Method and device for monitoring and tracking operation timeliness of logistics personnel

Abstract

The invention relates to the technical field of logistics personnel operation tracking, and discloses an operation timeliness monitoring and tracking method for logistics personnel. Comprising the steps of setting express time efficiency assessment information, and obtaining the express time efficiency assessment information; obtaining express service process information, extracting data resource information and data resource list information in the express service process information, and carrying out data processing on the data resource information and the data resource list information to generate express service aging data volume information; obtaining express service time-efficient data volume information and data storage principle information after data cleaning, and generating a database table structure according to the express service time-efficient data volume information and the data storage principle information; establishing a data analysis platform through a database table structure; the system has the advantages of facilitating real-time tracking of cargo positions and mastering of cargo operation conditions.

Description

Technical Field

[0001] The present invention relates to the technical field of logistics personnel operation tracking, and in particular to a method and device for monitoring and tracking the operation timeliness of logistics personnel. Background Art

[0002] With the rise of Internet shopping, people's demand for express logistics is also increasing. The operation time monitoring and tracking of express logistics company staff has become the key to ensure the quality of logistics services. In response to the demand for industry service quality, there is a lack of a tool and technology that can monitor and track the operation time of logistics company staff, as well as related tools and technologies.

[0003] Therefore, a method and device for monitoring and tracking the operation time efficiency of logistics personnel are provided to solve the above problems. Summary of the invention

[0004] The main purpose of the present invention is to solve the technical problem in the prior art that there is a lack of a tool that can monitor and track the operation time of logistics company staff, as well as related tools.

[0005] A first aspect of the present invention provides a method for monitoring and tracking the operation time efficiency of logistics personnel, and the method for monitoring and tracking the operation time efficiency of logistics personnel comprises: Set the express delivery time efficiency assessment information and obtain the express delivery time efficiency assessment information; Acquire express business process information, extract data resource information and data resource list information in the express business process information, and process the data resource information and data resource list information to generate express business timeliness data volume information; Obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; Establish a data analysis platform through database table structure.

[0006] Optionally, the setting of the express delivery time efficiency assessment information and the acquisition of the express delivery time efficiency assessment information include: Setting express delivery time efficiency assessment information, the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; Obtaining waybill information, including waybill number information, consignor information, consignee information, shipping address information, and receiving address information; Obtaining cargo information, including cargo name information, cargo quantity information, cargo weight information, cargo volume information, and cargo packaging method information; Acquire transportation information, the transportation information including: transportation mode information, transportation vehicle information, driver information, transportation route information, estimated departure time information and estimated arrival time information; Acquiring status information, wherein the status information includes current location information of the cargo, cargo transportation status information, and cargo abnormality information; The organizational structure information is obtained, wherein the organizational structure information includes express distribution information and employee information.

[0007] Optionally, the data resource information and the data resource list information are processed to generate the express service time-efficiency data volume information, including: Through ETL tools, data resource information and data resource list information are extracted, cleaned and converted to generate express delivery business timeliness data volume information.

[0008] Optionally, the obtaining of the processed express delivery service timeliness data volume information and data storage principle information, and generating a database table structure according to the express delivery service timeliness data volume information and the data storage principle information includes: Obtain the processed express delivery service timeliness data volume information and data storage principle information; According to the express business timeliness data volume information and data storage principle information, data resource directory information, data source information, data flow information and data transformation information are generated; Generate a database table structure based on data resource directory information, data source information, data flow information and data transformation information.

[0009] Optionally, also include: Obtain data sharing commands, call data resource directory information, and generate shared data information according to the data sharing commands and data resource directory information; Get the data exchange command, call the data resource directory information, and generate the exchange data information according to the data exchange command and the data resource directory information.

[0010] Optionally, also include: Get the data flow tracking command, call the data source information, data flow information and data transformation information, and generate the data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

[0011] Optionally, establishing a data analysis platform through a database table structure further includes: The timeliness prediction model is established through the SVM support vector machine, and the database table structure information is called to generate prediction problem information and prediction trend information through the timeliness prediction model.

