Dynamic management and control method and device for whole industry chain suppliers in construction industry

Abstract

The invention relates to a dynamic management and control method and device for full industrial chain suppliers in the building industry. The method comprises the steps of obtaining current uploading data, historical uploading data and supply task information of each supplier, and identifying current data content and historical data content of each supply data type of each supplier based on the current uploading data and the historical uploading data; identifying sub-task demand information of each supply data type of each supplier, and for each supplier, generating supply data distribution information and supply data change distribution information of each supply data type based on each current data content and historical data content of the supplier; identifying task execution information and supply strength information of the supplier; and generating and sending management and control suggestion information of each supplier. By adopting the method, the real-time management and control effect on multiple suppliers can be improved.

Description

Technical Field

[0001] The present application relates to the field of artificial intelligence and big data management technology, and in particular to a method and device for dynamically managing suppliers across the entire industry chain of the construction industry. Background Art

[0002] The industrial chain of the construction industry covers multiple angles and directions, including architectural design, building materials, construction, building maintenance, equipment installation and other fields. Different fields can be divided into different sub-industries, and each sub-industry also includes equipment, design, beautification, materials, construction, decoration, water and electricity, pipelines, equipment installation and other links of industrial information. Therefore, it is extremely difficult to conduct comprehensive management and control of suppliers in the entire industrial chain of the construction industry. The difficulty of this management and control is reflected in data collection, data update, security protection, information synchronization, audit and inspection and other aspects. Therefore, how to improve the dynamic management and control effect of suppliers in the entire industrial chain of the construction industry is the current research focus.

[0003] The traditional way of dynamic management and control of suppliers in the entire industry chain in the construction industry is to build a management and control platform for suppliers in the entire industry chain. Each supplier is required to upload and publish dynamic data in real time to achieve management and control of each supplier. However, the functions of the traditional platform are limited to uploading and statistics on the data platform, and it is impossible to effectively analyze the dynamic information of each supplier, resulting in poor real-time management and control of multiple suppliers. Summary of the invention

[0004] Based on this, it is necessary to provide a dynamic management and control method, device, computer equipment, computer-readable storage medium and computer program product for suppliers in the entire industrial chain of the construction industry to address the above-mentioned technical problems.

[0005] In the first aspect, the present application provides a method for dynamically managing suppliers in the entire industry chain of the construction industry, including: Acquire the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each of the current uploaded data and each of the historical uploaded data; Based on the supply task information of each supplier, identifying the subtask requirement information of each supply data type of each supplier, and for each supplier, based on the current data content of each supply data type of the supplier and the historical data content of each supply data type, generating supply data distribution information of each supply data type and supply data change distribution information of each supply data type; Based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, identifying the task execution information of the supplier, and based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type, identifying the supply strength information of the supplier; Based on the task execution information of each supplier and the supply strength information of each supplier, management and control suggestion information of each supplier is generated, and the management and control suggestion information of each supplier is sent to the administrator client.

[0006] Optionally, the identifying, based on each of the currently uploaded data and each of the historical uploaded data, current data content of each of the supplied data types of each supplier and historical data content of each of the supplied data types of each supplier comprises: For each current uploaded data, based on the upload location information of each current sub-uploaded data in the current uploaded data, identify the data type corresponding to each current sub-uploaded data, and identify the supplier type of the supplier to which the current uploaded data belongs in the supplier identity information; Based on the supplier type and the data type corresponding to each current sub-uploaded data, identifying the supply data type corresponding to each current sub-uploaded data, and using the current sub-uploaded data of each supply data type as the current data content of the supply data type of the supplier; The current upload data is replaced by each of the historical upload data respectively, and the upload position information of each current sub-upload data in the current upload data is returned to be executed, the data type corresponding to each current sub-upload data is identified, and the historical data content of each supply data type of each supplier is obtained.

[0007] Optionally, generating supply data distribution information of each supply data type and supply data change distribution information of each supply data type based on the current data content of each supply data type of the supplier and the historical data content of each supply data type includes: For each supplier, the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier are sorted in chronological order to obtain supply data distribution information of each supply data type; For each supply data type, based on the supply data distribution information, the data change information between two adjacent data contents is calculated respectively, and according to the arrangement information of each data content in the supply data distribution information, the data change information between each data content is distributed and sorted to obtain the supply data change distribution information of the supply data type.

[0008] Optionally, the identifying the task execution information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type includes: For each supply data type, split the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identify the supply data completion analysis strategy of each task time limit in the task execution detection; Splitting the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performing data statistics processing on each sub-supply data information to obtain the actual data content of each task time limit; Based on the supply data completion analysis strategy for each task deadline, the actual data content of each task deadline is analyzed and evaluated to obtain task execution evaluation information for each task deadline, and based on the task execution evaluation information of the task realization, the task execution information of the supplier is determined.

[0009] Optionally, the identifying the supply strength information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type includes: For each supply data type, based on the supply strength detection information of the supply data type, identify the supply strength analysis strategy of each supplier level of the supply data type, and collect the current supplier level of the supplier; Based on the supply data change distribution information of the supply data type, the supply change trend information of the supply data type is identified, and based on the current supply strength analysis strategy of the current supplier level of the supplier, the supply change trend information of the supply data type is subjected to supply strength analysis processing to obtain sub-supply strength information of the supply data type; The sub-supply strength information of all supply data types is used as the supply strength information of the supplier.

