CN112699646A - Data processing method, device, equipment and medium - Google Patents
Data processing method, device, equipment and medium Download PDFInfo
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- CN112699646A CN112699646A CN202011544879.8A CN202011544879A CN112699646A CN 112699646 A CN112699646 A CN 112699646A CN 202011544879 A CN202011544879 A CN 202011544879A CN 112699646 A CN112699646 A CN 112699646A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/186—Templates
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/174—Form filling; Merging
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/60—Editing figures and text; Combining figures or text
Abstract
The invention relates to the field of data processing, and provides a data processing method, a device, equipment and a medium, wherein the method comprises the following steps: the method comprises the steps of obtaining an account opening file template from a service auditing server through an account opening request containing account opening basic information, filling the account opening basic information into the account opening file template through a text similarity algorithm to generate an application form, obtaining a seal image file from an electronic signature server after the account opening basic information is verified by the electronic seal server to obtain seal using configuration information and seal non-using information, synthesizing a seal of the application form according to the seal using configuration information to obtain an account opening seal file, and sending all the account opening seal files and all the application forms corresponding to the seal non-using information to the service auditing server for the account opening auditing. The invention realizes the automatic generation of each account opening application form and the automatic generation of the account opening seal file, achieves the purpose that the online bonding is formed into the application file required by account opening, ensures the safety of seal management and improves the account opening efficiency.
Description
Technical Field
The present invention relates to the field of data processing of big data, and in particular, to a data processing method, apparatus, device, and medium.
Background
At present, when most institutions carry out account opening application, various application forms need to be provided offline, the form formats and the printing requirements of the various application forms are different, a user needs to manually fill corresponding application information in various blank application forms, after the application forms are filled, the user needs to go to a corresponding management institution according to the printing requirements of the application forms to apply for printing, and the printed application forms need to go to a counter for account opening only by sealing a sealing bag, so that the links for preparing account opening application data are multiple and long in time consumption, and the account opening efficiency, namely the satisfaction degree of the user, is seriously influenced.
Disclosure of Invention
The invention provides a data processing method, a data processing device, computer equipment and a storage medium, which realize the automatic generation of each account opening application form and the seal synthesis of the application form, improve the accuracy and the safety of account opening information, ensure the safety of seal management, save the preparation time of account opening application data and the seal application time, greatly shorten the account opening time and improve the account opening efficiency.
A method of data processing, comprising:
receiving an account opening request, and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information;
the self-service auditing server acquires at least one account opening file template corresponding to the account opening type; the account opening file template comprises a file information template and stamp using demand information corresponding to the file information template;
filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; the file information templates correspond to the application forms one to one;
after passing the verification of an electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type;
according to the stamp using configuration information, seal synthesis is carried out on the application form corresponding to the stamp using configuration information, and each open-account seal file is generated;
and sending all the account opening seal files and all the application forms corresponding to the information needing no printing to a service auditing server for the service auditing server to carry out account opening auditing.
A data processing apparatus comprising:
the system comprises a receiving module, a sending module and a receiving module, wherein the receiving module is used for receiving an account opening request and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information;
the acquisition module is used for acquiring at least one account opening file template corresponding to the account opening type from a service auditing server; the account opening file template comprises a file information template and stamp using demand information corresponding to the file information template;
the filling module is used for filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; the file information templates correspond to the application forms one to one;
the determining module is used for acquiring all seal image files corresponding to the seal types from the electronic signature server after the electronic seal server passes the verification of the electronic seal server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type;
the synthesis module is used for synthesizing the seal of the application form corresponding to each piece of stamp use configuration information according to each piece of stamp use configuration information to generate each account opening seal file;
and the sending module is used for sending all the account opening seal files and all the application forms corresponding to the information which does not need to be printed to a service auditing server so as to be used for the service auditing server to carry out account opening auditing.
A computer device comprising a memory, a processor and a computer program stored in said memory and executable on said processor, said processor implementing the steps of the above data processing method when executing said computer program.
A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the steps of the above-mentioned data processing method.
