CN114219507A - Qualification auditing method and device for traditional Chinese medicine supplier, electronic equipment and storage medium - Google Patents
Qualification auditing method and device for traditional Chinese medicine supplier, electronic equipment and storage medium Download PDFInfo
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Abstract
The invention discloses a qualification auditing method, a device, electronic equipment and a storage medium of a traditional Chinese medicine supplier, wherein the qualification materials uploaded by a to-be-audited supplier are received, so that character recognition is carried out on qualification certificate images in the qualification materials to judge whether the qualification is complete and real, if the qualification is complete and real, a video connection request can be sent to a client terminal and an auditing terminal, so that video communication is established by utilizing the two terminals, and at the moment, an auditor can designate to check any production place and equipment of the to-be-audited supplier and carry out on-site questioning; through the design, the traditional field examination and verification is changed into on-line examination and verification, so that the examination and verification efficiency is improved, and the cost is reduced; meanwhile, the quality of the supplier and the production environment can be double checked, and the field check is carried out in a video mode, so that the authenticity of the check is ensured, and the problem of the quality of the traditional Chinese medicine is solved from the source.
Description
Technical Field
The invention belongs to the technical field of qualification audit, and particularly relates to a qualification audit method and device for a traditional Chinese medicine supplier, electronic equipment and a storage medium.
Background
Along with the rapid development of the economy of China and the rapid improvement of the living standard of people, people pay more and more attention to health, and in the aspects of treating chronic diseases and preventing diseases, the traditional Chinese medicine has incomparable advantages of western medicines, so that the demand of China for the traditional Chinese medicine is also turning to the quality aspect from the quantity aspect, and the quality safety of the traditional Chinese medicine is also paid more and more attention by practitioners and consumers.
At present, in China, according to the requirements of a drug administration, when a purchasing platform cooperates with a traditional Chinese medicine supplier, the purchasing platform must take the responsibility of qualification audit, and the audit content comprises the related operation certificate, the actual production capacity and the operation capacity of the traditional Chinese medicine supplier, so that whether the supplier is qualified or not can be judged according to the audit result, whether the supplier cooperates with the supplier or not can be determined, and if the traditional Chinese medicine quality problem occurs due to the untight audit, the platform side can also take the corresponding responsibility.
At present, most of the traditional Chinese medicine suppliers are examined and examined on the spot by a platform, and the following defects exist: the existing Chinese medicine production enterprises in China are large in quantity and distributed scattered, and with the increase of the number of suppliers, if one enterprise goes to examine on the spot, the examination efficiency is reduced, and the cost is increased; in addition, the platform also carries out periodic review on the suppliers in the cooperation period, and if the field investigation is adopted, the review cost is further increased; therefore, it is urgent to provide an efficient and low-cost auditing method for traditional Chinese medicine suppliers.
Disclosure of Invention
The invention aims to provide a qualification auditing method and device for a traditional Chinese medicine supplier, electronic equipment and a storage medium, which are used for solving the problems of high cost and low efficiency of the existing auditing mode.
In order to achieve the purpose, the invention adopts the following technical scheme:
the invention provides a qualification auditing method for a traditional Chinese medicine supplier, which comprises the following steps:
acquiring qualification materials of a to-be-examined supplier, wherein the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image;
performing character recognition on each qualification certificate image in the at least one qualification certificate image, and extracting character information in each qualification certificate image;
judging whether qualification materials of the to-be-examined nuclear supplier are complete and real according to the character information;
if so, respectively sending video connection requests to a client terminal and an auditing terminal so as to establish video communication between a nuclear supplier to be audited and an auditor after the client terminal and the auditing terminal receive the video connection requests, so that the auditor can audit the production environment and/or operation equipment of the nuclear supplier to be audited;
and receiving an audit result, and sending the audit result to the client terminal to complete qualification audit of the to-be-audited supplier.
Based on the disclosure, the traditional field examination and verification is changed into on-line examination and verification, namely, the qualification materials uploaded by the nuclear supplier to be examined are received, so that character recognition is carried out on the qualification certificate images in the qualification materials to judge whether the qualification is complete and real (whether a business license and a drug operation license exist or not and whether the certificate is real or not), if the qualification is complete and real, the operation production environment can be examined, namely, a video connection request is sent to a client terminal and an examination terminal, so that video communication is established by using the two terminals, and at the moment, an examiner can designate any production place and equipment of the nuclear supplier to be examined to carry out field questioning, thereby ensuring the authenticity of examination and avoiding the behavior of examination and counterfeiting.
Through the design, the traditional field examination and verification is changed into on-line examination and verification, so that the examination and verification efficiency is improved, and the cost is reduced; meanwhile, the quality of the supplier and the production environment can be double checked, and the field check is carried out in a video mode, so that the authenticity of the check is ensured, and the problem of the quality of the traditional Chinese medicine is solved from the source.