[0010] Optionally, generating management and control suggestion information for each supplier based on the task execution information of each supplier and the supply strength information of each supplier includes: Divide the suppliers according to their supplier types to obtain supplier groups of the supplier types; For each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, a new supplier grade of each supplier is identified through a supplier grading evaluation network of the supplier type, and a new supply task of the supplier type is obtained; Based on the new supplier level of each supplier, the new supply tasks of each supplier are divided into new supply task information of each supplier, and the new supplier level of each supplier and the new supplier task information of each supplier are used as management and control recommendation information of each supplier.

[0011] In the second aspect, the present application also provides a dynamic control device for suppliers of the entire industrial chain of the construction industry, including: An acquisition module, used to acquire the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each of the current uploaded data and each of the historical uploaded data; a generating module, configured to identify subtask requirement information of each supply data type of each supplier based on the supply task information of each supplier, and generate supply data distribution information of each supply data type and supply data change distribution information of each supply data type based on the current data content of each supply data type of the supplier and the historical data content of each supply data type for each supplier; an identification module, configured to identify the task execution information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, and to identify the supply strength information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type; The sending module is used to generate management and control suggestion information of each supplier based on the task execution information of each supplier and the supply strength information of each supplier, and send the management and control suggestion information of each supplier to the administrator client.

[0012] Optionally, the acquisition module is specifically used to: For each current uploaded data, based on the upload location information of each current sub-uploaded data in the current uploaded data, identify the data type corresponding to each current sub-uploaded data, and identify the supplier type of the supplier to which the current uploaded data belongs in the supplier identity information; Based on the supplier type and the data type corresponding to each current sub-uploaded data, identifying the supply data type corresponding to each current sub-uploaded data, and using the current sub-uploaded data of each supply data type as the current data content of the supply data type of the supplier; The current upload data is replaced by each of the historical upload data respectively, and the upload position information of each current sub-upload data in the current upload data is returned to be executed, the data type corresponding to each current sub-upload data is identified, and the historical data content of each supply data type of each supplier is obtained.

[0013] Optionally, the generating module is specifically used for: For each supplier, the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier are sorted in chronological order to obtain supply data distribution information of each supply data type; For each supply data type, based on the supply data distribution information, the data change information between two adjacent data contents is calculated respectively, and according to the arrangement information of each data content in the supply data distribution information, the data change information between each data content is distributed and sorted to obtain the supply data change distribution information of the supply data type.

[0014] Optionally, the identification module is specifically used to: For each supply data type, split the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identify the supply data completion analysis strategy of each task time limit in the task execution detection; Splitting the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performing data statistics processing on each sub-supply data information to obtain the actual data content of each task time limit; Based on the supply data completion analysis strategy for each task deadline, the actual data content of each task deadline is analyzed and evaluated to obtain task execution evaluation information for each task deadline, and based on the task execution evaluation information of the task realization, the task execution information of the supplier is determined.

[0015] Optionally, the identification module is specifically used to: For each supply data type, based on the supply strength detection information of the supply data type, identify the supply strength analysis strategy of each supplier level of the supply data type, and collect the current supplier level of the supplier; Based on the supply data change distribution information of the supply data type, the supply change trend information of the supply data type is identified, and based on the current supply strength analysis strategy of the current supplier level of the supplier, the supply change trend information of the supply data type is subjected to supply strength analysis processing to obtain sub-supply strength information of the supply data type; The sub-supply strength information of all supply data types is used as the supply strength information of the supplier.

[0016] Optionally, the sending module is specifically used to: Divide the suppliers according to their supplier types to obtain supplier groups of the supplier types; For each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, a new supplier grade of each supplier is identified through a supplier grading evaluation network of the supplier type, and a new supplier task of the supplier type is obtained; Based on the new supplier level of each supplier, the new supply tasks of each supplier are divided into new supply task information of each supplier, and the new supplier level of each supplier and the new supplier task information of each supplier are used as management and control recommendation information of each supplier.

[0017] In a third aspect, the present application provides a computer device, wherein the computer device comprises a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, the steps of any one of the methods in the first aspect are implemented.

[0018] In a fourth aspect, the present application provides a computer-readable storage medium having a computer program stored thereon, wherein when the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.

[0019] In a fifth aspect, the present application provides a computer program product. The computer program product includes a computer program, and when the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.