According to the data processing method, the data processing device, the computer equipment and the storage medium, the account opening request is received, and account opening application information containing the account opening type and the account opening basic information in the account opening request is obtained; the self-service auditing server acquires at least one account opening file template which comprises a file information template and printing requirement information and corresponds to the account opening type; filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; after passing the verification of an electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type; according to the stamp using configuration information, seal synthesis is carried out on the application form corresponding to the stamp using configuration information, and each open-account seal file is generated; sending all the account opening seal files and all the application forms to a service auditing server for auditing the account opening, acquiring an account opening file template from the service auditing server through an account opening request containing account opening basic information, filling the account opening basic information into the account opening file template through a text similarity algorithm to generate the application forms, acquiring a seal image file from an electronic signature server after the verification of the electronic seal server, acquiring seal configuration information and non-use seal information, carrying out seal synthesis on the application forms according to the seal configuration information to obtain the account opening seal files, sending all the account opening seal files and all the application forms corresponding to the non-use seal information to the service auditing server for auditing the account opening, thereby realizing the automatic generation of the application forms of each account opening and the automatic electronic seal server for acquiring the seal image file, and through carrying out seal synthesis on the application form, an account opening seal file is obtained, and the application file required by account opening is formed by on-line bonding, so that the accuracy and the safety of account opening information are improved, the safety of seal management is ensured, the preparation time of account opening application data and the seal application time are saved, the account opening time is greatly shortened, and the account opening efficiency is improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without inventive labor.
FIG. 1 is a diagram illustrating an application environment of a data processing method according to an embodiment of the present invention;
FIG. 2 is a flow chart of a data processing method according to an embodiment of the invention;
FIG. 3 is a flowchart of step S30 of the data processing method according to an embodiment of the present invention;
FIG. 4 is a flowchart of step S301 of the data processing method according to an embodiment of the present invention;
FIG. 5 is a flowchart of step S40 of the data processing method according to an embodiment of the present invention;
FIG. 6 is a flowchart of step S50 of the data processing method according to an embodiment of the present invention;
FIG. 7 is a flowchart of step S504 of the data processing method according to an embodiment of the present invention;
FIG. 8 is a functional block diagram of a data processing apparatus according to an embodiment of the present invention;
FIG. 9 is a functional block diagram of a fill module of the data processing apparatus in one embodiment of the present invention;
FIG. 10 is a schematic diagram of a computer device in an embodiment of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The data processing method provided by the invention can be applied to the application environment shown in fig. 1, wherein a client (computer device) communicates with a server through a network. The client (computer device) includes, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, cameras, and portable wearable devices. The server may be implemented as a stand-alone server or as a server cluster consisting of a plurality of servers.
In an embodiment, as shown in fig. 2, a data processing method is provided, which mainly includes the following steps S10-S60:
s10, receiving an account opening request, and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information.
Understandably, when a user needs to apply for opening an account, the user may trigger the account opening request on an interface of the application platform, where the triggering manner may be set according to a requirement, for example, a triggering key that may be triggered by clicking, sliding, or the like is provided on the interface of the application platform, the account opening request includes the account opening application information, the account opening application information is related information used for opening an account by the user, such as an account opening purpose, account opening basic information, an account opening type, an account opening amount, and the like of the user, the account opening application information includes the account opening type and the account opening basic information, and the account opening type is a type corresponding to an event that the account opener needs to apply for opening, such as: the account opening type is bank account opening, security account opening and the like, and the account opening basic information is basic information of a user needing account opening, such as the gender, the name, the identification card number, a business license photo, an identification card front-back photo, a sponsor identification card front-back photo, a beneficiary identification card front-back photo and the like of the user.
S20, acquiring at least one account opening file template corresponding to the account opening type from the service auditing server; the account opening file template comprises a file information template and stamp application requirement information corresponding to the file information template.
Understandably, the service auditing server is a server of a service department for which a user needs to apply for opening an account, the service auditing server is used for providing all account opening file templates and auditing affairs such as files or/and forms related to the account opening submitted by the user, the service auditing server stores all account opening file templates, one account opening type is associated with a plurality of account opening file templates, a plurality of account opening file templates corresponding to the account opening type are obtained from the service auditing server, the account opening file template is an electronic file template which is used for opening an account and corresponds to the account opening type, the account opening file template is convenient for unified management and unified auditing of account opening data, the account opening file template comprises a file information template and the stamp requirement information, the file information template is a form template for filling in form information, the seal using requirement information is information of whether the seal needs to be used and the type of the seal.
