CN106384280A - Artificial intelligent accounting system and computing method thereof - Google Patents
Artificial intelligent accounting system and computing method thereof Download PDFInfo
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- CN106384280A CN106384280A CN201610968636.4A CN201610968636A CN106384280A CN 106384280 A CN106384280 A CN 106384280A CN 201610968636 A CN201610968636 A CN 201610968636A CN 106384280 A CN106384280 A CN 106384280A
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- 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
- G06Q40/125—Finance or payroll
Abstract
The invention discloses an artificial intelligent accounting system and a computing method thereof. The system comprises a financial intelligent cloud computing server and a financial accounting all-in-one machine which perform mutual communication. The financial accounting all-in-one machine comprises the components of a certificate scanning identifying component, a verification encrypting component, a fault response component, an intelligent algorithm analyzing processor, an accounting memory, a financial operation analyzing processor, a printing-and-binding component and a wireless communication circuit. The certificate scanning identifying component is connected with the verification encrypting component. The verification encrypting component is connected with the fault response component and the intelligent algorithm analyzing processor. The intelligent algorithm analyzing process is further connected with the wireless communication circuit and the accounting memory. The accounting memory is connected with the printing-and-binding component and the financial operation analyzing processor. The financial operation analyzing processor is connected with the wireless communication circuit. The wireless communication circuit is connected with clients. The artificial intelligent accounting system and the computing method thereof realize comprehensive intelligence of a junior financial accountant position through supporting of cloud service mode financial artificial intelligence.
Description
Technical field
The invention belongs to financial accounting intellectualized technology field, more particularly to a kind of artificial intelligence's accounting system and its calculating side
Method.
Background technology
Existing property tax processing mode, all using artificial treatment, voucher identification, registration book, finance do account and later stage bookbinding
And in Tax Treatment, mechanical repeated work is many, intricate operation, inefficiency, and added value is not high；And in processing procedure,
Study according to treatment people and professional ability are different, a large amount of mistakes easily, and this mistake is the later stage to produce financial risk
Subject matter.
Content of the invention
In order to solve the above problems, the present invention proposes a kind of artificial intelligence's accounting system and its computational methods, by cloud
The support of service mode property tax artificial intelligence, will be comprehensively intelligent for primary book keeping operation financial accounting post.
For reaching above-mentioned purpose, the technical solution used in the present invention is：
The present invention proposes a kind of artificial intelligence's bookkeeping methods, sets up property tax algorithms library and by property tax algorithms library to voucher
Carry out intelligent book keeping operation；
The establishment step of property tax algorithms library includes：
S101, using the property tax big data collected, sets up property tax rule by statistical analysiss；
S102, described property tax rule is combined with natural semantics recognition technology, and is trained by multidimensional scene, form property tax
Algorithms library；
Intelligent bookkeeping methods includes step：
S201, scanning voucher simultaneously identifies credential information, obtains Credential data；
S202, validating documents data, it is verified, carries out next step, do not pass through, carry out fault alarm；
S203, Credential data is combined the basic data in property tax algorithms library, thus carrying out intellectual analysis to Credential data；
S204, the financial data after intellectual analysis is carried out book keeping operation storage；
S205, circulation step S201-S204 is entered account；
S206, after finishing when entering account, carries out property tax OA operation analysis to the data of book keeping operation storage and printing is bound into book form；
S207, the result that property tax is analyzed passes through Wireless transceiver to client.
It is further that intellectual analysis concrete grammar described in step S203 include step：
S2031, distinguishes species and the attribute of Credential data；
Whether S2032, have the process rule of such voucher in retrieval property tax algorithms library；
S2033, if no processing rule, will enter line discipline and building to this Credential data, and formulate processing mode write wealth
Tax algorithms library；If having process rule, using Credential data as financial data.
It is further, according to financial specification in step S204, the financial data of corresponding attribute to be listed in financial book
Corresponding accounts；Logic by strong statistical classification.
It is further that described property tax analysis is by calling accordingly in property tax algorithms library to the data in financial book
Computation rule is thus carry out property tax OA operation analysis.
It is further that described property tax OA operation analysis includes exporting financial base report；Burden of taxation during output is corresponding divides
Analysis form；According to company's account information, give company operation management level corresponding financial statement analysis；In financial rule scope
Interior, defer in the range of Tax Treatment principle, system provides the financial Tax Treatment path of optimum, and assist company operation layer to advise
Model daily property tax processing means.