[0020] The above-mentioned dynamic management and control method and device for suppliers in the entire industrial chain of the construction industry obtains the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identifies the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each currently uploaded data and each historical uploaded data; identifies the subtask requirement information of each supply data type of each supplier based on the supply task information of each supplier, and generates each supply data type for each supplier based on the current data content of each supply data type of the supplier and the historical data content of each supply data type. The supply data distribution information of the supply data type and the supply data change distribution information of each supply data type are obtained; based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, the task execution information of the supplier is identified, and based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type, the supply strength information of the supplier is identified; based on the task execution information of each supplier and the supply strength information of each supplier, the management and control suggestion information of each supplier is generated, and the management and control suggestion information of each supplier is sent to the administrator client. This solution obtains the current uploaded data of each supplier and the historical uploaded data of each supplier in real time, analyzes the supply data distribution information of each supply data type of each supplier, and the supply data change distribution information of each supply data type. Then, the supply task information of each supplier is analyzed and processed respectively to obtain the task execution information of each supplier and the supply strength information of each supplier, thereby improving the comprehensiveness and accuracy of the real-time analysis of the supplier's multi-angle, all-round, and multi-time supply capabilities and task execution completion. Finally, this solution combines the supply strength information and task execution information of multiple suppliers to generate management and control suggestion information for each supplier, thereby performing task management and rating management on each supplier from a global perspective, improving the practicality and accuracy of management and control of each supplier, thereby comprehensively improving the real-time management and control effects of multiple suppliers. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the related technologies, the drawings required for use in the embodiments or the related technical descriptions are briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0022] Figure 1A schematic diagram of a process of a dynamic management and control method for suppliers in the entire industrial chain of the construction industry in one embodiment; Figure 2 A schematic diagram of a process of a dynamic management and control example of suppliers in the entire industry chain of the construction industry in one embodiment; Figure 3 It is a structural block diagram of a dynamic control device for suppliers in the entire industrial chain of the construction industry in one embodiment; Figure 4 FIG. 4 is a diagram showing the internal structure of a computer device in one embodiment. DETAILED DESCRIPTION

[0023] In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0024] The dynamic control method of the suppliers of the entire industrial chain of the construction industry provided in the embodiment of the present application can be applied to the application environment corresponding to the control platform of the suppliers of the entire industrial chain of the construction industry. Among them, the method can be applied to the terminal, can also be applied to the server, can also be applied to the system including the terminal and the server, and is realized through the interaction between the terminal and the server. Among them, the terminal can be but not limited to various personal computers, laptops, etc. Among them, the terminal obtains the current uploaded data of each supplier and the historical uploaded data of each supplier in real time, analyzes the supply data distribution information of each supplier's supply data type, and the supply data change distribution information of each supply data type. Then, the supply task information of each supplier is analyzed and processed respectively to obtain the task execution information of each supplier and the supply strength information of each supplier, thereby improving the comprehensiveness and accuracy of the real-time analysis of the supply capacity and task execution completion of the supplier from multiple angles, all directions, and multiple time levels. Finally, this scheme generates the control suggestion information of each supplier by combining the supply strength information and task execution information of multiple suppliers, so as to perform task control and rating control on each supplier from a global perspective, improve the actuality and accuracy of the control of each supplier, and thus comprehensively improve the real-time control effect of multiple suppliers.

[0025] In an exemplary embodiment, Figure 1 As shown, a dynamic management and control method for suppliers in the entire industry chain of the construction industry is provided, and the method is applied to a terminal as an example for explanation, including the following steps S101 to S104. Among them: Step S101, obtain the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and based on the current uploaded data and the historical uploaded data, identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier.

[0026] In this embodiment, the terminal responds to the data upload operation of each supplier, obtains the current uploaded data uploaded by each supplier to the management and control platform of the suppliers of the entire industrial chain of the construction industry, and then, the terminal obtains the historical uploaded data of the supplier and the supply task information of the supplier in the historical database of each supplier. Among them, the current uploaded data and the historical uploaded data include the data content of each supply data type, and the supply data type includes but is not limited to the cost reporting data type, the material reporting data type, the supply quantity reporting data type, the supply model reporting data type, the supply test result data type and other types. Then, the terminal splits each current uploaded data and the historical uploaded data into the current data content of each supply data type and the historical data content of each supply data type. The specific splitting process will be described in detail later. Each supplier includes suppliers of each supplier type. Among them, the supplier type includes but is not limited to the building materials supplier type, the construction supplier type, the design supplier type, the maintenance supplier type, the equipment installation supplier type and other types.

[0027] Step S102, based on the supply task information of each supplier, identify the subtask requirement information of each supply data type of each supplier, and for each supplier, based on the current data content of each supply data type of the supplier and the historical data content of each supply data type, generate the supply data distribution information of each supply data type and the supply data change distribution information of each supply data type.

[0028] In this embodiment, the terminal identifies the subtask requirement information of each supply data type of each supplier based on the supply task information of each supplier. Each subtask requirement information includes task execution detection information and supply strength detection information. The task execution detection information is a statistical analysis strategy for the supply data completion amount of each task time limit, which is used to analyze the task completion status of each task time limit, and the supply strength detection information is used to detect the supply strength change information of the supplier, so as to determine whether the supplier level of the supplier needs to be adjusted.

[0029] For each supplier, the terminal generates supply data distribution information of each supply data type and supply data change distribution information of each supply data type based on the current data content of each supply data type of the supplier and the historical data content of each supply data type. The specific generation process will be described in detail later.

[0030] Step S103, based on the sub-task requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, identify the supplier's task execution information, and based on the sub-task requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type, identify the supplier's supply strength information.

[0031] In this embodiment, the terminal identifies the supplier's task execution information based on the supplier's subtask requirement information of each supply data type and the supply data distribution information of each supply data type, and identifies the supplier's supply strength information based on the supplier's subtask requirement information of each supply data type and the supply data change distribution information of each supply data type. The task execution information is the supplier's execution of the task requirement information, and the execution status includes information such as the execution timeliness rate and the task completion amount. The supply strength information includes the supplier's current supply strength in each supply data type, which is used to characterize the supplier's ability to undertake different supply data types, wherein the higher the undertaking capacity, the stronger the supplier's supply strength, and the weaker the undertaking capacity, the weaker the supplier's supply strength.

