CN118014514A - Service management system and method based on electronic fence - Google Patents
Service management system and method based on electronic fence Download PDFInfo
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Abstract
A business management system and method based on electronic fence are disclosed, which can solve the problems of lacking mechanism for dynamically adjusting the working range of business personnel according to business scene in the field of management based on position, and poor maintainability and the like when the manager exceeds the range, the system does not give out the guidance of the solution and the earlier stage of setting electronic fence. By establishing the relation between the service area and the service, between the service area and the service personnel and between the service area and the service geographic range, the corresponding electronic fence is dynamically established, so that the flexibility and the adaptability of the electronic fence are improved; by combining the similar service discrimination strategy with the electronic fence discrimination strategy, when the service personnel exceeds the service range of the current service, recommending the similar service meeting the conditions to the service personnel, and improving the service developing efficiency of the service personnel; through the unique electronic fence distinguishing strategy, the workload and the data cost are reduced, and the subsequent maintainability is improved.
Description
Technical Field
The invention relates to the field of business management based on positions, in particular to a business management system and method based on electronic fence.
Background
In many industries and business scenarios, business personnel need to work within a specific business context, such as: insurance sales: insurance sales personnel often need to conduct business within the range of insurance products authorized by their company; credit officer: a loan officer typically needs to conduct business within the scope of the credit policy of his bank or financial institution; pharmaceutical representatives: pharmaceutical representatives typically need to conduct business within the scope of drugs authorized by their companies. Real estate agent: real estate brokers are typically required to conduct business across the real estate market in the area where they are located.
It follows that business personnel need to perform work within a specific business scope to ensure that the business is legal, compliant and safe. They need to know the relevant laws and regulations and the needs and risk bearing capacity of the customer in order to provide a suitable solution.
How to ensure that business personnel work in a specified business scope, the electronic fence (Geofencing) can be regarded as a viable technical solution.
Electronic fencing is a geographic location based technology that draws virtual borderlines in a specific geographic area in the real world using geolocation and Geographic Information Systems (GIS) and the like.
However, in the actual process of handling the business problem, if only the technique of electronic fence is used, although the business personnel can be restricted to develop business within a certain geographical range, a solution beyond the geographical range cannot be given.
Chinese patent No. CN116582822a, for example, discloses a method and system for determining the presence of a user by means of user location information, which relates to a method and system for determining the presence of a user by means of user location information. The method comprises the following steps: receiving a task start message for a user to start executing a task; determining an electronic fence associated with the task; receiving positioning information from a positioning device; and determining whether the user is at a task site based on the positioning information and the electronic fence. According to the method, the associated electronic fence is searched through the unique identification of the task, the task and the associated electronic fence are required to be stored in advance, the early-stage preparation workload is large, the maintainability is poor, and the method is not suitable for a management platform which is required to manage a large number of tasks and has flexible and changeable tasks; and the solution of the electronic fence of the scheme has great dependence on a third party geographic position management system.
In summary, the following problems exist in the field of location-based service management:
1. lack of a mechanism for dynamically adjusting the working range of business personnel according to business scenes;
2. after the manager goes out of range, the system does not give the guidance of the solution;
3. When the electronic fence is arranged, the early-stage workload is large and the maintainability is poor.
Disclosure of Invention
The invention aims to provide a business management system and a business management method based on an electronic fence, which are used for solving the problems that a mechanism for dynamically adjusting the working range of business personnel according to business scenes is lacked in the field of position-based management and a managed person exceeds the range in the background technology, and the system does not give the guidance of a solution; and when the electronic fence is arranged, the problems of large workload, poor maintainability and the like in the earlier stage are solved. The invention solves the problem that whether the business personnel are in the service area with business authority is judged by establishing an electronic fence judging strategy in the process of executing the task by the business personnel; if the service is not in the service area with the service authority, the service with the service authority in the service area is found out from the services of the service personnel and recommended to the service personnel.
