CN114707914B - Supply and marketing management center platform system based on SaaS framework - Google Patents
Supply and marketing management center platform system based on SaaS framework Download PDFInfo
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Abstract
The invention relates to a cloud deployment technology, and discloses a supply and marketing management center platform system based on a software as a service (SaaS) architecture, which comprises the following steps: the supply and marketing management center system is deployed at a preset SaaS cloud server end and is connected with a foreground application client end and a background database end; supply and sell platform system in management includes platform in business, data platform and the platform in the technique, wherein, platform in the business includes user management module, order management module and report management module, platform in the data includes data acquisition module, data intelligent analysis module and the standardized module of data, platform in the technique includes platform layer, subassembly layer. The invention can realize the business realization and the unified management of data among all subsystems in foreground application.
Description
Technical Field
The invention relates to the technical field of cloud deployment, in particular to a supply and marketing management center platform system based on a software as a service (SaaS) framework.
Background
The traditional supply and marketing management system adopts a service-oriented foreground and background mode, wherein the foreground provides application services, such as a supplier management system, including bid inviting service, contract management service, purchase order management service and the like; and the sales client management system comprises order management service, logistics management service and the like. The background provides technical implementation of data management and business logic.
In the traditional architecture, each system, such as a supplier management system and a sales client management system, are independent from each other, and data are not intercommunicated, just like a data island, for example, a sales order of a certain commodity is greatly increased, or the sales price of the commodity is significantly reduced, and information influences adjustment of a supplier side acquisition strategy, but actually, because data are not intercommunicated, information breakage or information lag is often caused, and efficient development of enterprises is not facilitated.
Meanwhile, service codes among systems in a traditional architecture are independent of each other, or the code reuse rate is not high, and certain repeated functions exist among the systems in practical application, for example, user authority management, order logistics management, receipt and payment management, commodity management and the like are involved in a supplier management system and a sales client management system, and under the condition, development of a large number of repeated functions exists, the development efficiency is low, in addition, with rapid expansion of services and diversification of service scenes, new service requirements can be generated at any time, and in the face of new service requirements, if the service codes are developed from the beginning, a large amount of service development workload can be generated, and the more services are deployed in the background, the more services are, and the maintenance workload of the services can be increased.
Disclosure of Invention
The invention provides a supply and marketing management center system based on a SaaS (software as a service) framework, which mainly aims to realize service realization and unified data management among subsystems in foreground application.
In order to achieve the above object, the present invention provides a supply and marketing management center system based on a SaaS architecture, including:
the supply and marketing management center station system is deployed at a preset SaaS cloud server end, is connected with a foreground application client end and a background database end, and comprises a business center station, a data center station and a technical center station, wherein:
the business center comprises a user management module, an order management module and a report management module, the data center comprises a data acquisition module, a data intelligent analysis module and a data standardization module, and the technical center comprises a platform layer and a component layer;
the user management module is used for managing user registration, login, authority and service configuration according to the roles of a supplier, the roles of a sales client and the roles of system maintenance;
the order management module is used for tracking and managing a purchase order and a sale order and managing inventory, logistics, collection and payment of commodities;
the report management module provides basic index combined computing power and is used for generating and displaying a report of the foreground application client;
the data acquisition module is used for acquiring target data from the foreground application client and synchronizing the target data to the background database;
the data intelligent analysis module is used for performing scene and business analysis on the business data of the foreground application client according to business requirements;
the data standardization module is used for carrying out integrity and consistency check on the service data of the foreground application client according to a preset global data specification;
the platform layer is used for providing a network operation environment and a basic development platform;
and the component layer is used for integrating and packaging all public interfaces and public plug-ins used by the supply and marketing management middle desk system.
Optionally, the user management module includes:
the user registration unit is used for providing functions of user role setting, basic information input, editing and user information auditing;
the user login unit is used for providing a single login function;
the authority management unit is used for distributing the use authority to the corresponding foreground application client according to the user role;
and the service configuration unit is used for configuring the corresponding menu of the foreground application client according to the user role and the authority.