In one possible design, the host further includes: performing character recognition on each qualification certificate image in the at least one qualification certificate image, and extracting character information in each qualification certificate image, wherein the character recognition comprises the following steps:
preprocessing each qualification certificate image to obtain a binary image;
carrying out region division on the binary image to obtain at least one character recognition region image;
carrying out image segmentation on each character recognition area image in the at least one character recognition area image to obtain a plurality of character carrier images;
and performing character recognition on each character carrier image in the plurality of character carrier images through a character template database to obtain the character information.
Based on the above disclosure, the present invention discloses a specific method of character recognition, namely, detecting the region where the character is located, then segmenting the image of the region where the character is located, thereby obtaining the image only containing the character, and finally, performing character recognition on the segmented image through a character template database, thereby obtaining the character recognition result, namely, character information.
In one possible design, the obtaining the text information by performing text recognition on each text carrier image in a plurality of text carrier images through a text template database includes:
normalizing each character carrier image to obtain a normalized image corresponding to each character carrier image, wherein the normalization processing comprises character font normalization processing and character stroke width normalization processing;
extracting character features in each normalized image, comparing the character features with template character features in the character template database one by one, and taking the template character corresponding to the template character feature with the highest similarity as a recognition result;
and forming the text information by using the identification result of each normalized image.
Based on the above disclosure, the invention discloses a specific step of performing character recognition according to a character template database, namely, firstly performing normalization processing on a character carrier image (which has the function of realizing character recognition of different fonts and fonts so as to lay a foundation for character recognition work), then performing feature extraction, comparing the extracted character features with the features in the character template database one by one, and outputting the feature with the highest similarity as a recognition result, and finally combining all recognition results to obtain character information.
In one possible design, determining whether qualified materials of the under-review supplier are complete according to the text information includes:
judging whether a first key field exists in the text information, wherein the first key field is used for representing a qualification certificate name;
and if so, judging that the qualification materials of the to-be-examined nuclear supplier are complete.
Based on the above disclosure, by determining whether the identified text message has the key field representing the name of the qualification certificate, it can be determined whether the qualification materials are complete, that is, the first key field (such as keywords of a business license, a drug operation license, and the like) exists, it can be determined that the qualification materials of the to-be-examined supplier are complete, otherwise, the qualification materials are not complete, and the audit is not passed.
In one possible design, determining whether the qualification material of the under-review supplier is authentic according to the text information includes:
in the character information, character segments only containing numbers and/or letters are screened out
Extracting a text field, wherein the total number of extracted letters and/or numbers meets the preset digit number, and the text field contains a second key field and is used as a qualification material verification field, wherein the second key field comprises a uniform social credit code and a license number;
and performing matching query on a qualification material database by taking the qualification material verification field as a search field, and if a matching result is obtained, judging that the qualification material of the to-be-examined supplier is true.
Based on the above disclosure, the invention discloses a specific method for judging whether the qualification material is real, namely, firstly screening out the text field only containing numbers and/or letters, and then screening out the text field again according to the rules, which substantially comprises the following steps: screening out identity codes (namely unique codes) of various certificates, wherein if a business license corresponds to a uniform social credit code, and if a medicine license corresponds to a license number (namely a license number); and finally, inquiring whether the extracted verification field exists in the qualification database, so that the authenticity of the qualification material can be judged.
In one possible design, prior to obtaining qualified material from a reviewing supplier, the method further comprises:
acquiring enterprise information of each to-be-audited nuclear supplier;
arranging an audit plan of each supplier to be audited according to the enterprise information, wherein the audit plan comprises qualification materials to be audited, enterprise production environment and audit date;
and sending the audit plan of each to-be-audited supplier to the client terminal to prompt each to-be-audited supplier to send qualification materials within the corresponding audit date so as to perform qualification audit.
Based on the above disclosure, manual operation is reduced, and automation and intellectualization of audit are improved.
In one possible design, after sending the video connection request to the client terminal and the audit terminal, respectively, the method further includes:
recording voice information and video pictures in video communication between a supplier to be audited and auditors;
and storing the voice information and the video pictures into an auditing database so as to complete the backup of the voice information and the video pictures.
Based on the above disclosure, data backup can be performed during auditing so as to perform review, thereby further improving the quality of auditing.
