Operation position determination method and device, electronic equipment and storage medium

Abstract

The invention provides an operation position determination method and apparatus, an electronic device and a storage medium. The method comprises the steps of determining a to-be-deployed target operation device and a device attribute of the target operation device; and determining a target operating area deployed by the target operating equipment from the plurality of operating areas based on the equipment attribute of the target operating equipment and the area attributes of the plurality of operating areas. The operation equipment contained in the operation area is determined through the positioning information acquired from the mobile terminal equipment of the user, the operation equipment is not required to have a positioning function, and the positioning of the user can be acquired so as to analyze the position of the operation equipment. According to the technical scheme, the region attributes of the multiple operation regions where the target operation equipment is to be put are determined, the operation regions are screened based on the equipment attributes of the target operation equipment and the region attributes of the multiple operation regions, the automatic determination process of the operation position is achieved, and the efficiency and accuracy of operation position determination are improved.

Description

Technical Field

[0001] The present invention relates to the field of computer technology, and in particular to a method, device, electronic device and storage medium for determining a business location. Background Art

[0002] Before merchants prepare to introduce new equipment in their business areas, they do not know where the new equipment should be placed, and this is usually determined based on surveys.

[0003] In the existing method, when new equipment needs to be deployed in large quantities, the determination method based on research requires a lot of manpower, is time-consuming and labor-intensive, and has low efficiency. Summary of the invention

[0004] The present invention provides a method, device, electronic device and storage medium for determining a business location, which are used to solve the technical problem in the prior art that when new equipment needs to be deployed in large quantities, the determination method based on surveys requires a lot of manpower, is time-consuming and labor-intensive, and has low efficiency, thereby realizing an efficient determination process for the equipment business location.

[0005] The present invention provides a method for determining a business location, comprising the following steps:

[0006] Determine the target business equipment to be deployed and equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions;

[0007] Based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on positioning information obtained from the user's mobile terminal device.

[0008] According to a method for determining a business location provided by the present invention, the method of determining a target business area for deploying the target business equipment from the multiple business areas based on the equipment attributes of the target business equipment and the area attributes of the multiple business areas comprises:

[0009] sorting the multiple business areas based on the similarity between the equipment attributes of the target business equipment and the area attributes of each business area;

[0010] Based on the ranking, a target business area for deployment of the target business equipment is determined.

[0011] According to a method for determining a business location provided by the present invention, determining a target business area for deployment of the target business equipment based on the ranking includes:

[0012] Determine the first preset number of screening business areas in the sorting;

[0013] Based on the area type of each screened business area, a target business area that best matches the target business device is determined from a preset number of screened business areas, wherein the area type is obtained based on analyzing the location information of the screened business area.

[0014] According to a method for determining a business location provided by the present invention, the method of determining a target business area for deploying the target business equipment from the multiple business areas based on the equipment attributes of the target business equipment and the area attributes of the multiple business areas comprises:

[0015] Based on the device attributes of the target business device, determining the device attribute characteristics of the target business device;

[0016] Based on the regional attributes of multiple business areas, determine the regional attribute characteristics of each business area;

[0017] Based on the matching degree between the device attribute characteristics and the regional attribute characteristics of each business area, a target business area for deployment of the target business equipment is determined from the multiple business areas.

[0018] According to a method for determining a business location provided by the present invention, after determining the regional attribute characteristics of each business area based on the regional attributes of multiple business areas, the method further includes:

[0019] Based on the operating conditions of the regional equipment in each operating area, weights are assigned to the regional equipment in each operating area.

[0020] According to a method for determining a business location provided by the present invention, after determining the target business area for deploying the target business equipment from the multiple business areas, the method further includes:

[0021] Based on the device attributes of the target business device and the similarity between the device attributes of each business device in the target business area, the location information of the deployment of the target business device is determined from the target business area.

[0022] The present invention also provides a business location determination device, comprising the following modules:

[0023] A device attribute determination module, used to determine the target business device to be deployed and the device attributes of the target business device, wherein the device attributes are used to characterize the device characteristics and device functions;

[0024] A business location determination module is used to determine a target business area where the target business equipment is deployed from the multiple business areas based on equipment attributes of the target business equipment and area attributes of the multiple business areas, wherein the area attributes are determined based on equipment attributes of the business equipment included in the business area, and the business equipment included in the business area is determined after screening multiple business equipment based on positioning information obtained from the user's mobile terminal device.