It is further that property tax rule includes Tax Treatment rule, accounting rule and property tax application scenarios.
It is further that described Tax Treatment rule, accounting rule and property tax application scenarios are received by statistical analysiss
The property tax of collection processes context and lessons and sets up.
On the other hand, for coordinating the realization of the inventive method, based on identical inventive concept, present invention also offers a kind of
Artificial intelligence's accounting system, the property tax intelligence cloud computing center including mutual communication and financial accounting all-in-one；
Described property tax intelligence cloud computing center, including property tax intellectual analysis storehouse memorizer and connection property tax intellectual analysis stock
Reservoir and the intelligent Service encrypted tunnel of financial accounting all-in-one communication；
Described financial accounting all-in-one, including voucher scanning identification component, checking encryption unit, failure response part, intelligence
Energy Algorithm Analysis processor, book keeping operation memorizer, property tax OA operation analysis processor, printing binding part and wireless communication line, institute
State voucher scanning identification component connectivity verification encryption unit, checking encryption unit connecting fault respond module and intelligent algorithm respectively
Analysis processor, intelligent algorithm analysis processor is additionally coupled to wireless communication line and book keeping operation memorizer, and book keeping operation memorizer is respectively
Connect and print binding part and property tax OA operation analysis processor, property tax OA operation analysis processor connects wireless communication line, wirelessly
Communicating circuit connects intelligent Service encrypted tunnel and client respectively.
It is further that described property tax intellectual analysis storehouse includes regular, the natural semantics recognition module of property tax and property tax algorithm
Storehouse, regular, the natural semantics recognition module of described property tax is respectively connecting to property tax algorithms library, and described property tax algorithms library connects Intellectual garment
Business encrypted tunnel.
It is further that described client includes exterior PC or mobile terminal.
Beneficial effect using the technical program：
Using big data environment, property tax rule-based algorithm storehouse is set up by statistics and analysis；Using artificial intelligence pattern, will
Algorithms library is combined to form with natural semantics recognition technology can automatic discrimination property tax voucher classification；Trained by multidimensional scene, by people
Work intellectual technology and big data technological synthesiss apply to property tax primary financial accounting post；By the artificial intelligence of cloud service pattern property tax
The support of energy, will be comprehensively intelligent for primary book keeping operation financial accounting post.
Simplify business finance recording work, improve financial accounting work efficiency；Reduce business finance book keeping operation cost, reduce enterprise
Industry Financial Tax Risk coefficient；Add intelligent algorithm with smart machine, form property tax intelligent plant pattern；Change current enterprise
The manual accounting mode of primary book keeping operation accounting；Change the patterns lack of standardization such as the financial accounting data artificial cognition such as voucher；Reduce just
Level financial accounting accounting profession preparation, improves financial analysis accounting and obtains datamation in time.
Brief description
Fig. 1 is a kind of schematic flow sheet of artificial intelligence's bookkeeping methods of the present invention；
Fig. 2 is a kind of artificial intelligence's accounting system structural representation of the present invention；
Fig. 3 is the structural representation of property tax intelligence cloud computing center in the embodiment of the present invention.
Specific embodiment
In order that the object, technical solutions and advantages of the present invention are clearer, below in conjunction with the accompanying drawings the present invention is made into one
Step illustrates.
In the present embodiment one, as shown in figure 1, the present invention proposes a kind of artificial intelligence's bookkeeping methods, set up property tax and calculate
Faku County simultaneously carries out intelligent book keeping operation by property tax algorithms library to voucher；
1. the establishment step of property tax algorithms library includes：
S101, using the property tax big data collected, sets up property tax rule by statistical analysiss；
S102, described property tax rule is combined with natural semantics recognition technology, and is trained by multidimensional scene, form property tax
Algorithms library；
Combination principle：By natural semantics recognition technology, by the Word message in property tax rule, translating into computer can
The data of identification.
Wherein, natural semantics recognition technology, mainly adopts character translation evaluator, and its principle is：Language is established as shape
Formula model is so as to can show in mathematical terms；Mathematical model is expressed as algorithm；According to algorithm, computer carries out reality
Existing, set up various natural semantic processes systems.
The training of multidimensional scene is as follows：
The data of identification is classified；According to type, the data of identification is created as multi-dimensional matrix model through training；
By multiple multi-dimensional matrix models, form property tax algorithms library.