In a second aspect, the present invention provides a qualification auditing device for a traditional Chinese medicine supplier, comprising:
the system comprises an acquisition unit, a verification unit and a verification unit, wherein the acquisition unit is used for acquiring qualification materials of a to-be-verified supplier, the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image;
the character recognition unit is used for carrying out character recognition on each qualification certificate image in the at least one qualification certificate image and extracting character information in each qualification certificate image;
the judging unit is used for judging whether the qualification materials of the to-be-examined supplier are complete and real according to the character information;
the sending unit is used for respectively sending video connection requests to a client terminal and an auditing terminal when the judging unit judges that the client terminal and the auditing terminal receive the video connection requests, and then establishing video communication between a to-be-audited supplier and an auditor so that the auditor can audit the production environment and/or the operating equipment of the to-be-audited supplier;
and the receiving unit is used for receiving the auditing result, and the sending unit is also used for sending the auditing result to the client terminal so as to complete qualification auditing of the to-be-audited supplier.
In a third aspect, the present invention provides an electronic device, comprising a memory, a processor and a transceiver, which are communicatively connected in sequence, wherein the memory is used for storing a computer program, the transceiver is used for sending and receiving messages, and the processor is used for reading the computer program and executing the qualification auditing method of the traditional Chinese medicine supplier as in the first aspect or any one of the possible designs in the first aspect.
In a fourth aspect, the present invention provides a storage medium having stored thereon instructions for performing a qualification audit method of the supplier of chinese herbs as contemplated in the first aspect or any one of the first aspects when the instructions are run on a computer.
In a fifth aspect, the present invention provides a computer program product comprising instructions which, when run on a computer, cause the computer to perform a qualification audit method for the supplier of traditional Chinese medicine as described in the first aspect or any one of the possible designs in the first aspect.
Drawings
FIG. 1 is a schematic diagram of a system architecture of a qualification auditing system of a traditional Chinese medicine supplier;
FIG. 2 is a flowchart illustrating the steps of the qualification auditing method for Chinese medicine suppliers according to the present invention;
FIG. 3 is a schematic structural diagram of a qualification auditing device of a Chinese medicine supplier according to the present invention;
fig. 4 is a schematic structural diagram of an electronic device provided in the present invention.
Detailed Description
The invention is further described with reference to the following figures and specific embodiments. It should be noted that the description of the embodiments is provided to help understanding of the present invention, but the present invention is not limited thereto. Specific structural and functional details disclosed herein are merely illustrative of example embodiments of the invention. This invention may, however, be embodied in many alternate forms and should not be construed as limited to the embodiments set forth herein.
It will be understood that, although the terms first, second, etc. may be used herein to describe various elements, these elements should not be limited by these terms. These terms are only used to distinguish one element from another. For example, a first element could be termed a second element, and, similarly, a second element could be termed a first element, without departing from the scope of example embodiments of the present invention.
It should be understood that, for the term "and/or" as may appear herein, it is merely an associative relationship that describes an associated object, meaning that three relationships may exist, e.g., a and/or B may mean: a exists alone, B exists alone, and A and B exist at the same time; for the term "/and" as may appear herein, which describes another associative object relationship, it means that two relationships may exist, e.g., a/and B, may mean: a exists independently, and A and B exist independently; in addition, for the character "/" that may appear herein, it generally means that the former and latter associated objects are in an "or" relationship.
Examples
As shown in fig. 1, a system architecture for application is provided for the present application, the system may include but is not limited to a client terminal (which may be but is not limited to a mobile phone, a tablet and/or a computer), an audit terminal (which may be but is not limited to a mobile phone, a tablet and/or a computer and a server, wherein the client terminal is configured for each traditional Chinese medicine supplier, and the audit terminal is configured for each purchasing platform, so that each traditional Chinese medicine supplier can upload qualification materials through the client terminal, and the server performs qualification audit by using the method provided in this embodiment, that is, after receiving the qualification materials uploaded by the traditional Chinese medicine supplier, it determines whether the qualification is complete and real, and after determining that the qualification is complete and real, sends a video connection request to the client terminal and the audit terminal, thereby implementing video communication between the traditional Chinese medicine supplier and the audit staff, so as to carry out video field audit on production environment, operation equipment and the like; through the design, the traditional field examination and verification is changed into on-line examination and verification, so that the examination and verification efficiency is improved, and the cost is reduced; meanwhile, the quality of the supplier and the production environment can be double checked, and the field check is carried out in a video mode, so that the authenticity of the check is ensured, and the problem of the quality of the traditional Chinese medicine is solved from the source.
Referring to fig. 2, the qualification auditing method for the traditional Chinese medicine supplier provided in the first aspect of the present embodiment may include, but is not limited to, the following steps S1 to S5; of course, the foregoing steps S1-S5 may be, but are not limited to being, performed on the server side.
S1, obtaining qualification materials of a to-be-examined supplier, wherein the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image.
In the embodiment, the qualification materials are uploaded by the unexamined supplier through the corresponding client terminals, and the uploading timing can be designated by the server, which is implemented as the following steps S01-S03.