[0025] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, any of the above-mentioned methods for determining a business location is implemented.

[0026] The present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor, the method for determining a business location as described in any one of the above is implemented.

[0027] The business location determination method, device, electronic device and storage medium provided by the present invention determine the business equipment included in the business area by obtaining positioning information from the user's mobile terminal device, without requiring the business equipment to have a positioning function, and obtain the user's positioning to analyze the location of the business equipment. Determine the regional attributes of multiple business areas where target business equipment is to be deployed, and screen each business area based on the equipment attributes of the target business equipment and the regional attributes of multiple business areas to determine the target business area where the target business equipment is deployed, thereby realizing the automatic determination process of the business location of the target business equipment and improving the efficiency and accuracy of business location determination. BRIEF DESCRIPTION OF THE DRAWINGS

[0028] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0029] Figure 1 It is a flow chart of the method for determining a business location provided by the present invention.

[0030] Figure 2 It is a schematic diagram of the process of determining the area type provided by the present invention.

[0031] Figure 3 It is a structural schematic diagram of the business location determination device provided by the present invention.

[0032] Figure 4 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0033] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0034] Figure 1 is a flow chart of the method for determining the business location provided by the present invention, such as Figure 1 As shown, the method includes the following:

[0035] Step 110, determining the target business equipment to be deployed and the equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions;

[0036] Step 120, based on the device attributes of the target business device and the area attributes of multiple business areas, determine the target business area where the target business device is deployed from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on the positioning information obtained from the user's mobile terminal device.

[0037] The execution subject of the business location determination method provided by the present invention may be an electronic device, a component in an electronic device, an integrated circuit, or a chip. The electronic device may be a mobile electronic device or a non-mobile electronic device. Exemplarily, the mobile electronic device may be a mobile phone, a tablet computer, a laptop computer, a PDA, an ultra-mobile personal computer (UMPC), a netbook, or a personal digital assistant (PDA), etc., and the non-mobile electronic device may be a server, a network attached storage (NAS), or a personal computer (PC), etc., which is not specifically limited by the present invention.

[0038] The following takes the method for determining the business location provided by the present invention executed by a computer as an example to describe the technical solution of the present invention in detail.

[0039] In step 110, the target business equipment to be deployed and the equipment attributes of the target business equipment are determined, where the equipment attributes are used to characterize equipment characteristics and equipment functions.

[0040] The target operating equipment to be deployed may be claw machines, treadmills, singing machines, rowing machines, massage chairs, two-wheeled vehicles, coin exchange machines and other equipment.

[0041] The equipment attributes of the target business equipment refer to a series of parameters and characteristics that describe and define the characteristics and functions of these equipment. These attributes are essential to understanding the performance, applicability, efficiency and maintenance requirements of the equipment. Equipment attributes can specifically include:

[0042] Mobility: whether it is a portable device;

[0043] Networking methods: WIFI, 4G, 2G, nb, lora, etc.

[0044] Equipment size: small, medium, giant, etc.;

[0045] Deployment mode: indoor, outdoor;

[0046] Deployment area: business district, suburbs;

[0047] Power size: low power, high power;

[0048] Power supply mode: battery, mains;

[0049] Consumables: whether short-term consumables are needed;

[0050] Price: high, medium and low.

[0051] In step 120, based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on the positioning information obtained from the user's mobile terminal device.

[0052] The regional attributes of multiple business areas are determined in advance. The regional attributes of a business area refer to the common characteristics and performance of all relevant equipment in a specific business area, which are determined based on the equipment attributes of all business equipment contained in the business area.

[0053] The business area is a pre-determined area for performing business services. It is possible to store the positioning information obtained by the system authorized by the user when using the device and classify it according to the dimensions of the device. Usually, multiple positioning information of different users will be collected. And abnormal positioning data will be eliminated. Then, the positioning data is averaged as the location of the business device.

