Performance sharing monitoring method suitable for commercial complex
By analyzing and allocating access rights to operational performance data of each store in a commercial complex, and using the DBSCAN algorithm for permission clustering and adjustment, the existing technology has solved the complex permission settings, low security and difficulty in accessing data in the same category of stores. The problem is to realize flexible data sharing and security management.
Patent Information
- Application Number
- CN202411525661.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-30
- Publication Date
- 2025-02-18
AI Technical Summary
The operating performance data sharing method of existing commercial complexes has problems such as complex permission settings, low security, and difficulty in accessing data in the same category.
By obtaining access records of operational performance data of each store in the commercial complex, analyzing the access parameters and permission criteria of each store, assigning mutual access rights for cross-domain stores, and using the DBSCAN algorithm for permission clustering and adjustment.
It realizes flexible management of operational performance data access rights for each store, facilitates information sharing and business strategy adjustments among cross-field stores, and improves data security and management efficiency.
Abstract
Description
Technical Field
[0001] The present invention relates to a shared monitoring method, and in particular to a performance shared monitoring method applicable to a commercial complex. Background Art
[0002] Operational performance data is an effective reference for the actual operation of commercial complexes. Therefore, the security and authority supervision of access are particularly important. In the current conventional commercial complexes, such as large supermarkets, it involves different types of stores and different business categories, and also involves a large number of different personnel. In order to facilitate the supervision of the management, it is often necessary to obtain the corresponding performance data of each store in the commercial complex. At the same time, there will be corresponding access requirements for the store's own management. To this end, it is necessary to manually set the access rights of each management subject. However, due to the large number of stores involved in the existing commercial complexes, the setting of too broad access rights may lead to the problem of low security in sharing operational performance data, and the setting of too strict access rights will affect the normal evaluation work. In addition, if stores in the same category need to learn from their business model to improve the existing marketing methods, it is obviously unreasonable to directly access all operational performance data. For this reason, the existing shared supervision methods either have too complex authority allocation, resulting in the need for authorization at each level, resulting in unsmooth access. Or, it is just a hierarchical division, and the data of stores in the same category cannot be accessed by each other.
[0003] In view of the above-mentioned defects, the designer actively conducts research and innovation in order to create a performance sharing monitoring method suitable for commercial complexes, making it more valuable for industrial use. Summary of the invention
[0004] In order to solve the above technical problems, the purpose of the present invention is to provide a performance sharing monitoring method suitable for commercial complexes.
[0005] The performance sharing monitoring method applicable to a commercial complex of the present invention is characterized in that the method comprises the following steps: obtaining access records of operation performance data of each store in the commercial complex within a set time period; the operation performance data includes the store category, financial information, service information, and configuration personnel information of each store in the commercial complex; analyzing the access of each store to the upper management level, and obtaining the access parameters of each store; combining the access records and access parameters associated with the corresponding management level in each store and the management levels of other stores, obtaining the authority criteria of the corresponding management level in each store, and assigning whether to allow cross-domain stores to visit each other; using the authority criteria to divide the shared access rights for all management levels of each store, and obtaining the authority adjustment range corresponding to each shared access right according to the distribution of the authority content in each shared access right; adjusting the specific access rights involved in the corresponding shared access right based on the authority adjustment range; analyzing the access of each store to the upper management level, and obtaining the access parameters of each store, including quantifying the access records of the operation performance data accessed each time into data values; taking the average of the data values of the access records of all the accessed operation performance data of the store where the access target is located as the access parameter of the store where the access target is located. ; The store where the access target is located is any store in the commercial complex; the access records and access parameters associated with the corresponding management level in each store and the management levels of other stores are combined to obtain the authority criteria of the corresponding management level in each store, including recording the store corresponding to the operation performance data accessed by the participating subject and the store corresponding to the operation performance data of the participating subject as the accessible store of the participating subject; the average number of times all management levels of each accessible store access the operation performance data of the participating subject or the average number of times the operation performance data is accessed by the participating subject is recorded as the access reference value of each accessible store; the authority criteria of the participating subject of the store where the access target is located is obtained according to the access preference of the access reference value of all accessible stores of the participating subject, the access parameters of the store where the access target is located and the number of accessible stores; the participating subject is any management level of the store where the access target is located; the shared access rights of all management levels of each store are divided by using the authority criteria, including assigning the authority criteria of the corresponding management level in each store to the preset coordinate parameters respectively, and obtaining the authority content corresponding to the corresponding management level in each store; clustering the authority content corresponding to all management levels of each store by the DBSCAN algorithm, and obtaining the shared access rights corresponding to each store;The obtaining of the permission adjustment range corresponding to each shared access right according to the distribution of the permission content in each shared access right includes obtaining the permission adjustment range corresponding to the candidate shared access right according to the overall distribution level of the permission criteria corresponding to all the permission contents in the candidate shared access right and the number of the permission contents in the candidate shared access right, wherein both the overall distribution level and the number of the permission contents are negatively correlated with the permission adjustment range; the candidate shared access right is any shared access right. ;
[0006] Furthermore, the above-mentioned performance sharing monitoring method applicable to commercial complexes, wherein the permission criteria of the participating entity for accessing the store where the target is located is obtained based on the access preference of the access reference value of all accessible stores of the participating entity, the access parameters of the store where the target is located and the number of accessible stores, includes calculating the ratio of the access preference to the number of accessible stores; obtaining the permission criteria of the participating entity for accessing the store where the target is located based on the access parameters of the store where the target is located and the ratio, and both the access parameters and the ratio are positively correlated with the permission criteria.
