CN110377801A - A kind of product name bearing calibration, device and computer readable storage medium - Google Patents
A kind of product name bearing calibration, device and computer readable storage medium Download PDFInfo
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- CN110377801A CN110377801A CN201910672294.5A CN201910672294A CN110377801A CN 110377801 A CN110377801 A CN 110377801A CN 201910672294 A CN201910672294 A CN 201910672294A CN 110377801 A CN110377801 A CN 110377801A
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/90335—Query processing
- G06F16/90344—Query processing by using string matching techniques
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/04—Billing or invoicing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/12—Accounting
- G06Q40/123—Tax preparation or submission
Abstract
The embodiment of the invention discloses a kind of product name bearing calibration, device and computer readable storage mediums, receive the product name of user's input；Using es fields match, title corresponding with product name is obtained from database；According to smallest edit distance algorithm, the title score between product name and each title is calculated；Show the target criteria title and its corresponding tax revenue sorting code number for meeting score requirement；Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.User can select suitable target criteria name to be referred to as the product name of invoice issuing according to actuals classification.By providing a user the title of standardization, the normalization of invoice issuing can be greatly improved, the correctness of product name when ensure that invoice issuing.And each title has its corresponding tax revenue sorting code number, improves the accuracy of codes match.
Description
Technical field
The present invention relates to intelligent coding fields, more particularly to a kind of product name bearing calibration, device and calculating
Machine readable storage medium storing program for executing.
Background technique
Commodity and service tax revenue classification refer in VAT invoice upgrade version with coding, nominal value when taxpayer issues invoice
On the tax revenue sorting code number that should be appraised and decided with State Administration of Taxation of product name be associated, by the tax rate and sign indicated in sorting code number
Yield issues invoice.
In the prior art by big data technology, pass through the use habit of user, including participle technique, semantic analysis, machine
Corresponding goods are divided under corresponding classification, so that it is determined that the corresponding tax revenue sorting code number of product name out by device study.
Since type of merchandize is many and diverse, invoice issuing product name is more random, will appear when making out an invoice often in product name
There are wrongly written characters, name the problems such as lack of standardization.When product name presence is wrong or lack of standardization, mistake may be matched to
Tax revenue sorting code number causes codes match error rate higher.
It is those skilled in the art's problem to be solved as it can be seen that how to improve the accuracy of codes match.
Summary of the invention
The purpose of the embodiment of the present invention is that providing a kind of product name bearing calibration, device and computer-readable storage medium
The accuracy of codes match can be improved in matter.
In order to solve the above technical problems, the embodiment of the present invention provides a kind of product name bearing calibration, comprising:
Receive the product name of user's input；
Using es fields match, title corresponding with the product name is obtained from database；
According to smallest edit distance algorithm, the title score between the product name and each title is calculated；
Show the target criteria title and its corresponding tax revenue sorting code number for meeting score requirement；Wherein, each target mark
Quasi- title and its corresponding tax revenue sorting code number have corresponding matching degree.
Optionally, the displaying meets the target criteria title of score requirement and its corresponding tax revenue sorting code number includes:
The target criteria title that title score is greater than or equal to preset threshold is filtered out from the title；
According to the sequence of title score descending, each target criteria title and its corresponding tax revenue sorting code number are shown.
Optionally, described according to smallest edit distance algorithm, it calculates between the product name and each title
Title score includes:
According to the character length of the character length of the product name and the first title, the product name is determined
With the editing distance of first title；Wherein, the first title is any one standard in all title
Title；
According to following formula, the title score between the product name and first title is calculated,
Wherein, m indicates preset matching degree score value.
Optionally, matching degree corresponding to the target criteria title and its corresponding tax revenue sorting code number is selected by user
Score and certification score determination obtain.
Optionally, after the displaying meets the target criteria title and its corresponding tax revenue sorting code number of score requirement
Further include:
After the title for getting user's selection, the title of user's selection and the product name are stored
To corresponding relationship library.
Optionally, further includes:
After the new commodity title for getting user's input, search whether exist and the new quotient from corresponding relationship library
The name of an article claims corresponding title；
If so, showing title corresponding with the new commodity title and tax revenue sorting code number；
If it is not, then executing the use es fields match, obtained from database corresponding with the new commodity title
The step of title.
Optionally, after the product name of the reception user input further include:
Based on big data analysis technology, the corresponding tax revenue sorting code number of the product name is matched；And show the quotient
The name of an article claims corresponding tax revenue sorting code number.