2. intelligent bookkeeping methods includes step：
S201, scanning voucher simultaneously identifies credential information, obtains Credential data；
S202, validating documents data, it is verified, carries out next step, do not pass through, carry out fault alarm；
Validating documents data：On the basis of identification credential information electronization, by natural semantics recognition technology, by voucher
Data is combined with naturally semantic, translates the implication of word；By voucher word implication with set up complete property tax voucher classification
Property tax algorithms library is corrected, and looks for whether rule base and the property tax pretreatment mode of this word implication.
In conjunction with effect：Understand accounting voucher and the various real meaning making account voucher, and the model in property tax specified by rules
In enclosing, generate Business Processing and guide it is ensured that meeting account to process logic.
S203, Credential data is combined the basic data in property tax algorithms library, thus carrying out intellectual analysis to Credential data；
S204, the financial data after intellectual analysis is carried out book keeping operation storage；
S205, circulation step S201-S204 is entered account；
S206, after finishing when entering account, carries out property tax OA operation analysis to the data of book keeping operation storage and printing is bound into book form；
S207, the result that property tax is analyzed passes through Wireless transceiver to client.
Embodiment two, on the basis of embodiment one, intellectual analysis concrete grammar described in step S203 include step：
S2031, distinguishes species and the attribute of Credential data；
Whether S2032, have the process rule of such voucher in retrieval property tax algorithms library；
S2033, if no processing rule, will enter line discipline and building to this Credential data, and formulate processing mode write wealth
Tax algorithms library；If having process rule, using Credential data as financial data.
Regular construction method refers to multidimensional scene training method.
Scene training be according to process voucher during, if process rule in find experienced process side
Formula, then start scene training, allow artificial intelligence have the disposal ability of this business scenario by training process.
Processing mode：According to different property tax business scenarios for financial books book keeping operation mode, the rules and regulations of the tax
Carry out repeat in work to the processing mode of financial data to collect, form the property tax to specific property tax business scenario and be jointly processed by advising
Then.
Embodiment three, on the basis of embodiment one and embodiment two, according to financial specification in step S204, belongs to corresponding
The financial data of property lists the corresponding accounts of financial book in.
As the prioritization scheme of above-described embodiment, described property tax analysis is by calculating in property tax to the data in financial book
Corresponding computation rule calls thus carrying out property tax OA operation analysis in Faku County.
Described property tax OA operation analysis includes：The financial base report of output；Analysis on tax burdens form during output is corresponding；According to
Company's account information, gives company operation management level corresponding financial statement analysis；In the range of financial rule, defer at the tax
In the range of reason principle, system provides the financial Tax Treatment path of optimum, and assists at the daily property tax of company operation layer specification
Reason means.
As the prioritization scheme of above-described embodiment, property tax rule includes Tax Treatment rule, accounting rule and property tax
Application scenarios.
Regular construction method refers to multidimensional scene training method.
Described Tax Treatment rule, accounting rule and property tax application scenarios are processed by the property tax that statistical analysiss are collected
Context and lessons are set up.
For example：Certain enterprise 2008 year obtains 30,000,000 yuan of sales, occurs relevant with production and operating activities
Business entertainment pays 300,000 yuan.The pre-tax deductible business entertainment of its corporate earning is paid as 150,000 yuan.
According to the 43rd article of People's Republic of China's corporate income tax law implementing regulations regulation, enterprise occur with production
The relevant business entertainment expenditure of business activities, according to 60% deduction of amount, but highest must not exceed and sells (battalion then
Industry) take in 5 ‰.
Tax Treatment rule sets up process：
1st, calculate the 60% of amount:X*60%；
Ten thousand yuan of 300000 yuan × 60%=18；
2nd, the limit of the pre-tax deduction of corporate earning：Y*5‰；
30000000 yuan × 5 ‰=150,000 yuan；
3rd, then the pre-tax deductible business entertainment of corporate earning is paid：150000 yuan；
4th, when then annual income tax is cleared, adjust and increase the amount of taxable income：150000 yuan.
In rule is set up, the voucher of account is processed, in the bank slip recognition such as business entertainment, when the fiscal system exceeding
During fixing amount, whole accounting procedure will not increase data in corresponding subject, and more bills are carried out closing other of rule
Process, but in the process, operator can not go to understand tax law regulation and financial rule, whole process is by backstage
Reason rule and scene training complete.