S30, filling the basic account opening information and each file information template through a text similarity algorithm to generate each application form; and the file information template corresponds to the application form one to one.
Understandably, the basic account opening information includes basic account opening items and basic account opening data corresponding to the basic account opening items one to one, where the basic account opening items are basic items of a user who needs to open an account, such as: name, gender, identification card number, positive picture of identification card, etc., the basic data of account opening is data provided by the user needing account opening and corresponding to the basic items of account opening, the basic data of account opening may be data of text and picture, for example: the basic item of opening an account is basic data of opening an account of a text type male corresponding to ' gender ', the basic item of opening an account is basic data of opening an account of a photo shot on the front side of the user's identity card in a photo format corresponding to ' the positive photo ' of the identity card, the text similarity algorithm is an algorithm for calculating a similarity value between two texts, the text similarity algorithm is preferably a cosine similarity algorithm, the basic item of opening an account matched with the application collection item in the file information template is inquired from the basic information of opening an account through the text similarity algorithm, namely the basic item of opening an account corresponding to the maximum similarity value is obtained from calculating the similarity values of the application collection item and the basic item of opening an account, and the inquired basic item of opening an account is determined as the application item corresponding to the application collection item; filling the account opening basic data corresponding to the application item into a filling area corresponding to the file information template; and determining each filled file information template as the application form corresponding to each file information template.
In an embodiment, as shown in fig. 3, in step S30, that is, the step of filling the basic account opening information and each of the document information templates by a text similarity algorithm to generate each application form includes:
s301, inquiring an account opening basic item matched with the application collecting item in the file information template from the account opening basic information through the text similarity model, and determining the inquired account opening basic item as an application item corresponding to the application collecting item; the file information template comprises an application collection item and an application item filling area corresponding to the application collection item; the account opening basic information comprises the account opening basic item and account opening basic data.
Understandably, the text similarity model is a trained deep neural network model, a network structure of the text similarity model may be set according to requirements, for example, the network structure of the text similarity model may be a network structure of a Word2vec model, a network structure of an NLP model, a network structure of a VSM model, and the like, the text similarity model may obtain similarity values between the collected item and each account opening basic item, and identify the account opening basic item matching the collected item, that is, the account opening basic item corresponding to the maximum similarity value, search the account opening basic item matching the application collected item from the account opening basic information through the text similarity model, and record the searched account opening basic item as the application item corresponding to the application collected item.
The file information template comprises an application collection item and an application item filling area corresponding to the application collection item one to one, the application collection item is an item which needs to provide data for an account opening application, such as an identification card positive photo item, an identification card negative photo item, a sponsor identification card positive photo item, a sponsor identification card negative photo item and the like, and the application item filling area is an area which is provided for the application collection item to fill.
In an embodiment, as shown in fig. 4, in the step S301, that is, the querying, through the text similarity model, an account opening basic item matching the application collecting item in the document information template from the account opening basic information, and determining the queried account opening basic item as the application item corresponding to the application collecting item includes:
s3011, inputting the application collection items and the account opening basic items into the text similarity model.
Understandably, the text similarity model is a trained deep neural network model, preferably, the network structure of the text similarity model is a network structure of a Word2vec model, that is, the text similarity model includes a Word2vec similarity algorithm, and the application collection item and each account opening basic item are input into the text similarity model.
S3012, calculating similarity values of the collection items and the account opening basic items through a Word2vec similarity algorithm in the text similarity model.
Understandably, the text similarity model adopts a neural network with three layers, and uses the Huffman coding technology to make the activated content of the hidden layer of the words with similar word frequency in approximately the same position according to the word frequency, and finally, similar Word vectors are gathered together through a Kmeans clustering method, a deep neural network model based on a Word2vec model is formed after training is completed, the Word2vec similarity algorithm is that words are segmented in sentences, then each vocabulary is mapped into a word vector with N dimensions, so that the similarity comparison of the two vocabularies can be converted into an algorithm for the similarity comparison of the two word vectors, the method of cosine similarity, Euclidean distance, etc. can be used to make semantic analysis on the vocabulary in the calculation process, so that, the similarity value of the collection item and each account opening basic item can be calculated by a Word2vec similarity algorithm.
