CN106384280B - Artificial intelligence accounting system and calculation method thereof - Google Patents
Artificial intelligence accounting system and calculation method thereof Download PDFInfo
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- CN106384280B CN106384280B CN201610968636.4A CN201610968636A CN106384280B CN 106384280 B CN106384280 B CN 106384280B CN 201610968636 A CN201610968636 A CN 201610968636A CN 106384280 B CN106384280 B CN 106384280B
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- 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
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Abstract
The invention discloses an artificial intelligent accounting system and a computing method thereof, wherein the artificial intelligent accounting system comprises a financial tax intelligent cloud computing server and a financial accounting integrated machine which are communicated with each other; the financial accounting all-in-one includes voucher scanning identification part, verification encryption part, trouble response part, intelligent algorithm analysis processor, accounting memory, financial tax operation analysis processor, prints and binds part and wireless communication circuit, voucher scanning identification part connects verification encryption part, verification encryption part connects trouble response module and intelligent algorithm analysis processor respectively, intelligent algorithm analysis processor still is connected to wireless communication circuit and accounting memory, and accounting memory connects respectively and prints and binds part and financial tax operation analysis processor, and financial tax operation analysis processor connects wireless communication circuit, and wireless communication circuit connects the customer respectively. According to the invention, primary accounting financial accounting posts are fully intelligent through the support of cloud service mode financial tax artificial intelligence.
Description
Technical Field
The invention belongs to the technical field of finance and accounting intellectualization, and particularly relates to an artificial intelligence accounting system and a calculation method thereof.
Background
The existing financial tax processing modes are all manually processed, and the mechanical repeated work is more, the work is complicated, the work efficiency is low, and the added value is not high in the aspects of certificate identification, account registration, financial account making, later binding and tax processing; in addition, in the processing process, a large number of errors are easy to occur according to different learning and business capacities of processing staff, and the errors are a main problem of financial risk in the later period.
Disclosure of Invention
In order to solve the problems, the invention provides an artificial intelligence accounting system and a calculation method thereof, and primary accounting financial accounting posts are fully intelligent through the support of cloud service mode financial accounting artificial intelligence.
In order to achieve the above purpose, the invention adopts the following technical scheme:
the invention provides an artificial intelligent accounting method, which comprises the steps of establishing a financial tax algorithm library and intelligently accounting certificates through the financial tax algorithm library;
the establishing step of the financial tax algorithm library comprises the following steps:
s101, establishing financial rules through statistical analysis by utilizing collected financial big data;
s102, combining the financial rules with a natural semantic recognition technology, and training through multidimensional scenes to form a financial algorithm library;
the intelligent accounting method comprises the following steps:
s201, scanning the certificate and identifying the certificate information to obtain the certificate data;
s202, verifying the credential data, if the credential data passes the verification, performing the next step, and if the credential data does not pass the verification, performing fault alarm;
s203, combining the credential data with the basic data in the financial algorithm library so as to carry out intelligent analysis on the credential data;
s204, accounting and storing the financial data after intelligent analysis;
s205, looping steps S201-S204 to check out;
s206, after the account is checked out, performing financial operation analysis and printing bookbinding on the data stored in the account;
s207, the result of the financial analysis is transmitted to the client through wireless.
Further, the specific method for intelligent analysis in step S203 includes the steps of:
s2031, distinguishing the type and attribute of the credential data;
s2032, searching whether processing rules of the certificates exist in the financial algorithm library;
s2033, if no processing rule exists, carrying out rule construction on the credential data, and making a processing mode and writing the processing mode into a financial tax algorithm library; if the processing rule exists, the voucher data is used as financial data.
Further, in step S204, according to the financial specification, the financial data of the corresponding attribute is listed in the corresponding subject of the financial account book; the strong statistics are classified as organized.
Furthermore, the financial analysis is to call corresponding calculation rules in a financial algorithm library for the data in the financial account so as to perform financial operation analysis.
Further, the financial tax operation analysis comprises outputting a financial basic report; outputting tax negative analysis report forms in corresponding periods; giving corresponding financial statement analysis to the company operation management layer according to the company accounting information; within the financial system scope, the system gives an optimal financial tax processing path and assists the company operation layer to standardize daily financial tax processing means within the scope of following tax processing principles.
Further, the financial tax rules include tax handling rules, accounting rules, and financial tax application scenarios.
Further, the tax processing rules, the accounting rules and the financial tax application scene are established through the financial tax processing rules and experiences collected through statistical analysis.
