct history and send event data, eliminate system deviation and the mistake of sending event data; Keywording module (16) carries out participle, fractionation, combination, sequence and statistics to sending event data, extract effective keyword and keyword corresponding send part website (142), formed keyword database (17); Keyword database (17) preserve keyword and keyword corresponding send part website (142), and be index with keyword, send part website (142) to be inquired about for the automatic identification module of website (18) provides; The automatic identification module of website (18) by carrying out participle, fractionation, combination, inquiry and statistics to the part address (141) of sending of input, obtain inputting send part address (141) send part website (142).
2. a kind of express delivery Automated Sorting System according to claim 1, it is characterized in that: send event data to correct module (15) and comprise address specifications unit (151) and website correction unit (152), address specifications unit (151) will send part address (141) to be converted to consistent form, website correct unit (152) unified have same characteristic features value send part address (141) send part website (142).
3. a kind of express delivery Automated Sorting System according to claim 1, is characterized in that: keywording module (16) comprises keyword generating unit (161) and keyword filtration unit (162); Keyword generating unit (161) carries out fractionation combination to sending part address (141), generates a series of keyword; Keyword filtration unit (162) uses the method sorting, divide into groups and add up to calculate the proportion of sending part website (142) corresponding to each keyword, and what the keyword that reservation proportion has comparative advantage was corresponding sends part website (142).
4. a kind of express delivery Automated Sorting System according to claim 1, is characterized in that: the automatic identification module of website (18) comprises address input unit (181), keyword generating unit (161), website query unit (182) and website filter element (183); Part address (141) is sent in address input unit (181) input; Keyword generating unit (161) carries out fractionation combination to sending part address (141), generates a series of keyword; What website query unit (182) key word of the inquiry from keyword database (17) was corresponding sends part website (142); Website filter element (183) statistics sends the proportion of part website (142), retains the dominant part website (142) of sending of proportion as exporting.
5. an automatic sorting method, is characterized in that: automatic sorting step comprises:
Step one: keyword database (17) modeling;
Step 2: part address (141) is sent in scanning;
Step 3: coupling sends part website (142): if successful match sends part website (142), then reversed by express delivery article into sending part website (142) respective channel; Send part website (142) if cannot mate, then express delivery article are reversed and carry out artificial treatment into unidentified passage.
6. a kind of automatic sorting method according to claim 5, is characterized in that: keyword database (17) modeling procedure comprises:
Step one: read history and send event data;
Step 2: standardization history sends part address (141);
Step 3: correct history and send part website (142);
Step 4: extract keyword and keyword corresponding send part website (142);
Step 5: be that keyword database (17) set up in index with keyword.
7. a kind of automatic sorting method according to claim 6, is characterized in that: address specifications unit (151) sends the normalization method of part address (141) of sending of event data to comprise to the history read:
Unsimplified Hanzi is converted to simplified Hanzi;
Double byte character is converted to half-angle character;
Chinese figure is converted to Arabic numerals;
Capitalization lower;
Filter unnecessary zero-address meaning symbol, only retain space, bracket and dash, retain space between English word or numeral;
The standardization address only containing simplified Hanzi, DBC case, Arabic numerals, lowercase and significant space, bracket and dash is obtained after above-mentioned process.
8. a kind of automatic sorting method according to claim 6, is characterized in that: website corrects unit (152) correction history sends the correcting method of the system mistake in event data and manual errors to comprise:
Use transportation database (12) to identify the road information of sending in part address (141), extract road information as the characteristic value of sending part address (141);
Use interest point data base (13) to identify the point of interest of sending in part address (141), extract interest point information as the characteristic value of sending part address (141);
If send part address (141) that road information or interest point information cannot be extracted, then using whole part address (141) of sending as characteristic value;
Be the first foundation to send part address (141) characteristic value, be that the second foundation carries out sorting and dividing into groups to send part website (142), calculate the proportion of sending part website (142) that each characteristic value is corresponding, the part website (142) of sending getting proportion maximum sends part website (142) as the final of part address (141) of sending that this characteristic value is corresponding.
9. a kind of automatic sorting method according to claim 6, is characterized in that: the generation method that keyword generating unit (161) generates keyword comprises:
Using everyday words dictionary (11) to carry out dictionary participle to sending part address (141), part address (141) will be sent to be split as multiple fragment;
The English word in part address (141) will be sent with digital as independent fragment;
Adjacent two fragments after fractionation connected, retain and connect containing continuous two Chinese characters and above fragment, fragment connection generates keyword.
10. a kind of automatic sorting method according to claim 6, is characterized in that: the filter method of keyword filtration unit (162) filtering keys comprises:
Being the first sort by with keyword, is that the second sort by sorts to send part website (142);
Add up the proportion of sending part website (142) that each keyword is corresponding;
Retaining sends the proportion of part website (142) to be not less than the keyword had comparative advantage of 80%.
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