And S01, acquiring enterprise information of each supplier to be audited.
And S02, arranging an audit plan of each supplier to be audited according to the enterprise information, wherein the audit plan comprises qualification materials to be audited, enterprise production environment and audit date.
And S03, sending the audit plan of each nuclear supplier to be audited to the client terminal to prompt each nuclear supplier to be audited to send qualification materials within the corresponding audit date so as to perform qualification audit.
The principle of the foregoing steps S01 to S03 is: for any traditional Chinese medicine supplier which is cooperated with or about to cooperate with the purchasing platform, a worker of the purchasing platform can pre-store enterprise information (including but not limited to enterprise name, registered fund, enterprise qualification and team scale) of each traditional Chinese medicine supplier into the server, the server can make a corresponding verification plan according to the enterprise information of each traditional Chinese medicine supplier, such as qualification materials, enterprise production environment, verification date and the like which need to be prepared, and finally, the server can send the verification plan to a client terminal to which the corresponding traditional Chinese medicine supplier belongs, so that each traditional Chinese medicine supplier can prepare the verification materials according to the verification plan and upload the qualification materials within the specified verification date; through the design, manual operation can be reduced, and the automation and the intellectualization of auditing are improved.
In this embodiment, for example and without limitation, the audit date may be arranged according to the enterprise qualification score, where the higher the enterprise qualification score is, the earlier the audit date is; the enterprise qualification score is obtained according to each index in the enterprise information, for example, on the basis of the foregoing example, different registered funds, enterprise qualifications, and team sizes correspond to different scores, and the following is specifically described by an example:
for example, the registered fund is less than 100 ten thousand, the score is 1, the score is between 100 and 500 ten thousand, the score is 3, the score is more than 500 ten thousand, and the score is 5; the quality number of the enterprise is less than 2, 1 is obtained, 2-4 are obtained, 3 is obtained, more than 4 are obtained, and 5 is obtained; the team scale is below 100 people, the score is 1, the score is 3 between 100-300 people, the score is 5 above 300 people, and different weights can be configured for the indexes to ensure the reasonability of the score; therefore, by the design, arrangement of the auditing date can be realized according to the qualification score of the enterprise.
After receiving the qualification materials uploaded by the supplier of the traditional Chinese medicine to be examined, the qualification materials can be examined, that is, whether the qualification materials are complete and real can be judged, as shown in the following steps S2, S3 and corresponding substeps.
And S2, performing character recognition on each qualification certificate image in the at least one qualification certificate image, and extracting character information in each qualification certificate image.
One specific method for providing text recognition is as shown in steps S21-S24:
s21, preprocessing each qualification certificate image to obtain a binary image; specifically, the pretreatment comprises the following steps: firstly, each qualification certificate image is converted into a gray level image, and then the gray level image is binarized to obtain a binarized image.
After the binary image is obtained, the character areas may be divided, so that the character recognition may be performed on each character area quickly, thereby increasing the recognition speed and accuracy, as shown in step S22 below.
S22, carrying out region division on the binary image to obtain at least one character recognition region image; specifically, the area division can be performed according to the character types, such as the typing type, the handwriting type and/or the different language types, and through the design, the characters of different types can be conveniently and uniformly recognized, so that the recognition accuracy is improved, and the recognition speed is improved.
After the character region division is performed, image segmentation may be performed to realize character recognition in the corresponding image, as shown in the following step S23.
S23, performing image segmentation on each character recognition area image in the at least one character recognition area image to obtain a plurality of character carrier images, where the image segmentation may specifically, but not limited to, include the following steps S231 and S232.
S231, calculating the distribution position of each character in each character recognition area image, and segmenting the character image from the corresponding character recognition area image according to the distribution position of each character to obtain a plurality of initial character carrier images, wherein each initial character carrier image in the plurality of initial character carrier images only contains one character.
And S232, carrying out inclination correction processing on the initial character carrier image to obtain a plurality of character carrier images.
Thus, through the foregoing steps S231 and S232, each character in the character recognition area can be separated, so as to realize the recognition of a single character; in this embodiment, when the text separation is performed in the step 231, the text separation may be performed according to, but not limited to, a text arrangement order, so that the text recognition results may be combined according to the text arrangement order, thereby facilitating the subsequent authenticity judgment.
After obtaining a plurality of character carrier images, character recognition can be performed, in this embodiment, the recognition result is obtained by comparing the character template database, as shown in the following step S24.
And S24, performing character recognition on each character carrier image in the plurality of character carrier images through a character template database to obtain the character information.
In the present embodiment, the principle of step S24 is to perform character recognition by performing feature comparison, as shown in steps S241 to S243 below.