In order to achieve the above object, the present invention provides a business management system based on an electronic fence, which is connected with a business personnel terminal in a network, wherein a business personnel performs a business through the business personnel terminal, and when the business personnel performs the business with the business personnel terminal, the business personnel terminal transmits a name of the business personnel, a current ongoing business of the business personnel, and a longitude and latitude of a position of the business personnel to the business management system, and the system is characterized by comprising: a service area inquiry module, a geographic range inquiry module, a service inquiry module and a discrimination module, wherein,
Service area query module: the service area is inquired according to the name of the business personnel transmitted by the business personnel terminal and the current ongoing business of the business personnel, and the service area is transmitted to the geographic range inquiry module;
The business inquiry module is used for inquiring the adjacent service area according to the names of the business personnel and the adjacent business transmitted by the business inquiry module and transmitting the adjacent service area to the geographic range inquiry module;
Geographic scope inquiry module: the service area inquiring module is used for inquiring a service area edge longitude and latitude set according to the service area transmitted by the service area inquiring module and transmitting the service area edge longitude and latitude set to the judging module;
The service area inquiring module is used for inquiring the longitude and latitude sets of the edges of the adjacent service areas according to the adjacent service areas transmitted by the service area inquiring module and transmitting the longitude and latitude sets of the edges of the adjacent service areas to the judging module;
And a judging module: the service area edge longitude and latitude collection is used for judging whether the service personnel are in the service geographic range according to the service personnel position longitude and latitude transmitted by the service personnel terminal and the service area edge longitude and latitude collection transmitted by the geographic range query module, if the service personnel are in the service geographic range, the discrimination module generates a message for continuing to develop the service and transmits the message to the service personnel terminal, and if the service personnel are not in the service geographic range, the discrimination module generates a message for searching for the similar service and transmits the message to the service query module;
The judging module is used for generating a message for recommending the similar service to be transmitted to the service personnel terminal according to the position longitude and latitude of the service personnel and the longitude and latitude set of the edge of the similar service area transmitted by the geographic range inquiring module and judging whether the service personnel are in the service geographic range of the similar service area according to the electronic fence judging strategy, if the service personnel are in the service geographic range of the similar service, the judging module generates a message for recommending the similar service to be transmitted to the service personnel terminal, and the service personnel select whether to develop the similar service through the service personnel terminal; if the business personnel are not in the business geographic range of the similar business, the judging module generates a message without business authority and transmits the message to the business personnel terminal, and the business personnel terminal terminates the development of the business;
And a service query module: after receiving the message of searching for the similar service transmitted by the judging module, according to the name of the service person transmitted by the service person terminal and the current ongoing service of the service person, inquiring the similar service according to a similar service inquiring policy, if the similar service is obtained by inquiring, transmitting the name of the service person and the similar service to the service area inquiring module by the service inquiring module; if the similar service is not queried, the service query module transmits the message without the service authority to the service personnel terminal, and the service personnel terminal terminates the development of the service.
The service personnel terminal is terminal equipment for carrying out service operation for service personnel, and comprises: cell phones, tablet computers, business intelligent terminal equipment and the like.
The invention further improves that an electronic fence distinguishing strategy is provided, which comprises the following specific steps:
S41: judging whether the longitude and latitude of the position of the business personnel are in the service range of a single service area or not until all the service areas corresponding to the business personnel and the business types are judged;
S42: if the longitude and latitude of the current personnel position are in a certain service area, a conclusion that the service personnel are in the service range is obtained; and if the longitude and latitude of the current personnel position are not in any corresponding service area, a conclusion that the business personnel are not in the business range is drawn.
The method for judging whether the longitude and latitude of the position of the business personnel is in the service range of a single service area comprises the following steps:
S411: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as k;
S412: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as l;
s413: counting the number of longitudes and latitudes of edges of a service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is greater than the latitude and the longitude of the position of the service personnel, and marking the number as m;
s414: counting the number of the longitudes and latitudes of the edges of the service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is smaller than the longitude of the position of the service personnel, and marking the number as n;
s415: and judging k, l, m, n whether the service personnel are all odd numbers, and if so, indicating that the longitude and latitude of the service personnel are in the service range of the service area.