Optionally, the order management module includes:
the order generating unit is used for providing order generating, splitting, merging and historical order inquiring functions for purchase orders and sales orders of suppliers according to order sources;
the inventory management unit is used for providing inventory control, commodity shelf loading and unloading management and inventory early warning management for commodities;
the logistics management unit is used for displaying logistics information, logistics early warning and goods return management;
and the receiving and paying management unit is used for being in butt joint with the supplier account and the sales client account and realizing the transfer of the amount of money according to the service requirement.
Optionally, the report management module includes:
the index setting unit is used for adding, modifying or deleting the statistical index according to the service requirement of the foreground application client;
the index combination unit is used for defining a data source, index combination conditions and calculation logic corresponding to each index and supporting the statistics of multi-dimensional index data;
and the report rendering unit is used for providing a basic report rendering component for optimizing the display effect of the report.
Optionally, the data intelligent analysis module includes:
the data label unit is used for labeling the business data of the foreground application client according to a preset data label set;
the data feature extraction unit is used for extracting the data features of the marked business data through a preset machine learning algorithm;
and the data classification unit is used for classifying the service data according to the service requirements by utilizing the extracted data characteristics.
Optionally, the data normalization module comprises:
the data deduplication unit is used for performing deduplication processing on the service data of the foreground application client;
the missing checking unit is used for carrying out missing judgment on the service data after the duplication removal and filling a missing value;
and the standardization execution unit is used for carrying out standardization processing on the service data subjected to duplicate removal and missing verification by utilizing a standardization algorithm.
Optionally, the data acquisition module comprises:
the automatic acquisition unit is used for acquiring original data from the foreground application client in real time or in a timed manner through an acquisition tool;
the data import unit is used for acquiring original data from a file manually imported by a user;
the data cleaning unit is used for cleaning the acquired original data to obtain target data;
and the data output unit is used for storing the target data to the background database terminal.
Optionally, the foreground application client includes: a procurement subsystem, a supplier management subsystem and a customer management subsystem, wherein,
the invitation subsystem provides business services such as invitation flow management, contract management, purchase order management, collection and payment and the like for the supplier user;
a supplier management subsystem provided by the foreground application client provides business services such as supplier information management, supplier delivery performance management, supplier share management and the like;
the customer management subsystem provided by the foreground application client faces to the sales customers and provides business services such as commodity display, shopping cart, payment and order logistics management.
Optionally, the supply and marketing management center system further includes:
an API gateway is arranged between the foreground application client and the supply and marketing management center system, and a module interface provided by each unit in a service center of the supply and marketing management center system is registered on the API gateway;
the API gateway is used for converting a request into a corresponding module interface request when receiving the request for calling the capability provided by the service center, which is initiated by the user at the foreground application client, routing the module interface request to a corresponding unit in the service center, and returning a result to the user when receiving the result processed by the corresponding unit in the service center.
The embodiment of the invention deploys a service center, a data center and a technical same station on a SaaS cloud server through a supply and marketing management center system, aiming at a collection subsystem, a supplier management subsystem and a client management subsystem in a foreground application client, realizes unified management of user information, authority, orders, logistics and warehouses among subsystems and unified report generation capacity through the service center, realizes unified management of service information from a service level, realizes effective integration of data resources through the data center, and realizes integration of bottom codes of the public capacity of the subsystems through the technical same station, thereby improving code reuse rate, reducing development and maintenance workload, realizing effective integration of resources, effectively preventing data fragmentation among foreground applications and realizing unified management of the foreground applications.
Drawings
Fig. 1 is a schematic diagram of a supply and marketing management center system based on a SaaS architecture according to an embodiment of the present invention;
fig. 2 is an internal schematic view of a supply and marketing management center station system based on a SaaS architecture according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a user management module in a supply and marketing management center station system based on a SaaS architecture according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an order management module in a supply and marketing management center system based on a SaaS architecture according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a report management module in a supply and marketing management center system based on a SaaS architecture according to an embodiment of the present invention;
fig. 6 is a schematic structural diagram of a data acquisition module in a supply and marketing management console system based on a SaaS architecture according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a data intelligent analysis module in a supply and marketing management console system based on a SaaS architecture according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of a data standardization module in a supply and marketing management console system based on a SaaS architecture according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The embodiment of the application provides a supply and marketing management center system based on a SaaS framework. The supply and marketing management center system based on the SaaS architecture may be installed in, for example, but not limited to, at least one of electronic devices, such as a server and a terminal, that can be configured to run the supply and marketing management center system based on the SaaS architecture provided in the embodiments of the present application. In other words, the supply and marketing management center system based on the SaaS architecture may be software or hardware, and is installed in a terminal device or a server device. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like. The server may be an independent server, or may be a cloud server that provides basic cloud computing services such as a cloud service, a cloud database, cloud computing, a cloud function, cloud storage, a Network service, cloud communication, a middleware service, a domain name service, a security service, a Content Delivery Network (CDN), a big data and artificial intelligence platform, and the like.
