CN117807291A - Intelligent identification interaction processing method and platform for business materials - Google Patents

Intelligent identification interaction processing method and platform for business materials Download PDF

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Publication number
CN117807291A
CN117807291A CN202410226022.3A CN202410226022A CN117807291A CN 117807291 A CN117807291 A CN 117807291A CN 202410226022 A CN202410226022 A CN 202410226022A CN 117807291 A CN117807291 A CN 117807291A
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user terminal
server
storage path
identification code
service material
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CN117807291B (en
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叶丹青
杨威
章水鑫
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Nanjing Sanbaiyun Information Technology Co ltd
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Nanjing Sanbaiyun Information Technology Co ltd
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

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Abstract

The application provides an intelligent identification interaction processing method and platform for business materials. The method comprises the steps of sending first business material text data to a server through a first user terminal, creating a first storage path in a business material text database according to a first identification code field in the first storage path, sending first business material image data to the server through a first scanning terminal to identify the first business material image data so as to generate first business material identification data, extracting a second identification code field from the first business material identification data, storing the first business material image data to a second storage path in the business material image database when the second identification code field is consistent with a verification result of the first identification code field, and establishing a link relation between the first storage path and the second storage path, so that automatic archiving of the first business material text data and the first business material image data is realized.

Description

Intelligent identification interaction processing method and platform for business materials
Technical Field
The present disclosure relates to data processing technologies, and in particular, to an intelligent recognition interaction processing method and platform for service materials.
Background
Business material identification techniques refer to techniques that automatically extract and identify information in various types of business-related documents (e.g., invoices, contracts, reports, etc.). With the continuous development of artificial intelligence and machine learning, business material identification technology is commonly applied to various industries.
In the existing management of service materials, folders are usually created in a database by people, and then corresponding related service materials are put in, so that the archiving of the service materials is realized, the processing effect is low, and the service materials are easy to fail to be effectively stored in a structured manner due to the non-standardization and non-unification of the standards of the manual operation.
Disclosure of Invention
The application provides a technical problem that the management of service materials depends on manual operation and therefore the specification efficiency is low in the prior art.
In a first aspect, the present application provides an intelligent identification interaction processing method for a service material, which is applied to a service material interaction processing platform, where the service material interaction processing platform includes: the system comprises a service material text database, a service material image database, a scanning terminal cluster, a user terminal cluster and a server; wherein each scanning terminal in the scanning terminal cluster and each user terminal in the user terminal cluster are respectively in communication connection with the server; the server is respectively connected with the service material text database and the service material image database; the method comprises the following steps:
Transmitting first service material text data to the server through a first user terminal in the user terminal cluster, so that the server creates a first storage path in the service material text database according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relation between the first identification code field and the first storage path in a preset list;
transmitting first service material image data to the server through a first scanning terminal in the scanning terminal cluster, so that the server identifies the first service material image data according to a preset information identification model to generate first service material identification data;
the server extracts a second identification code field from the first service material identification data by using a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in the preset list;
if the first identification code field in the preset list is consistent with the second identification code field verification result, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
Optionally, if the verification results of the second identifier field and all identifier fields in the preset list are inconsistent, the server stores the first service material image data to a third storage path in the service material image database;
the server sends an instruction to be created to a management user terminal in the user terminal cluster, wherein the instruction to be created comprises the second identification code field;
the management user terminal screens a user terminal cluster to be allocated according to the identification code in the second identification code field, the user terminal cluster to be allocated belongs to the user terminal cluster, the level authority of each user terminal to be allocated in the user terminal cluster to be allocated is lower than that of the management user terminal, the identification code is used for identifying a target service material type corresponding to the second identification code field, a service material type set corresponding to each user terminal to be allocated in the user terminal cluster to be allocated comprises the target service material type, and the service material type set is used for representing the service processing capacity of the corresponding user terminal to be allocated;
Transmitting the second identification code word segment to a target user terminal in response to a target user terminal selection instruction acquired from the management user terminal, wherein the target user terminal selection instruction is used for determining the target user terminal from the user terminal cluster to be allocated;
sending second service material text data to the server through the target user terminal, so that the server creates a fourth storage path in the service material text database according to the second identification code field in the second service material text data, stores the second service material text in the fourth storage path, and writes the mapping relation between the second identification code field and the fourth storage path in the preset list;
the server establishes a link relationship between the third storage path and the fourth storage path.
Optionally, after the server stores the first service material image data to the second storage path in the service material image database, the method further includes:
the server identifies text information in the first business material image data to form business material text data to be checked;
The server performs text comparison on the text data of the business material to be checked and the text data of the first business material according to a preset text comparison tool so as to determine a first text similarity;
if the first text similarity is lower than a first preset text similarity threshold, the server sends a scanning update instruction to a management scanning terminal in the scanning terminal cluster, wherein the scanning update instruction comprises the second identification code field;
the management scanning terminal screens a scanning terminal cluster to be allocated according to the position information corresponding to the first scanning terminal, the scanning terminal cluster to be allocated belongs to the scanning terminal cluster, and the grade authority of each scanning terminal to be allocated in the scanning terminal cluster to be allocated is lower than the grade authority of the management scanning terminal;
transmitting the second identification code field to a target scanning terminal in response to a target scanning terminal selection instruction acquired from the management scanning terminal, wherein the target scanning terminal selection instruction is used for determining the target scanning terminal from the scanning terminal cluster to be allocated;
displaying the generated second service material image data in the target scanning terminal, and transmitting the second service material image data and the second identification code field to the server in response to an image data confirmation instruction acquired in the target scanning terminal;
And the server updates the first business material image data under the second storage path of the business material image database into the second business material image data according to the second identification code field.