For coordinating the realization of the inventive method, based on identical inventive concept, as shown in Fig. 2 present invention also offers one
Plant artificial intelligence's accounting system, including the mutual property tax communicating intelligence cloud computing center and financial accounting all-in-one；
Described property tax intelligence cloud computing center, including property tax intellectual analysis storehouse memorizer and connection property tax intellectual analysis stock
Reservoir and the intelligent Service encrypted tunnel of financial accounting all-in-one communication；
Described financial accounting all-in-one, including voucher scanning identification component, checking encryption unit, failure response part, intelligence
Energy Algorithm Analysis processor, book keeping operation memorizer, property tax OA operation analysis processor, printing binding part and wireless communication line, institute
State voucher scanning identification component connectivity verification encryption unit, checking encryption unit connecting fault respond module and intelligent algorithm respectively
Analysis processor, intelligent algorithm analysis processor is additionally coupled to wireless communication line and book keeping operation memorizer, and book keeping operation memorizer is respectively
Connect and print binding part and property tax OA operation analysis processor, property tax OA operation analysis processor connects wireless communication line, wirelessly
Communicating circuit connects intelligent Service encrypted tunnel and client respectively.
Described voucher scanning identification component includes document board, optical imagery part, photoelectric conversion part, mechanical transmission component
And identification component, described optical imagery part, photoelectric conversion part, mechanical transmission component and identification component be arranged on document board it
Under, and optical imagery part, photoelectric conversion part and identification component be sequentially connected electrically.
Described checking encryption unit is decoder, and described encryption device is encoder.
Described failure response part includes speaker and display.
Described intelligent algorithm analysis processor and property tax OA operation analysis processor adopt STM microprocessor.
Described printing binding part includes print member and binding part；Described print member include paper feeding slot, toner cartridge and
Powder box, control assembly, paper transfer assembly and paper output trough that toner cartridge is connected, described paper feeding slot, toner cartridge and paper output trough pass through
Paper transfer assembly connects；Described binding part includes arranging groove, cutting assembly, mill cutter assemblies and bookbinding transfer assembly, bookbinding
Transfer assembly connection arranges groove, cutting assembly and mill cutter assemblies, and described paper output trough connection arranges groove.
Wireless communication line adopts 3G/4G communicating circuit or WIFI communication circuit.
As the prioritization scheme of above-described embodiment, as shown in figure 3, described property tax intellectual analysis storehouse include property tax rule, from
So semantics recognition module and property tax algorithms library, regular, the natural semantics recognition module of described property tax is respectively connecting to property tax algorithms library,
Described property tax algorithms library connects intelligent Service encrypted tunnel.
As the prioritization scheme of above-described embodiment, described client includes exterior PC or mobile terminal.
Ultimate principle and principal character and the advantages of the present invention of the present invention have been shown and described above.The technology of the industry
, it should be appreciated that the present invention is not restricted to the described embodiments, the simply explanation described in above-described embodiment and description is originally for personnel
The principle of invention, without departing from the spirit and scope of the present invention, the present invention also has various changes and modifications, these changes
Change and improvement both falls within scope of the claimed invention.Claimed scope by appending claims and its
Equivalent thereof.
Claims (10)
1. a kind of artificial intelligence's bookkeeping methods is it is characterised in that setting up property tax algorithms library and by property tax algorithms library, voucher being entered
Row intelligence is kept accounts；
The establishment step of property tax algorithms library includes：
S101, using the property tax big data collected, sets up property tax rule by statistical analysiss；
S102, described property tax rule is combined with natural semantics recognition technology, and is trained by multidimensional scene, form property tax algorithm
Storehouse；
Intelligent bookkeeping methods includes step：
S201, scanning voucher simultaneously identifies credential information, obtains Credential data；
S202, validating documents data, it is verified, carries out next step, do not pass through, carry out fault alarm；
S203, Credential data is combined the basic data in property tax algorithms library, thus carrying out intellectual analysis to Credential data；
S204, the financial data after intellectual analysis is carried out book keeping operation storage；
S205, circulation step S201-S204 is entered account；
S206, after finishing when entering account, carries out property tax OA operation analysis to the data of book keeping operation storage and printing is bound into book form；
S207, the result that property tax is analyzed passes through Wireless transceiver to client.