[0032] Step S104: Generate management and control suggestion information for each supplier based on the task execution information of each supplier and the supply strength information of each supplier, and send the management and control suggestion information for each supplier to the administrator client.

[0033] In this embodiment, the terminal generates management and control suggestion information for each supplier based on the task execution information of each supplier and the supply strength information of each supplier, and sends the management and control suggestion information for each supplier to the administrator client. The management and control suggestion information includes the supplier level adjustment information and supplier task adjustment information of each supplier. The specific generation process will be described in detail later.

[0034] Based on the above scheme, by acquiring the current uploaded data of each supplier and the historical uploaded data of each supplier in real time, the supply data distribution information of each supplier and the supply data change distribution information of each supply data type are analyzed. Then, the supply task information of each supplier is analyzed and processed separately to obtain the task execution information of each supplier and the supply strength information of each supplier, thereby improving the comprehensiveness and accuracy of the real-time analysis of the supplier's multi-angle, all-round, and multi-time supply capabilities and task execution completion. Finally, this scheme combines the supply strength information and task execution information of multiple suppliers to generate management and control suggestion information for each supplier, thereby performing task management and rating management on each supplier from a global perspective, improving the practicality and accuracy of the management and control of each supplier, thereby comprehensively improving the real-time management and control effect of multiple suppliers.

[0035] Optionally, based on each current uploaded data and each historical uploaded data, the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier are identified, including: for each current uploaded data, based on the upload position information of each current sub-uploaded data in the current uploaded data, the data type corresponding to each current sub-uploaded data is identified, and the supplier type of the supplier is identified in the supplier identity information of the supplier to which the current uploaded data belongs; based on the supplier type and the data type corresponding to each current sub-uploaded data, the supply data type corresponding to each current sub-uploaded data is identified, and the current sub-uploaded data of each supply data type is used as the current data content of the supply data type of the supplier; each historical uploaded data is replaced with the current uploaded data respectively, and the execution is returned to identify the data type corresponding to each current sub-uploaded data based on the upload position information of each current sub-uploaded data in the current uploaded data, so as to obtain the historical data content of each supply data type of each supplier.

[0036] In this embodiment, the terminal identifies the data type corresponding to each current sub-uploaded data based on the upload location information of each current sub-uploaded data in the current uploaded data, and identifies the supplier type of the supplier in the supplier identity information of the supplier to which the current uploaded data belongs. The upload location of each current sub-uploaded data is the location information of each current sub-uploaded data in the management and control platform of the full industrial chain supplier of the construction industry, and each data type corresponds to the location range in the management and control platform of the full industrial chain supplier of the construction industry. The terminal identifies the data type of the current sub-uploaded data by identifying the location range to which the upload location of the current sub-uploaded data belongs.

[0037] The terminal identifies the supply data type corresponding to each current sub-uploaded data based on the supplier type and the data type corresponding to each current sub-uploaded data. Each supplier type corresponds to multiple supply data types, and the data type of each supply data type is different. The terminal identifies the data type corresponding to the current sub-uploaded data, identifies the supply data type to which the data type is applied in the supplier type of the supplier to which the current sub-uploaded data belongs, and obtains the supply data type of the current sub-uploaded data.

[0038] The terminal uses the current sub-uploaded data of each supply data type as the current data content of the supplier's supply data type. Afterwards, the terminal replaces the current upload data with each historical upload data, and returns to execute the upload position information of each current sub-uploaded data in the current upload data, identifies the data type corresponding to each current sub-uploaded data, and obtains the historical data content of each supply data type of each supplier. The above replacement iteration process is the process of performing the same data identification process as the current upload data on each historical upload data.

[0039] Based on the above solution, each uploaded data is classified and identified through data, which improves the comprehensiveness and precision of the analysis of each uploaded data.

[0040] Optionally, based on the current data content of each supply data type of the supplier and the historical data content of each supply data type, supply data distribution information of each supply data type and supply data change distribution information of each supply data type are generated, including: for each supplier, the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier are sorted in chronological order to obtain the supply data distribution information of each supply data type; for each supply data type, based on the supply data distribution information, the data change information between two adjacent data contents is calculated respectively, and the data change information between each data content is distributed and sorted according to the arrangement information of each data content in the supply data distribution information to obtain the supply data change distribution information of the supply data type.

[0041] In this embodiment, for each supplier, the terminal sorts the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier in chronological order to obtain supply data distribution information of each supply data type.

[0042] For each supply data type, the terminal calculates the data change information between two adjacent data contents based on the supply data distribution information, and distributes and sorts the data change information between each data content according to the arrangement information of each data content in the supply data distribution information to obtain the supply data change distribution information of the supply data type.

[0043] Based on the above scheme, through time distribution sorting, the time characteristics of each data content can be analyzed, and then the data change distribution information can be identified based on the data content including the time characteristics, thereby improving the accuracy and practicality of identifying the change distribution information.