[0054] It is understandable that there are many types of self-service equipment. According to whether they can be easily moved, they are usually divided into two categories. One category is movable business equipment such as shared bicycles, and the other category is fixed business equipment. Usually, fixed business equipment does not have positioning function. Even when the business equipment is connected to the Internet, it can theoretically be positioned using base stations or wifi, but on the one hand, such positioning is inaccurate, and on the other hand, corresponding functions need to be set for the business equipment. However, there are still a large number of existing business equipment that did not consider the above functions when they were designed. Some users may fill in address information, but such data is quite limited.

[0055] Therefore, the related methods cannot accurately and quickly obtain the location information of the business equipment. However, by collecting the location information from the user's mobile phone when the user uses the business equipment, the business equipment does not require the business equipment to have a positioning function, and can obtain the user's location and then analyze the location of the business equipment.

[0056] After obtaining the location information of multiple business equipments, the business equipments included in the business area may be determined.

[0057] Based on analyzing the equipment attributes of all the operating equipment included in the operating area, the regional attributes of the operating area are determined.

[0058] Determine the regional attributes of multiple business areas where target business equipment is to be deployed, and screen each business area based on the equipment attributes of the target business equipment and the regional attributes of the multiple business areas to determine the target business area where the target business equipment is to be deployed.

[0059] It is understandable that the business area that best matches the attributes of the target business equipment should be selected to ensure that the equipment can fully exert its performance.

[0060] Optionally, the user tries to add a new type of category and evaluate its matching degree in each business area. The device attributes entered by the user can be collected through a page, which provides a template. The template maps the information filled in by the user into a vector, and then evaluates the similarity between the vector and the regional attributes in each business area, and sorts them, and displays the recommended business areas to the user according to the sorting.

[0061] The business location determination method provided by the present invention determines the business equipment included in the business area by obtaining the positioning information from the user's mobile terminal device, does not require the business equipment to have a positioning function, and can obtain the user's location and then analyze the location of the business equipment. The regional attributes of multiple business areas where target business equipment is to be deployed are determined, and based on the equipment attributes of the target business equipment and the regional attributes of multiple business areas, each business area is screened to determine the target business area where the target business equipment is deployed, thereby realizing the automatic determination process of the business location of the target business equipment and improving the efficiency and accuracy of business location determination.

[0062] In one embodiment, the process of determining the regional attributes of the business area includes: collecting location information of multiple business devices, and determining the business devices included in the business area based on the location information, wherein the location information is determined based on positioning information obtained from the user's mobile terminal device when the user uses the business device; and determining the regional attributes of the business area based on device attributes of the business devices included in the business area.

[0063] Based on business needs and market analysis, companies will divide the business into multiple areas in advance.

[0064] When a user uses an operating device (such as a shared bicycle, shared charging station, or self-service vending machine), the system will obtain positioning information through the user's mobile terminal device (such as a smartphone). This positioning information usually includes the longitude and latitude of the device.

[0065] By comparing the location information of the operating equipment with the boundary information of each operating area, it is possible to determine which equipment is located in which operating area. After determining the operating equipment included in the operating area, the system will conduct a comprehensive analysis of the equipment attributes of these equipment to generate the regional attributes of the operating area.

[0066] In one embodiment, the target business area for deployment of the target business equipment is determined from the multiple business areas based on the equipment attributes of the target business equipment and the regional attributes of the multiple business areas, including: sorting the multiple business areas based on the similarity between the equipment attributes of the target business equipment and the regional attributes of each business area; and determining the target business area for deployment of the target business equipment based on the sorting.

[0067] In order to determine in which region the target business equipment is suitable for deployment, the similarity between the equipment attributes and the regional attributes must be evaluated.

[0068] By calculating the similarity between the target device and each business area, all business areas can then be sorted. The sorting results show which area is closest to the properties of the target device, and based on this sorting, areas with high similarity can be prioritized for device deployment.

[0069] It is a comprehensive decision-making process to conduct similarity analysis on the equipment attributes of the target business equipment and the regional attributes of multiple business areas, sort multiple areas, and finally select the area with the highest match with the equipment attributes and in line with other factors such as market, policy, and cost for deployment.