And S241, carrying out normalization processing on each character carrier image to obtain a normalized image corresponding to each character carrier image, wherein the normalization processing comprises character font normalization processing and character stroke width normalization processing.
In the present embodiment, the reason why the normalization is performed is: because the font and the font of a Chinese character are various and the characteristics of the same Chinese character are different, in order to facilitate extracting the characteristics of the same Chinese character and identify the Chinese characters with different font and font, the normalization of the image is required before the characteristic extraction so as to improve the identification accuracy and speed.
In this embodiment, taking any text carrier image as an example, the text font normalization processing is specifically described, as shown in the following steps:
the first step is as follows: for any character carrier image, the number of rows and columns of any character carrier image is obtained, and a block g is determined in any character carrier image.
And secondly, calculating the gray value and the characteristic structure of the image block g at the positions of the first row and the first column from the pixel points of the first row and the first column until i is less than or equal to M/M or j is less than or equal to N/N, and taking the image block g with the gray value and the characteristic structure in a preset range in the calculation process as a final character normalized image.
The gray value P (g) of the image block g is calculated by the following formula:
P(g）＝(∑Pi，j/(m×n))n100％ (1≤i≤m，1≤j≤m)
where M (m.ltoreq.M) and N (n.ltoreq.N, M and N being constants) respectively represent the length and width of the block g, Pi，jAnd (4) representing the pixel points of the ith row and the jth column.
And the calculation formula of the characteristic structure of the block g is as follows:
GM*N＝(gx，y m*n) (1≤x≤[M/m]，1≤y≤[N/n])
in the above formula, GM*NRepresenting the characteristic structure of the tile g, x and y represent the pixel abscissa and ordinate, respectively, of the tile g.
After the character font is normalized, stroke width normalization is required for the image after the font normalization, which is essentially to change the image into a skeleton with only one pixel width, that is, to find a central axis or skeleton of the graph, and replace the graph with the skeleton, that is, after the stroke width normalization is performed, the pixel width of the image becomes 1, and the image can still maintain structural information of the original image, such as position, direction, length, and the like, so as to improve the recognition speed and the recognition accuracy of the character.
After normalization processing is performed on each text carrier image, feature extraction may be performed for text recognition, as shown in step S242 below.
And S242, extracting character features in each normalized image, comparing the character features with template character features in the character template database one by one, and taking the template character corresponding to the template character feature with the highest similarity as a recognition result.
In this embodiment, for example, but not limited to, using a Long Short Term Memory (LSTM) as a special-structured RNN (Recurrent Neural Networks) to extract character features and perform similarity comparison with template character features in a text template database.
In this embodiment, the text template database may include, but is not limited to, numbers, letters, chinese characters, and/or pinyin, and the extraction of the character features of the template in the text template database is consistent with the extraction principle of the character features in the normalized image, which is not repeated herein.
After the text recognition result in each normalized image is obtained, the recognized text can be used to form text information, as shown in the following step S243.
S243, forming the text information by using the identification result of each normalized image; specifically, but not limited to, combining the character information according to the order of character separation performed in step 231, that is, combining the character information according to the order of arrangement of characters in the original image; therefore, the subsequent extraction of the key fields can be facilitated, so as to make a judgment on whether the qualified material is complete and authentic, as shown in the following step S3 and its sub-steps.
And S3, judging whether the qualification materials of the to-be-examined nuclear supplier are complete and real according to the character information.
In this embodiment, the following method is used to determine whether the qualified materials of the trial supplier are complete, as shown in steps S31 and S32:
and S31, judging whether a first key field exists in the text message or not, wherein the first key field is used for representing the name of the qualification certificate.
And S32, if so, judging that the qualification materials of the nuclear supplier to be examined are complete.
The principle of the foregoing steps S31 and S32 is: whether the identified text information includes a first key field for representing the name of the qualification certificate is judged, if so, the qualification of the to-be-examined supplier can be determined to be complete, otherwise, the first key field is not complete, for example, whether fields such as a business license, a drug operation license and the like are included, of course, the first key field is preset by an auditor, can be specifically set according to the type of the traditional Chinese medicine operated by the to-be-examined supplier, can be qualified by the nation for the qualification certificate required by the industry, and is not limited to the two qualification certificates in the foregoing examples.
Meanwhile, the following steps S33-S35 are adopted for the authenticity judgment of the qualification material.
And S33, screening out text fields only containing numbers and/or letters in the text information.
And S34, extracting a text field, wherein the total number of the extracted letters and/or numbers meets the preset digit number, and the text field contains a second key field and is used as a qualification material verification field, wherein the second key field comprises a unified social credit code and a license number.
And S35, performing matching query on a qualification material database by taking the qualification material verification field as a search field, and if a matching result is obtained, judging that the qualification material of the to-be-examined supplier is true.