The theoretical source of the method is based on geometry and internal and external discriminant theory. In the internal and external discriminant theory, in the same coordinate system, whether the point is in the interior of the curve can be judged by counting the number of boundary intersection points of the point and the curve (such as a polygon). In this method, by making rays upward, downward, leftward and rightward at the points to be discriminated, it is impossible for the straight line to enter the polygon again from the inside or to exit the polygon again from the outside without taking into consideration the non-european space, i.e., the case of crossing the boundary twice in succession is necessarily paired. The straight line may extend infinitely and the area enclosed by the closed curve is limited, so that the last crossing of the polygon boundary must be the crossing of the polygon to the outside. Thus, if a point is inside the curve, the number of intersections of the ray and the curve boundary made up, down, left, and right by that point is all odd, namely: one time from inside to outside out of the boundary + n (one time from outside into the boundary + one time from inside out of the boundary), i.e. 2n+1 times, where n is a non-negative integer, depending on the curve shape, the position of the point in the curve and the direction of the ray. Because the coordinates in China are east longitude and north latitude, the inside and outside distinguishing theory is directly extended to distinguish whether the staff is in service, and the longitude and latitude are directly used for replacing the horizontal and vertical coordinates, so that the aim of distinguishing whether the staff is in a service area through the longitude and latitude is fulfilled: for example, the statistics longitude is the same as the business personnel position longitude, the latitude is greater than the service area edge longitude and latitude number of the business personnel position latitude, the inside point can be understood to be used as a ray upwards, and the intersection point of the ray and the curve boundary is counted; the longitude and latitude of the service area edge is counted, the longitude and latitude number of the service area edge is smaller than the longitude and latitude number of the service personnel position, the inside point can be understood to do rays downwards, and the intersection point of the rays and the curve boundary is counted; counting the latitude and the longitude of the position of the business personnel, wherein the latitude and the longitude of the position of the business personnel are the same, and the number of the longitudes and the latitudes of the edges of the service area with the longitude larger than the longitude and the latitude of the position of the business personnel can be understood as taking rays from the internal point to the right and counting the intersection point of the rays and the curve boundary; the statistics of the latitude and the latitude of the position longitude of the business personnel is the same, the longitude and the latitude number of the service area edge of the longitude and the latitude of the position longitude of the business personnel are smaller than the longitude and the latitude number of the service area edge of the longitude and the latitude of the position longitude of the business personnel, and the statistics can be understood as taking rays from an internal point to the left and counting the intersection point of the rays and a curve boundary.
The invention further improves that a similar service inquiry strategy is provided, which comprises the following specific steps:
S51: inquiring other services of the service personnel according to the names of the service personnel and the current ongoing service;
S52: inquiring a corresponding feature set according to the currently ongoing service, wherein the corresponding feature set comprises a necessary feature set and a non-necessary feature set of the service; inquiring a corresponding feature set according to other services, wherein the corresponding feature set comprises a necessary feature set and a non-necessary feature set of the other services;
s53: calculating improved Jacquard similarity coefficients of the currently ongoing service and other services, wherein the calculation formula is as follows:
Wherein J (a, B) represents an improved jaccard similarity coefficient of a set of characteristics a of a currently ongoing service with a set of characteristics B of other services, a 1 is a set of necessary characteristics of a currently ongoing service, B 1 is a set of necessary characteristics of other services, a 1∩B1 represents an intersection of a 1 with B 1, |a 1∩B1 | represents the number of elements of an intersection of a 1 with B 1, |a 1∪B1 | represents the number of elements of an intersection of a 1 with B 1, a 2 is a set of unnecessary characteristics of a service, B 2 is a set of unnecessary characteristics of a service B, a 3932|a3932 represents the number of elements of an intersection of a 2 with B 2, a 2 represents the number of elements of an intersection of a 2 with B 2, |a2 represents the number of elements of an intersection of a 2 with B 2, a 2 represents the number of elements of an intersection of a 39335 with B 2, and a 2 represents a constant value;
S54: and taking other services with improved Jacquard similarity coefficients larger than the threshold value as similar service types.