Optionally, the server identifies text information in the first service material image data to form to-be-calibrated service material text data, including:
the server divides the first business material image data into a business material image module set according to a preset business material image division modelThe preset business material image segmentation model is established based on a position segmentation line set in a preset image template, wherein the position segmentation line is used for dividing the preset image template into preset +.>A template block;
the server collecting the service material image module setExtracting image module set to be identified>Wherein->And, the business material image module set +.>Is combined with the image module set to be identified>Difference set between->The block type of the template block corresponding to the element in the block is a preset block type;
the server utilizes a preset optical character recognition algorithm to recognize the image module set to be recognized The text information in each image module to be identified is used for forming the text data of the business material to be checked.
Optionally, the service material image module set is selected from the service material image module set at the serverExtracting image module set to be identified>Thereafter, the method further comprises:
the server uses the preset optical character recognition algorithm to perform the difference setThe text information in each image module to be identified in the database is used for forming signature identification text data;
the server acquires the first identification code field in the first business material text data according to the link relation between the first storage path and the second storage path, and determines business main body text data according to the first identification code field, wherein the business main body text data is sent to the server for the first user terminal;
the server performs text comparison on the signature identification text data and the business main body text data according to the preset text comparison tool so as to determine a second text similarity;
if the second text similarity is lower than a second preset text similarity threshold, the server sends a signature information checking instruction to a management user terminal in the user terminal cluster, wherein the signature information checking instruction comprises the difference set Each image module to be identified and the business main text data;
responding to the signature information confirmation instruction acquired in the management user terminal, and then the management user terminal sends signature information confirmation information to the server so as to write the signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list; or, in response to the obtained signature information rejection instruction in the management user terminal, the management user terminal sends signature information rejection information to the server, so that the server sends the signature information rejection information, the first service material text data and the first service material image data to the first user terminal and/or the first scanning user terminal.
Optionally, the service material interaction processing platform further includes: a business material backup database; correspondingly, after writing signature information confirmation information in the confirmation identification area corresponding to the first identification code field in the preset list, the method further comprises:
the server creates a fifth storage path in the service material backup database according to the first identification code field, stores first service material backup data in the fifth storage path, and establishes a unidirectional link relation between the fifth storage path and the first storage path and a unidirectional link relation between the fifth storage path and the second storage path, wherein the unidirectional link relation is a link relation which only allows access to the first storage path or the second storage path from the fifth storage path, and the first service material backup data comprises the first service material text data and the first service material image data.
Optionally, after the establishing the link relationship between the first storage path and the second storage path, the method further includes:
sending a service material access request to the server through a second user terminal in the user terminal cluster, wherein the service material access request is used for requesting to access the first storage path, and the service material access request comprises user terminal access authority of the second user terminal;
if the access authority of the user terminal is lower than the preset first access authority, the server sends access refusing information to the second user terminal;
if the access right of the user terminal is higher than a preset first access right and lower than a preset second access right, the server allows the second user terminal to access the first storage path and refuses the second user terminal to access the second storage path through a link relation between the first storage path and the second storage path;
and if the access right of the user terminal is higher than the second access right, allowing the second user terminal to access the first storage path by the server, and allowing the second user terminal to access the second storage path through the link relation between the first storage path and the second storage path.
In a second aspect, the present application provides an interactive processing platform for business materials, including: the system comprises a service material text database, a service material image database, a scanning terminal cluster, a user terminal cluster and a server; wherein each scanning terminal in the scanning terminal cluster and each user terminal in the user terminal cluster are respectively in communication connection with the server; the server is respectively connected with the service material text database and the service material image database;
transmitting first service material text data to the server through a first user terminal in the user terminal cluster, so that the server creates a first storage path in the service material text database according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relation between the first identification code field and the first storage path in a preset list;
transmitting first service material image data to the server through a first scanning terminal in the scanning terminal cluster, so that the server identifies the first service material image data according to a preset information identification model to generate first service material identification data;
The server extracts a second identification code field from the first service material identification data by using a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in the preset list;
if the first identification code field in the preset list is consistent with the second identification code field verification result, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
Optionally, if the verification results of the second identifier field and all identifier fields in the preset list are inconsistent, the server stores the first service material image data to a third storage path in the service material image database;
the server sends an instruction to be created to a management user terminal in the user terminal cluster, wherein the instruction to be created comprises the second identification code field;
the management user terminal screens a user terminal cluster to be allocated according to the identification code in the second identification code field, the user terminal cluster to be allocated belongs to the user terminal cluster, the level authority of each user terminal to be allocated in the user terminal cluster to be allocated is lower than that of the management user terminal, the identification code is used for identifying a target service material type corresponding to the second identification code field, a service material type set corresponding to each user terminal to be allocated in the user terminal cluster to be allocated comprises the target service material type, and the service material type set is used for representing the service processing capacity of the corresponding user terminal to be allocated;
Transmitting the second identification code word segment to a target user terminal in response to a target user terminal selection instruction acquired from the management user terminal, wherein the target user terminal selection instruction is used for determining the target user terminal from the user terminal cluster to be allocated;
sending second service material text data to the server through the target user terminal, so that the server creates a fourth storage path in the service material text database according to the second identification code field in the second service material text data, stores the second service material text in the fourth storage path, and writes the mapping relation between the second identification code field and the fourth storage path in the preset list;
the server establishes a link relationship between the third storage path and the fourth storage path.
Optionally, the server identifies text information in the first service material image data to form to-be-checked service material text data;
the server performs text comparison on the text data of the business material to be checked and the text data of the first business material according to a preset text comparison tool so as to determine a first text similarity;
If the first text similarity is lower than a first preset text similarity threshold, the server sends a scanning update instruction to a management scanning terminal in the scanning terminal cluster, wherein the scanning update instruction comprises the second identification code field;
the management scanning terminal screens a scanning terminal cluster to be allocated according to the position information corresponding to the first scanning terminal, the scanning terminal cluster to be allocated belongs to the scanning terminal cluster, and the grade authority of each scanning terminal to be allocated in the scanning terminal cluster to be allocated is lower than the grade authority of the management scanning terminal;
transmitting the second identification code field to a target scanning terminal in response to a target scanning terminal selection instruction acquired from the management scanning terminal, wherein the target scanning terminal selection instruction is used for determining the target scanning terminal from the scanning terminal cluster to be allocated;
displaying the generated second service material image data in the target scanning terminal, and transmitting the second service material image data and the second identification code field to the server in response to an image data confirmation instruction acquired in the target scanning terminal;
And the server updates the first business material image data under the second storage path of the business material image database into the second business material image data according to the second identification code field.