Fig. 1 is a schematic view of a supply and marketing management center system based on a SaaS architecture according to an embodiment of the present invention.
In the embodiment of the invention, the supply and marketing management center system 1 is deployed at a preset SaaS cloud server and connected with a foreground application client 2 and a background database end 3.
In the embodiment of the present invention, the foreground application client 2 may be any one of a provider PC end and a mobile end, a sales client PC end and a mobile end, and the like; the foreground application client 2 is provided with a bidding and collecting subsystem 20 for providing business services such as bidding process management, contract management, purchase order management, collection and payment and the like for the supplier users; the supplier management subsystem 21 is used for providing business services such as supplier information management, supplier delivery performance management and supplier share management; and the customer management subsystem 22 is used for providing business services such as commodity display, shopping cart, payment and order logistics management for sales customers.
In the embodiment of the present invention, the background database terminal 3 provides a database data storage function for the foreground application client 2 and the supply and marketing management center system 1, and the background database terminal 3 is a distributed database system.
Fig. 2 is a schematic diagram illustrating an internal view of a supply and marketing management center system based on a SaaS architecture according to an embodiment of the present invention.
In the embodiment of the present invention, the supply and marketing management center station system 1 includes a service center station 10, a data center station 11, and a technical center station 12. The service center station 10 mainly sorts the services provided by the acquisition subsystem 20, the provider management subsystem 21 and the customer management subsystem 22 of the foreground application client 2, extracts the common and basic services therefrom, and encapsulates the common and basic services with service logic to form independent service units, thereby realizing that the same service needs adopt the same service processing logic, ensuring the consistency of service processing transactions, and forming unified management of service level. For example, the enrollment subsystem 20, the supplier management subsystem 21, and the client management subsystem 22 all relate to services such as user information management, order management, and logistics management, and the user information management, the order management, and the logistics management may be packaged as independent services to form a service unit for each subsystem of the foreground application client to call.
The data center 11 is used for collecting and storing, intelligently calculating and standardizing the service data related to each subsystem of the foreground application client, and realizing the unified management of the service data.
The technical center 12 is used to abstract some public and underlying technical capabilities of the supply and marketing management center system, separate from the business logic, provide various application technical infrastructure capability interfaces that are simple, consistent, easy to manage and use, and provide access-type basic services for foreground application clients, business center and data center.
In detail, the business center station 10 includes a user management module 100, an order management module 101, and a report management module 102.
The user management module 100 is configured to manage user registration, login, authority and service configuration according to a provider role, a sales client role and a system maintenance role; the order management module 101 is used for tracking and managing purchase orders and sales orders and managing inventory, logistics, collection and payment of related commodities, and the report management module 102 provides basic index combined computing power for generating and displaying reports of each subsystem of the foreground application client 2.
Further, referring to fig. 3, in an embodiment of the present invention, the user management module 100 includes: a user registration unit 1001, a user login unit 1002, a right management unit 1003, and a service configuration unit 1004.
The user registration unit 1001 is configured to provide user role setting, basic information entry, editing, and user information auditing functions; the user login unit 1002 is used for providing a single login function; the authority management unit 1003 is configured to allocate a subsystem usage authority provided by a corresponding foreground application client according to a user role; the service configuration unit 1004 is configured to flexibly configure the menu of the corresponding foreground application client subsystem according to the user role and the authority.
In the embodiment of the present invention, the user roles include, but are not limited to, a provider role, a client role, a purchasing role, a logistics role, a business role, a selling role, a maintenance role, and the like. The user basic information comprises information such as a user name, an organization where the user is located, and the position of the user.
It is understood that different user roles and user permissions correspond to different service application scenarios, for example, the provider a can log in the recruitment subsystem 20 to perform related services of bidding, contract signing, etc., but cannot view other provider information and cannot log in the client management system 22. The service configuration unit 1004 can realize the management and control of the sub-service according to the user role and authority.