The principle of the foregoing steps S33 to S35 is: the authenticity is judged according to the identification (namely, the unique code) of each qualification certificate, for example, for a business license, the corresponding identification is a unified social credit code, for a pharmaceutical operation license, the corresponding identification is a license number, namely, a certificate number, of course, the other qualification certificates are subject to the corresponding identification numbers, and no limitation is made herein; therefore, in this embodiment, only the unique code of each qualification certificate is extracted from the identified text information, so as to perform querying according to the unique code, thereby determining the authenticity of the material, that is, if a result is queried, the qualification certificate exists, that is, it is authentic, otherwise, it is not authentic.
Of course, in this embodiment, the total number of letters and/or numbers satisfies the preset number of digits, and the text field containing the second key field may be preset according to different qualification certificates, for example, a business license is used as a qualification material, so that the unified social credit code thereof is 18 digits and is composed of numbers and/or letters, and the total of five parts are five, wherein the first part is the 1 st digit representing the code of the registration management department, the second part is the 2 nd digit representing the taxpayer category code of an enterprise and the like, the third part is the 3 rd to 8 th digits representing the code of the administrative district of the registration management department, the fourth part is the 9 th to 17 th digits as the main body identification code, and the fifth part is the 18 th digit representing the verification code; thus, for a business license, the total number of letters and/or numbers is 18, and the corresponding second key field is the first entry authority code (i.e., the drug administration); similarly, the same principle is also adopted for the medicine operation license, and the details are not repeated herein.
After the corresponding code field is extracted in step S34, a matching search can be performed in the qualification material database, that is, the uniqueness codes of various qualification certificates of each supplier, such as the uniform social credit code corresponding to a business license, the license number (i.e., certificate number) of a drug operation license, and the uniqueness codes corresponding to other qualification certificates are stored in the qualification material database, and the qualification material can be determined to be authentic if the same uniqueness codes are matched according to the qualification material verification field, and is not authentic if the same uniqueness codes are matched.
Therefore, through the auditing method detailed in the steps S1-S3, the traditional field examination and auditing are changed into on-line auditing, so that the auditing efficiency is improved, and the cost is reduced.
In this embodiment, if the data is judged to be incomplete, the authenticity judgment is not required, and if the data is judged to be not authentic, the subsequent step S4 is not required.
In this embodiment, when the data is judged to be complete and real, the next audit can be performed, that is, the on-site connection, the video audit, the on-site production environment and/or the operation equipment of the traditional Chinese medicine supplier, and the like can be performed, so as to further improve the quality of the audit, as shown in the following step S4.
And S4, if so, respectively sending video connection requests to a client terminal and an auditing terminal so as to establish video communication between the nuclear supplier to be audited and an auditor after the client terminal and the auditing terminal receive the video connection requests, so that the auditor can audit the production environment and/or the operating equipment of the nuclear supplier to be audited.
In this embodiment, after determining that the materials are complete and real, the server sends video connection requests to the auditor and the to-be-audited party, that is, sends video connection requests to the client terminal corresponding to the to-be-audited supplier and the auditor terminal corresponding to the auditor, so as to establish video communication connection between the client terminal and the auditor, and the auditor can directly request to view any workplaces and/or working equipment of the to-be-audited supplier, and perform on-site questioning and the like; therefore, the video mode is adopted for on-site auditing, so that the auditing authenticity is ensured, the auditing quality is improved, and the problem of the quality of the traditional Chinese medicine is restrained from the source.
When the auditor determines that the qualification of the nuclear supplier to be audited is qualified after the video audit, the final audit result can be filled in the audit terminal and uploaded to the server, and the server can forward the audit result to the client terminal so that the nuclear supplier to be audited can know the audit result, thereby completing the audit process, as shown in the following step S5.
And S5, receiving the verification result, and sending the verification result to the client terminal to complete qualification verification of the to-be-verified nuclear supplier.
In addition, in this embodiment, videos in a video auditing process can be recorded, that is, voice information and video pictures in video communication between a supplier to be audited and an auditor are recorded, and the voice information and the video pictures are stored in an auditing database to complete backup of the voice information and the video pictures; therefore, data can be stored, and rechecking is facilitated; meanwhile, the voice information and the video picture can be uploaded to a rechecking department for rechecking, so that the quality of the audit is further improved.
Therefore, through the qualification auditing method of the traditional Chinese medicine supplier, which is described in detail in the steps S1-S5 and the substeps, the traditional field examination auditing is changed into on-line auditing, so that the auditing efficiency is improved, and the cost is reduced; meanwhile, the quality of the supplier and the production environment can be double checked, and the field check is carried out in a video mode, so that the authenticity of the check is ensured, and the problem of the quality of the traditional Chinese medicine is solved from the source.
