CN113254418A - Medicine classification management data analysis system - Google Patents
Medicine classification management data analysis system Download PDFInfo
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- CN113254418A CN113254418A CN202110512110.6A CN202110512110A CN113254418A CN 113254418 A CN113254418 A CN 113254418A CN 202110512110 A CN202110512110 A CN 202110512110A CN 113254418 A CN113254418 A CN 113254418A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
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- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
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Abstract
The invention discloses a medicine classification management data analysis system which comprises a panel, wherein the panel, a database, system settings and CHM data specifications are all arranged in a DSC data operation platform, a data auditing module, a basic database module, an application database module, an enterprise organization data module and a knowledge base module are arranged in the database, a user management module, an organization management module, a region management module and a role management module are arranged in the system settings, and a standard database module, a data cleaning module and a cleaning progress statistics module are arranged in the CHM data specifications. The medicine classification management data analysis system provided by the invention has the advantages that the workload of manual operation is reduced, the data processing efficiency is effectively improved, the time consumption of data sharing is reduced, the data is conveniently and uniformly managed, the operation is simple, convenience is brought to user query, the workload of manual operation is greatly reduced, and the QC efficiency of the data is improved.
Description
Technical Field
The invention relates to the technical field of medicine classification management, in particular to a medicine classification management data analysis system.
Background
The Zhongkang medicine database management platform is used for carrying out manual correction according to business requirements of a project department, returning target data from a Zhongkang database after predetermined intelligent processing (mainly machine cleaning, manual cleaning, data amplification by a machine through sample data and other calculations) and then returning to manual quality rechecking, checking whether the data after cleaning and machine operation has the phenomena of machine misjudgment, human error and the like and does not accord with market rules, and thus, the Zhongkang medicine database management platform is close to the sales trend of actual conditions as much as possible. The accuracy of the data is ensured to the maximum extent, the data value is improved, and hidden deep market reasons (such as manufacturer promotion, product shortage/goods failure, market policy and the like) behind the changed data are mined through data change, so that analysis bases are provided for other research departments.
Disclosure of Invention
The invention aims to provide a medicine classification management data analysis system, which has the advantages of reducing the workload of manual operation, effectively improving the data processing efficiency, reducing the time consumption of data sharing, facilitating unified data management, being simple in operation, bringing convenience to user query, greatly reducing the workload of manual operation and improving the QC efficiency, and solves the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme: the utility model provides a medicine classification management data analysis system, includes my panel, database, system configuration and CHM data standard, my panel, database, system configuration and CHM data standard all set up in DSC data operation platform's inside, my panel is inside to be provided with personal information module and password modification module, the inside data audit module that is provided with of database, basic database module, application database module, enterprise organization data module and knowledge base module, be provided with user management module in the system configuration, the mechanism management module, regional management module and role management module, inside standard database module, data cleaning module and the statistical module of washing progress of being provided with of CHM data standard.
Further, the data auditing module comprises a derivation module and an auditing module, and the application database module comprises a CFDA registered product module and a label toolbox module.
Furthermore, a user adding module is arranged in the user management module, and a role distribution module is arranged in the role management module.
Furthermore, an artificial data cleaning platform module and a machine cleaning platform module are arranged in the data cleaning module, and a machine cleaning training module and a machine prediction training module are arranged in the machine cleaning platform module.
Furthermore, a QC key check brand list module, a new retail classification list module, a unit price changing list module, a unit price looking list module, a manufacturer history list module, a P category dictionary list module, a specification matching list module, a manufacturer matching list module, a name matching list module, a product standard list module, an abnormal product standard list module and a product category list module are arranged in the standard database module, the P category dictionary list module, the specification matching list module, the manufacturer matching list module and the name matching list module are mutually interacted with the machine cleaning platform module, and the QC key check brand list module is mutually interacted with the data cleaning module.
Furthermore, an artificial data cleaning module and a data rechecking module are arranged in the artificial data cleaning platform module, and the artificial data cleaning module comprises a matched data module, an unmatched data module, a P data module, a product standard table module, a non-P data page module and a P data page module.
Furthermore, a daily progress counting module, a person-day quality progress counting module, a person-day progress counting module and a quality progress counting module are arranged inside the cleaning progress counting module.
Furthermore, my panel, database, system setting and CHM data specification are all interconnected and interacted through a communication network, the machine prediction training module is interconnected and interacted with the manual data cleaning platform module through the communication network, the manual data cleaning module is interconnected and interacted with the machine cleaning platform module through the communication network, the manual data cleaning module is interconnected and interacted with the data rechecking module through the communication network, and the product standard meter module is interconnected and interacted with the data cleaning module through the communication network.