[0012] A second aspect of the present invention provides a device for monitoring and tracking the operation time efficiency of logistics personnel, the device comprising: The assessment information setting and acquisition module is used to set and acquire the express delivery time efficiency assessment information; The business timeliness data information generation module is used to obtain the express business process information, extract the data resource information and data resource list information in the express business process information, and perform data processing on the data resource information and the data resource list information to generate the express business timeliness data volume information; A database table structure generation module is used to obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; The analysis platform generation module is used to establish a data analysis platform through the database table structure.

[0013] The assessment information setting and acquisition module includes: an assessment information setting unit, a waybill information acquisition unit, a cargo information acquisition unit, a transportation information acquisition unit, a status information acquisition unit and an organizational structure information acquisition unit; An assessment information setting unit, used to set express delivery time efficiency assessment information, wherein the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; A waybill information acquisition unit, used to acquire waybill information, wherein the waybill information includes waybill number information, consignor information, consignee information, shipping address information and receiving address information; A cargo information acquisition unit, used to acquire cargo information, wherein the cargo information includes cargo name information, cargo quantity information, cargo weight information, cargo volume information and cargo packaging method information; A transport information acquisition unit, used to acquire transport information, the transport information including: transport mode information, transport vehicle information, driver information, transport route information, estimated departure time information and estimated arrival time information; A status information acquisition unit, used to acquire status information, wherein the status information includes current location information of the cargo, cargo transportation status information and cargo abnormality information; The organizational structure information acquisition unit is used to acquire organizational structure information, wherein the organizational structure information includes express distribution information and employee information.

[0014] The database table structure generation module includes: a first data acquisition unit, a data sorting and generation unit, a database table structure generation unit, a data sharing unit, a data exchange unit and a data tracking unit; The first data acquisition unit is used to acquire the time-sensitive data volume information and data storage principle information of the express delivery business after data processing; The data sorting and generating unit is used to sort and generate data resource directory information, data source information, data flow information and data transformation information according to the express business timeliness data volume information and data storage principle information; The database table structure generating unit is used to generate a database table structure according to the data resource directory information, data source information, data flow information and data transformation information; The data sharing unit is used to obtain a data sharing command, call the data resource directory information, and generate shared data information according to the data sharing command and the data resource directory information; The data exchange unit is used to obtain a data exchange command, call the data resource directory information, and generate exchange data information according to the data exchange command and the data resource directory information; The data tracking unit is used to obtain a data flow tracking command, call data source information, data flow information and data transformation information, and generate data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

[0015] A third aspect of the present invention provides an electronic device, the electronic device comprising a memory and at least one processor, the memory storing instructions; The at least one processor calls the instructions in the memory to enable the electronic device to execute the various steps of the method for monitoring and tracking the operation timeliness of logistics personnel as described above.

[0016] A fourth aspect of the present invention provides a computer-readable storage medium having instructions stored thereon, which, when executed by a processor, implement the various steps of the method for monitoring and tracking the operation timeliness of logistics personnel as described above.