[0007] Furthermore, in the above-mentioned performance sharing monitoring method applicable to commercial complexes, the average value of the permission criteria corresponding to all permission contents within the candidate shared access rights is determined as the overall distribution level of the permission criteria corresponding to all permission contents within the candidate shared access rights.
[0008] Furthermore, the above-mentioned performance sharing monitoring method applicable to commercial complexes, wherein the specific access rights involved in the corresponding shared access rights are adjusted based on the permission adjustment range, including respectively determining whether the permission adjustment range corresponding to each shared access right is greater than a preset adjustment necessary threshold, and if so, determining that the corresponding shared access right is the shared access right to be adjusted; based on the store distribution of the operating performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within the set time period, adjusting the access rights of the management levels corresponding to all the permission contents in the shared access rights to be adjusted.
[0009] Furthermore, the above-mentioned performance sharing monitoring method applicable to commercial complexes, wherein, based on the distribution of stores of the operational performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within a set time period, the access rights of the management levels corresponding to all the permission contents in the shared access rights to be adjusted are adjusted, including calculating the average span of visited stores of the operational performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within the set time period, and using the average span of visited stores to adjust the access rights of the operational performance data of the management levels corresponding to all the permission contents in the shared access rights to be adjusted.
[0010] Furthermore, the above-mentioned performance sharing monitoring method is applicable to a commercial complex, wherein each store and its corresponding management level are configured with an independent access key.
[0011] By means of the above scheme, the present invention has at least the following advantages:
[0012] 1. Different access rights to operational performance data can be granted to each store in the commercial complex, making it easier for stores across fields to view each other's information and adjust their business strategies.
[0013] 2. The management of the commercial complex and the store management can easily access the data of its stores and realize the classification and statistics of operational performance data.
[0014] 3. Different stores in the same field can have limited access to operational performance data under specific permissions to facilitate reference and learning.
[0015] 4. The corresponding information of all access processes is retained to facilitate data security tracing.
[0016] 5. The overall operational performance data of the commercial complex can be securely queried to meet the management's needs for optimizing resource allocation for the transaction processing center, process management center, data control center, intelligent application center, and talent training center carried by the commercial complex, thereby improving management efficiency and benefits and tapping into the data asset value of stores.
[0017] 6. It can be combined with software for easy implementation.
[0018] The above description is only an overview of the technical solution of the present invention. In order to more clearly understand the technical means of the present invention and implement it according to the contents of the specification, the preferred embodiments of the present invention are described in detail as follows. DETAILED DESCRIPTION
[0019] The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.
[0020] A performance sharing monitoring method for a commercial complex comprises the following steps:
[0021] First, access records of the operational performance data of different stores in the commercial complex within a set time period are obtained. During the implementation period, the operational performance data is used, including at least the store category, financial information, service information, and personnel information of each store in the commercial complex;
[0022] For ease of implementation, the information of all personnel with access rights and the access records of the accessible operational performance data can be retrieved from the local storage system of the commercial complex. In order to avoid data accumulation and redundancy, the preset time period is 30 natural days, which can be estimated as the access records of the operational performance data of the commercial complex in approximately one month. Among them, the basic information includes the name of the personnel, the management level, etc., and the access records include the access object, the accessed object, the access time, the number of accesses, etc.