In another embodiment of the present invention, the user management module 100 may further provide a user operation log management function.
In the embodiment of the present invention, the user registration information of the foreground application client 2 is obtained by the user management module 100 in the service center 10, the role of the user is identified according to the registration information, the corresponding authority configuration and service configuration are performed on the user according to the role of the user, and the foreground application client 2 is notified to display the service that conforms to the role, authority and service of the user.
Further, referring to fig. 4, in an embodiment of the present invention, the order management module 101 includes: an order generation unit 1011, an inventory management unit 1012, a physical distribution management unit 1013, and a receipt and payment management unit 1014.
The order generating unit 1011 is configured to provide order generating, splitting, merging and historical order query functions according to the source of the order and the purchase order and the sales order of the supplier; the inventory management unit 1012 is used for inventory entering and exiting management control, commodity shelf entering and exiting management and inventory early warning management of commodities; the logistics management unit 1013 is used for logistics information display, logistics early warning and goods return management; and the receipt and payment management unit 1014 is used for interfacing with the supplier account and the sales client account and realizing the transfer of the amount according to the service requirement.
In the embodiment of the present invention, taking a purchase order as an example, by collecting purchase information in the acquisition subsystem 20, the order generating unit 1011 is used to generate a corresponding purchase order, where the purchase information includes, but is not limited to, commodity specification information, purchase unit price, quantity, delivery deadline, delivery address, and the like, and by analyzing a plurality of purchase orders, merging orders of the same supplier, the same commodity, the same delivery date, and the same delivery address is realized, or splitting the purchase order according to business requirements, and generating independent purchase orders of a preset quantity.
In the embodiment of the invention, the inventory early warning management is mainly based on the analysis of purchase orders, sales orders and inventory, when the quantity of a certain commodity in the inventory is greater than a maximum preset threshold value or reaches a minimum threshold value, corresponding inventory early warning is generated to remind the user of timely purchasing or selling the corresponding commodity so as to reduce the inventory pressure.
The order management module 1011 in the service center 10 monitors the order demand generated by the user operating the foreground application client 2 in real time, generates a corresponding purchase order or sales order, performs logistics tracking on the purchase order or the sales order, refreshes the inventory in real time, and completes the corresponding collection and payment in time.
In detail, the order management module 1011 in the service center 10 monitors the order demand generated by the user operating the foreground application client in real time, and generates a corresponding purchase order or sales order, including: acquiring commodity information ordered by the user from a customer management subsystem 22 in the foreground application client 2; determining whether delivery is possible through the warehouse management unit 1012 and the goods information; if the delivery is possible, the order generation unit 1011 generates a corresponding sales order according to the commodity information, and notifies the warehouse management unit 1012 to execute a corresponding ex-warehouse operation, and the logistics management unit 1012 generates logistics information of the sales order; if the delivery is not possible, commodity inventory early warning information is generated through the warehouse management unit 1012, and the early warning information is sent to the acquisition subsystem 20; when the logistics of the goods is finished, the receipt and payment unit 1014 is used to execute the corresponding posting operation according to the sales order.
Further, referring to fig. 5, in an embodiment of the present invention, the report management module 102 includes: an index setting unit 1021, an index combining unit 1022, and a report rendering unit 1023.
The index setting unit 1021 is used for adding, modifying or deleting statistical indexes according to the service requirements of each subsystem of the foreground application client 2;
the index combination unit 1022 is configured to define a data source, an index combination condition, and a calculation logic corresponding to each index, and support statistics of multi-dimensional index data;
the report rendering unit 1023 provides a basic report rendering component for optimizing the display effect of the report.
In this embodiment of the present invention, the index setting unit 1021 supports batch import of predefined index information.
In this embodiment of the present invention, the index combining unit 1022 defines a combined calculation logic of each index based on the database data relationship corresponding to each index.
In the embodiment of the present invention, the report management module 102 in the service center 10 responds to the report statistics request of each subsystem in the foreground application client 2, generates a corresponding report and displays the report to the user of the corresponding foreground application client 2.