Compared with the prior art, the invention has the beneficial effects that:
1. according to the medicine classification management data analysis system provided by the invention, the set CHM data specification is used for providing a platform for transferring the data cleaning work from excel manual operation to intelligent operation. The method has the advantages that the workload of manual operation is reduced, the data processing efficiency is effectively improved, a data cleaning closed loop is formed, the data file transmission process is eliminated, the time consumption of data sharing is reduced, the data are conveniently managed in a unified mode, the set panel is used for checking and modifying personal basic information and login passwords, the operation is simple, the set database records basic data of medicines such as general names, medicine formulations and specifications can be stored, the basic data includes addition, deletion, query and modification of the data, enterprise information of different classifications can be recorded, medicine knowledge such as medicine specifications and disease symptoms can be stored, and convenience is brought to user query.
2. According to the medicine classification management data analysis system provided by the invention, the data cleaning module is arranged to unify the standard QC process, and the operation commonality part is solidified to the platform, so that the workload of manual operation is greatly reduced, the data QC efficiency is improved, the output of a finished data product is accelerated, and the accuracy and the integrity of the platform unified management data are facilitated. The data is preliminarily cleaned by executing machine learning related scripts in the machine cleaning platform module, the executing process comprises machine cleaning training and machine cleaning prediction, executing logs are recorded, related indexes are observed, and a data set is adjusted so as to reduce errors.
Drawings
FIG. 1 is an overall block diagram of the present invention;
FIG. 2 is a database module diagram of the present invention;
FIG. 3 is a block diagram of a system setup module of the present invention;
FIG. 4 is a block diagram of the CHM data Specification module of the present invention;
FIG. 5 is a block diagram of a standard database module of the present invention;
FIG. 6 is a block diagram of a manual data cleansing platform according to the present invention;
FIG. 7 is a diagram of a cleaning progress statistics module according to the present invention;
FIG. 8 is a partial block diagram of my panel of the present invention;
FIG. 9 is a block diagram of a portion of the system setup of the present invention;
FIG. 10 is a block diagram of a portion of a data audit module according to the present invention;
FIG. 11 is a partial block diagram of an application database module of the present invention;
FIG. 12 is a partial block diagram of the CHM data specification of the present invention;
FIG. 13 is a partial block diagram of a data cleansing module according to the present invention.
In the figure: 1. CHM data specification; 11. a standard database module; 110. a product standard table module; 111. QC key checks the brand table module; 112. a new retail classification table module; 113. a unit price table changing module; 114. a unit price table module is seen; 115. a manufacturer history table module; 116. a P099 item dictionary table module; 117. a specification matching table module; 118. a factory matching table module; 119. a name matching table module; 120. an abnormal product standard table module; 130. a product category table module; 12. a cleaning progress counting module; 121. a daily schedule statistics module; 122. a person-day quality progress statistics module; 123. a human-day progress statistics module; 124. a class progress statistics module; 13. a data cleaning module; 131. a manual data cleaning platform module; 132. a machine cleaning platform module; 133. a machine cleaning training module; 134. a machine prediction training module; 135. a manual data cleaning module; 136. a data review module; 137. a matching data module; 138. an unmatched data module; 139. a P099 data module; 140. a P099 data page module; 141. a non-P099 data page module; 2. my panel; 21. a personal information module; 22. a password modification module; 3. a database; 31. a data auditing module; 32. a base database module; 33. an application database module; 34. an enterprise organization data module; 35. a knowledge base module; 36. a derivation module; 37. an audit module; 38. registering a product module by the CFDA; 39. a label toolbox module; 4. setting a system; 41. a user management module; 42. an organization management module; 43. a region management module; 44. a role management module; 45. a user adding module; 46. and a role distribution module.
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 only a part of the embodiments of the present invention, and not all of the embodiments. 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.