[0044] Optionally, based on the sub-task demand information of each supply data type of the supplier and the supply data distribution information of each supply data type, the task execution information of the supplier is identified, including: for each supply data type, splitting the sub-task demand information of the supply data type into task execution detection information and supply strength detection information, and identifying the supply data completion analysis strategy for each task time limit in the task execution detection; splitting the supply data distribution information of the supply data type into sub-supply data information for each task time limit, and performing data statistical processing on each sub-supply data information to obtain the actual data content of each task time limit; based on the supply data completion analysis strategy for each task time limit, analyzing and evaluating the actual data content of each task time limit to obtain task execution evaluation information for each task time limit, and determining the supplier's task execution information based on the task execution evaluation information of the task realization.

[0045] In this embodiment, for each supply data type, the terminal splits the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identifies the supply data completion analysis strategy for each task time limit in the task execution detection. Among them, the supply data completion analysis strategy includes a supply completion degree analysis strategy for suppliers and a supply timeliness analysis strategy, each strategy includes the supply completion degree corresponding to each supply data range and the supply timeliness corresponding to each supply data range. Then, the terminal splits the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performs data statistical processing on each sub-supply data information to obtain the actual data content of each task time limit.

[0046] Afterwards, the terminal analyzes and evaluates the actual data content of each task time limit based on the supply data completion analysis strategy of each task time limit, obtains the task execution evaluation information of each task time limit, and determines the supplier's task execution information based on the task execution evaluation information of the task realization. Among them, the task execution evaluation information of each task time limit is the degree of supply completion and the timeliness of supply corresponding to the supply data range to which the data content of the task time limit belongs. The supplier's task execution information is the average value of the task execution evaluation information of all task time limits. Among them, the task time limit is each time node in the entire task cycle. This time node is the time node set by the staff and can change with the adjustment of the staff.

[0047] Based on the above solution, by splitting the task time limit and the supply data type, the task execution information of each supplier is identified separately, which improves the accuracy, granularity, and comprehensiveness of the identification.

[0048] Optionally, based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type, the supply strength information of the supplier is identified, including: for each supply data type, based on the supply strength detection information of the supply data type, identifying the supply strength analysis strategy of each supplier level of the supply data type, and collecting the current supplier level of the supplier; based on the supply data change distribution information of the supply data type, identifying the supply change trend information of the supply data type, and based on the current supply strength analysis strategy of the current supplier level of the supplier, performing supply strength analysis on the supply change trend information of the supply data type to obtain the sub-supply strength information of the supply data type; and using the sub-supply strength information of all supply data types as the supply strength information of the supplier.

[0049] In this embodiment, for each supply data type, the terminal identifies the supply strength analysis strategy of each supplier level of the supply data type based on the supply strength detection information of the supply data type, and collects the current supplier level of the supplier. Different supplier levels correspond to different supply strength analysis strategies, and each supply strength analysis strategy corresponds to a supply strength change degree corresponding to a different supply change degree. The higher the supplier level, the smaller the change in the supply strength change degree corresponding to the supply increase change, but the larger the change in the supply strength change degree corresponding to the supply decrease change; and the lower the supplier level, the larger the change in the supply strength change degree corresponding to the supply increase change, but the smaller the change in the supply strength change degree corresponding to the supply decrease change.

[0050] The terminal identifies supply change trend information of the supply data type based on the supply data change distribution information of the supply data type, wherein the supply change trend information includes supply range trend change information and supply trend change information.

[0051] Then, the terminal performs supply strength analysis on the supply change trend information of the supply data type based on the current supply strength analysis strategy of the current supplier level of the supplier, and obtains the sub-supply strength information of the supply data type. The supply strength analysis strategy includes the change ratio value between the increase change of the supply trend and the supply strength, the change ratio value between the decrease change of the supply trend and the supply strength, the change ratio value between the increase change of the supply range and the supply strength, and the change ratio value between the decrease change of the supply range and the supply strength.

[0052] Finally, the terminal uses the sub-supply strength information of all supply data types as the supply strength information of the supplier.

[0053] Based on the above scheme, the change trend information of different suppliers is analyzed and identified by supplier level, and the supply strength information of each supplier is obtained, which improves the accuracy and comprehensiveness of the analysis of the supplier's supply strength information.

[0054] Optionally, based on the task execution information of each supplier and the supply strength information of each supplier, management and control suggestion information for each supplier is generated, including: dividing each supplier according to the supplier type of each supplier to obtain supplier groups of each supplier type; for each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, identifying the new supplier grade of each supplier through the supplier grading evaluation network of the supplier type, and obtaining new supply tasks of the supplier type; based on the new supplier grade of each supplier, dividing the new supply tasks of each supplier into new supply task information of each supplier, and using the new supplier grade of each supplier and the new supplier task information of each supplier as the management and control suggestion information for each supplier.

[0055] In this embodiment, the terminal divides each supplier into supplier groups according to the supplier type of each supplier to obtain supplier groups of each supplier type.

[0056] For each supplier group, the terminal identifies the new supplier level of each supplier through the supplier grading evaluation network of the supplier type based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group. The supplier grading evaluation network is a classifier based on a deep learning neural network, which is used to classify suppliers into corresponding supplier levels based on the task execution information and supply strength information of the suppliers. The supplier levels are divided into preparatory supplier level, primary supplier level, intermediate supplier level, senior supplier level, single-category contracting supplier level, full-category contracting supplier level, etc. in order from low to high.