[0023] Afterwards, the access of each store to the upper management level is analyzed to obtain the access parameters of each store; the access records and access parameters of the corresponding management level in each store and the management levels of other stores that have access and are associated are combined to obtain the authority criteria of the corresponding management level in each store.
[0024] Generally, in order to achieve data sharing optimization of similar stores, data storage nodes can be established for similar stores to store the operational performance data of the corresponding stores. The upper management level in this store has the authority to add, modify, query, and delete. And it can set which sections can be used for shared supervision.
[0025] In order to facilitate the management of the commercial complex to view the operation performance data, and also to facilitate the upper management level of the store to view the operation performance data of the store, the corresponding viewing access key can be assigned. For cross-store access, the access rights can be customized separately to prevent competing stores from directly viewing each other's operation performance data.
[0026] Since different stores have different business contents, the operational performance data they provide can only be used as a reference. Therefore, when personnel from different stores conduct cross-store visits, they may be required to present relevant visit request information.
[0027] Since the data access rights are generally compatible with each store, it is necessary to analyze the access of each store to the upper management level, and determine the permission criteria of the corresponding management level in each store by combining the access records of the corresponding management level in each store and the management levels of other stores.
[0028] In other words, for non-competitive stores, cross-store visits can be carried out under appropriate permissions, and can be viewed by their management, as well as by the management of the current commercial complex, to facilitate data management.
[0029] During the implementation period, the access parameters of each store can be obtained based on the access of each store to the upper management level.
[0030] Specifically, through the relationship between the visit initiating store and the visited store corresponding to the access record, the access record of the operational performance data accessed each time is quantified into a data value for easy execution. For any access record, if the access initiating store of the access record and the visited store belong to the same management level, the data value of the access record is set to 1; if the access initiating store of the access record is higher than the visited store, the data value of the access record is set to 2; if the access initiating store of the access record is lower than the visited store, the data value of the access record is set to 0. In this way, the operational performance data belonging to the same store can obtain a corresponding data value each time it is accessed.
[0031] Afterwards, the authority criteria of the corresponding management level in each store are obtained by combining the access records and the access parameters of the management levels of other stores that have access and are associated with each other.
[0032] Since there may be differences in permissions when accessing operational performance data, it is necessary to evaluate the permission criteria of the corresponding management level in each store by combining the access records and access parameters associated with the management levels of other stores and the corresponding management levels in each store.
[0033] Any management level of the store where the target store is located is recorded as a participating entity. The store corresponding to the operation performance data visited by the participating entity and the store corresponding to the operation performance data of the visiting participating entity are recorded as the accessible stores of the participating entity.
[0034] The average number of times all management levels of each accessible store access the operating performance data of the participating entities, or the average number of times the participating entities access the operating performance data, is recorded as the access reference value of each accessible store. If the accessible store has accessed the performance data of the participating entities, the number of times each management level of the accessible store accessed the operating performance data of the participating entities is counted, and then the average number of times all management levels of the accessible store access the operating performance data of the target store is calculated, and the average number is recorded as the access reference value of the accessible store.
[0035] Then, the permission criteria are used to divide the shared access rights for all management levels of each store, and the permission adjustment range corresponding to each shared access right is obtained according to the distribution of the permission content in each shared access right.
[0036] Subsequently, the permission criteria can be used to cluster all management levels of each store to obtain multiple shared access rights. The DBSCAN algorithm is used to perform cluster analysis on the permission criteria of all management levels, and the permission adjustment analysis is performed according to the distribution of their shared access rights, that is, all management levels of each store are clustered based on the permission criteria of the corresponding management level in each store. During the implementation period, the permission criteria of the corresponding management level in each store are assigned to the preset coordinate parameters respectively, and the permission content corresponding to the corresponding management level in each store is obtained. The corresponding management level in each store corresponds to one permission content. The permission content corresponding to all management levels of each store is clustered by the DBSCAN algorithm to obtain multiple shared access rights corresponding to each store. The DBSCAN algorithm used is an existing conventional clustering algorithm and will not be described in detail here. Thus, the division of all management levels of each store is completed based on the permission criteria, that is, all management levels of each store are divided into multiple shared access rights, and one shared access right can be regarded as one category.