As shown in fig. 3, a second aspect of this embodiment provides a hardware device for implementing the qualification auditing method of the traditional Chinese medicine supplier in the first aspect of this embodiment, including:
the system comprises an acquisition unit, a verification unit and a management unit, wherein the acquisition unit is used for acquiring qualification materials of a to-be-verified supplier, the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image.
And the character recognition unit is used for performing character recognition on each qualification certificate image in the at least one qualification certificate image and extracting character information in each qualification certificate image.
And the judging unit is used for judging whether the qualification materials of the to-be-examined supplier are complete and real according to the character information.
And the sending unit is used for respectively sending video connection requests to a client terminal and an auditing terminal when the judging unit judges that the client terminal and the auditing terminal receive the video connection requests, and then establishing video communication between the to-be-audited supplier and an auditor so that the auditor can audit the production environment and/or the operating equipment of the to-be-audited supplier.
And the receiving unit is used for receiving the auditing result, and the sending unit is also used for sending the auditing result to the client terminal so as to complete qualification auditing of the to-be-audited supplier.
For the working process, the working details, and the technical effects of the hardware apparatus provided in this embodiment, reference may be made to the first aspect of the embodiment, which is not described herein again.
As shown in fig. 4, a third aspect of this embodiment provides another qualification auditing apparatus for a traditional Chinese medicine supplier, taking an apparatus as an electronic device, including: the system comprises a memory, a processor and a transceiver which are sequentially communicated, wherein the memory is used for storing a computer program, the transceiver is used for receiving and sending messages, and the processor is used for reading the computer program and executing the qualification auditing method of the traditional Chinese medicine supplier according to the first aspect of the embodiment.
For example, the Memory may include, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Flash Memory (Flash Memory), a First In First Out (FIFO), and/or a First In Last Out (FILO), and the like; the processor may not be limited to a microprocessor of a model number STM32F105 series, a reduced instruction set computer (RSIC) microprocessor, an architecture processor such as X86, or a processor integrated with a neural-Network Processing Unit (NPU); the transceiver may be, but is not limited to, a wireless fidelity (WIFI) wireless transceiver, a bluetooth wireless transceiver, a General Packet Radio Service (GPRS) wireless transceiver, a ZigBee wireless transceiver (ieee802.15.4 standard-based low power local area network protocol), a 3G transceiver, a 4G transceiver, and/or a 5G transceiver, etc. In addition, the device may also include, but is not limited to, a power module, a display screen, and other necessary components.
For the working process, the working details, and the technical effects of the electronic device provided in this embodiment, reference may be made to the first aspect of the embodiment, which is not described herein again.
A fourth aspect of the present embodiment provides a storage medium storing instructions including the method for auditing the qualification of a traditional Chinese medicine provider according to the first aspect of the present embodiment, that is, the storage medium stores instructions that, when executed on a computer, perform the method for auditing the qualification of a traditional Chinese medicine provider according to the first aspect.
The storage medium refers to a carrier for storing data, and may include, but is not limited to, a floppy disk, an optical disk, a hard disk, a flash Memory, a flash disk and/or a Memory Stick (Memory Stick), etc., and the computer may be a general-purpose computer, a special-purpose computer, a computer network, or other programmable devices.
For the working process, the working details, and the technical effects of the storage medium provided in this embodiment, reference may be made to the first aspect of the embodiment, which is not described herein again.
A fifth aspect of the present embodiment provides a computer program product comprising instructions, which when run on a computer, cause the computer to perform the method for auditing the qualification of a supplier of traditional Chinese medicine according to the first aspect of the present embodiment, wherein the computer may be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device.
Finally, it should be noted that: the above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A qualification auditing method for a traditional Chinese medicine supplier is characterized by comprising the following steps:
acquiring qualification materials of a to-be-examined supplier, wherein the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image;
performing character recognition on each qualification certificate image in the at least one qualification certificate image, and extracting character information in each qualification certificate image;
judging whether qualification materials of the to-be-examined nuclear supplier are complete and real according to the character information;
if so, respectively sending video connection requests to a client terminal and an auditing terminal so as to establish video communication between a nuclear supplier to be audited and an auditor after the client terminal and the auditing terminal receive the video connection requests, so that the auditor can audit the production environment and/or operation equipment of the nuclear supplier to be audited;
and receiving an audit result, and sending the audit result to the client terminal to complete qualification audit of the to-be-audited supplier.
2. The method of claim 1, wherein performing text recognition on each of the at least one qualified document images to extract text information from each qualified document image comprises:
preprocessing each qualification certificate image to obtain a binary image;
carrying out region division on the binary image to obtain at least one character recognition region image;
carrying out image segmentation on each character recognition area image in the at least one character recognition area image to obtain a plurality of character carrier images;
and performing character recognition on each character carrier image in the plurality of character carrier images through a character template database to obtain the character information.