[0017] In the technical solution of the present invention, the express delivery time efficiency assessment information is used to facilitate real-time tracking of the location of the goods and grasp the operation status of the goods; and according to the information in the time efficiency assessment information, the operation time efficiency of each link can be grasped, such as delays, timely transfer, to avoid long delays or even loss of goods. The present invention establishes a data analysis platform, the system monitors data improvement, data analysis, finds operational bottleneck problems, urges the improvement of distribution operations, and improves the transit time efficiency of goods; the present invention ensures the time efficiency of goods by monitoring and tracking the operation time efficiency, and can provide customers with a better service experience, thereby enhancing the brand image. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] Figure 1 A flow chart of a method for monitoring and tracking the operation time efficiency of logistics personnel provided by a first embodiment of the present invention; Figure 2 A flow chart of a method for monitoring and tracking the operation time efficiency of logistics personnel provided by a second embodiment of the present invention; Figure 3 A flowchart of a method for monitoring and tracking the operation time efficiency of logistics personnel provided by a third embodiment of the present invention; Figure 4 A schematic diagram of the structure of a device for monitoring and tracking the operation time efficiency of logistics personnel provided by an embodiment of the present invention; Figure 5 A schematic diagram of the structure of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0019] The embodiment of the present invention provides a method for monitoring and tracking the operation timeliness of logistics personnel, including setting express timeliness assessment information, obtaining express timeliness assessment information; obtaining express business process information, extracting data resource information and data resource list information in the express business process information, and performing data processing on the data resource information and the data resource list information to generate express business timeliness data volume information; obtaining express business timeliness data volume information and data storage principle information that have been cleaned up, and generating a database table structure according to the express business timeliness data volume information and the data storage principle information; establishing a data analysis platform through the database table structure; the present invention solves the problem in the prior art of lacking a tool that can monitor and track the operation timeliness of logistics company staff, as well as related tools.

[0020] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "including" or "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0021] For ease of understanding, the specific process of the embodiment of the present invention is described below. Figure 1 The first embodiment of the method for monitoring and tracking the operation time efficiency of logistics personnel in the embodiment of the present invention includes: Set the express delivery time efficiency assessment information and obtain the express delivery time efficiency assessment information; Specifically, it includes: setting express delivery time efficiency assessment information, wherein the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; Obtaining waybill information, including waybill number information, consignor information, consignee information, shipping address information, and receiving address information; Obtaining cargo information, including cargo name information, cargo quantity information, cargo weight information, cargo volume information, and cargo packaging method information; Acquire transportation information, the transportation information including: transportation mode information, transportation vehicle information, driver information, transportation route information, estimated departure time information and estimated arrival time information; Acquiring status information, wherein the status information includes current location information of the cargo, cargo transportation status information, and cargo abnormality information; Obtain organizational structure information, which includes express distribution information and employee information. In this embodiment, the location of the goods can be tracked in real time through waybill information, cargo information, transportation information, status information and organizational structure information, and the cargo operation status can be mastered, so that the control over the entire cargo transportation process is high and the feedback efficiency is high.

[0022] Acquire express business process information, extract data resource information and data resource list information from the express business process information, perform data processing on the data resource information and data resource list information to generate express business time-efficiency data volume information, wherein the specific process of generating the express business time-efficiency data volume information includes: extracting, cleaning and transforming the data resource information and data resource list information through ETL (Extract-Transform-Load) tools to generate express business time-efficiency data volume information; Obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; Specifically, it includes: obtaining the time-efficiency data volume information of express delivery business and the data storage principle information after data processing; According to the express business timeliness data volume information and data storage principle information, data resource directory information, data source information, data flow information and data transformation information are generated; Generate a database table structure based on data resource directory information, data source information, data flow information and data transformation information.

[0023] Establish a data analysis platform through database table structure.

[0024] See also Figure 2The second embodiment of the method for monitoring and tracking the operation time efficiency of logistics personnel in the embodiment of the present invention includes: Set the express delivery time efficiency assessment information and obtain the express delivery time efficiency assessment information; Specifically, it includes: setting express delivery time efficiency assessment information, wherein the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; Obtaining waybill information, including waybill number information, consignor information, consignee information, shipping address information, and receiving address information; Obtaining cargo information, including cargo name information, cargo quantity information, cargo weight information, cargo volume information, and cargo packaging method information; Acquire transportation information, the transportation information including: transportation mode information, transportation vehicle information, driver information, transportation route information, estimated departure time information and estimated arrival time information; Acquiring status information, wherein the status information includes current location information of the cargo, cargo transportation status information, and cargo abnormality information; Obtain organizational structure information, which includes express distribution information and employee information. In this embodiment, the location of the goods can be tracked in real time through waybill information, cargo information, transportation information, status information and organizational structure information, and the cargo operation status can be mastered, so that the control over the entire cargo transportation process is high and the feedback efficiency is high.