The embodiment of the invention also provides a kind of product name means for correctings, including receiving unit, acquiring unit, calculating list
Member and display unit；
The receiving unit, for receiving the product name of user's input；
The acquiring unit obtains corresponding with the product name for using es fields match from database
Title；
The computing unit, for calculating the product name and each title according to smallest edit distance algorithm
Between title score；
The display unit, for showing that the target criteria title for meeting score requirement and its classification of corresponding tax revenue are compiled
Code；Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.
Optionally, the display unit includes screening subelement and sorting subunit；
The screening subelement, for filtering out title score from the title more than or equal to preset threshold
Target criteria title；
The sorting subunit shows each target criteria title and its correspondence for the sequence according to title score descending
Tax revenue sorting code number.
Optionally, the computing unit is specifically used for according to the character length of the product name and the first title
Character length determines the editing distance of the product name Yu first title；Wherein, the first title is institute
There is any one title in title；According to following formula, the product name and first standard name are calculated
Title score between referred to as,
Wherein, m indicates preset matching degree score value.
Optionally, matching degree corresponding to the target criteria title and its corresponding tax revenue sorting code number is selected by user
Score and certification score determination obtain.
Optionally, after the displaying meets the target criteria title and its corresponding tax revenue sorting code number of score requirement
It further include storage unit；
The storage unit, the title for after the title for getting user's selection, user to be selected
With product name storage to corresponding relationship library.
It optionally, further include searching unit；
The searching unit, for being searched from corresponding relationship library after the new commodity title for getting user's input
With the presence or absence of title corresponding with the new commodity title；
If so, triggering the display unit shows title corresponding with the new commodity title and tax revenue point
Class coding；
If it is not, then triggering, the acquiring unit execution is described to use es fields match, obtains from database and described new
The step of product name corresponding title.
It optionally, further include matching unit；
The matching unit matches the corresponding tax revenue classification of the product name for being based on big data analysis technology
Coding；
The display unit is also used to show the corresponding tax revenue sorting code number of the product name.
The embodiment of the invention also provides a kind of product name means for correctings, comprising:
Memory, for storing computer program；
Processor, for executing the computer program to realize the product name bearing calibration as described in above-mentioned any one
The step of.
The embodiment of the invention also provides a kind of computer readable storage medium, deposited on the computer readable storage medium
Computer program is contained, is realized when the computer program is executed by processor such as the step of above-mentioned product name bearing calibration.
The product name of user's input is received it can be seen from above-mentioned technical proposal；Using es fields match, from database
It is middle to obtain title corresponding with product name；The title matched may have it is multiple, can according to minimum edit
Distance algorithm calculates the title score between product name and each title；Title score is higher, description standard title and
Product name more close to.For the ease of user's selection, the target criteria title and its corresponding for meeting score requirement can be shown
Tax revenue sorting code number；Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.User can
To select suitable target criteria name to be referred to as the product name of invoice issuing according to actuals classification.In the technical solution
In, by being detected to the product name that user inputs, the title of standardization is provided a user, invoice can be greatly improved
The normalization issued, the correctness of product name when ensure that invoice issuing.And each title has its corresponding tax revenue
Sorting code number can accurately be matched to tax revenue sorting code number, improve volume after determining the product name of invoice issuing
The matched accuracy of code.
Detailed description of the invention
In order to illustrate the embodiments of the present invention more clearly, attached drawing needed in the embodiment will be done simply below
It introduces, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ordinary skill people
For member, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of flow chart of product name bearing calibration provided in an embodiment of the present invention；
Fig. 2 is the schematic diagram that a kind of matching result provided in an embodiment of the present invention shows interface；
Fig. 3 is a kind of structural schematic diagram of product name means for correcting provided in an embodiment of the present invention；
Fig. 4 is a kind of hardware structural diagram of product name means for correcting provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, rather than whole embodiments.Based on this
Embodiment in invention, those of ordinary skill in the art are without making creative work, obtained every other
Embodiment belongs to the scope of the present invention.
In order to enable those skilled in the art to better understand the solution of the present invention, with reference to the accompanying drawings and detailed description
The present invention is described in further detail.
Next, a kind of product name bearing calibration provided by the embodiment of the present invention is discussed in detail.Fig. 1 is that the present invention is real
A kind of flow chart of product name bearing calibration of example offer is provided, this method comprises:
S101: the product name of user's input is received.
