CN115311651B - Real estate certificate data acquisition and arrangement method - Google Patents
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Abstract
The invention discloses a real estate certificate data acquisition and arrangement method, which comprises the following steps: importing real estate financial detail data which is real estate enterprise detail account data or order time account data; acquiring an real estate certificate accessory to be cleared; and uploading accessory pictures related to the certificates in batches; identifying a real estate cost voucher picture in the accessory picture; identifying invoice heads of the real estate cost voucher pictures; extracting text information of invoice head-up; identifying the certificate type of the real estate cost certificate picture; the credential types include: value-added tax, business tax and bank receipt; calling a corresponding picture identification template according to the certificate type of the real-time production cost certificate picture, completing field matching, and generating detail data of the certificate; and reclassifying the detail data of the certificates to realize the collection and arrangement of the real estate certificate data to be cleared. The method can effectively improve the collection efficiency of the real estate tax data and can quickly sort the collected certificate data.
Description
Technical Field
The invention relates to the technical field of real estate certificate acquisition, in particular to a real estate certificate data acquisition and arrangement method.
Background
In recent years, the real estate industry has a tendency of rapid development with unique characteristics, and becomes an important source for promoting the development of national economy and the increase of tax income. However, as the real estate market is actively exacerbated, financial risks and foam economy in the real estate industry are created, which also presents challenges for real estate clearing work.
In the existing real estate clearing process, a great part of data acquisition work is manually processed, and the application of an information technology taking an electronic computer as a main body in clearing work does not exist, and the automation of data processing is not realized yet. In the existing real estate clearing work, the original Excel is adopted for manually analyzing and comparing; or an informatization system is adopted, but all the acquired related information is required to be manually input, or is arranged in Excel according to a determined mode for introduction, and accessories are required to be uploaded one by one, so that the data acquisition efficiency is low, the data and the information are arranged for a long time, and errors are easy to occur; the corresponding picture attachments need to be uploaded one by one, and the information of the original certificates needs to be independently input. In the traditional collection process, no corresponding association is established for the accounts, contracts and original certificates of enterprises, and the subsequent analysis needs to undergo a complex operation process.
Therefore, how to increase the collection efficiency of the tax data of the real estate and to quickly sort the voucher data in the existing tax clearing process of the real estate becomes a problem to be solved by those skilled in the art.
Disclosure of Invention
In view of the above problems, the present invention provides a method for collecting and sorting real estate voucher data, which at least solves some of the above technical problems, and the method can effectively improve the collection efficiency of real estate tax-related data, and quickly sort the collected voucher data.
The embodiment of the invention provides a method for collecting and arranging real estate certificate data, which comprises the following steps:
importing real estate financial detail data; the detail data is real estate enterprise detail account data or order time account data; acquiring an real estate certificate accessory to be cleared; and batch uploading accessory pictures related to the real estate certificate accessory; identifying a real estate cost voucher picture in the accessory picture;
identifying invoice heads of the real estate cost voucher pictures; extracting text information of the invoice head;
identifying the certificate type of the real estate cost certificate picture; the credential types include: value-added tax, business tax and bank receipt;
calling a corresponding picture identification template according to the certificate type of the real-time production cost certificate picture to complete field matching and generate detail data of the certificate;
and reclassifying the detail data of the certificate to realize the collection and arrangement of the real estate certificate data to be cleared.
Further, the acquiring the real estate credential accessory to be cleared includes:
importing an real estate certificate accessory to be cleared; the accessory comprises: certificate material and contract information;
and establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder.
Further, the acquiring the real estate credential accessory to be cleared includes:
the real estate certificate accessories to be cleared are imported in batches through concurrent uploading;
compressing and packaging the accessories to generate a compressed package;
slicing the compressed packet according to a preset size.
Further, the importing the real estate certificate accessory to be cleared further comprises:
and recording the attachments failed to upload, and uploading again.
Further, establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder, wherein the method comprises the following steps:
establishing an associated folder corresponding to each import attachment;
the local product cost certificate pictures contained in the certificate materials and the contract information are arranged in the associated folder;
and importing a preset standard template, selecting the associated folders to upload accessories in batches, and naming the associated folders uniformly according to detail information.
Further, establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and naming the associated folder uniformly, and further comprising:
and automatically completing the relation storage of the detail information and the accessories according to the unified naming of the associated folder in the uploading process.
Further, reclassifying the detail data of the credential, including:
establishing a project size class cost related feature library;
extracting abstract and subject name feature points of the detailed data of the voucher, and reclassifying the detailed data of the voucher according to classification of the project size class cost related feature library.