[0070] In one embodiment, determining the target business area for deployment of the target business equipment based on the sorting includes: determining a preset number of screened business areas in the sorting; and determining the target business area that best matches the target business equipment from a preset number of screened business areas based on the area type of each screened business area, wherein the area type is obtained based on analyzing location information of the screened business area.

[0071] In the previous step, the similarities between the device attributes and the attributes of each region have been analyzed and sorted. Next, it is necessary to select a portion of the best regions from the sorting results as candidate regions, i.e., "screening business regions". The preset number here can be determined according to the actual situation. Usually, several regions with high similarity rankings are selected, such as the top 5 or top 10. The purpose of this screening is to narrow the candidate range and avoid further complex analysis in a large number of regions.

[0072] By performing regional type analysis on the selected business areas, we can further narrow the scope based on the matching degree between the equipment requirements and the regional type, and finally determine the target business area that is most suitable for equipment deployment.

[0073] Optionally, the region type determination process can be as follows Figure 2 The regional type determination process provided by the present invention is shown in a schematic diagram. After collecting the positioning information obtained by the authorized system when the user uses the business equipment, the longitude and latitude coordinates of the business equipment are determined based on the positioning information. The longitude and latitude coordinates can be reversely parsed through third-party map software to obtain the device POI (point of interest) information. Specifically, according to the coordinate information, the interface of the third-party map software is called to determine the attributes of the area where the POI is located. Based on the information returned by the map software interface, the regional information is extracted, that is, XX district, XX city, XX province, and type labels, such as hospital, school, residence, park... etc. After extracting the type label, store the type label.

[0074] Then, based on the determined type labels, a type label table is generated, as shown in Table 1:

[0075] Table 1 Type label table

[0076]

[0077] Based on the determined type label, the process of determining the area type of the subsequent operating area can be facilitated.

[0078] In one embodiment, the determining of the target business area for deployment of the target business equipment from the multiple business areas based on the equipment attributes of the target business equipment and the regional attributes of the multiple business areas includes: determining the equipment attribute characteristics of the target business equipment based on the equipment attributes of the target business equipment; determining the regional attribute characteristics of each business area based on the regional attributes of the multiple business areas; and determining the target business area for deployment of the target business equipment from the multiple business areas based on the degree of matching between the equipment attribute characteristics and the regional attribute characteristics of each business area.

[0079] Optionally, for the target business equipment and the business equipment in the business area, triple data of equipment-equipment attribute feature-area where the equipment is located can be constructed. The subsequent matching process is implemented based on the constructed triple data.

[0080] Among them, the device attribute features can be obtained by extracting the device attributes.

[0081] After clarifying the attribute characteristics of the target business equipment and each business area, the next step is to evaluate the degree of match between them.

[0082] According to the evaluation results of the matching degree, the target business area most suitable for the deployment of the target business equipment can be determined from multiple business areas.

[0083] In one embodiment, after determining the regional attribute characteristics of each business area based on the regional attributes of multiple business areas, the method further includes: allocating weights to the regional devices in each business area based on the operating conditions of the regional devices in each business area.

[0084] The operating conditions of regional equipment can include: the ratio of the actual operating time of the equipment within a certain period of time to the total available time. A high utilization rate indicates that the equipment is fully used in the region. The production capacity or output of the equipment per unit time. The output efficiency of equipment in different regions may vary due to operating conditions, technical levels and other factors. The market demand served by the equipment. If the market demand met by the equipment in a certain region is large, it indicates that the market value and importance of the equipment are high.

[0085] According to the operating conditions of regional equipment, weights can be assigned to regional equipment in each operating area. In the subsequent matching process, the matching degree of operating areas with good operating conditions can be increased, further improving the accuracy of business location selection.

[0086] In one embodiment, after determining the target business area for deployment of the target business equipment from the multiple business areas, it also includes: determining location information of the target business equipment deployment from the target business area based on the equipment attributes of the target business equipment and the similarity with the equipment attributes of each business equipment in the target business area.

[0087] After the business area is determined, since the business area is a range, when deploying the target business equipment, it is necessary to further determine an actual deployment location from the range of the business area.