On the other hand, in order to cooperate with the implementation of the method of the invention, based on the same invention conception, the invention also provides an artificial intelligent accounting system, which comprises a financial tax intelligent cloud computing center and a financial accounting all-in-one machine which are communicated with each other;
the financial tax intelligent cloud computing center comprises a financial tax intelligent analysis memory and an intelligent service encryption channel which is communicated with the financial tax intelligent analysis memory and the financial accounting integrated machine;
the financial accounting all-in-one, including voucher scanning identification part, verification encryption part, fault response part, intelligent algorithm analysis processor, account memory, financial tax operation analysis processor, print and bind part and wireless communication circuit, voucher scanning identification part connects verification encryption part, verification encryption part connects fault response module and intelligent algorithm analysis processor respectively, intelligent algorithm analysis processor still is connected to wireless communication circuit and account memory, account memory connects respectively and prints and binds part and financial tax operation analysis processor, financial tax operation analysis processor connects wireless communication circuit, wireless communication circuit connects intelligent service encryption channel and customer end respectively.
Further, the financial tax intelligent analysis library comprises a financial tax rule, a natural semantic identification module and a financial tax algorithm library, wherein the financial tax rule and the natural semantic identification module are respectively connected to the financial tax algorithm library, and the financial tax algorithm library is connected with an intelligent service encryption channel.
Further, the client includes an external PC or a mobile terminal.
The beneficial effect of adopting this technical scheme is:
establishing a financial tax rule algorithm library by statistics and analysis by utilizing a big data environment; combining the algorithm library with the natural semantic recognition technology by utilizing an artificial intelligence mode to form a model capable of automatically distinguishing financial tax certificates; through multidimensional scene training, the artificial intelligence technology and the big data technology are comprehensively applied to financial accounting posts of financial tax primary stage; and the primary accounting financial accounting post is fully intelligent through the support of cloud service mode financial artificial intelligence.
The financial accounting work of enterprises is simplified, and the financial accounting work efficiency is improved; the financial accounting cost of enterprises is reduced, and the financial and tax risk coefficient of the enterprises is reduced; forming a financial tax intelligent factory mode by using intelligent equipment and an artificial intelligent algorithm; changing a manual accounting mode of primary accounting of the current enterprise; changing irregular modes such as manual identification of financial accounting data such as certificates and the like; reduce primary financial accounting trade preparation work, improve financial analysis accounting and acquire data work in time.
Drawings
FIG. 1 is a flow chart of an artificial intelligence accounting method of the present invention;
FIG. 2 is a schematic diagram of an artificial intelligence accounting system according to the present invention;
fig. 3 is a schematic structural diagram of a financial tax intelligent cloud computing center according to an embodiment of the present invention.
Detailed Description
The present invention will be further described with reference to the accompanying drawings, in order to make the objects, technical solutions and advantages of the present invention more apparent.
In the first embodiment, as shown in fig. 1, the invention provides an artificial intelligent accounting method, which establishes a financial tax algorithm library and performs intelligent accounting on the certificates through the financial tax algorithm library;
1. the establishing step of the financial tax algorithm library comprises the following steps:
s101, establishing financial rules through statistical analysis by utilizing collected financial big data;
s102, combining the financial rules with a natural semantic recognition technology, and training through multidimensional scenes to form a financial algorithm library;
the combination principle is as follows: through natural semantic recognition technology, the text information in the financial rules is translated into data which can be recognized by a computer.
The natural semantic recognition technology mainly adopts a character translation recognizer, and the principle is as follows: establishing a language as a formalized model so that the language can be expressed in a mathematical form; representing the mathematical model as an algorithm; according to the algorithm, the computer is realized, and various natural semantic processing systems are built.
The multidimensional scene training is as follows:
classifying the identified data; training the identified data according to the type to establish a multidimensional matrix model; and forming a financial algorithm library by a plurality of multidimensional matrix models.
2. The intelligent accounting method comprises the following steps:
s201, scanning the certificate and identifying the certificate information to obtain the certificate data;
s202, verifying the credential data, if the credential data passes the verification, performing the next step, and if the credential data does not pass the verification, performing fault alarm;
verification credential data: on the basis of identifying the electronic information of the voucher, the voucher data is combined with natural semantics through a natural semantic identification technology, and the meaning of the text is translated; correcting the character meaning of the voucher and a financial algorithm library for establishing complete financial voucher categories, and searching whether a rule library for the character meaning exists or not and a financial preprocessing mode.
The combination effect is as follows: the true meaning of accounting vouchers and various account making vouchers is understood, and business processing guidance is generated within the range specified by financial tax rules, so as to ensure that accounting processing logic is met.
S203, combining the credential data with the basic data in the financial algorithm library so as to carry out intelligent analysis on the credential data;
s204, accounting and storing the financial data after intelligent analysis;
s205, looping steps S201-S204 to check out;
s206, after the account is checked out, performing financial operation analysis and printing bookbinding on the data stored in the account;
s207, the result of the financial analysis is transmitted to the client through wireless.