Optionally, the server segments the first service material image data into a service material image module set according to a preset service material image segmentation modelThe preset business material image segmentation model is established based on a position segmentation line set in a preset image template, wherein the position segmentation line is used for dividing the preset image template into preset +.>A template block;
the server collecting the service material image module setExtracting image module set to be identified>Wherein->And, the business material image module set +.>Is combined with the image module set to be identified>Difference set between->The block type of the template block corresponding to the element in the block is a preset block type;
the server utilizes a preset optical character recognition algorithm to recognize the image module set to be recognizedThe text information in each image module to be identified is used for forming the text data of the business material to be checked.
Optionally, the server uses the preset optical character recognition algorithm to identify the difference setThe text information in each image module to be identified in the database is used for forming signature identification text data;
the server acquires the first identification code field in the first business material text data according to the link relation between the first storage path and the second storage path, and determines business main body text data according to the first identification code field, wherein the business main body text data is sent to the server for the first user terminal;
the server performs text comparison on the signature identification text data and the business main body text data according to the preset text comparison tool so as to determine a second text similarity;
if the second text similarity is lower thanA second preset text similarity threshold value, the server sends a signature information checking instruction to the management user terminal in the user terminal cluster, wherein the signature information checking instruction comprises the difference setEach image module to be identified and the business main text data;
responding to the signature information confirmation instruction acquired in the management user terminal, and then the management user terminal sends signature information confirmation information to the server so as to write the signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list; or, in response to the obtained signature information rejection instruction in the management user terminal, the management user terminal sends signature information rejection information to the server, so that the server sends the signature information rejection information, the first service material text data and the first service material image data to the first user terminal and/or the first scanning user terminal.
Optionally, the server creates a fifth storage path in the service material backup database according to the first identification code field, stores first service material backup data in the fifth storage path, and establishes a unidirectional link relationship between the fifth storage path and the first storage path and a unidirectional link relationship between the fifth storage path and the second storage path, wherein the unidirectional link relationship is a link relationship allowing access to only the first storage path or the second storage path from the fifth storage path, and the first service material backup data includes the first service material text data and the first service material image data.
Optionally, sending, by a second user terminal in the user terminal cluster, a service material access request to the server, where the service material access request is used to request access to the first storage path, and the service material access request includes a user terminal access permission of the second user terminal;
if the access authority of the user terminal is lower than the preset first access authority, the server sends access refusing information to the second user terminal;
If the access right of the user terminal is higher than a preset first access right and lower than a preset second access right, the server allows the second user terminal to access the first storage path and refuses the second user terminal to access the second storage path through a link relation between the first storage path and the second storage path;
and if the access right of the user terminal is higher than the second access right, allowing the second user terminal to access the first storage path by the server, and allowing the second user terminal to access the second storage path through the link relation between the first storage path and the second storage path.
In a third aspect, the present application provides an electronic device, comprising:
a processor; the method comprises the steps of,
a memory for storing executable instructions of the processor;
wherein the processor is configured to perform any one of the possible methods described in the first aspect via execution of the executable instructions.
In a fourth aspect, the present application provides a computer-readable storage medium having stored therein computer-executable instructions which, when executed by a processor, are adapted to carry out any one of the possible methods described in the first aspect.
According to the intelligent identification interactive processing method and platform for the business materials, the first user terminal in the user terminal cluster is used for sending the first business material text data to the server, so that the server creates a first storage path in the business material text database according to the first identification code word in the first business material text data, the first business material text is stored in the first storage path, the first scanning terminal in the scanning terminal cluster is used for sending the first business material image data to the server, the server is used for identifying the first business material image data according to the preset information identification model, so that first business material identification data are generated, the second identification code field is extracted from the first business material identification data according to the preset identification code extraction model, and then the second identification code field is subjected to consistency check with each identification code field in the preset list, if the first identification code field in the preset list is consistent with the second identification code field check result, the first business material image data are stored in the second storage path in the business material image database, the first storage path is built, the first business material image data are automatically linked with the second storage path are built, and the business material image data are automatically linked with the text data are automatically linked according to the preset identification code extraction model, and the business material image data is automatically linked with the first business material image data is automatically linked and the business material image data is automatically linked with the text data is automatically linked. In addition, by storing the first business material text data in the business material text database and storing the first business material image data in the business material image database, the isolation storage of the business material text and the business material image is realized, the mutual backup of the two data can be realized, and the mutual isolation effect of the two data can be realized.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the application and together with the description, serve to explain the principles of the application.
FIG. 1 is a flow diagram of a smart identification interactive processing method for business materials according to an example embodiment of the present application;
FIG. 2 is a flow diagram of a smart identification interactive processing method for business materials according to another example embodiment of the present application;
FIG. 3 is a schematic structural diagram of a business material interaction processing platform according to an example embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device according to an example embodiment of the present application.
Specific embodiments thereof have been shown by way of example in the drawings and will herein be described in more detail. These drawings and the written description are not intended to limit the scope of the inventive concepts in any way, but to illustrate the concepts of the present application to those skilled in the art by reference to specific embodiments.
Detailed Description
Reference will now be made in detail to exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numbers in different drawings refer to the same or similar elements, unless otherwise indicated. The implementations described in the following exemplary examples are not representative of all implementations consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with some aspects of the present application as detailed in the accompanying claims.
Fig. 1 is a flow chart illustrating a smart identification interaction processing method for business materials according to an exemplary embodiment of the present application. As shown in fig. 1, the method provided in this embodiment includes:
s101, sending first service material text data to a server through a first user terminal in a user terminal cluster.