Referring to fig. 1-13, a drug classification management data analysis system includes my panel 2, database 3, system settings 4 and CHM data specification 1, my panel 2, database 3, system setting 4 and CHM data standard 1 all set up in the inside of DSC data operation platform, my panel 2 is inside to be provided with personal information module 21 and password modification module 22, password modification module 22 is used for inputing original password and new password modification current user's login password, the inside of database 3 is provided with data audit module 31, basic database module 32, application database module 33, enterprise organization data module 34 and knowledge base module 35, data audit module 31 can carry out newly-increased or modification to more important data, need pass through appointed personnel audit, the operation just can take effect, basic database module 32 is used for: storing basic data of medicines such as common names, medicine dosage forms, specifications and the like, including addition, deletion, query and modification of data, an enterprise organization data module 34 is used for recording enterprise information of different classifications and carrying out coding and management through marks such as unified social credit codes, operation license numbers and the like, a knowledge base module 35 is used for storing medicine knowledge such as medicine specifications, disease symptoms and the like and providing user query, a data auditing module 31 comprises a derivation module 36 and an auditing module 37, an application database module 33 comprises a CFDA registered product module 38 and a label tool box module 39, the CFDA registered product module 38 integrates a CFDA imported medicine table and a CFDA domestic medicine table according to product codes, packaging specification association processing can be carried out on the integrated data, the label tool box module 39 carries out authority control on data association labels in the CFDA registered product table according to adaptation disease classification in the registered product table, the system setting 4 is provided with a user management module 41, an organization management module 42, a region management module 43 and a role management module 44, the user management module 41 can manage platform user information, edit, add and delete platform users, platform users forget passwords, the user passwords can be reset on the board, new roles can be reallocated to users, the user management module 41 can add platform users, the organization management module 42 is used for managing organizations to which the users belong, the region management module 43 is used for managing region information to which the organizations belong, the user management module 41 is provided with a user adding module 45, the role management module 44 is internally provided with a role allocation module 46, the role allocation module 46 is used for managing roles to which the users of the platform belong, the operation authority of the users can be controlled through the roles and allocated to different platform users, the CHM data specification 1 is internally provided with a standard database module 11, a standard database module, a user password management module, a user management module, a role management module, a user, The data cleaning module 13 and the cleaning progress counting module 12, the cleaning progress counting module 12 is internally provided with a daily progress counting module 121, a person-day class progress counting module 122, a person-day progress counting module 123 and a class progress counting module 124, the standard database module 11 is internally provided with a QC emphasis check brand list module 111, a new retail classification list module 112, a unit price changing list module 113, a unit price viewing list module 114, a manufacturer history list module 115, a P099 class dictionary list module 116, a specification matching list module 117, a manufacturer matching list module 118, a name matching list module 119, a product standard list module 110, an abnormal product standard list module 120 and a product class list module 130, the standard data list module 110 outputs a standard data list after data cleaning is finished, and the standard data list mainly comprises a list head screening display, viewing, modifying, exporting (exporting according to class and exporting to screening conditions), The abnormal QC key check brand list module 111 is used for managing QC key check list information, storing key data to be checked for reference in a data cleaning link, and comprises an import, export, query and modification new retail classification list module 112 for managing new retail classification information, subdividing different subclasses according to categories and arranging the subclasses into tree-shaped structure data, including query, modification and addition of next-level new retail classification operations, the unit price change list module 113 is used for managing unit price information of products in a standard list, adjusting the maximum amplitude and the minimum amplitude of the price of a single product according to the standard id of the product, including import, export, query and modification operations, and looking at the unit price information of the product managed by the unit price list module 114, maintaining the maximum unit price and the minimum unit price of different products in different specifications, including query, modification and new increase operations, the manufacturer history table module 115 manages manufacturer history table information and the replacement of manufacturer history names and new names, including import, export, query and modification, the P099 category dictionary table module 116 is mainly used for managing the P099 category dictionary table information and is used for matching P099 category fields during machine cleaning, including import, export, query and modification operations, the specification matching table module 117 is used for managing specification matching table information and is used for matching specification fields during machine cleaning, including import, export, query and modification, the manufacturer matching table module 118 is mainly responsible for managing manufacturer matching table information and is used for matching manufacturer fields during machine cleaning, including import, export, query and modification operations, the product name matching table module 119 is mainly used for managing product name matching table information and is used for matching product name fields during machine cleaning, including import, export, query and modification operations, the abnormal product standard table module 120 can manage the information of the abnormal product standard table, mainly looking at the data of unit price and recycle bin, including import, export, query and modification operations, the product category table module 130 is used for managing the information of the product category table, including import, export, query and modification operations, the P099 category dictionary table module 116, the specification matching table module 117, the manufacturer matching table module 118 and the name matching table module 119 are all interacted with the machine cleaning platform module 132, the QC verification brand table module 111 is interacted with the data cleaning module 13, the data cleaning module 13 is internally provided with a manual data cleaning platform module 131 and a machine cleaning platform module 132, the machine cleaning platform module 132 is internally provided with a machine cleaning training module 133 and a machine prediction training module 134, the manual data cleaning platform module 131 is internally provided with a manual data cleaning module 135 and a data review module 136, the manual data cleaning module 135 comprises a matched data module 137, an unmatched data module 138, a P099 data module 139, a non-P099 data page module 141 and a P099 data page module 140, my panel 2, database 3, system setting 4 and CHM data specification 1 are mutually connected and interacted through a communication network, the machine prediction training module 134 is mutually connected and interacted with the manual data cleaning platform module 131 through the communication network, the manual data cleaning module 135 is mutually connected and interacted with the machine cleaning platform module 132 through the communication network, the manual data cleaning module 135 is mutually connected and interacted with the data review module 136 through the communication network, and is mutually connected and interacted with the data cleaning module 13 through the communication network.