[0037] Considering that the access rights of different stores and management levels may need to be adjusted according to the actual business planning requirements, the permission adjustment range corresponding to each shared access right can be obtained by the distribution of the permission content within each shared access right.
[0038] Any shared access right can be recorded as a candidate shared access right. According to the overall distribution level of the permission criteria corresponding to all permission contents in the candidate shared access right and the number of permission contents in the candidate shared access right, the permission adjustment range corresponding to the candidate shared access right is obtained.
[0039] During the implementation period, the specific access rights involved in the corresponding shared access rights can be adjusted based on the permission adjustment range. During the implementation period, it can include read and edit, and can be expanded to copy and paste for editing. It can be judged whether the permission adjustment range corresponding to each shared access right is greater than the preset adjustment necessary threshold. If it is greater, the corresponding shared access right is determined to be the shared access right to be adjusted; if it is less than or equal to, it is determined that the corresponding shared access right does not need to be adjusted.
[0040] Based on the distribution of stores of the operational performance data accessed by the management level corresponding to all the permission contents in each shared access right to be adjusted within a set time period, the access rights of the management level corresponding to all the permission contents in each shared access right to be adjusted are adjusted. Specifically, the average span of stores accessed by the management level corresponding to all the permission contents in the shared access right to be adjusted within the set time period is calculated, and the access rights of the operational performance data of the management level corresponding to all the permission contents in the shared access right to be adjusted are adjusted using the average span of stores accessed.
[0041] Specifically, for any shared access rights to be adjusted: the average span of visited stores of the operational performance data accessed by the management level corresponding to all permission contents within the adjusted shared access rights within the set time period is processed and recorded as the access span of the stores corresponding to the adjusted shared access rights, and the access span is used as the store span of the stores that can be subsequently accessed by the management level corresponding to all permission contents within the shared access rights to be adjusted.
[0042] In addition, the operational performance data of the corresponding management level in each store can be encrypted through existing data encryption methods, and multi-level encryption can be performed according to its sharing level, that is, encryption is performed by combining keys corresponding to different sharing levels. When management levels at different sharing levels access performance data, they use their store-specific private keys to decrypt the performance data and obtain store data accessible at that sharing level. In other words, the management of different stores needs to be given corresponding keys when they need to view data across stores. In principle, those affiliated with commercial complexes will be given the highest level of keys to facilitate their viewing and management of corresponding data.
[0043] In order to better implement the present invention, the method provided by the present invention can be combined with software to construct a performance sharing monitoring system suitable for commercial complexes. The system may include a data access module, a permission allocation module, and an access supervision module.
[0044] Among them, the data access module is used to obtain the access status of the operating performance data of different stores in the commercial complex within a set time period.
[0045] The authority allocation module is used to analyze the access of each store to the upper management level and obtain the access parameters of each store; combine the access records and access parameters of the corresponding management level in each store and the management levels of other stores, and obtain the authority criteria of the corresponding management level in each store.
[0046] The access supervision module is used to adjust the specific access rights involved in the corresponding shared access rights based on the permission adjustment range.
[0047] It can be seen from the above textual description that the present invention has the following advantages:
[0048] 1. Different access rights to operational performance data can be granted to each store in the commercial complex, making it easier for stores across fields to view each other's information and adjust their business strategies.
[0049] 2. The management of the commercial complex and the store management can easily access the data of its stores and realize the classification and statistics of operational performance data.
[0050] 3. Different stores in the same field can have limited access to operational performance data under specific permissions to facilitate reference and learning.
[0051] 4. The corresponding information of all access processes is retained to facilitate data security tracing.
[0052] 5. The overall operational performance data of the commercial complex can be securely queried to meet the management's needs for optimizing resource allocation for the transaction processing center, process management center, data control center, intelligent application center, and talent training center carried by the commercial complex, thereby improving management efficiency and benefits and tapping into the data asset value of stores.
[0053] 6. It can be combined with software for easy implementation.
[0054] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. It should be pointed out that a person skilled in the art can make several improvements and modifications without departing from the technical principles of the present invention, and these improvements and modifications should also be regarded as within the scope of protection of the present invention.