The method provided by the embodiment can be applied to a service material interaction processing platform, wherein the service material interaction processing platform comprises the following steps: the system comprises a service material text database, a service material image database, a scanning terminal cluster, a user terminal cluster and a server; wherein, each scanning terminal in the scanning terminal cluster and each user terminal in the user terminal cluster are respectively connected with the server in a communication way; the server is respectively connected with the service material text database and the service material image database. It should be noted that the scanning terminal cluster may be a device cluster formed by a scanner, and the user terminal cluster may be a device cluster formed by an office computer. The business material text database may be a text database for storing contract files, and the electronic parts stored in the text database may be contract files. The business material image database may be used for storing the contract document after signing and sealing, and the scanned document of the contract document after signing and sealing may be stored.
In this step, the first user terminal in the user terminal cluster may send the first service material text data to the server, so that the server creates a first storage path in the service material text database according to the first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relationship between the first identification code field and the first storage path in the preset list.
S102, sending first business material image data to a server through a first scanning terminal in a scanning terminal cluster.
In this step, the first scanning terminal in the scanning terminal cluster may send the first service material image data to the server, so that the server identifies the first service material image data according to the preset information identification model, so as to generate first service material identification data. The preset information identification model may be based on any one or more of the following modes:
model based on template matching: the model is to compare the image to be identified with the template of the appointed character, and find the most similar matching result.
Morphology-based model: the model binarizes the region to be identified, and character contours are extracted through morphological operations (such as expansion, corrosion and the like).
Model based on feature extraction: the model converts the region to be identified into feature vectors, and then uses a classifier to perform character identification.
Deep learning-based models: the model utilizes a deep neural network for image feature extraction and character recognition. The method has the advantages of no need of manual design characteristics, strong self-adaptive capacity and generalization capacity, and good robustness to changes of illumination, angles, scaling and the like.
In one possible implementation, the first service material image data may be further identified based on optical character recognition (Optical Character Recognition, OCR) to generate first service material identification data. The specific process can be as follows:
image preprocessing: the input image is preprocessed, including graying, binarization, denoising and other operations, so as to improve the accuracy of subsequent character recognition.
Character segmentation: the text regions in the image are segmented, separating each character or word. This step may be implemented using methods based on pixel analysis, connected component analysis, and the like.
Feature extraction: features are extracted for each character or word to obtain a unique representation thereof.
Character recognition: the extracted features are identified using a classifier or neural network model, which is mapped to corresponding characters or words. Common recognition algorithms include traditional template matching, feature-based classifiers, and deep learning-based models.
Post-treatment: and carrying out post-processing on the recognition result, including text correction, word correction, semantic analysis and the like, so as to improve recognition accuracy and semantic understanding capability.
S103, the server extracts a second identification code field from the first service material identification data according to a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in a preset list.
In this step, the server may extract the second identifier field from the first service material identification data according to the preset identifier extraction model, and perform consistency check on the second identifier field and each identifier field in the preset list.
The preset identification code extraction model may be a mode of identifying a preset start character and a preset end character in the first service material identification data, so as to extract the second identification code field. For example, when the first service material identification data includes a field of ABCD20231031HTPK, and the preset start character is CD and the preset end character is HT, the second identification code field may be extracted therefrom as CD20231031HT.
S104, if the verification result of the first identification code field and the second identification code field in the preset list is consistent, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
In this step, if the first identifier field in the preset list is consistent with the verification result of the second identifier field, the server stores the first service material image data into the second storage path in the service material image database, and establishes a link relationship between the first storage path and the second storage path.
In addition, if the verification results of the second identification code field and all the identification code fields in the preset list are inconsistent, the server stores the first business material image data to a third storage path in the business material image database. The server sends an instruction to be created to a management user terminal in the user terminal cluster, wherein the instruction to be created comprises a second identification code field. The management user terminal screens a user terminal cluster to be allocated according to the identification code in the second identification code field, the user terminal cluster to be allocated belongs to the user terminal cluster, the grade authority of each user terminal to be allocated in the user terminal cluster to be allocated is lower than that of the management user terminal, the identification code is used for identifying a target service material type corresponding to the second identification code field, a service material type set corresponding to each user terminal to be allocated in the user terminal cluster to be allocated comprises the target service material type, and the service material type set is used for representing the service processing capacity of the corresponding user terminal to be allocated. And transmitting a second identification code word segment to the target user terminal in response to a target user terminal selection instruction acquired from the management user terminal, wherein the target user terminal selection instruction is used for determining the target user terminal from the user terminal cluster to be allocated. And sending second service material text data to the server through the target user terminal so that the server creates a fourth storage path in the service material text database according to a second identification code field in the second service material text data, stores the second service material text in the fourth storage path, and writes the mapping relation between the second identification code field and the fourth storage path in a preset list. And, the server establishes a link relationship between the third storage path and the fourth storage path.
In this embodiment, first service material text data is sent to a server through a first user terminal in a user terminal cluster, so that the server creates a first storage path in a service material text database according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, then sends first service material image data to the server through a first scanning terminal in a scanning terminal cluster, so that the server identifies the first service material image data according to a preset information identification model to generate first service material identification data, extracts a second identification code field from the first service material identification data according to a preset identification code extraction model, performs consistency check on the second identification code field and each identification code field in a preset list, stores the first service material image data in a second storage path in the service material image database if the first identification code field in the preset list is consistent with a second identification code field check result, and establishes a link relation between the first storage path and the second storage path, so that the first service material image data and the second service material image data can be automatically linked with the text image data, and the subsequent service material image data can be conveniently and archived. In addition, by storing the first business material text data in the business material text database and storing the first business material image data in the business material image database, the isolation storage of the business material text and the business material image is realized, the mutual backup of the two data can be realized, and the mutual isolation effect of the two data can be realized.