S3013, obtaining the account opening basic item corresponding to the maximum similarity value in all the similarity values through the text similarity model, and determining the obtained account opening basic item as the account opening basic item matched with the application collecting item.
Understandably, the text similarity model outputs the basic item of account opening corresponding to the maximum similarity value in all the similarity values, acquires the basic item of account opening, and records the basic item of account opening as the basic item of account opening matched with the application collection item, which indicates that the basic item of account opening is most matched with the application collection item.
The invention realizes that the text similarity model is input by the application collecting item and each account opening basic item; calculating the similarity value of the collection item and each account opening basic item by a Word2vec similarity algorithm in the text similarity model; and acquiring the account opening basic item corresponding to the maximum similarity value in all the similarity values through the text similarity model, and determining the acquired account opening basic item as a matched account opening basic item, so that the similarity value is calculated through a Word2vec similarity algorithm, the matched account opening basic item is finally determined, and the accuracy and the reliability of identification are improved.
S302, filling the account opening basic data corresponding to the application items into the application item filling area corresponding to the application collection items matched with the application items.
Understandably, the account opening basic data corresponding to the application item is directly copied to the application item filling area corresponding to the application collection item matched with the application item.
And S303, determining each filled file information template as the application form corresponding to each file information template.
Understandably, each filled file information template is recorded as the application form corresponding to each file information template one by one.
The invention realizes that the basic item of account opening matched with the application collecting item in the file information template is inquired from the basic information of account opening through the text similarity model, and the application item corresponding to the application collecting item is determined; and automatically filling each file information template to obtain each application form, so that matched account opening basic items are identified from the account opening basic information through a text similarity model, the file information templates are automatically filled to generate the application forms, the manual form filling process of the user is simplified, the data preparation time of the user is saved, the cost of application form paper is reduced, the account opening time is greatly shortened, and the account opening efficiency is improved.
S40, after passing the verification of the electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server, adding the seal image files to the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the stamp using requirement information comprises a stamp type.
Understandably, the electronic seal server is a server for managing all seal image files and seal types corresponding to the seal image files, and sends the identity information in the account opening application information to the electronic seal server; the electronic seal server carries out identity verification on the identity information to generate a verification result; the identity information comprises printing application information, face information and front and back information of the identity document, and the front and back information of the identity document is identified and extracted through an OCR technology to obtain the information of the identity document to be checked; acquiring identity document sample reserving information and face sample reserving information corresponding to a user identifier in the printing application information from a self-identity verification mechanism, comparing the identity document information to be checked with the identity document sample reserving information to obtain an identity document identification result, and simultaneously comparing the face information with the face sample reserving information to obtain a face comparison result; and determining a verification result according to the identification result of the identity document and the face comparison result, and acquiring all seal image files corresponding to the seal types from the electronic signature server when the verification result is that the verification is passed, namely the seal using demand information comprises the seal types, the seal using demand information comprises information of which seal types need to be used, one of the seal image files corresponds to one of the seal types, and the seal types indicate which seal the seal image files belong to. Adding the seal image file into the seal using requirement information, and determining the seal using requirement information as seal using configuration information; and determining the printing demand information which is not increased as the printing unnecessary information.
In an embodiment, as shown in fig. 5, in the step S40, that is, after passing the verification of the electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server includes:
s401, sending the identity information in the account opening application information to the electronic seal server.
Understandably, will identity information send to the electronic seal server, the application information of opening an account includes identity information, identity information for the user provide with apply with seal relevant information, identity information is including applying for information, people's face information and the positive and negative information of identity document with the seal.
S402, receiving a verification result; and the verification result is generated after the electronic seal server performs identity verification on the identity information.