[0025] Acquire express business process information, extract data resource information and data resource list information from the express business process information, perform data processing on the data resource information and data resource list information to generate express business time-efficiency data volume information, wherein the specific process of generating the express business time-efficiency data volume information includes: extracting, cleaning and transforming the data resource information and data resource list information through ETL (Extract-Transform-Load) tools to generate express business time-efficiency data volume information; Obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; Specifically, it includes: obtaining the time-efficiency data volume information of express delivery business and the data storage principle information after data processing; According to the express business timeliness data volume information and data storage principle information, data resource directory information, data source information, data flow information and data transformation information are generated; Generate a database table structure based on data resource directory information, data source information, data flow information and data transformation information.

[0026] It also includes: obtaining a data sharing command, calling data resource directory information, and generating shared data information according to the data sharing command and the data resource directory information; Get the data exchange command, call the data resource directory information, and generate the exchange data information according to the data exchange command and the data resource directory information.

[0027] Get the data flow tracking command, call the data source information, data flow information and data transformation information, and generate the data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

[0028] Establish a data analysis platform through database table structure.

[0029] See also Figure 3 The third embodiment of the method for monitoring and tracking the operation time efficiency of logistics personnel in the embodiment of the present invention includes: Set the express delivery time efficiency assessment information and obtain the express delivery time efficiency assessment information; Specifically, it includes: setting express delivery time efficiency assessment information, wherein the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; Obtaining waybill information, including waybill number information, consignor information, consignee information, shipping address information, and receiving address information; Obtaining cargo information, including cargo name information, cargo quantity information, cargo weight information, cargo volume information, and cargo packaging method information; Acquire transportation information, the transportation information including: transportation mode information, transportation vehicle information, driver information, transportation route information, estimated departure time information and estimated arrival time information; Acquiring status information, wherein the status information includes current location information of the cargo, cargo transportation status information, and cargo abnormality information; Obtain organizational structure information, which includes express distribution information and employee information. In this embodiment, the location of the goods can be tracked in real time through waybill information, cargo information, transportation information, status information and organizational structure information, and the cargo operation status can be mastered, so that the control over the entire cargo transportation process is high and the feedback efficiency is high.

[0030] Acquire express business process information, extract data resource information and data resource list information from the express business process information, perform data processing on the data resource information and data resource list information to generate express business time-efficiency data volume information, wherein the specific process of generating the express business time-efficiency data volume information includes: extracting, cleaning and transforming the data resource information and data resource list information through ETL (Extract-Transform-Load) tools to generate express business time-efficiency data volume information; Obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; Specifically, it includes: obtaining the time-efficiency data volume information of express delivery business and the data storage principle information after data processing; According to the express business timeliness data volume information and data storage principle information, data resource directory information, data source information, data flow information and data transformation information are generated; Generate a database table structure based on data resource directory information, data source information, data flow information and data transformation information.

[0031] It also includes: obtaining a data sharing command, calling data resource directory information, and generating shared data information according to the data sharing command and the data resource directory information; Get the data exchange command, call the data resource directory information, and generate the exchange data information according to the data exchange command and the data resource directory information.

[0032] Get the data flow tracking command, call the data source information, data flow information and data transformation information, and generate the data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

[0033] The data analysis platform is established through the database table structure, and also includes: establishing a time-effectiveness prediction model through the SVM support vector machine, calling the database table structure information to generate prediction problem information and prediction trend information through the time-effectiveness prediction model.

[0034] The above describes the operation time monitoring and tracking method of the logistics personnel in the embodiment of the present invention. The following describes the operation time monitoring and tracking device of the logistics personnel in the embodiment of the present invention. Figure 4 The operation time monitoring and tracking device for logistics personnel in the embodiment of the present invention includes: The assessment information setting and acquisition module is used to set and acquire the express delivery time efficiency assessment information; The business timeliness data information generation module is used to obtain the express business process information, extract the data resource information and data resource list information in the express business process information, and perform data processing on the data resource information and the data resource list information to generate the express business timeliness data volume information; A database table structure generation module is used to obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; The analysis platform generation module is used to establish a data analysis platform through the database table structure.