Fig. 2 is a flow chart illustrating a smart identification interaction processing method for business materials according to another exemplary embodiment of the present application. As shown in fig. 2, the intelligent recognition interaction processing method for service materials provided in this embodiment includes:
s201, sending first service material text data to a server through a first user terminal in a user terminal cluster.
In this step, the first user terminal in the user terminal cluster may send the first service material text data to the server, so that the server creates a first storage path in the service material text database according to the first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relationship between the first identification code field and the first storage path in the preset list.
S202, sending first business material image data to a server through a first scanning terminal in a scanning terminal cluster.
In this step, the first scanning terminal in the scanning terminal cluster may send the first service material image data to the server, so that the server identifies the first service material image data according to the preset information identification model, so as to generate first service material identification data.
S203, the server extracts a second identification code field from the first service material identification data according to a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in a preset list.
In this step, the server may extract the second identifier field from the first service material identification data according to the preset identifier extraction model, and perform consistency check on the second identifier field and each identifier field in the preset list.
S204, if the first identification code field in the preset list is consistent with the verification result of the second identification code field, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
In this step, if the first identifier field in the preset list is consistent with the verification result of the second identifier field, the server stores the first service material image data into the second storage path in the service material image database, and establishes a link relationship between the first storage path and the second storage path.
Optionally, after the server stores the first service material image data in the second storage path in the service material image database, the server may further identify text information in the first service material image data to form the service material text data to be checked.
Specifically, the server may divide the first service material image data into a set of service material image modules according to a preset service material image division modelWherein the preset business material image segmentation model is established based on a position segmentation line set in the preset image template, and the position segmentation line is used for dividing the preset image template into preset +.>And the template blocks. The server uses the business material image module set +.>Extracting image module set to be identifiedWherein->And, business material image module set +.>To be identified image module set->Difference set between->The block type of the template block corresponding to the element in the file is a preset block type. The server uses a preset optical character recognition algorithm to recognize the image module set to be recognized +.>The text information in each image module to be identified in the database is used for forming text data of the business material to be checked. Alternatively, the business material may be a format contract file, where the format and content of each part of the contract are identical, and the difference is only that the signed subject is different. Specifically, the service material can be a training contract for training a coaching shift or a three-party contract for employment at a university. The above-mentioned preset image template may be generated by setting dividing lines in each part of the format contract fixing template, and in addition, before the first service material image data is divided by using the preset service material image division model, the image size of the first service material image data may be set to be the same as the preset image template size.
And then, the server performs text comparison on the text data of the business material to be checked and the text data of the first business material according to a preset text comparison tool so as to determine the first text similarity. The preset text comparison tool may be an existing tool based on WinMerge, beyond computer, or the like, or may be a string processing library provided by a programming language to implement a text comparison function, for example, in Python, a sequence match class in a difflib module is used to calculate the similarity between two texts, and find out the difference.
If the first text similarity is lower than a first preset text similarity threshold, the server sends a scanning update instruction to a management scanning terminal in the scanning terminal cluster, wherein the scanning update instruction comprises a second identification code field. And the management scanning terminal screens a scanning terminal cluster to be allocated according to the position information corresponding to the first scanning terminal, the scanning terminal cluster to be allocated belongs to the scanning terminal cluster, and the grade authority of each scanning terminal to be allocated in the scanning terminal cluster to be allocated is lower than the grade authority of the management scanning terminal. And responding to a target scanning terminal selection instruction acquired from the management scanning terminal, and transmitting a second identification code word segment to the target scanning terminal, wherein the target scanning terminal selection instruction is used for determining the target scanning terminal from the scanning terminal cluster to be allocated. The generated second service material image data is displayed in the target scan terminal, and the second service material image data and the second identification code field are transmitted to the server in response to the image data confirmation instruction acquired in the target scan terminal. And the server updates the first business material image data under the second storage path of the business material image database into second business material image data according to the second identification code field.
In addition, a set of business material image modules is used at the serverExtracting image module set to be identified>The server may then also use a preset optical character recognition algorithm to apply the difference set +.>The text information in each image module to be identified in the database is used for forming signature identification text data. The server obtains a first identification code field in the text data of the first service material according to the link relation between the first storage path and the second storage path, and determines text data of the service main body according to the first identification code field, wherein the text data of the service main body is sent to the server for the first user terminal. And the server performs text comparison on the signature recognition text data and the business body text data according to a preset text comparison tool so as to determine the second text similarity. If the second text similarity is lower than a second preset text similarity threshold, the server sends signature information checking instructions to the management user terminals in the user terminal cluster, wherein the signature information checking instructions comprise a difference set ∈10>Each image module to be identified and business main text data. Responding to the signature information confirmation instruction acquired in the management user terminal, and then the management user terminal sends signature information confirmation information to the server so as to write the signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list; Or in response to the obtained signature information rejection instruction in the management user terminal, the management user terminal sends the signature information rejection information to the server, so that the server sends the signature information rejection information, the first business material text data and the first business material image data to the first user terminal and/or the first scanning user terminal. By the method, consistency judgment between the signature main body in the business material image and the preset main body sent by the first user terminal can be realized, so that a material file management strategy based on consistency judgment between the signature main body and the preset main body is realized.
Based on the above embodiment, the service material interaction processing platform may further include: business material backup databases. Correspondingly, after writing signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list, the server may create a fifth storage path in the service material backup database according to the first identification code field, store the first service material backup data in the fifth storage path, and create a unidirectional link relationship between the fifth storage path and the first storage path and a unidirectional link relationship between the fifth storage path and the second storage path, where the unidirectional link relationship is a link relationship that only allows access to the first storage path or the second storage path from the fifth storage path, and the first service material backup data includes first service material text data and first service material image data.
S205, sending a service material access request to the server through a second user terminal in the user terminal cluster.
In this step, a service material access request may be sent to the server by a second user terminal in the user terminal cluster, where the service material access request is used to request access to the first storage path, and the service material access request includes a user terminal access right of the second user terminal.
S206, determining whether the corresponding service material can be accessed according to the grade of the user terminal access authority of the second user terminal.