Understandably, the identity information comprises printing application information, face information and front and back information of the identity document, the front and back information of the identity document is identified and extracted through an OCR (Optical Character Recognition) technology to obtain the information of the identity document to be checked, the OCR (Optical Character Recognition) technology refers to a technology that an electronic device (such as a scanner or a digital camera) checks characters on an image, determines the shape of the image through detecting a dark mode and a bright mode, then translates the shape into computer characters through a Character identification method, the OCR technology is used for identifying the identity information respectively corresponding to name, gender, ethnicity, birth, address and national identity number in the front image of the identity document, and the mechanism information respectively corresponding to a signing authority and an effective term is identified in the back image of the identity document; the identity authentication mechanism acquires identity document sample reserving information and face sample reserving information corresponding to a user identifier in the seal application information, and the identity authentication mechanism can be an authorized mechanism server corresponding to the electronic seal server and can also be an authorized third party mechanism server corresponding to the electronic seal server, for example: the identity verification mechanism can be a server (which can be authorized to access) of a south mountain public security bureau or a national public security bureau, the identity sample reserving information and the face sample reserving information corresponding to the user identification are obtained from the identity verification mechanism, the identity verification mechanism stores the identity sample reserving information filled by a user handling an identity card and the face sample reserving information photographed by a head portrait, the identity document information to be checked and the identity document sample reserving information are compared to obtain an identity document identification result, and meanwhile, the face information and the face sample reserving information are compared in similarity to obtain a face comparison result; and determining a verification result according to the identification result of the identity document and the face comparison result, wherein the verification result comprises a verification pass and a verification failure, and in one embodiment, when the verification result is the verification failure, prompting to resend correct identity information.
And S403, when the verification result is that the verification is passed, acquiring all seal image files corresponding to the seal types from the electronic signature server.
Understandably, when the verification result is that the verification is passed, all the seal image files corresponding to the seal types are obtained from the electronic signature server, the seal image files are files in which seal images are stored, one seal image file corresponds to one seal type, and the seal type indicates which type of seal the seal image file belongs to, such as a official seal, a official seal law seal and the like.
The invention realizes the purpose of sending the identity information in the account opening application information to the electronic seal server; receiving a verification result; and when the verification result is that the verification is passed, acquiring all seal image files corresponding to the seal types from the electronic signature server, so that the safety of seal management is ensured.
And S50, according to the seal configuration information, seal composition is carried out on the application form corresponding to the seal configuration information, and each open account seal file is generated.
Understandably, the application form is firstly converted into an image to obtain an application form image; simultaneously creating a transparent image with the same size as the application form image; secondly, positioning a stamp area in the transparent image according to stamp using position information in the stamp using configuration information; inserting the seal image file in the seal configuration information into the seal area, and performing white removal processing on the inserted transparent image to obtain a seal insertion image; and finally, performing seal synthesis on the application form Image and the seal insertion Image through an Image synthesis technology to obtain the account opening seal file, wherein the Image synthesis technology is an operation technology executed by using an Image synthesis (Image blending) code in an OpenCV language code.
In an embodiment, as shown in fig. 6, in the step S50, that is, the seal composition is performed on the application form corresponding to each piece of the stamp allocation information according to each piece of the stamp allocation information, so as to generate each account-opening seal file, where the method includes:
s501, converting the application form into an image through an image generation technology to obtain an application form image.
Understandably, the image conversion technology is to perform format recognition on a non-image file, then convert the non-image file into an image file according to a corresponding format converter, and convert the word file or pdf file of the application form into an image format (png format, gif format, etc.) through the image conversion technology to obtain the application form image.
S502, a transparent image with the same size as the application form image is created.
Understandably, a transparent image is created, the size of which is the same as the size of the application form image.
S503, according to the stamp using position information in the stamp using configuration information, a stamp area is positioned in the transparent image.
Understandably, the stamp using configuration information comprises stamp using position information and stamp types, different stamp types correspond to different stamp using position information, and the stamp area is an area set according to the positioning coordinates of the stamp using position information.
S504, the seal image file in the seal configuration information is inserted into the seal area, and the inserted transparent image is subjected to white removal processing to obtain a seal insertion image.
Understandably, the seal image file is a file stored with a seal image, different types of seals correspond to different seal sizes and shapes, and the seal area is larger than the size area of the seal image file.
In an embodiment, as shown in fig. 7, in step S504, that is, inserting the stamp image file in the stamp area in the stamp configuration information, and performing a white removal process on the inserted transparent image to obtain a stamp insertion image, the method includes:
s5041, inserting the stamp image file into the stamp area, and overlapping the central point of the stamp area and the central point of the stamp image file.
Understandably, the central point of the seal area and the central point of the seal image file are identified, the seal image file is inserted into the central point of the seal area, and the central point of the seal area and the central point of the seal image file are superposed.