In a second embodiment, based on the first embodiment, the intelligent analysis specific method in step S203 includes the steps of:
s2031, distinguishing the type and attribute of the credential data;
s2032, searching whether processing rules of the certificates exist in the financial algorithm library;
s2033, if no processing rule exists, carrying out rule construction on the credential data, and making a processing mode and writing the processing mode into a financial tax algorithm library; if the processing rule exists, the voucher data is used as financial data.
The rule building method may refer to a multidimensional scenario training method.
The scene training is based on the fact that in the process of processing the certificates, if an experienced processing mode is found in the processing rules, the scene training is started, and the artificial intelligence has the processing capacity of the business scene through the training process.
The treatment method comprises the following steps: and according to the accounting modes of different financial tax service scenes on the financial account book, the tax regulation system carries out service cross summarization on the processing modes of the financial data to form a financial tax common processing rule of a specific financial tax service scene.
In the third embodiment, based on the first and second embodiments, in step S204, the financial data of the corresponding attribute is listed in the corresponding subject of the financial account book according to the financial specification.
As an optimization scheme of the embodiment, the financial tax analysis is to call corresponding calculation rules in a financial tax algorithm library for data in a financial account so as to perform financial tax operation analysis.
The financial tax operation analysis comprises the following steps: outputting a basic financial statement; outputting tax negative analysis report forms in corresponding periods; giving corresponding financial statement analysis to the company operation management layer according to the company accounting information; within the financial system scope, the system gives an optimal financial tax processing path and assists the company operation layer to standardize daily financial tax processing means within the scope of following tax processing principles.
As an optimization scheme of the above embodiment, the tax rule includes tax handling rules, accounting rules, and tax application scenarios.
The rule building method may refer to a multidimensional scenario training method.
The tax processing rules, the accounting rules and the financial tax application scene are established through the financial tax processing rules and experiences collected through statistical analysis.
For example: the 2008 of a certain enterprise obtains 3000 ten thousand yuan of commodity sales income, and 30 ten thousand yuan of business expense related to production and operation activities occurs. The business expense of deduction before the income tax of the enterprise is 15 ten thousand yuan.
According to forty-third rule of tax administration regulations obtained by the enterprises of the people's republic of China, the expense of business hospitality expense, which occurs in the enterprises and is related to production and operation activities, is deducted according to 60% of the occurrence amount, but the maximum expense does not exceed 5 per mill of the income of sales (business) in the current year.
Tax treatment rule establishment process:
1. calculating 60% of occurrence amount by X60%;
30 ten thousand yuan x 60% = 18 ten thousand yuan;
2. the limit deducted before the income tax of the enterprise: y is 5%;
3000 ten thousand yuan x 5 mill = 15 ten thousand yuan;
3. business tariff payouts deductable before the business income tax: 15 ten thousand yuan;
4. the tax rate is adjusted and increased when the annual income tax is cleared: 15 ten thousand yuan.
In the rule establishment, in the bill identification such as business and hospitality fee, when the tax system stipulates the amount, the whole billing process does not add data in the corresponding subjects, and more bills are subjected to other compliance processing, but in the process, operators can not know tax rule stipulations and financial rules, and the whole process is completed by background processing rules and scene training.
In order to cooperate with the implementation of the method of the invention, based on the same inventive concept, as shown in fig. 2, the invention also provides an artificial intelligent accounting system, which comprises a financial tax intelligent cloud computing center and a financial accounting all-in-one machine which are communicated with each other;
the financial tax intelligent cloud computing center comprises a financial tax intelligent analysis memory and an intelligent service encryption channel which is communicated with the financial tax intelligent analysis memory and the financial accounting integrated machine;
the financial accounting all-in-one, including voucher scanning identification part, verification encryption part, fault response part, intelligent algorithm analysis processor, account memory, financial tax operation analysis processor, print and bind part and wireless communication circuit, voucher scanning identification part connects verification encryption part, verification encryption part connects fault response module and intelligent algorithm analysis processor respectively, intelligent algorithm analysis processor still is connected to wireless communication circuit and account memory, account memory connects respectively and prints and binds part and financial tax operation analysis processor, financial tax operation analysis processor connects wireless communication circuit, wireless communication circuit connects intelligent service encryption channel and customer end respectively.
The document scanning and identifying part comprises a document table, an optical imaging part, a photoelectric conversion part, a mechanical transmission part and an identifying part, wherein the optical imaging part, the photoelectric conversion part, the mechanical transmission part and the identifying part are arranged below the document table, and the optical imaging part, the photoelectric conversion part and the identifying part are electrically connected in sequence.
The verification encryption component is a decoder, and the encryption device is an encoder.
The fault response component includes a speaker and a display.
The intelligent algorithm analysis processor and the financial operation analysis processor adopt STM microprocessors.