If the access authority of the user terminal is lower than the preset first access authority, the server sends access refusing information to the second user terminal;
if the access right of the user terminal is higher than the preset first access right and lower than the preset second access right, the server allows the second user terminal to access the first storage path and refuses the second user terminal to access the second storage path through the link relation between the first storage path and the second storage path;
if the access right of the user terminal is higher than the second access right, the server allows the second user terminal to access the first storage path and allows the second user terminal to access the second storage path through the link relation between the first storage path and the second storage path.
In this embodiment, whether the corresponding service material can be accessed is determined according to the level of the access authority of the user terminal of the second user terminal, so as to implement data access management for the user terminals with different access authorities. In particular, by storing the first business material text data in the business material text database and storing the first business material image data in the business material image database, the isolation storage of the business material text and the business material image is realized, and the mutual backup of the two data and the mutual isolation effect of the two data can be realized.
Fig. 3 is a schematic structural diagram of a business material interaction processing platform according to an exemplary embodiment of the present application. As shown in fig. 3, the service material interaction processing platform 300 provided in this embodiment includes:
a service material text database 310, a service material image database 320, a scanning terminal cluster 330, a user terminal cluster 340, and a server 350; wherein each scanning terminal in the scanning terminal cluster 330 and each user terminal in the user terminal cluster 340 are respectively in communication connection with the server 350; the server 350 is respectively connected with the service material text database 310 and the service material image database 320;
Transmitting first service material text data to the server 350 through a first user terminal in the user terminal cluster 340, so that the server 350 creates a first storage path in the service material text database 310 according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relationship between the first identification code field and the first storage path in a preset list;
transmitting first service material image data to the server 350 through a first scanning terminal in the scanning terminal cluster 330, so that the server 350 recognizes the first service material image data according to a preset information recognition model to generate first service material recognition data;
the server 350 extracts a second identification code field from the first service material identification data according to a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in the preset list;
if the first identifier field in the preset list is consistent with the second identifier field, the server 350 stores the first service material image data to a second storage path in the service material image database 320, and establishes a link relationship between the first storage path and the second storage path.
Optionally, if the verification results of the second identifier field and all identifier fields in the preset list are inconsistent, the server 350 stores the first service material image data to a third storage path in the service material image database 320;
the server 350 sends an instruction to be created to a management user terminal in the user terminal cluster 340, where the instruction to be created includes the second identifier field;
the management ue screens a to-be-allocated ue cluster 340 according to the identifier code in the second identifier code field, where the to-be-allocated ue cluster 340 belongs to the ue cluster 340, the level authority of each to-be-allocated ue in the to-be-allocated ue cluster 340 is lower than that of the management ue, the identifier code is used to identify a target service material type corresponding to the second identifier code field, and a service material type set corresponding to each to-be-allocated ue in the to-be-allocated ue cluster 340 includes the target service material type, and the service material type set is used to characterize service processing capability of the corresponding to-be-allocated ue;
Transmitting the second identification code word segment to a target user terminal in response to a target user terminal selection instruction acquired from the management user terminal, wherein the target user terminal selection instruction is used for determining the target user terminal from the user terminal cluster to be allocated 340;
sending second service material text data to the server 350 through the target user terminal, so that the server 350 creates a fourth storage path in the service material text database 310 according to the second identification code field in the second service material text data, stores the second service material text in the fourth storage path, and writes the mapping relationship between the second identification code field and the fourth storage path in the preset list;
the server 350 establishes a link relationship between the third storage path and the fourth storage path.
Optionally, the server 350 identifies text information in the first service material image data to form to-be-calibrated service material text data;
the server 350 performs text comparison on the text data of the to-be-checked business material and the text data of the first business material according to a preset text comparison tool so as to determine a first text similarity;
If the first text similarity is lower than a first preset text similarity threshold, the server 350 sends a scan update instruction to the management scan terminal in the scan terminal cluster 330, where the scan update instruction includes the second identifier field;
the management scanning terminal screens a scanning terminal cluster 330 to be allocated according to the position information corresponding to the first scanning terminal, the scanning terminal cluster 330 to be allocated belongs to the scanning terminal cluster 330, and the grade authority of each scanning terminal to be allocated in the scanning terminal cluster 330 to be allocated is lower than the grade authority of the management scanning terminal;
transmitting the second identification code field to a target scanning terminal in response to a target scanning terminal selection instruction acquired from the management scanning terminal, wherein the target scanning terminal selection instruction is used for determining the target scanning terminal from the scanning terminal cluster 330 to be allocated;
displaying the generated second service material image data in the target scan terminal, and transmitting the second service material image data and the second identification code field to the server 350 in response to an image data confirmation instruction acquired in the target scan terminal;
The server 350 updates the first service material image data under the second storage path of the service material image database 320 to the second service material image data according to the second identification code field.
Optionally, the server 350 segments the first service material image data into a service material image module set according to a preset service material image segmentation modelThe preset business material image segmentation model is established based on a position segmentation line set in a preset image template, wherein the position segmentation line is used for dividing the preset image template into preset +.>A template block;
the server 350 collects from the set of business material image modulesExtracting image module set to be identified>Wherein->And, the business material image module set +.>Is combined with the image module set to be identified>Difference set between->The block type of the template block corresponding to the element in the block is a preset block type;
the server 350 recognizes the set of image modules to be recognized using a preset optical character recognition algorithmThe text information in each image module to be identified is used for forming the text data of the business material to be checked.