S5042, drawing a seal outline of the seal image file in the transparent image after the seal image file is inserted through an image marginalization technology.
Understandably, the image marginalization technology is a method for identifying an edge line drawn by a point in an image with large pixel color difference change by identifying an outline in the image, and the seal outline of the seal image file is drawn in the transparent image by the image marginalization technology.
And S5043, performing transparentization treatment on the image area except the stamp outline to obtain the stamp insertion image.
Understandably, the transparentizing process is to mark the area portion of the white background as transparent, that is, to set the pixel value to the pixel value corresponding to the transparent mark, thereby obtaining the stamp insertion image.
The invention inserts the seal image file into the seal area, and the central point of the seal area is superposed with the central point of the seal image file; drawing a seal outline of the seal image file in the transparent image after the seal image file is inserted by an image marginalization technology; and carrying out transparentization treatment on the image area outside the seal outline to obtain the seal image, thus realizing the purpose of drawing the seal outline of the seal image file by the image marginalization technology, carrying out transparentization treatment on the image area outside the outline to obtain the seal image, and improving the accuracy and effectiveness of generating the seal image.
And S505, through an image synthesis technology, carrying out seal synthesis on the application form image and the seal insertion image to obtain the account opening seal file.
Understandably, the Image synthesis technology is an operation technology executed by using an Image synthesis (Image blending) code in an OpenCV language code, the seal is synthesized by using the application form Image as a background, the seal is inserted into the Image as a surface layer, a superposition processing process is performed by the Image synthesis technology, and the account opening seal file is obtained after the seal is synthesized.
The invention realizes that a transparent image with the same size as the application form image is created; according to the stamp using position information in the stamp using configuration information, a stamp area is positioned in the transparent image; inserting the stamp image file in the stamp using configuration information into the stamp area, and performing white removal processing on the inserted transparent image to obtain a stamp image; through image synthesis technology, will application form image with the seal image carries out the seal synthesis, obtains the seal file of opening an account, so, through establishing the transparent image of equidimension, and insert seal image file in transparent image's location seal region, obtain the seal image through removing white processing, through image synthesis technology at last, the seal file of opening an account is synthesized to the seal, consequently, has saved the time and the work load of opening an account application seal, has realized automatic seal, and the required application file that has the seal of automatic generation opening an account has shortened the time of opening an account greatly, has improved efficiency of opening an account to and reduced the threshold that the user required of opening an account.
And S60, sending all the account opening seal files and all the application forms corresponding to the information which does not need to be printed to a service auditing server for the service auditing server to carry out account opening auditing.
Understandably, all the account opening seal image files and all the application forms are sent to a service auditing server, the service auditing server conducts account opening auditing on the account opening seal image files and all the application forms, and the account opening is conducted on the user after the account opening auditing is passed.
The invention realizes that the account opening application information containing the account opening type and the account opening basic information in the account opening request is obtained by receiving the account opening request; the self-service auditing server acquires at least one account opening file template which comprises a file information template and printing requirement information and corresponds to the account opening type; filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; after passing the verification of an electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type; according to the stamp using configuration information, seal synthesis is carried out on the application form corresponding to the stamp using configuration information, and each open-account seal file is generated; sending all the account opening seal files and all the application forms to a service auditing server for auditing the account opening, acquiring an account opening file template from the service auditing server through an account opening request containing account opening basic information, filling the account opening basic information into the account opening file template through a text similarity algorithm to generate the application forms, acquiring a seal image file from an electronic signature server after the verification of the electronic seal server, acquiring seal configuration information and non-use seal information, carrying out seal synthesis on the application forms according to the seal configuration information to obtain the account opening seal files, sending all the account opening seal files and all the application forms corresponding to the non-use seal information to the service auditing server for auditing the account opening, thereby realizing the automatic generation of the application forms of each account opening and the automatic electronic seal server for acquiring the seal image file, and through carrying out seal synthesis on the application form, an account opening seal file is obtained, and the application file required by account opening is formed by on-line bonding, so that the accuracy and the safety of account opening information are improved, the safety of seal management is ensured, the preparation time of account opening application data and the seal application time are saved, the account opening time is greatly shortened, and the account opening efficiency is improved.