The printing and binding component comprises a printing component and a binding component; the printing component comprises a paper feeding groove, a selenium drum, a toner box connected with the selenium drum, a control component, a paper conveying component and a paper discharging groove, wherein the paper feeding groove, the selenium drum and the paper discharging groove are communicated through the paper conveying component; the binding component comprises a finishing groove, a cutting assembly, a milling cutter assembly and a binding conveying assembly, wherein the binding conveying assembly is communicated with the finishing groove, the cutting assembly and the milling cutter assembly, and the paper outlet groove is communicated with the finishing groove.
The wireless communication circuit adopts a 3G/4G communication circuit or a WIFI communication circuit.
As an optimization scheme of the above embodiment, as shown in fig. 3, the financial tax intelligent analysis library includes a financial tax rule, a natural semantic recognition module and a financial tax algorithm library, where the financial tax rule and the natural semantic recognition module are respectively connected to the financial tax algorithm library, and the financial tax algorithm library is connected to an intelligent service encryption channel.
As an optimization scheme of the above embodiment, the client includes an external PC or a mobile terminal.
The foregoing has shown and described the basic principles and main features of the present invention and the advantages of the present invention. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, and that the above embodiments and descriptions are merely illustrative of the principles of the present invention, and various changes and modifications may be made without departing from the spirit and scope of the invention, which is defined in the appended claims. The scope of the invention is defined by the appended claims and equivalents thereof.
Claims (9)
1. An artificial intelligent accounting method is characterized in that a financial tax algorithm library is established and intelligent accounting is carried out on credentials through the financial tax algorithm library;
the establishing step of the financial tax algorithm library comprises the following steps:
s101, establishing financial rules through statistical analysis by utilizing collected financial big data;
s102, combining the financial rules with a natural semantic recognition technology, and training through multidimensional scenes to form a financial algorithm library;
the intelligent accounting method comprises the following steps:
s201, scanning the certificate and identifying the certificate information to obtain the certificate data;
s202, verifying the credential data, if the credential data passes the verification, performing the next step, and if the credential data does not pass the verification, performing fault alarm;
s203, combining the credential data with the basic data in the financial algorithm library so as to carry out intelligent analysis on the credential data;
s204, accounting and storing the financial data after intelligent analysis;
s205, looping steps S201-S204 to check out;
s206, after the account is checked out, performing financial operation analysis and printing bookbinding on the data stored in the account;
s207, wirelessly transmitting the result of financial analysis to the client;
the intelligent analysis specific method in step S203 includes the steps of:
s2031, distinguishing the type and attribute of the credential data;
s2032, searching whether processing rules of the certificates exist in the financial algorithm library;
s2033, if no processing rule exists, carrying out rule construction on the credential data, and making a processing mode and writing the processing mode into a financial tax algorithm library; if the processing rule exists, the voucher data is used as financial data.
2. The method according to claim 1, wherein the financial data of the corresponding attribute is listed in step S204 to the corresponding subject of the financial account according to the financial specification.
3. An artificial intelligence accounting method according to claim 1 or 2, characterized in that said financial analysis is performed by invoking corresponding calculation rules on the data in the financial account in a financial algorithm library.
4. An artificial intelligence accounting method according to claim 3, wherein said financial operations analysis includes outputting a basic financial statement; outputting tax negative analysis report forms; and outputting financial statement analysis.
5. The method of claim 1, wherein the financial rules include tax handling rules, accounting rules, and financial application scenarios.
6. The method of claim 5, wherein the tax handling rules, accounting rules and tax application scenarios are established by statistical analysis of collected tax handling rules and experience.
7. An artificial intelligence accounting system is characterized by comprising a financial tax intelligent cloud computing center and a financial accounting integrated machine which are communicated with each other;
the financial tax intelligent cloud computing center comprises a financial tax intelligent analysis memory and an intelligent service encryption channel which is communicated with the financial tax intelligent analysis memory and the financial accounting integrated machine;
the financial accounting all-in-one, including voucher scanning identification part, verification encryption part, fault response part, intelligent algorithm analysis processor, account memory, financial tax operation analysis processor, print and bind part and wireless communication circuit, voucher scanning identification part connects verification encryption part, verification encryption part connects fault response module and intelligent algorithm analysis processor respectively, intelligent algorithm analysis processor still is connected to wireless communication circuit and account memory, account memory connects respectively and prints and binds part and financial tax operation analysis processor, financial tax operation analysis processor connects wireless communication circuit, wireless communication circuit connects intelligent service encryption channel and customer end respectively.
8. The artificial intelligence accounting system of claim 7, wherein said financial accounting intelligent analysis store comprises financial rules, natural semantics identification modules and a financial algorithm library, said financial rules, natural semantics identification modules being respectively connected to a financial algorithm library, said financial algorithm library being connected to an intelligent services encryption channel.
9. The artificial intelligence billing system of claim 7 wherein the client comprises an external PC or mobile terminal.
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