User can input product name in the software of making out an invoice of smart machine.
S102: using es fields match, and title corresponding with product name is obtained from database.
It is stored with the product name of standardization in the database, it, can be in order to mutually be distinguished with the product name that user inputs
The trade name of standardization is referred to as title.
The product name of user's input is customized by the user, therefore product name may have nonstandard problem.?
In inventive embodiments, the mark that there is relevance with product name can be obtained from database by the way of es fields match
Quasi- title.
S103: according to smallest edit distance algorithm, the title score between product name and each title is calculated.
The title that one product name is matched to often have it is multiple, in order to get information about each title and quotient
Relevance between the name of an article is referred to as can carry out the fortune of editing distance in embodiments of the present invention to product name and title
Calculate, specifically, can according to the character length of product name and the character length of the first title, determine product name with
The editing distance of first title；Wherein, the first title is any one title in all title；
According to following formula, the title score between product name and the first title is calculated,
Wherein, m indicates preset matching degree score value.
In practical applications, m=65 can be set.
It illustrates, it is assumed that the product name of user's input is " hp printer ", character length length=5；Es
It is " printer ", character length length=3, then between product name and title with the title come out
Editing distance is 2, accordingly
S104: the target criteria title and its corresponding tax revenue sorting code number for meeting score requirement are shown.
Title score is higher, description standard title and product name more close to.The number of title is often more, in order to
Show that the title for being more bonded product name in embodiments of the present invention can be according to preset threshold to each mark to user
Quasi- title carries out preliminary screening.Specifically, title score can be filtered out from title more than or equal to preset threshold
Target criteria title.
When showing target criteria title to user, each target criteria can be shown according to the sequence of title score descending
Title and its corresponding tax revenue sorting code number.
Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.
Matching degree corresponding to target criteria title and its corresponding tax revenue sorting code number is selected score by user and is recognized
Card score determination obtains.Certification score refers to that title and tax revenue sorting code number force binding by artificial.
In embodiments of the present invention, the target criteria title and its classification of corresponding tax revenue of score requirement are met in addition to showing
Except coding, after the product name for receiving user's input can also conventionally based on big data analysis technology,
Match the corresponding tax revenue sorting code number of product name；And show the corresponding tax revenue sorting code number of product name.
Be illustrated in figure 2 matching result show interface schematic diagram, when user input product name be " bottle fruit ", in addition to
Except product name, 4 can be matched and meet score required standard title, be followed successively by " bottle fruit orange ", " big bottle fruit
Orange ", " candy bottle " and " RB bottles of fruit oranges ".Each title has its corresponding tax revenue sorting code number, tax revenue specific name and matching
Degree, wherein matching degree refers to the matching degree between title and tax revenue sorting code number.From figure 2 it can be seen that due to trade name
Claim the lack of standardization of " bottle fruit ", therefore the matching degree for the tax revenue sorting code number and product name being matched to according to product name " bottle fruit "
It is lower.
The product name of user's input is received it can be seen from above-mentioned technical proposal；Using es fields match, from database
It is middle to obtain title corresponding with product name；The title matched may have it is multiple, can according to minimum edit
Distance algorithm calculates the title score between product name and each title；Title score is higher, description standard title and
Product name more close to.For the ease of user's selection, the target criteria title and its corresponding for meeting score requirement can be shown
Tax revenue sorting code number；Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.User can
To select suitable target criteria name to be referred to as the product name of invoice issuing according to actuals classification.In the technical solution
In, by being detected to the product name that user inputs, the title of standardization is provided a user, invoice can be greatly improved
The normalization issued, the correctness of product name when ensure that invoice issuing.And each title has its corresponding tax revenue
Sorting code number can accurately be matched to tax revenue sorting code number, improve volume after determining the product name of invoice issuing
The matched accuracy of code.
In embodiments of the present invention, the target criteria title for meeting score requirement and its corresponding tax revenue classification volume are being shown
After code, the title of user's selection is stored with product name to corresponding and is closed by the title of available user's selection
It is library.
After the new commodity title for getting user's input, search whether exist and new commodity name from corresponding relationship library
Claim corresponding title.
When there is title corresponding with new commodity title in corresponding relationship library, then show opposite with new commodity title
The title and tax revenue sorting code number answered.When there is no standard names corresponding with new commodity title in corresponding relationship library
The step of claiming, then can executing using es fields match, title corresponding with new commodity title is obtained from database.