In detail, the generating and displaying a corresponding report to a user of the foreground application client 2 in response to a report statistics request of each subsystem in the foreground application client 2 includes: analyzing the report form counting request by using the index setting unit 1021 to obtain indexes to be counted and counting conditions; acquiring the data of the indexes to be counted by using the index combination unit 1022, and generating a counting result according to the counting condition; and rendering the statistical result by using the report rendering unit 1023, generating a statistical report and pushing the statistical report to the user.
Further, the data center 11 includes a data acquisition module 110, a data intelligent analysis module 111, and a data normalization module 112.
The data acquisition module 110 is configured to acquire target data of each subsystem in the foreground application client 2 and synchronize the target data to the background database 3; the data intelligent analysis module 111 is used for performing scene and business analysis on the business data of each subsystem in the foreground application client 2 according to business requirements; the data normalization module 112 is configured to perform integrity and consistency check on the service data of each subsystem in the foreground application client 2 according to a preset global data specification.
In detail, referring to fig. 6, in an embodiment of the present invention, the data acquisition module 110 includes: an automatic acquisition unit 1101, configured to acquire, in real time or periodically, raw data from the foreground application client through an acquisition tool;
a data import unit 1102, configured to obtain original data from a file imported by a user manually;
a data cleaning unit 1103, configured to clean the acquired original data to obtain target data;
a data output unit 1104, configured to store the target data to the background database.
In the embodiment of the present invention, the data acquisition module 110 supports automatic acquisition, manual entry, and crawler crawling technologies, and target data to be acquired is defined by each subsystem. The manual entry supports import according to EXCEL template data.
In detail, referring to fig. 7, in an embodiment of the present invention, the data intelligent analysis module 111 includes: a data tag unit 1110, configured to label, according to a preset data tag set, service data of each subsystem in the foreground application client 2; the data feature extraction unit 1111 is configured to extract data features of the labeled service data through a preset machine learning algorithm; a data classifying unit 1112, configured to classify the service data according to service requirements by using the extracted data features.
In the embodiment of the present invention, the intelligent data analysis module 111 may analyze the user figures of the supplier and the client by loading a pre-trained neural network model algorithm based on deep learning, and further perform classified and hierarchical management on the supplier and the client according to the supplier figures and the client figures.
In detail, referring to fig. 8, in an embodiment of the present invention, the intelligent data analysis module 112 includes: a data deduplication unit 1121, configured to perform deduplication processing on the service data of the foreground application client 2; a missing check unit 1122, configured to perform missing judgment on the deduplicated service data and fill a missing value; and a normalization execution unit 1123, configured to perform normalization processing on the service data after deduplication and missing check by using a normalization algorithm.
In the embodiment of the invention, the duplicate removal, the missing verification, the filling and the standardization processing of the service data can be realized through a preset duplicate removal algorithm, a missing function detection method, a filling algorithm and a standardization algorithm.
In an optional embodiment, the service data is subjected to a deduplication operation by using the following method:
wherein d represents a distance value between any two data in the service data,
and
the method and the device represent any two data in the service data, delete any one of the data when the distance value is smaller than the preset distance value, and simultaneously keep the two data if the distance value is not smaller than the preset distance value. Preferably, the preset distance value may be 0.1.
Further, the invention detects whether the service data after the deduplication has missing values through the missmap function missing function.
If a missing value appears in the service data after deduplication is detected, preferably, the embodiment of the present invention fills the missing value through a preset filling algorithm.
In detail, the preset filling algorithm includes:
wherein L (theta) represents a filled missing value,
representing the ith missing value, theta representing the probability parameter corresponding to the filled missing value, n representing the number of the service data after the duplication removal,
indicating the miss value probability of the fill.
In the embodiment of the invention, the standardization algorithm includes, but is not limited to, an extreme value method, a standard deviation method, a broken line method and a normal distribution method, and the corresponding standardization algorithm can be selected according to the characteristics of actual service data.
Further, the stage 12 in the described technique includes a platform layer 120 and a component layer 121.
In detail, the platform layer 120 is used to provide a network runtime environment and a basic development platform;
the component layer 121 is used for integrating and packaging all common interfaces and common plug-ins used by the supply and marketing management middleware system.
In the embodiment of the present invention, the platform layer 120 protects the internal network through a security firewall, intrusion software detection, and security devices such as a network security operating environment and a gatekeeper, and the security of the network operating environment is ensured by technical means such as encrypting data in a CA authentication manner during network transmission.