[0057] Then, the terminal obtains the new supply task of the supplier type. Based on the task division ratio of the upper level preset in the terminal, the new supply task is divided according to each task division ratio, and the new supply task information corresponding to the new supplier level of each supplier is obtained. Finally, the terminal uses the new supplier level of each supplier and the new supplier task information of each supplier as the management and control suggestion information of each supplier.

[0058] Based on the above solution, through real-time monitoring and analysis, real-time adjustment of supplier levels and task information can be achieved, while ensuring the task completion rate, dynamic and accurate control of each supplier can be achieved, thereby comprehensively improving the real-time control effect of multiple suppliers.

[0059] This application also provides an example of dynamic management and control of suppliers in the entire industry chain of the construction industry, such as Figure 2 As shown, the specific processing process includes the following steps: Step S201, obtaining the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier.

[0060] Step S202, for each current uploaded data, based on the upload location information of each current sub-uploaded data in the current uploaded data, the data type corresponding to each current sub-uploaded data is identified, and the supplier type of the supplier to which the current uploaded data belongs is identified in the supplier identity information.

[0061] Step S203, based on the supplier type and the data type corresponding to each current sub-uploaded data, identify the supply data type corresponding to each current sub-uploaded data, and use the current sub-uploaded data of each supply data type as the current data content of the supplier's supply data type.

[0062] Step S204, replace the current upload data with each historical upload data respectively, and return to execute based on the upload location information of each current sub-upload data in the current upload data, identify the data type corresponding to each current sub-upload data, and obtain the historical data content of each supply data type of each supplier.

[0063] Step S205 , based on the supply task information of each supplier, identifying the subtask requirement information of each supply data type of each supplier.

[0064] Step S206, for each supplier, sort the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier in chronological order to obtain supply data distribution information of each supply data type.

[0065] Step S207, for each supply data type, based on the supply data distribution information, respectively calculate the data change information between two adjacent data contents, and distribute and sort the data change information between each data content according to the arrangement information of each data content in the supply data distribution information to obtain the supply data change distribution information of the supply data type.

[0066] Step S208, for each supply data type, split the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identify the supply data completion analysis strategy for each task time limit in the task execution detection.

[0067] Step S209, splitting the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performing data statistical processing on each sub-supply data information to obtain the actual data content of each task time limit.

[0068] Step S210, based on the supply data completion analysis strategy for each task deadline, analyze and evaluate the actual data content of each task deadline to obtain task execution evaluation information for each task deadline, and determine the supplier's task execution information based on the task execution evaluation information achieved.

[0069] Step S211 , for each supply data type, based on the supply strength detection information of the supply data type, the supply strength analysis strategy of each supplier level of the supply data type is identified, and the current supplier level of the supplier is collected.

[0070] Step S212, based on the supply data change distribution information of the supply data type, identify the supply change trend information of the supply data type, and based on the current supply strength analysis strategy of the current supplier level of the supplier, perform supply strength analysis on the supply change trend information of the supply data type to obtain the sub-supply strength information of the supply data type.

[0071] Step S213: The sub-supply strength information of all supply data types is used as the supply strength information of the supplier.

[0072] Step S214, classify each supplier according to the supplier type of each supplier to obtain a supplier group of each supplier type.

[0073] Step S215, for each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, a new supplier grade of each supplier is identified through a supplier grading evaluation network of the supplier type, and a new supply task of the supplier type is obtained.

[0074] Step S216, based on the new supplier level of each supplier, divide the new supply tasks of each supplier into new supply task information of each supplier, and use the new supplier level of each supplier and the new supplier task information of each supplier as the management and control recommendation information of each supplier.

[0075] Step S217, sending the management and control suggestion information of each supplier to the administrator client.

[0076] It should be understood that, although the various steps in the flowcharts involved in the above-mentioned embodiments are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear explanation in this article, the execution of these steps is not strictly limited in order, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-mentioned embodiments can include multiple steps or multiple stages, and these steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily carried out in sequence, but can be executed in turn or alternately with other steps or at least a part of the steps or stages in other steps.

[0077] Based on the same inventive concept, the embodiment of the present application also provides a dynamic control device for suppliers of the entire industrial chain of the construction industry for implementing the dynamic control method of suppliers of the entire industrial chain of the construction industry involved above. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme recorded in the above method, so the specific limitations in the embodiments of the dynamic control device for suppliers of the entire industrial chain of the construction industry provided below can be referred to the limitations of the dynamic control method for suppliers of the entire industrial chain of the construction industry above, and will not be repeated here.

[0078] In an exemplary embodiment, Figure 3 As shown, a dynamic control device for suppliers of the entire industrial chain of the construction industry is provided, including: an acquisition module 310, a generation module 320, an identification module 330 and a sending module 340, wherein: The acquisition module 310 is used to acquire the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each of the current uploaded data and each of the historical uploaded data; A generating module 320 is used to identify the subtask requirement information of each supply data type of each supplier based on the supply task information of each supplier, and for each supplier, based on the current data content of each supply data type of the supplier and the historical data content of each supply data type, generate supply data distribution information of each supply data type and supply data change distribution information of each supply data type; an identification module 330, configured to identify the task execution information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, and to identify the supply strength information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type; The sending module 340 is used to generate management and control suggestion information of each supplier based on the task execution information of each supplier and the supply strength information of each supplier, and send the management and control suggestion information of each supplier to the administrator client.