In summary, the CHM data specification 1 set in the drug classification management data analysis system is used to provide a platform for transferring data cleaning work from excel manual operation to intelligent operation. The workload of manual operation is reduced, and the data processing efficiency is effectively improved. The data cleaning closed loop is formed, a data file transmission process is eliminated, time consumption of data sharing is reduced, unified management of data is facilitated, the set panel 2 is used for checking and modifying personal basic information and login passwords, the operation is simple, a QC standard flow is unified through the data cleaning module 13, the operation commonality is solidified to the platform, the workload of manual operation is greatly reduced, the data QC efficiency is improved, output of data finished products is accelerated, and the accuracy and integrity of the platform unified management of data are facilitated. The data is initially cleaned by executing machine learning related scripts in the machine cleaning platform module 132, including machine cleaning training and machine cleaning prediction, and logging during execution, observing related metrics, and adjusting data sets to reduce errors.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be able to cover the technical solutions and the inventive concepts of the present invention within the technical scope of the present invention.
Claims (8)
1. A medicine classification management data analysis system comprises a My panel (2), a database (3), system settings (4) and CHM data specifications (1), and is characterized in that; my panel (2), database (3), system configuration (4) and CHM data standard (1) all set up in DSC data operation platform's inside, my panel (2) inside is provided with personal information module (21) and password modification module (22), the inside of database (3) is provided with data audit module (31), basic database module (32), application database module (33), enterprise organization data module (34) and knowledge base module (35), be provided with user management module (41) in system configuration (4), organization management module (42), regional management module (43) and role management module (44), CHM data standard (1) inside is provided with standard database module (11), data cleaning module (13) and washing progress statistics module (12).
2. The drug taxonomy management data analysis system according to claim 1, wherein: the data auditing module (31) comprises a derivation module (36) and an auditing module (37), and the application database module (33) comprises a CFDA registered product module (38) and a label toolbox module (39).
3. The drug taxonomy management data analysis system according to claim 1, wherein: the user adding module (45) is arranged in the user management module (41), and the role distribution module (46) is arranged in the role management module (44).
4. The drug classification management data analysis system according to claim 1, wherein the data cleaning module (13) is internally provided with a manual data cleaning platform module (131) and the machine cleaning platform module (132) is internally provided with a machine cleaning training module (133) and a machine prediction training module (134).
5. The drug taxonomy management data analysis system according to claim 1, wherein: the standard database module (11) is internally provided with a QC key check brand list module (111), a new retail classification list module (112), a unit price changing list module (113), a unit price table reading module (114), a manufacturer history list module (115), a P099 category dictionary list module (116), a specification matching list module (117), a manufacturer matching list module (118), a name matching list module (119), a product standard list module (110), an abnormal product standard list module (120) and a product category list module (130), the P099 category dictionary list module (116), the specification matching list module (117), the manufacturer matching list module (118) and the name matching list module (119) are mutually interacted with the machine cleaning platform module (132), and the QC key check brand list module (111) and the data cleaning module (13).
6. The drug triage management data analysis system of claim 4, wherein: the manual data cleaning platform module (131) is internally provided with a manual data cleaning module (135) and a data rechecking module (136), and the manual data cleaning module (135) comprises a matched data module (137), an unmatched data module (138), a P099 data module (139), a non-P099 data page module (141) and a P099 data page module (140).
7. The drug taxonomy management data analysis system according to claim 1, wherein: the cleaning progress counting module (12) is internally provided with a daily progress counting module (121), a person-day article progress counting module (122), a person-day progress counting module (123) and an article progress counting module (124).
8. The drug triage management data analysis system of claim 4, wherein: my panel (2), database (3), system setting (4) and CHM data standard (1) are all interconnected and interacted through a communication network, a machine prediction training module (134) is interconnected and interacted with an artificial data cleaning platform module (131) through the communication network, an artificial data cleaning module (135) is interconnected and interacted with a machine cleaning platform module (132) through the communication network, an artificial data cleaning module (135) is interconnected and interacted with a data rechecking module (136) through the communication network, and a product standard table module (110) is interconnected and interacted with a data cleaning module (13) through the communication network.
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Application publication date: 20210813 |