The threshold is a fixed value configured in the system in advance by a service manager according to actual conditions and is stored in the system.
Wherein the meaning of the features, essential features and non-essential features is:
the characteristics are as follows: refers to some observable or measurable property or characteristic of a business or thing. Features refer to various attributes or characteristics describing the business or other business being performed by a business person;
essential features are: refers to the necessary conditions or characteristics to identify or define a service, and the lack of such characteristics will not accurately determine or describe the service. The necessary features can be used to distinguish between different primary types of traffic;
Unnecessary features: refers to the additional property or attribute that describes a certain service and is not necessary to accurately determine or describe the service. The optional features may provide more detailed information about the service but do not affect the basic definition or identification of the service.
In summary, compared with the prior art, the invention has the following beneficial effects:
1. By establishing the corresponding relation between the service area and the service, between the service area and the service personnel and between the service and the service personnel, the system can automatically screen out the corresponding service area range according to the service scene in the actual work, so that the corresponding electronic fence is dynamically established, and the flexibility and the adaptability of the electronic fence are improved;
2. By combining the similar service discrimination strategy with the electronic fence discrimination strategy, when the service personnel exceeds the service range of the current service, recommending the similar service meeting the conditions to the service personnel, and improving the service developing efficiency of the service personnel;
3. Through a unique electronic fence judging strategy, only a service area and the longitude and latitude of the edge of the corresponding service area are required to be stored for the maintenance of the electronic fence in the early stage, so that the workload and the data cost are reduced; and the subsequent maintenance of the electronic fence data only needs to be carried out according to the service area, so that the subsequent maintainability is improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the description of the embodiments will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art. Wherein:
FIG. 1 is a schematic diagram of the architecture of the present invention.
Fig. 2 is a business main flow chart of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments.
Referring to fig. 1 and 2, the present invention provides several embodiments:
Example 1
The embodiment provides a business management system based on electronic fence:
the service management system is connected with a service personnel terminal in a network, service personnel implement service through the service personnel terminal, in this embodiment, the service management personnel Zhang Mou are located in the Ningbo city, and Zhang Mou implement popularization service of the road transportation service through the service personnel terminal (mobile phone). Zhang Mou there are three types of services that can be developed at present: promotion of road transportation service, promotion of multi-type intermodal service; wherein, zhang Mou can carry out two service areas of the popularization business of road transportation service: jiangsu province service area and Anhui province service area; the service areas of the popularization service which can carry out the road transportation service are as follows: service area of Zhejiang province; the service areas of the popularization service capable of carrying out the multi-mode intermodal service are as follows: zhejiang province service area. The service area Zhang Mou may be used to perform services in this area, and in this embodiment, the service area substantially coincides with the administrative area of the province, for example: the Jiangsu province service area is basically an administrative area of Jiangsu province.
When Zhang Mou performs the operation of popularizing the service through the mobile phone, the mobile phone uploads the name of Zhang Mou and the currently ongoing service (popularizing the service of the road transportation service) to the service area query module of the service management system. And the mobile phone transmits the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of the certain position to a judging module of the service management system.
The service area query module of the service management system queries Zhang Mou a service area with the service authority according to the name Zhang Mou and the currently ongoing service (popularization service of the road transportation service), and queries Zhang Mou the service area with the service authority: jiangsu province service area and Anhui province service area. After the service area query module queries Zhang Mou the service area with the service right, the service area Zhang Mou with the service right is sent to the geographic range query module of the service management system.