The technical scheme provided by the embodiment of the invention has the beneficial effects that at least:
the embodiment of the invention provides a real estate certificate data acquisition and arrangement method, which comprises the following steps: importing real estate financial detail data; the detail data is real estate enterprise detail account data or order time account data; acquiring an real estate certificate accessory to be cleared; and batch uploading accessory pictures related to real estate certificate accessories; identifying a real estate cost voucher picture in the accessory picture; identifying invoice heads of the real estate cost voucher pictures; extracting text information of invoice head-up; identifying the certificate type of the real estate cost certificate picture; the credential types include: value-added tax, business tax and bank receipt; calling a corresponding picture identification template according to the certificate type of the real-time production cost certificate picture, completing field matching, and generating detail data of the generated certificate; and reclassifying the detail data of the generated certificates to realize the collection and arrangement of the real estate certificate data to be cleared. The method can effectively improve the collection efficiency of the real estate tax data and can quickly sort the collected certificate data.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
FIG. 1 is a block diagram of a high-precision aviation simulation lung simulation inhalation provided by an embodiment of the invention;
FIG. 2 is a flow chart for batch uploading of contract certificates provided by an embodiment of the invention;
FIG. 3 is a diagram of original document collection according to an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
An embodiment of the present invention provides a method for collecting and sorting real estate certificate data, which is shown in fig. 1, and includes:
importing real estate financial detail data; the detail data is real estate enterprise detail account data or order time account data; acquiring an real estate certificate accessory to be cleared; and batch uploading accessory pictures related to real estate certificate accessories; identifying a real estate cost voucher picture in the accessory picture;
identifying invoice heads of the real estate cost voucher pictures; extracting text information of invoice head-up;
identifying the certificate type of the real estate cost certificate picture; the credential types include: value-added tax, business tax and bank receipt;
calling a corresponding picture identification template according to the certificate type of the real-time production cost certificate picture, completing field matching, and generating detail data of the certificate;
and reclassifying the detail data of the generated certificates to realize the collection and arrangement of the real estate certificate data to be cleared.
The real estate voucher data acquisition and arrangement method provided by the embodiment can effectively improve the acquisition efficiency of real estate tax-related data and can be used for rapidly arranging the acquired voucher data.
The method is specifically described in detail below:
first, the enterprise prepares corresponding real estate tax clearance data, including project certificate data, contract information, cost statement, contract, original certificate, etc., and photographs and retains the relevant data. And (3) deriving a cost statement or a time-ordered statement from the financial software, finishing automatic arrangement of data in the software, automatically identifying information in the picture accessory in the uploading process of the accessory, and automatically reading the data to finish the improvement and arrangement of information of the credential data.
The original voucher data is uploaded through a computer or the mobile phone code scanning uploading is provided through the accessory uploading, the automatic splitting of the voucher is completed, the initial review of project data is completed in the data arrangement process, and the adjustment amount and the adjustment reason are filled. Uploading accessories, newly creating relevant detail data according to the number of the accessories, performing OCR text recognition, and identifying relevant information (invoice head-up text information) such as invoices and the like, including development time, invoice numbers, invoice codes, amounts and the like, wherein data acquisition personnel can perform relevant initial examination in the process of arrangement, and timely fill in adjustment amounts and adjustment reasons for occurrence of doubts.
Importing an real estate voucher attachment to be cleared, comprising: the real estate certificate accessories to be cleared are imported in batches through concurrent uploading; compressing and packaging the accessories to generate a compressed package; slicing the compressed packet according to a preset size. The method specifically comprises the following steps:
referring to fig. 2, the collection of documents such as certificates and contracts is performed, aiming at the problems of large quantity of accessories, time and labor waste in repeated operation, batch uploading is provided, the accessories are compressed and packed into an rar format through a program aiming at the problems of network bandwidth, then the compressed packets of the rar are sliced according to a certain size, a plurality of threads are opened, and the files are uploaded concurrently. And the file which fails to be uploaded due to the network is recorded in the uploading process, so that the file can be uploaded again, and the uploading efficiency and the accuracy of the accessory are greatly improved.
The cost statement collection provides an automatic arrangement function, semantic analysis is carried out by the system according to the abstract of the imported certificate and the subject name (subject name is a user-defined account-entering subject borrower derived by financial software), a project size cost-related feature library is established according to the auditing experience of related personnel, the reclassification of the cost is automatically completed according to the classification of the feature library by analyzing the contents of the subject name and the abstract, and the information of a collection unit is maintained in batches.
Referring to fig. 3, the original document is uploaded through a computer or the mobile phone scan code is uploaded through the accessory uploading, the original document picture in the accessory document is automatically identified through the OCR, the document is automatically split through the number of the original document, the information on the original document is automatically acquired, and the checking of the checking relation is performed through the original document code, the original document number, the collection unit, the tax calculating method, the tax rate, the price tax summation and the tax. And in the process of storage, the original credential picture accessory is automatically uploaded to complete the association of the credential information and the original credential information by automatic splitting. The time for uploading and inputting the original credential accessory information is reduced. And in the process of checking the paper certificate and the system data preliminarily, the association of the contract in the system is completed. Thus, the accounting stream, the contract stream and the original voucher stream of the enterprise are associated, and subsequent analysis and comparison are convenient.