[0035] The assessment information setting and acquisition module includes: an assessment information setting unit, a waybill information acquisition unit, a cargo information acquisition unit, a transportation information acquisition unit, a status information acquisition unit and an organizational structure information acquisition unit; An assessment information setting unit, used to set express delivery time efficiency assessment information, wherein the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; A waybill information acquisition unit, used to acquire waybill information, wherein the waybill information includes waybill number information, consignor information, consignee information, shipping address information and receiving address information; A cargo information acquisition unit, used to acquire cargo information, wherein the cargo information includes cargo name information, cargo quantity information, cargo weight information, cargo volume information and cargo packaging method information; A transport information acquisition unit, used to acquire transport information, the transport information including: transport mode information, transport vehicle information, driver information, transport route information, estimated departure time information and estimated arrival time information; A status information acquisition unit, used to acquire status information, wherein the status information includes current location information of the cargo, cargo transportation status information and cargo abnormality information; The organizational structure information acquisition unit is used to acquire organizational structure information, wherein the organizational structure information includes express distribution information and employee information.

[0036] The database table structure generation module includes: a first data acquisition unit, a data sorting and generation unit, a database table structure generation unit, a data sharing unit, a data exchange unit and a data tracking unit; The first data acquisition unit is used to acquire the time-sensitive data volume information and data storage principle information of the express delivery business after data processing; The data sorting and generating unit is used to sort and generate data resource directory information, data source information, data flow information and data transformation information according to the express business timeliness data volume information and data storage principle information; The database table structure generating unit is used to generate a database table structure according to the data resource directory information, data source information, data flow information and data transformation information; The data sharing unit is used to obtain a data sharing command, call the data resource directory information, and generate shared data information according to the data sharing command and the data resource directory information; The data exchange unit is used to obtain a data exchange command, call the data resource directory information, and generate exchange data information according to the data exchange command and the data resource directory information; The data tracking unit is used to obtain a data flow tracking command, call data source information, data flow information and data transformation information, and generate data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

[0037] above Figure 4 The operation time monitoring and tracking device for logistics personnel in the embodiment of the present invention is described in detail from the perspective of modular functional entities, and the electronic device in the embodiment of the present invention is described in detail from the perspective of hardware processing.

[0038] Figure 5 7 is a schematic diagram of the structure of an electronic device provided by an embodiment of the present invention. The electronic device 700 may have relatively large differences due to different configurations or performances, and may include one or more processors 710 (for example, one or more processors) and a memory 720, and one or more storage media 730 (for example, one or more storage devices, including RAM\FLASH, etc.) storing application programs 733 or data 732. Among them, the memory 720 and the storage medium 730 may be temporary storage or permanent storage. The program stored in the storage medium 730 may include one or more modules (not shown in the figure), and each module may include a series of instruction operations in the electronic device 700. Furthermore, the processor 710 may be configured to communicate with the storage medium 730 to execute a series of instruction operations in the storage medium 730 on the electronic device 700.

[0039] The electronic device 700 may also include one or more power supplies 740, one or more input / output interfaces 750, and / or one or more operating systems 731, such as FreeRTOS, Android, etc. It will be appreciated by those skilled in the art that Figure 5 The structure of the electronic device shown does not constitute a limitation on the electronic device, and may include more or less components than shown in the figure, or combine some components, or arrange the components differently.

[0040] The present invention also provides a computer-readable storage medium, which may be a non-volatile computer-readable storage medium or a volatile computer-readable storage medium. Instructions are stored in the computer-readable storage medium. When the instructions are executed on a computer, the computer executes the steps of a method for monitoring and tracking the operation timeliness of logistics personnel.

[0041] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working process of the above-described system, device, or unit can refer to the corresponding process in the aforementioned method embodiment and will not be repeated here.

[0042] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product. The computer software product is stored in a storage medium, including several instructions to enable a computer device (which can be a personal computer, mobile device, server, or network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM), random access memory (RAM), disk or optical disk, etc., various media that can store program codes.