In the embodiment of the present invention, the basic development platform provided by the platform layer 120 includes a universal function code, which can implement a code development function, and can build basic addition, modification, and deletion functions through the platform. The basic development platform can adopt an open-source microservice bootdo framework.
In the embodiment of the present invention, the component layer 121 provides a data interface integration function, for example, the storage, deletion, storage procedure call, import and export, and the like used by the console system in the supply and marketing management are encapsulated into a common interface as required and put into a dll file or jar package, so as to perform call of the relevant interface.
In the embodiment of the present invention, the component layer 121 further provides a public plug-in packaging function, and the public plug-in may implement common functions of insertion, deletion, data operation, and the like of a form.
In the embodiment of the invention, an API gateway is arranged between the foreground application client 2 and the supply and marketing management central station system 1, and
and registering a module interface provided by each unit in the service center 10 of the supply and marketing management center system on the API gateway. The API gateway is configured to, upon receiving a request for invoking capabilities provided by the service center 10 initiated by the user at the foreground application client 2, convert the request into a corresponding module interface request, route the module interface request to a corresponding unit in the service center 10, and send the module interface request to the corresponding unit in the service center 10
And when receiving the result processed by the unit corresponding to the service center station 10, returning the result to the user through the API gateway.
In the embodiment of the invention, each unit in the business middle station can be understood as an independent micro-service, and each unit can define a related module interface for being called by the foreground application client 2.
In the embodiment of the present invention, the API gateway is used as a relay between the foreground application client 2 and the service center 10, and can implement the decoupling between the foreground application client 2 and the service center 10, that is, a user of the foreground application client 2 may not pay attention to how the function of each unit in the service center 10 is implemented and how each unit is distributed and called, for example, it is not necessary to pay attention to what development language the unit adopts, and what interface specification corresponds to each unit. The units of the station 10 are transparent to the user in service.
The embodiment of the invention deploys the service middlewares, the data middlewares and the technical middlewares on the SaaS cloud server through the supply and marketing management middlewares, aims at the acquisition subsystem, the supplier management subsystem and the customer management subsystem in the foreground application client, realizes unified management of user information, authority, orders, logistics and warehouses among the subsystems and unified report generation capacity through the service middlewares, realizes unified management of service information from a service level, simultaneously realizes effective integration of data resources through the data middlewares, and realizes integration of bottom codes of the public capacity of the subsystems through the technical middlewares, thereby improving code reuse rate, reducing development and maintenance workload, realizing effective integration of resources, effectively preventing data fragmentation among foreground applications and realizing unified management of the foreground applications.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof.
The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The embodiment of the application can acquire and process related data based on an artificial intelligence technology. Among them, Artificial Intelligence (AI) is a theory, method, technique and application system that simulates, extends and expands human Intelligence using a digital computer or a machine controlled by a digital computer, senses the environment, acquires knowledge and uses the knowledge to obtain the best result.
Furthermore, it is obvious that the word "comprising" does not exclude other elements or steps, and the singular does not exclude the plural. A plurality of units or means recited in the system claims may also be implemented by one unit or means in software or hardware. The terms second, etc. are used to denote names, but not any particular order.
Finally, it should be noted that the above embodiments are only for illustrating the technical solutions of the present invention and not for limiting, and although the present invention is described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications or equivalent substitutions may be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention.