Optionally, the server 350 uses the preset optical character recognition algorithm to identify the difference setThe text information in each image module to be identified in the database is used for forming signature identification text data;
the server 350 obtains the first identifier field in the first service material text data according to the link relationship between the first storage path and the second storage path, and determines service subject text data according to the first identifier field, where the service subject text data is sent to the server 350 by the first user terminal;
the server 350 performs text comparison on the signature recognition text data and the business body text data according to the preset text comparison tool to determine a second text similarity;
if the second text similarity is lower than a second preset text similarity threshold, the server 350 sends the second text similarity to the management user terminals in the user terminal cluster 340A signature information checking instruction, wherein the signature information checking instruction comprises the difference setEach image module to be identified and the business main text data;
in response to the signature information confirmation instruction acquired in the management user terminal, the management user terminal sends signature information confirmation information to the server 350, so as to write the signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list; or, in response to the obtained signature information reject instruction in the management user terminal, the management user terminal transmits signature information reject information to the server 350, so that the server 350 transmits the signature information reject information, the first service material text data, and the first service material image data to the first user terminal and/or the first scanning user terminal.
Optionally, the server 350 creates a fifth storage path in the service material backup database according to the first identifier field, stores first service material backup data in the fifth storage path, and establishes a unidirectional link relationship between the fifth storage path and the first storage path and a unidirectional link relationship between the fifth storage path and the second storage path, where the unidirectional link relationship is a link relationship that only allows access to the first storage path or the second storage path from the fifth storage path, and the first service material backup data includes the first service material text data and the first service material image data.
Optionally, a service material access request is sent to the server 350 through a second user terminal in the user terminal cluster 340, where the service material access request is used to request access to the first storage path, and the service material access request includes a user terminal access authority of the second user terminal;
if the access right of the user terminal is lower than the preset first access right, the server 350 sends access refusal information to the second user terminal;
If the access right of the user terminal is higher than the preset first access right and lower than the preset second access right, the server 350 allows the second user terminal to access the first storage path and denies the second user terminal to access the second storage path through the link relationship between the first storage path and the second storage path;
if the access right of the user terminal is higher than the second access right, the server 350 allows the second user terminal to access the first storage path, and allows the second user terminal to access the second storage path through the link relationship between the first storage path and the second storage path.
Fig. 4 is a schematic structural diagram of an electronic device according to an example embodiment of the present application. As shown in fig. 4, an electronic device 400 provided in this embodiment includes: a processor 401 and a memory 402; wherein:
a memory 402 for storing a computer program, which memory may also be a flash memory.
A processor 401 for executing the execution instructions stored in the memory to implement the steps in the above method. Reference may be made in particular to the description of the embodiments of the method described above.
Alternatively, the memory 402 may be separate or integrated with the processor 401.
When the memory 402 is a device separate from the processor 401, the electronic apparatus 400 may further include:
a bus 403 for connecting the memory 402 and the processor 401.
The present embodiment also provides a readable storage medium having a computer program stored therein, which when executed by at least one processor of an electronic device, performs the methods provided by the various embodiments described above.
The present embodiment also provides a program product comprising a computer program stored in a readable storage medium. The computer program may be read from a readable storage medium by at least one processor of an electronic device, and executed by the at least one processor, causes the electronic device to implement the methods provided by the various embodiments described above.
Other embodiments of the present application will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the application following, in general, the principles of the application and including such departures from the present disclosure as come within known or customary practice within the art to which the application pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the application being indicated by the following claims.
It is to be understood that the present application is not limited to the precise arrangements and instrumentalities shown in the drawings, which have been described above, and that various modifications and changes may be effected without departing from the scope thereof. The scope of the application is limited only by the appended claims.

Claims (10)

1. The intelligent identification interactive processing method for the business materials is characterized by being applied to a business material interactive processing platform, wherein the business material interactive processing platform comprises the following steps: the system comprises a service material text database, a service material image database, a scanning terminal cluster, a user terminal cluster and a server; wherein each scanning terminal in the scanning terminal cluster and each user terminal in the user terminal cluster are respectively in communication connection with the server; the server is respectively connected with the service material text database and the service material image database; the method comprises the following steps:
transmitting first service material text data to the server through a first user terminal in the user terminal cluster, so that the server creates a first storage path in the service material text database according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relation between the first identification code field and the first storage path in a preset list;
Transmitting first service material image data to the server through a first scanning terminal in the scanning terminal cluster, so that the server identifies the first service material image data according to a preset information identification model to generate first service material identification data;
the server extracts a second identification code field from the first service material identification data by using a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in the preset list;
if the first identification code field in the preset list is consistent with the second identification code field verification result, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
2. The intelligent recognition interactive processing method for service materials according to claim 1, wherein if the verification results of the second identification code field and all identification code fields in the preset list are inconsistent, the server stores the first service material image data to a third storage path in the service material image database;
The server sends an instruction to be created to a management user terminal in the user terminal cluster, wherein the instruction to be created comprises the second identification code field;
the management user terminal screens a user terminal cluster to be allocated according to the identification code in the second identification code field, the user terminal cluster to be allocated belongs to the user terminal cluster, the level authority of each user terminal to be allocated in the user terminal cluster to be allocated is lower than that of the management user terminal, the identification code is used for identifying a target service material type corresponding to the second identification code field, a service material type set corresponding to each user terminal to be allocated in the user terminal cluster to be allocated comprises the target service material type, and the service material type set is used for representing the service processing capacity of the corresponding user terminal to be allocated;
transmitting the second identification code word segment to a target user terminal in response to a target user terminal selection instruction acquired from the management user terminal, wherein the target user terminal selection instruction is used for determining the target user terminal from the user terminal cluster to be allocated;
Sending second service material text data to the server through the target user terminal, so that the server creates a fourth storage path in the service material text database according to the second identification code field in the second service material text data, stores the second service material text in the fourth storage path, and writes the mapping relation between the second identification code field and the fourth storage path in the preset list;
the server establishes a link relationship between the third storage path and the fourth storage path.