And the geographic range query module of the service management system queries a longitude and latitude set of the edge of the service area according to the service area (Jiangsu province service area and Anhui province service area) transmitted by the service area query module, namely the longitude and latitude of the edge line of the Jiangsu province service area and the longitude and latitude of the edge line of the Anhui province service area. And the service area inquiry module transmits the inquired service area edge longitude and latitude set to a judging module of the service management system.
The judging module of the business management system judges whether business personnel are in the business geographic range according to the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of the service area edge longitude and latitude set transmitted by the geographic range inquiring module and the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of Zhang Mou transmitted by a mobile phone of Zhang Mou, and generates a judging result, and the specific steps are as follows:
Judging whether the longitude and latitude (30 DEG 01 'N121 DEG 25' E) of Zhang Mou is in Jiangsu province service area or not:
a1: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as those of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as k, wherein k=2;
A2: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and l is recorded as l, and l=0;
A3: counting the number of longitudes and latitudes of edges of a service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the number of longitudes and latitudes of edges of the service area, which are greater than the longitude and the latitude of the position of the service personnel, is recorded as m, and m=0;
A4: counting the number of longitudes and latitudes of edges of a service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is smaller than the longitude and the latitude of the service area, and recording n, wherein n=0;
a5: whether k, l, m, n is odd is determined, if so, it is indicated that the longitude and latitude of the position of the business person is in the service range of the service area, and k, l, m, n is even in this embodiment, so that it is determined that the longitude and latitude (30 ° 01'n 121 ° 25' e) where the business person is located is not in the service area of Jiangsu province.
Judging whether the longitude and latitude (30 DEG 01 'N121 DEG 25' E) of Zhang Mou is in an Anhui province service area or not:
B1: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as those of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as k, wherein k=0;
b2: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and l is recorded as l, and l=0;
b3: counting the number of longitudes and latitudes of edges of a service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the number of longitudes and latitudes of edges of the service area, which are greater than the longitude and the latitude of the position of the service personnel, is recorded as m, and m=0;
B4: counting the number of longitudes and latitudes of edges of a service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is smaller than the longitude and the latitude of the service area, and recording n, wherein n=4;
B5: whether k, l, m, n is odd is determined, if so, it is indicated that the longitude and latitude of the position of the business person is in the service range of the service area, and k, l, m, n is even in this embodiment, so that it is determined that the longitude and latitude (30 ° 01'n 121 ° 25' e) where the business person is located is not in the service area of the Anhui province.
After the judging module judges that the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of a certain position is not in Jiangsu province service areas and Anhui province service areas, the judging module generates a message for searching for similar services and transmits the message to the service inquiry module.
After the service query module receives the message of searching for the similar service transmitted by the judging module, the service query module queries the similar service according to the ongoing service (popularization service of the road transportation service) transmitted by the mobile phone of Zhang Mou and the name of Zhang Mou through a similar service query strategy, and the specific steps include:
c1: other businesses of Zhang Mou are queried according to Zhang Mou's name, ongoing business (popularization business of road transportation service), and the following are queried: promotion business of railway transportation service and promotion business of multi-type intermodal service;
c2: according to the currently ongoing service, inquiring the corresponding feature set, including the necessary feature set and the unnecessary feature set of the service: zhang Mou ongoing traffic (popularization traffic of road transport services):
the essential characteristics A 1 are: { highway, cargo, customer Relationship Management (CRM), vehicle tracking system };
optional feature a 2 is: {1 year, intelligent recommendation warehouse, freight risk }.
According to other services, querying a corresponding feature set comprising a necessary feature set and a non-necessary feature set of the other services:
popularization business of railway transportation service:
the essential characteristics A 1 are: { railway, good, customer Relationship Management (CRM), shift management system };
optional feature a 2 is: {1 year, intelligent recommendation warehouse, freight risk }.
Popularization business of multi-type intermodal service:
The essential characteristics A 1 are: { highway, rail, shipping, cargo, customer Relationship Management (CRM), vehicle tracking system };
optional feature a 2 is: {1 year, intelligent recommendation warehouse, freight risk }.