Claims
1. A performance sharing monitoring method applicable to a commercial complex, characterized in that: The method comprises the following steps: Access records for obtaining operational performance data of each store in a commercial complex within a set time period; The operational performance data includes the store category, financial information, service information, and staffing information of each store in the commercial complex; Analyze the access of each store to the upper management level and obtain the access parameters of each store; combine the access records and access parameters of the corresponding management level in each store and the management levels of other stores, obtain the authority criteria of the corresponding management level in each store, and determine whether to allow cross-domain stores to visit each other; Use the permission criteria to divide the shared access rights for all management levels of each store, and obtain the permission adjustment range corresponding to each shared access right based on the distribution of the permission content within each shared access right; Adjust the specific access rights involved in the corresponding shared access rights based on the permission adjustment scope; Analyze the access of each store to the upper management level and obtain the access parameters of each store, including quantifying the access records of the operation performance data accessed each time into data values; taking the average of the data values of the access records of all the accessed operation performance data of the store where the access target is located as the access parameter of the store where the access target is located; the store where the access target is located is any store in the commercial complex; The access records and access parameters associated with access and access of the corresponding management level in each store and the management levels in other stores are combined to obtain the authority criteria of the corresponding management level in each store, including: Record the stores corresponding to the operational performance data accessed by the participating subject and the stores corresponding to the operational performance data accessing the participating subject as the accessible stores of the participating subject; The average number of times all management levels of each accessible store access the operating performance data of the participating entity or the average number of times the participating entity accesses the operating performance data is recorded as the access reference value of each accessible store; Obtaining the permission criteria of the participant for accessing the store where the target is located according to the access preferences of the access reference values of all accessible stores of the participant, the access parameters of the store where the target is located, and the number of accessible stores; The participating subject is any management level of the store where the access target is located; the shared access rights of all management levels of each store are divided by using the permission criteria, including respectively assigning the permission criteria of the corresponding management level in each store to the preset coordinate parameters, and obtaining the permission content corresponding to the corresponding management level in each store; clustering the permission content corresponding to all management levels of each store by the DBSCAN algorithm, and obtaining the shared access rights corresponding to each store; The obtaining of the permission adjustment range corresponding to each shared access right according to the distribution of permission contents within each shared access right includes obtaining the permission adjustment range corresponding to the candidate shared access right according to the overall distribution level of permission criteria corresponding to all permission contents within the candidate shared access right and the number of permission contents within the candidate shared access right, wherein both the overall distribution level and the number of permission contents are negatively correlated with the permission adjustment range; the candidate shared access right is any shared access right.
2. The performance sharing monitoring method applicable to a commercial complex according to claim 1, characterized in that: The method of obtaining the permission criteria of the participating subject for accessing the store where the target is located based on the access preference of the access reference value of all accessible stores of the participating subject, the access parameters of the store where the target is located and the number of accessible stores includes calculating the ratio of the access preference to the number of accessible stores; obtaining the permission criteria of the participating subject for accessing the store where the target is located based on the access parameters of the store where the target is located and the ratio, wherein both the access parameters and the ratio are positively correlated with the permission criteria.
3. The performance sharing monitoring method applicable to a commercial complex according to claim 1, characterized in that: An average value of the permission criteria corresponding to all permission contents in the candidate shared access permission is determined as the overall distribution level of the permission criteria corresponding to all permission contents in the candidate shared access permission.
4. The performance sharing monitoring method applicable to a commercial complex according to claim 1, characterized in that: The adjusting of the specific access rights involved in the corresponding shared access rights based on the permission adjustment range includes respectively determining whether the permission adjustment range corresponding to each shared access right is greater than a preset necessary adjustment threshold, and if so, determining that the corresponding shared access right is a shared access right to be adjusted; Based on the store distribution of the operating performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within the set time period, the access rights of the management levels corresponding to all the permission contents in the shared access rights to be adjusted are adjusted.
5. The performance sharing monitoring method applicable to a commercial complex according to claim 4, characterized in that: The access rights of the management levels corresponding to all the permission contents in the shared access rights to be adjusted are adjusted based on the distribution of stores of the operational performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within the set time period, including calculating the average span of stores visited by the operational performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted within the set time period, and using the average span of stores visited to adjust the access rights of the operational performance data accessed by the management levels corresponding to all the permission contents in the shared access rights to be adjusted.
6. The performance sharing monitoring method applicable to a commercial complex according to claim 1, characterized in that: Each store has its corresponding management level configured with an independent access key.