In an embodiment, a data processing apparatus is provided, and the data processing apparatus corresponds to the data processing method in the above embodiment one to one. As shown in fig. 8, the data processing apparatus includes a receiving module 11, an obtaining module 12, a padding module 13, a determining module 14, a synthesizing module 15, and a transmitting module 16. The functional modules are explained in detail as follows:
the system comprises a receiving module 11, a processing module and a sending module, wherein the receiving module is used for receiving an account opening request and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information;
an obtaining module 12, configured to obtain, from a service audit server, at least one account opening file template corresponding to the account opening type; the account opening file template comprises a file information template and stamp using demand information corresponding to the file information template;
the filling module 13 is configured to fill the account opening basic information and each of the file information templates by a text similarity algorithm to generate each application form; the file information templates correspond to the application forms one to one;
the determining module 14 is configured to, after passing the verification of the electronic seal server, obtain all seal image files corresponding to the seal types from the electronic signature server, add the seal image files to the stamp consumption requirement information corresponding to the seal image files, and determine the added stamp consumption requirement information as stamp consumption configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type;
a synthesizing module 15, configured to perform seal synthesis on the application form corresponding to each of the stamp use configuration information according to each of the stamp use configuration information, and generate each open-account seal file;
and the sending module 16 is configured to send all the account opening seal files and all the application forms corresponding to the non-use-seal information to a service auditing server, so that the service auditing server performs account opening auditing.
In one embodiment, as shown in fig. 9, the filling module 13 includes:
the query submodule 131 is configured to query, through the text similarity model, an account opening basic item that is matched with the application collecting item in the file information template from the account opening basic information, and determine the queried account opening basic item as an application item corresponding to the application collecting item; the file information template comprises an application collection item and an application item filling area corresponding to the application collection item; the account opening basic information comprises the account opening basic item and account opening basic data;
the filling sub-module 132 is configured to fill the account opening basic data corresponding to the application item into the application item filling area corresponding to the application collection item matched with the application item;
and an output sub-module 133, configured to determine each filled file information template as the application form corresponding to each file information template.
For specific limitations of the data processing apparatus, reference may be made to the above limitations of the data processing method, which are not described herein again. The various modules in the data processing apparatus described above may be implemented in whole or in part by software, hardware, and combinations thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as shown in fig. 10. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a data processing method.
In one embodiment, a computer device is provided, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and when the processor executes the computer program, the data processing method in the above embodiments is implemented.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, which, when executed by a processor, implements the data processing method in the above-described embodiments.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, databases, or other media used in embodiments provided herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-mentioned division of the functional units and modules is illustrated, and in practical applications, the above-mentioned function distribution may be performed by different functional units and modules according to needs, that is, the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-mentioned functions.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not substantially depart from the spirit and scope of the embodiments of the present invention, and are intended to be included within the scope of the present invention.
Claims (10)
1. A data processing method, comprising:
receiving an account opening request, and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information;
the self-service auditing server acquires at least one account opening file template corresponding to the account opening type; the account opening file template comprises a file information template and stamp using demand information corresponding to the file information template;
filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; the file information templates correspond to the application forms one to one;
after passing the verification of an electronic seal server, acquiring all seal image files corresponding to the seal types from the electronic signature server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type;
according to the stamp using configuration information, seal synthesis is carried out on the application form corresponding to the stamp using configuration information, and each open-account seal file is generated;
and sending all the account opening seal files and all the application forms corresponding to the information needing no printing to a service auditing server for the service auditing server to carry out account opening auditing.
2. The data processing method of claim 1, wherein the generating each application form by filling the account opening basic information and each of the document information templates through a text similarity algorithm comprises:
inquiring an account opening basic item matched with the application collecting item in the file information template from the account opening basic information through the text similarity model, and determining the inquired account opening basic item as an application item corresponding to the application collecting item; the file information template comprises an application collection item and an application item filling area corresponding to the application collection item; the account opening basic information comprises the account opening basic item and account opening basic data;
filling the account opening basic data corresponding to the application item into the application item filling area corresponding to the application collection item matched with the application item;
and determining each filled file information template as the application form corresponding to each file information template.