[0079] Optionally, the acquisition module 310 is specifically configured to: For each current uploaded data, based on the upload location information of each current sub-uploaded data in the current uploaded data, identify the data type corresponding to each current sub-uploaded data, and identify the supplier type of the supplier to which the current uploaded data belongs in the supplier identity information; Based on the supplier type and the data type corresponding to each current sub-uploaded data, identifying the supply data type corresponding to each current sub-uploaded data, and using the current sub-uploaded data of each supply data type as the current data content of the supply data type of the supplier; The current upload data is replaced by each of the historical upload data respectively, and the upload position information of each current sub-upload data in the current upload data is returned to be executed, the data type corresponding to each current sub-upload data is identified, and the historical data content of each supply data type of each supplier is obtained.

[0080] Optionally, the generating module 320 is specifically configured to: For each supplier, the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier are sorted in chronological order to obtain supply data distribution information of each supply data type; For each supply data type, based on the supply data distribution information, the data change information between two adjacent data contents is calculated respectively, and according to the arrangement information of each data content in the supply data distribution information, the data change information between each data content is distributed and sorted to obtain the supply data change distribution information of the supply data type.

[0081] Optionally, the identification module 330 is specifically used to: For each supply data type, split the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identify the supply data completion analysis strategy of each task time limit in the task execution detection; Splitting the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performing data statistics processing on each sub-supply data information to obtain the actual data content of each task time limit; Based on the supply data completion analysis strategy for each task deadline, the actual data content of each task deadline is analyzed and evaluated to obtain task execution evaluation information for each task deadline, and based on the task execution evaluation information of the task realization, the task execution information of the supplier is determined.

[0082] Optionally, the identification module 330 is specifically used to: For each supply data type, based on the supply strength detection information of the supply data type, identify the supply strength analysis strategy of each supplier level of the supply data type, and collect the current supplier level of the supplier; Based on the supply data change distribution information of the supply data type, the supply change trend information of the supply data type is identified, and based on the current supply strength analysis strategy of the current supplier level of the supplier, the supply change trend information of the supply data type is subjected to supply strength analysis processing to obtain sub-supply strength information of the supply data type; The sub-supply strength information of all supply data types is used as the supply strength information of the supplier.

[0083] Optionally, the sending module 340 is specifically configured to: Divide the suppliers according to their supplier types to obtain supplier groups of the supplier types; For each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, a new supplier grade of each supplier is identified through a supplier grading evaluation network of the supplier type, and a new supplier task of the supplier type is obtained; Based on the new supplier level of each supplier, the new supply tasks of each supplier are divided into new supply task information of each supplier, and the new supplier level of each supplier and the new supplier task information of each supplier are used as management and control recommendation information of each supplier.

[0084] Each module in the dynamic control device of the supplier of the entire industrial chain of the construction industry can be implemented in whole or in part by software, hardware and their combination. Each of the above modules can be embedded in or independent of the processor in the computer device in the form of hardware, or can be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to each of the above modules.

[0085] In an exemplary embodiment, a computer device is provided. The computer device may be a terminal, and its internal structure diagram may be as shown in FIG. Figure 4As shown. The computer device includes a processor, a memory, an input / output interface, a communication interface, a display unit and an input device. Among them, the processor, the memory and the input / output interface are connected through a system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input / output interface. Among them, the processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The input / output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used to communicate with an external terminal in a wired or wireless manner, and the wireless manner can be realized through WIFI, a mobile cellular network, NFC (near field communication) or other technologies. When the computer program is executed by the processor, a dynamic management and control method for suppliers of the entire industrial chain of the construction industry is realized. The display unit of the computer device is used to form a visually visible picture, which can be a display screen, a projection device or a virtual reality imaging device. The display screen can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer device can be a touch layer covering the display screen, or a button, trackball or touchpad set on the computer device shell, or an external keyboard, touchpad or mouse.

[0086] Those skilled in the art will understand that Figure 4 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0087] In an exemplary embodiment, a computer device is provided, including a memory and a processor, wherein a computer program is stored in the memory, and when the processor executes the computer program, the steps of any one of the methods in the first aspect are implemented.

[0088] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.

[0089] In one embodiment, a computer program product is provided, comprising a computer program, which, when executed by a processor, implements the steps of any one of the methods in the first aspect.

[0090] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant regulations.

[0091] Those of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to the memory, database or other medium used in the embodiments provided in this application can include at least one of non-volatile and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetoresistive random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM). The database involved in each embodiment provided in this application may include at least one of a relational database and a non-relational database. Non-relational databases may include distributed databases based on blockchains, etc., but are not limited to this. The processor involved in each embodiment provided in this application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, etc., but are not limited to this.

[0092] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

[0093] The above-described embodiments only express several implementation methods of the present application, and the descriptions thereof are relatively specific and detailed, but they cannot be construed as limiting the scope of the present application. It should be noted that, for a person of ordinary skill in the art, several modifications and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the attached claims.