And C3: solving improved Jacquard similarity coefficients of other inquired services and Zhang Mou ongoing services (popularization services of road transportation services), wherein the calculation formula is as follows:
Wherein J (a, B) represents an improvement jacard similarity coefficient of a set of features a of Zhang Mou ongoing traffic (popularization traffic of road transportation service) and a set of features B of other traffic of Zhang Mou, a 1 is a set of unnecessary features of the ongoing traffic of Zhang Mou (popularization traffic of road transportation service), B Zhang Mou is a set of necessary features of other traffic, a Zhang Mou represents an intersection of a Zhang Mou and B Zhang Mou, |a3932| represents a number of elements of an intersection of a Zhang Mou and B Zhang Mou, a 3932|represents a union of a Zhang Mou and B Zhang Mou, |a3932| represents a number of elements of a Zhang Mou and B Zhang Mou, a Zhang Mou is a set of unnecessary features of the ongoing traffic of Zhang Mou (popularization traffic of road transportation service), a Zhang Mou represents an intersection of a Zhang Mou and B Zhang Mou, |a3932| represents an intersection of a Zhang Mou and B Zhang Mou, and a 3932|a2|a2| represents a number of elements of a Zhang Mou and a Zhang Mou; beta represents an unnecessary characteristic coefficient, and is a constant value, in this embodiment, 3.
Zhang Mou the improvement of ongoing traffic (promotion traffic for road transportation services) and promotion traffic for railway transportation services are the jekade similarity coefficients:
Zhang Mou the improvement of ongoing traffic (promotion traffic for road transport services) and promotion traffic for multimodal transport services are:
And C4: after the service query module calculates the improved jekcard similarity coefficient, it determines Zhang Mou that the ongoing service (popularization service of the road transportation service) and the improved jekcard similarity coefficient of the popularization service of the multi-type intermodal service are higher than the threshold 6, so that the popularization service of the multi-type intermodal service is used as the similar service, and the service query module transmits the similar service to the service area query module and the discrimination module of the service management system.
The service area inquiry module of the service management system inquires Zhang Mou the service area with the service authority according to the similar service transmitted by the service inquiry module and the Zhang Mou name transmitted by the Zhang Mou mobile phone, and inquires Zhang Mou the service area with the service authority: zhejiang province service area. After the service area query module queries Zhang Mou the service area with the service right, the service area Zhang Mou with the service right is sent to the geographic range query module of the service management system.
And the geographic range query module of the service management system queries the longitude and latitude set of the edge of the service area according to the service area (Zhejiang province service area) transmitted by the service area query module, namely the longitude and latitude of the edge line of the Zhejiang province service area. And the service area inquiry module transmits the inquired service area edge longitude and latitude set to a judging module of the service management system.
The judging module of the business management system judges whether business personnel are in the business geographic range according to the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of the service area edge longitude and latitude set transmitted by the geographic range inquiring module and the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of Zhang Mou of Zhang Mou mobile phone transmission, judges that the longitude and latitude (30 degrees 01 'N121 degrees 25' E) of Zhang Mou are in the Zhejiang province service area through judgment, and transmits the judging result and similar business to a mobile phone App of Zhang Mou.
After receiving the discrimination result and the similar service transmitted by the discrimination module, the mobile phone App of Zhang Mou recommends the similar service to Zhang Mou: promotion of multiple intermodal services. Zhang Mou whether to develop similar business or not through mobile phone App operation.
Example 2
The embodiment provides a specific use scene of a similar service query strategy, which comprises the following specific steps:
service a:
The essential characteristics A 1 are: { X bank, credit card, loan, long term, low interest rate, small amount };
Optional feature a 2 is: {3 years, low guaranty, deferrable }.
Service b:
The optional features B 1 are: { Y bank, credit card, loan, long term, low interest rate, small amount };
The optional features B 2 are: {2 years, low guaranty, deferrable }.