Claims (5)
1. A supply and marketing management center platform system based on a software as a service (SaaS) framework is characterized in that:
the supply and marketing management center station system is deployed at a preset SaaS cloud server end, is connected with a foreground application client end and a background database end, and comprises a business center station, a data center station and a technical center station, wherein:
the business center comprises a user management module, an order management module and a report management module, the data center comprises a data acquisition module, a data intelligent analysis module and a data standardization module, and the technical center comprises a platform layer and a component layer;
the user management module is used for managing user registration, login, authority and service configuration according to the supplier role, the sales client role and the system maintenance role;
the order management module is used for carrying out tracking management on purchase orders and sales orders and inventory, logistics and payment and receipt management of commodities;
the report management module provides basic index combined computing power and is used for generating and displaying a report of the foreground application client;
the data acquisition module is used for acquiring target data from the foreground application client and synchronizing the target data to the background database;
the data intelligent analysis module is used for performing scene and business analysis on the business data of the foreground application client according to business requirements;
the data standardization module is used for carrying out integrity and consistency check on the service data of the foreground application client according to a preset global data specification;
the platform layer is used for providing a network operation environment and a basic development platform;
the component layer is used for integrating and packaging all public interfaces and public plug-ins used by the supply and marketing management middle desk system;
the data acquisition module comprises:
the automatic acquisition unit is used for acquiring original data from the foreground application client in real time or in a timed mode through an acquisition tool;
the data import unit is used for acquiring original data from a file manually imported by a user;
the data cleaning unit is used for cleaning the acquired original data to obtain target data;
the data output unit is used for storing the target data to the background database end;
the data intelligent analysis module comprises:
the data label unit is used for labeling the business data of the foreground application client according to a preset data label set;
the data feature extraction unit is used for extracting the data features of the marked business data through a preset machine learning algorithm;
the data classification unit is used for classifying the service data according to the service requirements by utilizing the extracted data characteristics;
the data normalization module includes:
the data deduplication unit is used for performing deduplication processing on the service data of the foreground application client;
the missing checking unit is used for carrying out missing judgment on the service data after the duplication removal and filling a missing value;
the standardization execution unit is used for carrying out standardization processing on the service data subjected to duplicate removal and missing verification by utilizing a standardization algorithm;
the data deduplication unit performs deduplication processing on the service data by using the following method:
wherein d represents a distance value between any two data in the service data, W 1j And W 2j Representing any two data in the service data, and deleting any one data when the distance value is smaller than a preset distance value; when the distance value is not smaller than a preset distance value, simultaneously keeping the two data, wherein the preset distance value is 0.1;
the missing check unit detects whether the service data subjected to the deduplication processing has a missing value through a mismap function missing function;
if a missing value is detected in the service data after the deduplication processing, the missing checking unit fills the missing value through a preset filling algorithm;
the preset filling algorithm is as follows:
wherein L (θ) represents a missing value of the padding, X i Denotes the ith missing value, theta denotes the paddingA probability parameter corresponding to the missing value is filled, n represents the number of the service data after the deduplication processing,
representing the miss value probability of the fill;
an API gateway is arranged between the foreground application client and the supply and marketing management center system, and a module interface provided by each unit in the business center of the supply and marketing management center system is registered to the API gateway;
the API gateway is used for converting a request into a corresponding module interface request when receiving the request for calling the capability provided by the service center, which is initiated by a user at the foreground application client, routing the module interface request to a corresponding unit in the service center, and returning a result to the user when receiving the result processed by the corresponding unit in the service center.
2. The SaaS architecture-based supply and marketing management middleware system according to claim 1, wherein the user management module includes:
the user registration unit is used for providing functions of user role setting, basic information input, editing and user information auditing;
the user login unit is used for providing a single login function;
the authority management unit is used for distributing the use authority to the corresponding foreground application client according to the user role;
and the service configuration unit is used for configuring the corresponding menu of the foreground application client according to the user role and the authority.
3. The SaaS architecture-based supply and marketing management center system according to claim 1, wherein the order management module includes:
the order generating unit is used for providing order generating, splitting, merging and historical order inquiring functions for purchase orders and sales orders of suppliers according to order sources;
the inventory management unit is used for providing inventory control, commodity shelf loading and unloading management and inventory early warning management for commodities;
the logistics management unit is used for displaying logistics information, logistics early warning and goods return management;
and the receiving and paying management unit is used for being in butt joint with the supplier account and the sales client account and realizing the transfer of the amount of money according to the service requirement.
4. The software as a service (SaaS) architecture based supply and marketing management middleware system of claim 1, wherein the report management module comprises:
the index setting unit is used for adding, modifying or deleting the statistical index according to the service requirement of the foreground application client;
the index combination unit is used for defining a data source, index combination conditions and calculation logic corresponding to each index and supporting the statistics of multi-dimensional index data;
and the report rendering unit is used for providing a basic report rendering component for optimizing the display effect of the report.