2. a kind of artificial intelligence's bookkeeping methods according to claim 1 it is characterised in that
Intellectual analysis concrete grammar described in step S203 include step：
S2031, distinguishes species and the attribute of Credential data；
Whether S2032, have the process rule of such voucher in retrieval property tax algorithms library；
S2033, if no processing rule, will enter line discipline and building to this Credential data, and formulate processing mode write property tax calculation
Faku County；If having process rule, using Credential data as financial data.
3. a kind of artificial intelligence's bookkeeping methods according to claim 2 is it is characterised in that advise according to finance in step S204
Model, the financial data of corresponding attribute is listed in the corresponding accounts of financial book.
4. a kind of artificial intelligence's bookkeeping methods according to claim 1 or 3 is it is characterised in that the analysis of described property tax is logical
Cross and corresponding computation rule is called thus carrying out property tax OA operation analysis in property tax algorithms library to the data in financial book.
5. a kind of artificial intelligence's bookkeeping methods according to claim 4 is it is characterised in that described property tax OA operation analysis includes
The financial base report of output；Output burden of taxation analytical statement；Output financial statement analysis.
6. a kind of artificial intelligence's bookkeeping methods according to claim 1 is it is characterised in that described property tax rule includes the tax
Process rule, accounting rule and property tax application scenarios.
7. a kind of artificial intelligence's accounting system according to claim 6 is it is characterised in that described Tax Treatment is regular, meeting
Meter accounting criteria and property tax application scenarios process context and lessons by the property tax that statistical analysiss are collected and set up.
8. a kind of artificial intelligence's accounting system is it is characterised in that include property tax intelligence cloud computing center and the finance of mutually communication
Book keeping operation all-in-one；
Described property tax intelligence cloud computing center, including property tax intellectual analysis storehouse memorizer and connection property tax intellectual analysis storehouse memorizer
Intelligent Service encrypted tunnel with the communication of financial accounting all-in-one；
Described financial accounting all-in-one, calculates including voucher scanning identification component, checking encryption unit, failure response part, intelligence
Method analysis processor, book keeping operation memorizer, property tax OA operation analysis processor, print binding part and wireless communication line, described with
Card scanning identification component connectivity verification encryption unit, connecting fault respond module and the intelligent algorithm analysis respectively of checking encryption unit
Processor, intelligent algorithm analysis processor is additionally coupled to wireless communication line and book keeping operation memorizer, and book keeping operation memorizer connects respectively
Print binding part and property tax OA operation analysis processor, property tax OA operation analysis processor connects wireless communication line, wireless telecommunications
Circuit connects intelligent Service encrypted tunnel and client respectively.
9. a kind of artificial intelligence's accounting system according to claim 8 is it is characterised in that described property tax intellectual analysis stock
Reservoir includes regular, the natural semantics recognition module of property tax and property tax algorithms library, and regular, the natural semantics recognition module of described property tax is divided
Do not connect to property tax algorithms library, described property tax algorithms library connects intelligent Service encrypted tunnel.
10. a kind of artificial intelligence's accounting system according to claim 8 is it is characterised in that described client includes outside
PC or mobile terminal.
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| CN109559210A (en) * | 2018-10-26 | 2019-04-02 | 成都光谷云财务咨询有限公司 | Based on big data and the book keeping operation of the artificial intelligence of cloud computing and method of declaring dutiable goods automatically |
| CN112308693A (en) * | 2020-11-03 | 2021-02-02 | 桂林格林拜尔网络科技有限公司 | Finance and tax optimization system and method based on big data |
| CN113516447A (en) * | 2021-05-21 | 2021-10-19 | 陕西迅税通智能科技有限公司 | Electronic device and method for outputting fiscal reasoning matching result based on computer |
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| CN109559210A (en) * | 2018-10-26 | 2019-04-02 | 成都光谷云财务咨询有限公司 | Based on big data and the book keeping operation of the artificial intelligence of cloud computing and method of declaring dutiable goods automatically |
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| CN113516447A (en) * | 2021-05-21 | 2021-10-19 | 陕西迅税通智能科技有限公司 | Electronic device and method for outputting fiscal reasoning matching result based on computer |
| CN113516447B (en) * | 2021-05-21 | 2024-04-23 | 陕西迅税通智能科技有限公司 | Electronic device and method for outputting financial tax reasoning matching result based on computer |
| CN116305071A (en) * | 2023-03-18 | 2023-06-23 | 广州锦拓信息科技有限公司 | Account password security system based on artificial intelligence |
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