By establishing corresponding relationship library, user can be directed to, the name of commodity is accustomed to, quick search to convenience goods
Title corresponding to title further improves the efficiency of codes match.
Fig. 3 is a kind of structural schematic diagram of product name means for correcting provided in an embodiment of the present invention, including receiving unit
31, acquiring unit 32, computing unit 33 and display unit 34；
Receiving unit 31, for receiving the product name of user's input；
Acquiring unit 32 obtains standard name corresponding with product name for using es fields match from database
Claim；
Computing unit 33, for calculating between product name and each title according to smallest edit distance algorithm
Title score；
Display unit 34, for showing the target criteria title and its corresponding tax revenue sorting code number that meet score requirement；
Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.
Optionally, display unit includes screening subelement and sorting subunit；
Subelement is screened, the target criteria for being greater than or equal to preset threshold for filtering out title score from title
Title；
Sorting subunit shows each target criteria title and its corresponding tax for the sequence according to title score descending
Receive sorting code number.
Optionally, computing unit is specifically used for long according to the character length of product name and the character of the first title
Degree, determines the editing distance of product name Yu the first title；Wherein, the first title is in all title
Any one title；According to following formula, the title score between product name and the first title is calculated,
Wherein, m indicates preset matching degree score value.
Optionally, matching degree corresponding to target criteria title and its corresponding tax revenue sorting code number selects score by user
And certification score determination obtains.
Optionally, it is also wrapped after showing the target criteria title and its corresponding tax revenue sorting code number that meet score requirement
Include storage unit；
Storage unit, title and quotient for selecting user after the title for getting user's selection
The name of an article claims storage to corresponding relationship library.
It optionally, further include searching unit；
Searching unit, for being searched whether from corresponding relationship library after the new commodity title for getting user's input
In the presence of title corresponding with new commodity title；
If so, triggering display unit shows title corresponding with new commodity title and tax revenue sorting code number；
It executes if it is not, then triggering acquiring unit using es fields match, is obtained from database opposite with new commodity title
The step of title answered.
It optionally, further include matching unit；
Matching unit matches the corresponding tax revenue sorting code number of product name for being based on big data analysis technology；
Display unit is also used to show the corresponding tax revenue sorting code number of product name.
The explanation of feature may refer to the related description of embodiment corresponding to Fig. 1 in embodiment corresponding to Fig. 3, here no longer
It repeats one by one.
The product name of user's input is received it can be seen from above-mentioned technical proposal；Using es fields match, from database
It is middle to obtain title corresponding with product name；The title matched may have it is multiple, can according to minimum edit
Distance algorithm calculates the title score between product name and each title；Title score is higher, description standard title and
Product name more close to.For the ease of user's selection, the target criteria title and its corresponding for meeting score requirement can be shown
Tax revenue sorting code number；Wherein, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.User can
To select suitable target criteria name to be referred to as the product name of invoice issuing according to actuals classification.In the technical solution
In, by being detected to the product name that user inputs, the title of standardization is provided a user, invoice can be greatly improved
The normalization issued, the correctness of product name when ensure that invoice issuing.And each title has its corresponding tax revenue
Sorting code number can accurately be matched to tax revenue sorting code number, improve volume after determining the product name of invoice issuing
The matched accuracy of code.
Fig. 4 is a kind of hardware structural diagram of product name means for correcting 40 provided in an embodiment of the present invention, comprising:
Memory 41, for storing computer program；
Processor 42, for executing computer program to realize the step such as above-mentioned any one product name bearing calibration
Suddenly.
The embodiment of the invention also provides a kind of computer readable storage medium, it is stored on computer readable storage medium
Computer program is realized when computer program is executed by processor such as the step of the bearing calibration of any of the above-described product name.
It is provided for the embodiments of the invention a kind of product name bearing calibration, device and computer-readable storage medium above
Matter is described in detail.Each embodiment is described in a progressive manner in specification, and each embodiment stresses
It is the difference from other embodiments, the same or similar parts in each embodiment may refer to each other.For embodiment public affairs
For the device opened, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, related place is referring to side
Method part explanation.It should be pointed out that for those skilled in the art, not departing from the principle of the invention
Under the premise of, it can be with several improvements and modifications are made to the present invention, these improvement and modification also fall into the claims in the present invention
In protection scope.