3. The smart identification interactive processing method for a service material according to claim 1, further comprising, after the server stores the first service material image data to a second storage path in the service material image database:
the server identifies text information in the first business material image data to form business material text data to be checked;
the server performs text comparison on the text data of the business material to be checked and the text data of the first business material according to a preset text comparison tool so as to determine a first text similarity;
If the first text similarity is lower than a first preset text similarity threshold, the server sends a scanning update instruction to a management scanning terminal in the scanning terminal cluster, wherein the scanning update instruction comprises the second identification code field;
the management scanning terminal screens a scanning terminal cluster to be allocated according to the position information corresponding to the first scanning terminal, the scanning terminal cluster to be allocated belongs to the scanning terminal cluster, and the grade authority of each scanning terminal to be allocated in the scanning terminal cluster to be allocated is lower than the grade authority of the management scanning terminal;
transmitting the second identification code field to a target scanning terminal in response to a target scanning terminal selection instruction acquired from the management scanning terminal, wherein the target scanning terminal selection instruction is used for determining the target scanning terminal from the scanning terminal cluster to be allocated;
displaying the generated second service material image data in the target scanning terminal, and transmitting the second service material image data and the second identification code field to the server in response to an image data confirmation instruction acquired in the target scanning terminal;
And the server updates the first business material image data under the second storage path of the business material image database into the second business material image data according to the second identification code field.
4. The intelligent recognition interactive processing method for service materials according to claim 3, wherein the server recognizes text information in the first service material image data to form to-be-calibrated service material text data, comprising:
the server divides the first business material image data into a business material image module set according to a preset business material image division modelThe preset business material image segmentation model is established based on a position segmentation line set in a preset image template, wherein the position segmentation line is used for dividing the preset image template into preset +.>A template block;
the server collecting the service material image module setExtracting image module set to be identified>Wherein->And, the business material image module set +.>Is combined with the image module set to be identified>Difference set betweenThe block type of the template block corresponding to the element in the block is a preset block type;
The server utilizes a preset optical character recognition algorithm to recognize the image module set to be recognizedThe text information in each image module to be identified is used for forming the text data of the business material to be checked.
5. The intelligent recognition interactive processing method for business materials according to claim 4, wherein the server is configured to collect the business material image modules from the business material image module setExtracting image module set to be identified>Thereafter, the method further comprises:
the server uses the preset optical character recognition algorithm to perform the difference setThe text information in each image module to be identified in the database is used for forming signature identification text data;
the server acquires the first identification code field in the first business material text data according to the link relation between the first storage path and the second storage path, and determines business main body text data according to the first identification code field, wherein the business main body text data is sent to the server for the first user terminal;
the server performs text comparison on the signature identification text data and the business main body text data according to the preset text comparison tool so as to determine a second text similarity;
If the second text similarity is lower than a second preset text similarity threshold, the server sends a signature information checking instruction to a management user terminal in the user terminal cluster, wherein the signature information checking instruction comprises the difference setEach image module to be identified and the business main text data;
responding to the signature information confirmation instruction acquired in the management user terminal, and then the management user terminal sends signature information confirmation information to the server so as to write the signature information confirmation information in a confirmation identification area corresponding to the first identification code field in the preset list; or, in response to the obtained signature information rejection instruction in the management user terminal, the management user terminal sends signature information rejection information to the server, so that the server sends the signature information rejection information, the first service material text data and the first service material image data to the first user terminal and/or the first scanning user terminal.
6. The intelligent recognition interactive processing method for service materials according to claim 5, wherein the service material interactive processing platform further comprises: a business material backup database; correspondingly, after writing signature information confirmation information in the confirmation identification area corresponding to the first identification code field in the preset list, the method further comprises:
The server creates a fifth storage path in the service material backup database according to the first identification code field, stores first service material backup data in the fifth storage path, and establishes a unidirectional link relation between the fifth storage path and the first storage path and a unidirectional link relation between the fifth storage path and the second storage path, wherein the unidirectional link relation is a link relation which only allows access to the first storage path or the second storage path from the fifth storage path, and the first service material backup data comprises the first service material text data and the first service material image data.
7. The smart identification interaction processing method for a service material according to any one of claims 1 to 6, further comprising, after the establishing of the link relationship between the first storage path and the second storage path:
sending a service material access request to the server through a second user terminal in the user terminal cluster, wherein the service material access request is used for requesting to access the first storage path, and the service material access request comprises user terminal access authority of the second user terminal;
If the access authority of the user terminal is lower than the preset first access authority, the server sends access refusing information to the second user terminal;
if the access right of the user terminal is higher than a preset first access right and lower than a preset second access right, the server allows the second user terminal to access the first storage path and refuses the second user terminal to access the second storage path through a link relation between the first storage path and the second storage path;
and if the access right of the user terminal is higher than the second access right, allowing the second user terminal to access the first storage path by the server, and allowing the second user terminal to access the second storage path through the link relation between the first storage path and the second storage path.
8. An interactive processing platform for business materials, comprising: the system comprises a service material text database, a service material image database, a scanning terminal cluster, a user terminal cluster and a server; wherein each scanning terminal in the scanning terminal cluster and each user terminal in the user terminal cluster are respectively in communication connection with the server; the server is respectively connected with the service material text database and the service material image database;
Transmitting first service material text data to the server through a first user terminal in the user terminal cluster, so that the server creates a first storage path in the service material text database according to a first identification code field in the first service material text data, stores the first service material text in the first storage path, and writes the mapping relation between the first identification code field and the first storage path in a preset list;
transmitting first service material image data to the server through a first scanning terminal in the scanning terminal cluster, so that the server identifies the first service material image data according to a preset information identification model to generate first service material identification data;
the server extracts a second identification code field from the first service material identification data by using a preset identification code extraction model, and performs consistency check on the second identification code field and each identification code field in the preset list;
if the first identification code field in the preset list is consistent with the second identification code field verification result, the server stores the first business material image data to a second storage path in the business material image database, and establishes a link relation between the first storage path and the second storage path.
9. An electronic device, comprising:
a processor; the method comprises the steps of,
a memory for storing executable instructions of the processor;
wherein the processor is configured to perform the method of any one of claims 1 to 7 via execution of the executable instructions.
10. A computer readable storage medium having stored therein computer executable instructions which when executed by a processor are adapted to carry out the method of any one of claims 1 to 7.
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