Claims

1. A dynamic management and control method for suppliers in the entire industrial chain of the construction industry, characterized in that: The method comprises: Acquire the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each of the current uploaded data and each of the historical uploaded data; Based on the supply task information of each supplier, identifying the subtask requirement information of each supply data type of each supplier, and for each supplier, based on the current data content of each supply data type of the supplier and the historical data content of each supply data type, generating supply data distribution information of each supply data type and supply data change distribution information of each supply data type; Based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, identifying the task execution information of the supplier, and based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type, identifying the supply strength information of the supplier; Based on the task execution information of each supplier and the supply strength information of each supplier, management and control suggestion information of each supplier is generated, and the management and control suggestion information of each supplier is sent to the administrator client.

2. The method according to claim 1, characterized in that The identifying, based on each of the currently uploaded data and each of the historical uploaded data, the current data content of each of the supplied data types of each supplier and the historical data content of each of the supplied data types of each supplier comprises: For each current uploaded data, based on the upload location information of each current sub-uploaded data in the current uploaded data, identify the data type corresponding to each current sub-uploaded data, and identify the supplier type of the supplier to which the current uploaded data belongs in the supplier identity information; Based on the supplier type and the data type corresponding to each current sub-uploaded data, identifying the supply data type corresponding to each current sub-uploaded data, and using the current sub-uploaded data of each supply data type as the current data content of the supply data type of the supplier; The current upload data is replaced by each of the historical upload data respectively, and the upload position information of each current sub-upload data in the current upload data is returned to be executed, the data type corresponding to each current sub-upload data is identified, and the historical data content of each supply data type of each supplier is obtained.

3. The method according to claim 2, characterized in that The generating of supply data distribution information of each supply data type and supply data change distribution information of each supply data type based on the current data content of each supply data type of the supplier and the historical data content of each supply data type includes: For each supplier, the current data content of each supply data type of the supplier and the historical data content of each supply data type of the supplier are sorted in chronological order to obtain supply data distribution information of each supply data type; For each supply data type, based on the supply data distribution information, the data change information between two adjacent data contents is calculated respectively, and according to the arrangement information of each data content in the supply data distribution information, the data change information between each data content is distributed and sorted to obtain the supply data change distribution information of the supply data type.

4. The method according to claim 1, characterized in that: The identifying the task execution information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type includes: For each supply data type, split the subtask demand information of the supply data type into task execution detection information and supply strength detection information, and identify the supply data completion analysis strategy of each task time limit in the task execution detection; Splitting the supply data distribution information of the supply data type into sub-supply data information of each task time limit, and performing data statistics processing on each sub-supply data information to obtain the actual data content of each task time limit; Based on the supply data completion analysis strategy for each task deadline, the actual data content of each task deadline is analyzed and evaluated to obtain task execution evaluation information for each task deadline, and based on the task execution evaluation information of the task realization, the task execution information of the supplier is determined.

5. The method according to claim 4, characterized in that The identifying the supply strength information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type includes: For each supply data type, based on the supply strength detection information of the supply data type, identify the supply strength analysis strategy of each supplier level of the supply data type, and collect the current supplier level of the supplier; Based on the supply data change distribution information of the supply data type, the supply change trend information of the supply data type is identified, and based on the current supply strength analysis strategy of the current supplier level of the supplier, the supply change trend information of the supply data type is subjected to supply strength analysis processing to obtain sub-supply strength information of the supply data type; The sub-supply strength information of all supply data types is used as the supply strength information of the supplier.

6. The method according to claim 5, characterized in that The generating of the management and control suggestion information of each supplier based on the task execution information of each supplier and the supply strength information of each supplier includes: Divide the suppliers according to their supplier types to obtain supplier groups of the supplier types; For each supplier group, based on the task execution information of each supplier in the supplier group and the supply strength information of each supplier in the supplier group, a new supplier grade of each supplier is identified through a supplier grading evaluation network of the supplier type, and a new supply task of the supplier type is obtained; Based on the new supplier level of each supplier, the new supply tasks of each supplier are divided into new supply task information of each supplier, and the new supplier level of each supplier and the new supplier task information of each supplier are used as management and control recommendation information of each supplier.

7. A dynamic control device for suppliers in the entire industry chain of the construction industry, characterized in that: The device comprises: An acquisition module, used to acquire the current uploaded data of each supplier, the historical uploaded data of each supplier, and the supply task information corresponding to each supplier, and identify the current data content of each supply data type of each supplier and the historical data content of each supply data type of each supplier based on each of the current uploaded data and each of the historical uploaded data; a generating module, configured to identify subtask requirement information of each supply data type of each supplier based on the supply task information of each supplier, and generate supply data distribution information of each supply data type and supply data change distribution information of each supply data type based on the current data content of each supply data type of the supplier and the historical data content of each supply data type for each supplier; an identification module, configured to identify the task execution information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data distribution information of each supply data type, and to identify the supply strength information of the supplier based on the subtask requirement information of each supply data type of the supplier and the supply data change distribution information of each supply data type; The sending module is used to generate management and control suggestion information of each supplier based on the task execution information of each supplier and the supply strength information of each supplier, and send the management and control suggestion information of each supplier to the administrator client.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 6 are implemented.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

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