3. The method of claim 2, wherein the text information is obtained by text recognition of each text carrier image in a plurality of text carrier images via a text template database, comprising:
normalizing each character carrier image to obtain a normalized image corresponding to each character carrier image, wherein the normalization processing comprises character font normalization processing and character stroke width normalization processing;
extracting character features in each normalized image, comparing the character features with template character features in the character template database one by one, and taking the template character corresponding to the template character feature with the highest similarity as a recognition result;
and forming the text information by using the identification result of each normalized image.
4. The method of claim 1, wherein determining whether qualified materials of the reviewing vendor are complete according to the textual information comprises:
judging whether a first key field exists in the text information, wherein the first key field is used for representing a qualification certificate name;
and if so, judging that the qualification materials of the to-be-examined nuclear supplier are complete.
5. The method of claim 1, wherein determining whether the qualification material of the reviewing supplier is authentic according to the textual information comprises:
screening out text fields only containing numbers and/or letters in the text information;
extracting a text field, wherein the total number of extracted letters and/or numbers meets the preset digit number, and the text field contains a second key field and is used as a qualification material verification field, wherein the second key field comprises a uniform social credit code and a license number;
and performing matching query on a qualification material database by taking the qualification material verification field as a search field, and if a matching result is obtained, judging that the qualification material of the to-be-examined supplier is true.
6. The method of claim 1, wherein prior to obtaining qualified material from a reviewing vendor, the method further comprises:
acquiring enterprise information of each to-be-audited nuclear supplier;
arranging an audit plan of each supplier to be audited according to the enterprise information, wherein the audit plan comprises audit date, qualification materials to be audited and enterprise production environment;
and sending the audit plan of each to-be-audited supplier to the client terminal to prompt each to-be-audited supplier to send qualification materials within the corresponding audit date so as to perform qualification audit.
7. The method of claim 1, wherein after sending the video connection request to the client terminal and the audit terminal, respectively, the method further comprises:
recording voice information and video pictures in video communication between a supplier to be audited and auditors;
and storing the voice information and the video pictures into an auditing database so as to complete the backup of the voice information and the video pictures.
8. A qualification auditing device of a traditional Chinese medicine supplier is characterized by comprising:
the system comprises an acquisition unit, a verification unit and a verification unit, wherein the acquisition unit is used for acquiring qualification materials of a to-be-verified supplier, the qualification materials comprise at least one qualification certificate image, and the qualification certificate image comprises a business license image and an operation license image;
the character recognition unit is used for carrying out character recognition on each qualification certificate image in the at least one qualification certificate image and extracting character information in each qualification certificate image;
the judging unit is used for judging whether the qualification materials of the to-be-examined supplier are complete and real according to the character information;
the sending unit is used for respectively sending video connection requests to a client terminal and an auditing terminal when the judging unit judges that the client terminal and the auditing terminal receive the video connection requests, and then establishing video communication between a to-be-audited supplier and an auditor so that the auditor can audit the production environment and/or the operating equipment of the to-be-audited supplier;
and the receiving unit is used for receiving the auditing result, and the sending unit is also used for sending the auditing result to the client terminal so as to complete qualification auditing of the to-be-audited supplier.
9. An electronic device, comprising: the system comprises a memory, a processor and a transceiver which are sequentially communicated, wherein the memory is used for storing a computer program, the transceiver is used for receiving and sending messages, and the processor is used for reading the computer program and executing the qualification auditing method of the traditional Chinese medicine supplier according to any one of claims 1-7.
10. A storage medium, characterized by: the storage medium stores instructions which, when run on a computer, perform the qualification auditing method of a traditional Chinese medicine supplier according to any one of claims 1-7.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115086354A (en) * | 2022-05-31 | 2022-09-20 | 北京融讯智晖技术有限公司 | User data management system for video cloud fusion |
| CN117709858A (en) * | 2024-02-06 | 2024-03-15 | 深圳市企企通科技有限公司 | AI-based multi-metal provider admission data verification method, device and equipment |
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2021
- 2021-12-14 CN CN202111531732.XA patent/CN114219507A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115086354A (en) * | 2022-05-31 | 2022-09-20 | 北京融讯智晖技术有限公司 | User data management system for video cloud fusion |
| CN117709858A (en) * | 2024-02-06 | 2024-03-15 | 深圳市企企通科技有限公司 | AI-based multi-metal provider admission data verification method, device and equipment |
| CN117709858B (en) * | 2024-02-06 | 2024-05-17 | 深圳市企企通科技有限公司 | AI-based multi-metal provider admission data verification method, device and equipment |
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