[0088] The location information of the target business equipment deployment can be determined based on the device attributes of the target business equipment and the similarity between the device attributes of each business equipment in the target business area, thereby realizing the accurate determination process of the deployment location of the target business equipment.

[0089] The business location determination device provided by the present invention is described below. The business location determination device described below and the business location determination method described above can be referenced to each other.

[0090] like Figure 3 As shown, the device comprises:

[0091] The device attribute determination module 310 is used to determine the target business device to be deployed and the device attributes of the target business device, wherein the device attributes are used to characterize the device characteristics and device functions;

[0092] The business location determination module 320 is used to determine the target business area where the target business equipment is deployed from the multiple business areas based on the equipment attributes of the target business equipment and the area attributes of the multiple business areas, wherein the area attributes are determined based on the equipment attributes of the business equipment contained in the business area, and the business equipment contained in the business area is determined after screening multiple business equipment based on the positioning information obtained from the user's mobile terminal device.

[0093] The business location determination device provided by the present invention determines the business equipment included in the business area by obtaining the positioning information from the user's mobile terminal device, does not require the business equipment to have a positioning function, obtains the user's positioning and then analyzes the location of the business equipment. Determine the regional attributes of multiple business areas where target business equipment is to be deployed, and screen each business area based on the equipment attributes of the target business equipment and the regional attributes of multiple business areas to determine the target business area where the target business equipment is deployed, thereby realizing the automatic determination process of the business location of the target business equipment and improving the efficiency and accuracy of business location determination.

[0094] In one embodiment, the business location determination module 320 is specifically used to:

[0095] Determining a target business area for deploying the target business equipment from the multiple business areas based on the equipment attribute of the target business equipment and the area attributes of the multiple business areas includes:

[0096] sorting the multiple business areas based on the similarity between the equipment attributes of the target business equipment and the area attributes of each business area;

[0097] Based on the ranking, a target business area for deployment of the target business equipment is determined.

[0098] In one embodiment, the business location determination module 320 is further specifically configured to:

[0099] Based on the ranking, determining a target business area for deployment of the target business equipment includes:

[0100] Determine the first preset number of screening business areas in the sorting;

[0101] Based on the area type of each screened business area, a target business area that best matches the target business device is determined from a preset number of screened business areas, wherein the area type is obtained based on analyzing the location information of the screened business area.

[0102] In one embodiment, the business location determination module 320 is further specifically configured to:

[0103] The determining, based on the device attribute of the target business device and the area attributes of the multiple business areas, the target business area for deployment of the target business device from the multiple business areas includes:

[0104] Based on the device attributes of the target business device, determining the device attribute characteristics of the target business device;

[0105] Based on the regional attributes of multiple business areas, determine the regional attribute characteristics of each business area;

[0106] Based on the matching degree between the device attribute characteristics and the regional attribute characteristics of each business area, a target business area for deployment of the target business equipment is determined from the multiple business areas.

[0107] In one embodiment, the business location determination module 320 is further specifically configured to:

[0108] After determining the regional attribute characteristics of each business area based on the regional attributes of the multiple business areas, the method further includes:

[0109] Based on the operating conditions of the regional equipment in each operating area, weights are assigned to the regional equipment in each operating area.

[0110] In one embodiment, the business location determination module 320 is further specifically configured to:

[0111] After determining the target business area for deployment of the target business equipment from the multiple business areas, the method further includes:

[0112] Based on the device attributes of the target business device and the similarity between the device attributes of each business device in the target business area, the location information of the deployment of the target business device is determined from the target business area.

[0113] Figure 4 An example of a physical structure diagram of an electronic device is shown in FIG. Figure 4 As shown, the electronic device may include: a processor 410, a communications interface 420, a memory 430 and a communication bus 440, wherein the processor 410, the communications interface 420 and the memory 430 communicate with each other via the communication bus 440. The processor 410 may call the logic instructions in the memory 430 to execute the business location determination method, which includes:

[0114] Determine the target business equipment to be deployed and equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions;

[0115] Based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on positioning information obtained from the user's mobile terminal device.