Second, acquiring a real estate credential attachment to be cleared, comprising: importing an real estate certificate accessory to be cleared; the accessory comprises: certificate material and contract information; and establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder. The method specifically comprises the following steps:
establishing an associated folder, uploading an real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder, wherein the method comprises the following steps of: establishing an associated folder corresponding to each import attachment; the certificate information and the real estate cost certificate pictures contained in the contract information are arranged in an associated folder; and importing a preset standard template, selecting the associated folders to upload the attachments in batches, and naming the associated folders uniformly according to the detail information. And automatically completing the relation storage of the detail information and the attachment according to the unified naming of the associated folder in the uploading process. And starting to collect, and leading certificate data and contract information. And (3) arranging the data into a preset standard template, and uniformly naming the associated folders uniquely. And establishing an associated folder to sort the corresponding shot picture data of the contract and the certificate into the folder corresponding to each piece of information. And importing templates, then selecting the associated folders, and uploading the attachments in batches. And automatically completing the relation storage of the detail information and the accessories according to the name of the associated folder of the detail information in the uploading process.
Finally, after uploading relevant accessories such as invoice, payment and the like, performing OCR character recognition of the picture, firstly performing general character recognition, automatically recognizing why the accessory is a value-added tax, business tax or bank receipt according to the invoice head-up, and calling different picture recognition templates. Matching is automatically carried out on relevant fields in the system, and clients check the identification data to perfect corresponding data.
Reclassifying the imported credential data, including: establishing a project size class cost related feature library; extracting abstract and subject name feature points of the imported credential data, and reclassifying the imported credential data according to classification of the project size class cost related feature library. The method specifically comprises the following steps:
and automatically reclassifying the imported certificates, classifying the imported data according to the subjects and abstracts of the borrowers, and automatically completing cost classification of development cost according to the requirements of tax laws by the characteristic points in the imported data. And the accounting stream, the contract stream and the original voucher stream of the enterprise are associated through the arrangement, so that the subsequent analysis and comparison are convenient. The system collects financial data of enterprises, establishes a corresponding relation between the software and fields of a standard template in the software, and imports the data.
Collecting the cost statement, importing the cost statement derived from the financial software, establishing a corresponding relation between the software and fields of a standard template in the software, and importing data. And the automatic reclassification function built in the software is used for completing the reclassification of the size class of the cost detail. After the automatic adjustment is finished, the acquisition personnel can manually adjust according to actual conditions. The corresponding payee name is then maintained. The original voucher information is improved by automatically splitting the voucher through OCR (optical character recognition) and automatically uploading the original voucher information in the original voucher information.
The real estate voucher data acquisition and arrangement method provided by the embodiment is based on the development cost statement or sequence time statement derived by financial software and the image accessory data such as photographed invoices, contracts and the like, and is rapidly imported into a system through a data acquisition interface provided by the software, and the data are automatically arranged, so that the data such as related contracts, original vouchers and the like are associated. The method can effectively solve the problems of long time consumption, repeated operation of uploading the accessory, easy error, difficult verification and difficult modification of manual input when the data of the real estate tax-related clearing auxiliary system is input, and improves the efficiency of uploading the accessory. The method has the advantages that the data acquisition and the information arrangement of the real estate tax clearing data are more efficient, so that the problems of long time consumption, repeated operation of accessory uploading, easy error, difficult verification and difficult modification of the real estate tax clearing data are solved.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (1)
1. A method for collecting and sorting real estate certificate data, comprising:
importing real estate financial detail data; the detail data is real estate enterprise detail account data or order time account data; acquiring an real estate certificate accessory to be cleared; and batch uploading accessory pictures related to the real estate certificate accessory; identifying a real estate cost voucher picture in the accessory picture;
identifying invoice heads of the real estate cost voucher pictures; extracting text information of the invoice head;
identifying the certificate type of the real estate cost certificate picture; the credential types include: value-added tax, business tax and bank receipt;
calling a corresponding picture identification template according to the certificate type of the real-time production cost certificate picture to complete field matching and generate detail data of the certificate;
reclassifying the detail data of the certificates to realize the collection and arrangement of real estate certificate data to be cleared;
the acquiring real estate credential accessories to be cleared includes:
importing an real estate certificate accessory to be cleared; the accessory comprises: certificate material and contract information;
establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder;
the acquiring real estate credential accessories to be cleared includes:
the real estate certificate accessories to be cleared are imported in batches through concurrent uploading;
compressing and packaging the accessories to generate a compressed package;
slicing the compressed packet according to a preset size;
recording attachments failed to upload, and uploading again;
the importing an real estate certificate accessory to be cleared further comprises:
recording attachments failed to upload, and uploading again;
establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and uniformly naming the associated folder, wherein the method comprises the following steps:
establishing an associated folder corresponding to each import attachment;
the local product cost certificate pictures contained in the certificate materials and the contract information are arranged in the associated folder;
importing a preset standard template, selecting the associated folders to upload accessories in batches, and naming the associated folders uniformly according to detail information;
establishing an associated folder, uploading the real estate certificate accessory to be cleared to a preset standard template, and naming the associated folder uniformly, wherein the method further comprises the following steps:
automatically completing the relation storage of the detail information and the accessories according to the unified naming of the associated folder in the uploading process;
reclassifying the detail data of the credential, including:
establishing a project size class cost related feature library;
extracting abstract and subject name feature points of the detailed data of the voucher, and reclassifying the detailed data of the voucher according to classification of the project size class cost related feature library.
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