Professional further appreciates that, unit described in conjunction with the examples disclosed in the embodiments of the present disclosure
And algorithm steps, can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware and
The interchangeability of software generally describes each exemplary composition and step according to function in the above description.These
Function is implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Profession
Technical staff can use different methods to achieve the described function each specific application, but this realization is not answered
Think beyond the scope of this invention.
The step of method described in conjunction with the examples disclosed in this document or algorithm, can directly be held with hardware, processor
The combination of capable software module or the two is implemented.Software module can be placed in random access memory (RAM), memory, read-only deposit
Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or technology
In any other form of storage medium well known in field.
Claims (10)
1. a kind of product name bearing calibration characterized by comprising
Receive the product name of user's input；
Using es fields match, title corresponding with the product name is obtained from database；
According to smallest edit distance algorithm, the title score between the product name and each title is calculated；
Show the target criteria title and its corresponding tax revenue sorting code number for meeting score requirement；Wherein, each target criteria name
Claim and its corresponding tax revenue sorting code number has corresponding matching degree.
2. the method according to claim 1, wherein it is described displaying meet score requirement target criteria title and
Its corresponding tax revenue sorting code number includes:
The target criteria title that title score is greater than or equal to preset threshold is filtered out from the title；
According to the sequence of title score descending, each target criteria title and its corresponding tax revenue sorting code number are shown.
3. calculating described the method according to claim 1, wherein described according to smallest edit distance algorithm
Title score between product name and each title includes:
According to the character length of the character length of the product name and the first title, the product name and institute are determined
State the editing distance of the first title；Wherein, the first title is any one title in all title；
According to following formula, the title score between the product name and first title is calculated,
Wherein, m indicates preset matching degree score value.
4. the method according to claim 1, wherein the target criteria title and its classification of corresponding tax revenue are compiled
Matching degree corresponding to code selects score and certification score to determine to obtain by user.
5. the method according to claim 1, wherein meeting the target criteria title of score requirement in the displaying
And its after corresponding tax revenue sorting code number further include:
After the title for getting user's selection, the title of user's selection is stored with the product name to right
It should be related to library.
6. according to the method described in claim 5, it is characterized by further comprising:
After the new commodity title for getting user's input, search whether exist and the new commodity name from corresponding relationship library
Claim corresponding title；
If so, showing title corresponding with the new commodity title and tax revenue sorting code number；
If it is not, then executing described using es fields match, the acquisition standard corresponding with the new commodity title from database
The step of title.
7. method described in -6 any one according to claim 1, which is characterized in that in the trade name of the reception user input
After referred to as further include:
Based on big data analysis technology, the corresponding tax revenue sorting code number of the product name is matched；And show the trade name
Claim corresponding tax revenue sorting code number.
8. a kind of product name means for correcting, which is characterized in that including receiving unit, acquiring unit, computing unit and show single
Member；
The receiving unit, for receiving the product name of user's input；
The acquiring unit obtains standard corresponding with the product name for using es fields match from database
Title；
The computing unit, for calculating between the product name and each title according to smallest edit distance algorithm
Title score；
The display unit, for showing the target criteria title and its corresponding tax revenue sorting code number that meet score requirement；Its
In, each target criteria title and its corresponding tax revenue sorting code number have corresponding matching degree.
9. a kind of product name means for correcting characterized by comprising
Memory, for storing computer program；
Processor, for executing the computer program, to realize, product name is corrected as described in claim 1 to 7 any one
The step of method.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program realizes the product name bearing calibration as described in any one of claim 1 to 7 when the computer program is executed by processor
The step of.
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| CN111028026A (en) * | 2019-12-20 | 2020-04-17 | 邦邦汽车销售服务(北京)有限公司 | Invoice matching method and system |
| CN111597261A (en) * | 2020-05-12 | 2020-08-28 | 广东巴金斯科技有限公司 | Data declaration form making system, method and storage medium |
| CN111967246A (en) * | 2020-07-30 | 2020-11-20 | 湖南大学 | Error correction method for shopping bill recognition result |
| CN113112336A (en) * | 2021-05-10 | 2021-07-13 | 拉扎斯网络科技（上海）有限公司 | Commodity information processing method and device and computer equipment |
| CN114880430A (en) * | 2022-05-10 | 2022-08-09 | 马上消费金融股份有限公司 | Name processing method and device |
| CN114880430B (en) * | 2022-05-10 | 2023-07-18 | 马上消费金融股份有限公司 | Name processing method and device |
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Application publication date: 20191025 |