[0116] In addition, the logic instructions in the above-mentioned memory 430 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on such an understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk and other media that can store program codes.

[0117] On the other hand, the present invention further provides a computer program product, the computer program product comprising a computer program, the computer program can be stored in a non-transitory computer-readable storage medium, when the computer program is executed by a processor, the computer can execute the business location determination method provided by the above methods, the method comprising:

[0118] Determine the target business equipment to be deployed and equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions;

[0119] Based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on positioning information obtained from the user's mobile terminal device.

[0120] In another aspect, the present invention further provides a non-transitory computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor, the method for determining a business location provided by the above methods is implemented, and the method comprises:

[0121] Determine the target business equipment to be deployed and equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions;

[0122] Based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on positioning information obtained from the user's mobile terminal device.

[0123] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0124] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0125] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for determining a business location, characterized in that: The method comprises: Determine the target business equipment to be deployed and equipment attributes of the target business equipment, wherein the equipment attributes are used to characterize equipment characteristics and equipment functions; Based on the device attributes of the target business device and the area attributes of multiple business areas, the target business area where the target business device is deployed is determined from the multiple business areas, the area attributes are determined based on the device attributes of the business devices included in the business area, and the business devices included in the business area are determined after screening multiple business devices based on positioning information obtained from the user's mobile terminal device.

2. The method for determining a business location according to claim 1, characterized in that: The process of determining the regional attributes of the business area includes: Collecting location information of a plurality of business devices, and determining business devices included in a business area based on the location information, wherein the location information is determined based on positioning information obtained from a user's mobile terminal device when the user uses the business device; Based on the equipment attributes of the business equipment included in the business area, the area attributes of the business area are determined.

3. The method for determining a business location according to claim 1, characterized in that: The determining, based on the device attribute of the target business device and the area attributes of the multiple business areas, the target business area for deployment of the target business device from the multiple business areas includes: sorting the multiple business areas based on the similarity between the equipment attributes of the target business equipment and the area attributes of each business area; Based on the ranking, a target business area for deployment of the target business equipment is determined.

4. The method for determining a business location according to claim 3, characterized in that: The determining, based on the ranking, a target business area for deployment of the target business equipment comprises: Determine the first preset number of screening business areas in the sorting; Based on the area type of each screened business area, a target business area that best matches the target business device is determined from a preset number of screened business areas, wherein the area type is obtained based on analyzing the location information of the screened business area.

5. The method for determining a business location according to claim 1, characterized in that: The determining, based on the device attribute of the target business device and the area attributes of the multiple business areas, the target business area for deployment of the target business device from the multiple business areas includes: Based on the device attributes of the target business device, determining the device attribute characteristics of the target business device; Based on the regional attributes of multiple business areas, determine the regional attribute characteristics of each business area; Based on the matching degree between the device attribute characteristics and the regional attribute characteristics of each business area, a target business area for deployment of the target business equipment is determined from the multiple business areas.

6. The method for determining a business location according to claim 5, characterized in that: After determining the regional attribute characteristics of each business area based on the regional attributes of the multiple business areas, the method further includes: Based on the operating conditions of the regional equipment in each operating area, weights are assigned to the regional equipment in each operating area.

7. The method for determining a business location according to claim 1, characterized in that: After determining the target business area for deployment of the target business equipment from the multiple business areas, the method further includes: Based on the device attributes of the target business device and the similarity between the device attributes of each business device in the target business area, the location information of the deployment of the target business device is determined from the target business area.

8. A business location determination device, characterized in that: include: A device attribute determination module, used to determine the target business device to be deployed and the device attributes of the target business device, wherein the device attributes are used to characterize the device characteristics and device functions; A business location determination module is used to determine a target business area where the target business equipment is deployed from the multiple business areas based on equipment attributes of the target business equipment and area attributes of the multiple business areas, wherein the area attributes are determined based on equipment attributes of the business equipment included in the business area, and the business equipment included in the business area is determined after screening multiple business equipment based on positioning information obtained from the user's mobile terminal device.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the program, the method for determining a business location according to any one of claims 1 to 7 is implemented.

10. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the method for determining a business location according to any one of claims 1 to 7 is implemented.

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