3. The data processing method according to claim 2, wherein the querying, through the text similarity model, an account opening basic item matching the application collecting item in the file information template from the account opening basic information, and determining the queried account opening basic item as the application item corresponding to the application collecting item comprises:
inputting the application collection items and each account opening basic item into the text similarity model;
calculating the similarity value of the collection item and each account opening basic item by a Word2vec similarity algorithm in the text similarity model;
and acquiring the account opening basic item corresponding to the maximum similarity value in all the similarity values through the text similarity model, and determining the acquired account opening basic item as the account opening basic item matched with the application collection item.
4. The data processing method according to claim 1, wherein said obtaining all seal image files corresponding to said seal type from said electronic signature server after passing authentication of said electronic seal server comprises:
sending the identity information in the account opening application information to the electronic seal server;
receiving a verification result; the verification result is generated after the electronic seal server performs identity verification on the identity information;
and when the verification result is that the verification is passed, acquiring all seal image files corresponding to the seal types from the electronic signature server.
5. The data processing method according to claim 1, wherein the seal composition of the application form corresponding to each of the stamp use configuration information according to each of the stamp use configuration information to generate each open-account seal file comprises:
converting the application form into an image by an image generation technology to obtain an application form image;
creating a transparent image with the same size as the application form image;
according to the stamp using position information in the stamp using configuration information, a stamp area is positioned in the transparent image;
inserting the stamp image file in the stamp using configuration information into the stamp area, and performing white removal processing on the inserted transparent image to obtain a stamp insertion image;
and through an image synthesis technology, carrying out seal synthesis on the application form image and the seal insertion image to obtain the opening seal file.
6. The data processing method according to claim 5, wherein the inserting the stamp image file in the stamp area in the stamp configuration information and performing the de-whitening process on the inserted transparent image to obtain a stamp insertion image comprises:
inserting the seal image file into the seal area, and enabling the central point of the seal area to be superposed with the central point of the seal image file;
drawing a seal outline of the seal image file in the transparent image after the seal image file is inserted by an image marginalization technology;
and carrying out transparentizing treatment on the image area outside the seal outline to obtain the seal insertion image.
7. A data processing apparatus, comprising:
the system comprises a receiving module, a sending module and a receiving module, wherein the receiving module is used for receiving an account opening request and acquiring account opening application information in the account opening request; the account opening application information comprises an account opening type and account opening basic information;
the acquisition module is used for acquiring at least one account opening file template corresponding to the account opening type from a service auditing server; the account opening file template comprises a file information template and stamp using demand information corresponding to the file information template;
the filling module is used for filling the account opening basic information and each file information template through a text similarity algorithm to generate each application form; the file information templates correspond to the application forms one to one;
the determining module is used for acquiring all seal image files corresponding to the seal types from the electronic signature server after the electronic seal server passes the verification of the electronic seal server, adding the seal image files into the seal using demand information corresponding to the seal image files, and determining the added seal using demand information as seal using configuration information; determining the printing demand information which is not increased as the printing unnecessary information; the seal using requirement information comprises a seal type;
the synthesis module is used for synthesizing the seal of the application form corresponding to each piece of stamp use configuration information according to each piece of stamp use configuration information to generate each account opening seal file;
and the sending module is used for sending all the account opening seal files and all the application forms corresponding to the information which does not need to be printed to a service auditing server so as to be used for the service auditing server to carry out account opening auditing.
8. The data processing apparatus of claim 7, wherein the population module comprises:
the query submodule is used for querying an account opening basic item matched with the application collecting item in the file information template from the account opening basic information through the text similarity model and determining the queried account opening basic item as the application item corresponding to the application collecting item; the file information template comprises an application collection item and an application item filling area corresponding to the application collection item; the account opening basic information comprises the account opening basic item and account opening basic data;
the filling sub-module is used for filling the account opening basic data corresponding to the application items into the application item filling area corresponding to the application collection items matched with the application items;
and the output submodule is used for determining each filled file information template as the application form corresponding to each file information template.
9. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the data processing method according to any one of claims 1 to 6 when executing the computer program.
10. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the data processing method according to any one of claims 1 to 6.
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| CN116823156A (en) * | 2023-06-07 | 2023-09-29 | 四川博思德信息技术有限公司 | Electronic seal management method and device |
| CN117633911A (en) * | 2024-01-18 | 2024-03-01 | 广东卓维网络有限公司 | Seal management method, device, computer equipment and medium |
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