5. The software as a service (SaaS) architecture based supply and marketing management center system as claimed in any one of claims 1 to 4, wherein the foreground application client comprises: an enrollment subsystem, a supplier management subsystem, and a customer management subsystem, wherein,
the invitation subsystem provides business services such as invitation flow management, contract management, purchase order management, collection and payment and the like for the supplier users;
the supplier management subsystem provided by the foreground application client provides business services such as supplier information management, supplier delivery performance management, supplier share management and the like;
the customer management subsystem provided by the foreground application client faces to the sales customers and provides business services such as commodity display, shopping cart, payment and order logistics management.
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| CN115438994B (en) * | 2022-09-21 | 2023-11-10 | 青岛酷特智能股份有限公司 | C2M-based garment customization service processing system generation method and device |
| CN116362839A (en) * | 2023-03-31 | 2023-06-30 | 武汉筑链科技有限公司 | Electronic purchasing ecological management platform based on supply chain finance and management method thereof |
| CN116777376B (en) * | 2023-06-20 | 2024-05-10 | 深圳市云之音科技有限公司 | Saas system applied to intelligent middle station of enterprise |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107657432A (en) * | 2017-10-26 | 2018-02-02 | 江苏岳创信息科技有限公司 | Comprehensive shops management system on cloud |
| CN108665212A (en) * | 2018-05-03 | 2018-10-16 | 贝医信息科技（上海）有限公司 | inventory management system based on cloud platform |
| CN109934652A (en) * | 2017-12-18 | 2019-06-25 | 上海一条网络科技有限公司 | A kind of supplier's order management cloud platform based on mobile Internet |
| CN111047390A (en) * | 2019-11-08 | 2020-04-21 | 涿州市新合作网络科技有限公司 | Cloud supply and marketing comprehensive integrated O2O e-commerce platform |
| CN111311212A (en) * | 2020-02-25 | 2020-06-19 | 深圳市一诺达科技有限公司 | Order whole-network distribution system and business mode thereof |
| CN111489187A (en) * | 2020-03-09 | 2020-08-04 | 安徽西尔艾叉车零部件有限公司 | Marketing promotion management system of sharing e-commerce platform |
| CN112686688A (en) * | 2020-12-08 | 2021-04-20 | 江苏天智互联科技股份有限公司 | New retail sales platform based on cloud service |
| CN112819489A (en) * | 2021-03-26 | 2021-05-18 | 无锡市乐智优电子商务有限公司 | Novel e-commerce after-sale service system |
| CN113344546A (en) * | 2021-06-26 | 2021-09-03 | 周明升 | House property management comprehensive supervision platform based on data center |
| CN114581204A (en) * | 2022-04-28 | 2022-06-03 | 深圳市同征电子商务有限公司 | Commodity sales management method and system based on electronic commerce platform |
-
2022
- 2022-06-06 CN CN202210627251.7A patent/CN114707914B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107657432A (en) * | 2017-10-26 | 2018-02-02 | 江苏岳创信息科技有限公司 | Comprehensive shops management system on cloud |
| CN109934652A (en) * | 2017-12-18 | 2019-06-25 | 上海一条网络科技有限公司 | A kind of supplier's order management cloud platform based on mobile Internet |
| CN108665212A (en) * | 2018-05-03 | 2018-10-16 | 贝医信息科技（上海）有限公司 | inventory management system based on cloud platform |
| CN111047390A (en) * | 2019-11-08 | 2020-04-21 | 涿州市新合作网络科技有限公司 | Cloud supply and marketing comprehensive integrated O2O e-commerce platform |
| CN111311212A (en) * | 2020-02-25 | 2020-06-19 | 深圳市一诺达科技有限公司 | Order whole-network distribution system and business mode thereof |
| CN111489187A (en) * | 2020-03-09 | 2020-08-04 | 安徽西尔艾叉车零部件有限公司 | Marketing promotion management system of sharing e-commerce platform |
| CN112686688A (en) * | 2020-12-08 | 2021-04-20 | 江苏天智互联科技股份有限公司 | New retail sales platform based on cloud service |
| CN112819489A (en) * | 2021-03-26 | 2021-05-18 | 无锡市乐智优电子商务有限公司 | Novel e-commerce after-sale service system |
| CN113344546A (en) * | 2021-06-26 | 2021-09-03 | 周明升 | House property management comprehensive supervision platform based on data center |
| CN114581204A (en) * | 2022-04-28 | 2022-06-03 | 深圳市同征电子商务有限公司 | Commodity sales management method and system based on electronic commerce platform |
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