[0043] As described above, the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit the same. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features thereof may be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for monitoring and tracking the operation time efficiency of logistics personnel, characterized in that: The operation time monitoring and tracking method of the logistics personnel includes: Set the express delivery time efficiency assessment information and obtain the express delivery time efficiency assessment information; Acquire express business process information, extract data resource information and data resource list information in the express business process information, and process the data resource information and data resource list information to generate express business timeliness data volume information; Obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; Establish a data analysis platform through database table structure.

2. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 1 is characterized in that: The setting of the express delivery time efficiency assessment information and obtaining the express delivery time efficiency assessment information include: Setting express delivery time efficiency assessment information, the express delivery time efficiency assessment information includes: waybill information, cargo information, transportation information, status information and organizational structure information; Obtaining waybill information, including waybill number information, consignor information, consignee information, shipping address information, and receiving address information; Obtaining cargo information, including cargo name information, cargo quantity information, cargo weight information, cargo volume information, and cargo packaging method information; Acquire transportation information, the transportation information including: transportation mode information, transportation vehicle information, driver information, transportation route information, estimated departure time information and estimated arrival time information; Acquiring status information, wherein the status information includes current location information of the cargo, cargo transportation status information, and cargo abnormality information; The organizational structure information is obtained, wherein the organizational structure information includes express distribution information and employee information.

3. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 1 is characterized in that: The data resource information and the data resource list information are processed to generate the express delivery service time-efficiency data volume information, including: Through ETL tools, data resource information and data resource list information are extracted, cleaned and converted to generate express delivery business timeliness data volume information.

4. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 1 is characterized in that: The obtaining of the processed express business timeliness data volume information and data storage principle information, and generating a database table structure according to the express business timeliness data volume information and data storage principle information includes: Obtain the processed express delivery service timeliness data volume information and data storage principle information; According to the express business timeliness data volume information and data storage principle information, data resource directory information, data source information, data flow information and data transformation information are generated; Generate a database table structure based on data resource directory information, data source information, data flow information and data transformation information.

5. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 4 is characterized in that: Also includes: Obtain data sharing commands, call data resource directory information, and generate shared data information according to the data sharing commands and data resource directory information; Get the data exchange command, call the data resource directory information, and generate the exchange data information according to the data exchange command and the data resource directory information.

6. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 4 is characterized in that: Also includes: Get the data flow tracking command, call the data source information, data flow information and data transformation information, and generate the data tracking information according to the data flow tracking command, data source information, data flow information and data transformation information.

7. The method for monitoring and tracking the operation time efficiency of logistics personnel according to claim 1 is characterized in that: The establishing of the data analysis platform through the database table structure also includes: The timeliness prediction model is established through the SVM support vector machine, and the database table structure information is called to generate prediction problem information and prediction trend information through the timeliness prediction model.

8. A device for monitoring and tracking the operation time efficiency of logistics personnel, characterized in that: include: The assessment information setting and acquisition module is used to set and acquire the express delivery time efficiency assessment information; The business timeliness data information generation module is used to obtain the express business process information, extract the data resource information and data resource list information in the express business process information, and perform data processing on the data resource information and the data resource list information to generate the express business timeliness data volume information; A database table structure generation module is used to obtain the express business timeliness data volume information and data storage principle information after data cleaning, and generate a database table structure according to the express business timeliness data volume information and data storage principle information; The analysis platform generation module is used to establish a data analysis platform through the database table structure.

9. An electronic device, comprising a memory and at least one processor, wherein instructions are stored in the memory; The at least one processor calls the instructions in the memory so that the electronic device executes each step of the method for monitoring and tracking the operation timeliness of logistics personnel as described in any one of claims 1-7.

10. A computer-readable storage medium having instructions stored thereon, characterized in that: When the instructions are executed by the processor, the various steps of the method for monitoring and tracking the operation timeliness of logistics personnel as described in any one of claims 1-7 are implemented.

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