The necessary characteristic coefficient α is 7, the unnecessary characteristic coefficient β is 3, and the threshold value is 6.
The improved Jacquard similarity coefficients of service A and service B are:
because the improved jekcard similarity coefficient of the service a and the service b is greater than the threshold, the service a and the service b are similar services.
Claims (5)
1. The utility model provides a business management system based on electronic fence, with business personnel terminal network connection, business personnel develop business through business personnel terminal, business personnel terminal when developing business with business personnel terminal, business personnel's name, this business personnel's business that is going on at present, this business personnel position longitude and latitude transmit to business management system, characterized in that includes: a service area inquiry module, a geographic range inquiry module, a service inquiry module and a discrimination module, wherein,
Service area query module: the service area is inquired according to the name of the business personnel transmitted by the business personnel terminal and the current ongoing business of the business personnel, and the service area is transmitted to the geographic range inquiry module;
The business inquiry module is used for inquiring the adjacent service area according to the names of the business personnel and the adjacent business transmitted by the business inquiry module and transmitting the adjacent service area to the geographic range inquiry module;
Geographic scope inquiry module: the service area inquiring module is used for inquiring a service area edge longitude and latitude set according to the service area transmitted by the service area inquiring module and transmitting the service area edge longitude and latitude set to the judging module;
The service area inquiring module is used for inquiring the longitude and latitude sets of the edges of the adjacent service areas according to the adjacent service areas transmitted by the service area inquiring module and transmitting the longitude and latitude sets of the edges of the adjacent service areas to the judging module;
And a judging module: the service area edge longitude and latitude collection is used for judging whether the service personnel are in the service geographic range according to the service personnel position longitude and latitude transmitted by the service personnel terminal and the service area edge longitude and latitude collection transmitted by the geographic range query module, if the service personnel are in the service geographic range, the discrimination module generates a message for continuing to develop the service and transmits the message to the service personnel terminal, and if the service personnel are not in the service geographic range, the discrimination module generates a message for searching for the similar service and transmits the message to the service query module;
The judging module is used for generating a message for recommending the similar service to be transmitted to the service personnel terminal according to the position longitude and latitude of the service personnel and the longitude and latitude set of the edge of the similar service area transmitted by the geographic range inquiring module and judging whether the service personnel are in the service geographic range of the similar service area according to the electronic fence judging strategy, if the service personnel are in the service geographic range of the similar service, the judging module generates a message for recommending the similar service to be transmitted to the service personnel terminal, and the service personnel select whether to develop the similar service through the service personnel terminal; if the business personnel are not in the business geographic range of the similar business, the judging module generates a message without business authority and transmits the message to the business personnel terminal, and the business personnel terminal terminates the development of the business;
And a service query module: after receiving the message of searching for the similar service transmitted by the judging module, according to the name of the service person transmitted by the service person terminal and the current ongoing service of the service person, inquiring the similar service according to a similar service inquiring policy, if the similar service is obtained by inquiring, transmitting the name of the service person and the similar service to the service area inquiring module by the service inquiring module; if the similar service is not queried, the service query module transmits the message without the service authority to the service personnel terminal, and the service personnel terminal terminates the development of the service.
2. The business management system of claim 1, wherein said electronic fence discrimination strategy comprises the specific steps of:
S41: judging whether the longitude and latitude of the position of the business personnel are in the service range of a single service area or not until all the service areas corresponding to the business personnel and the business types are judged;
S42: if the longitude and latitude of the current personnel position are in a certain service area, a conclusion that the service personnel are in the service range is obtained; and if the longitude and latitude of the current personnel position are not in any corresponding service area, a conclusion that the business personnel are not in the business range is drawn.
3. The service management system according to claim 2, wherein the determining whether the longitude and latitude of the location of the service person is in the service range of the single service area specifically comprises the following steps:
S411: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as k;
S412: counting the number of the longitudes and latitudes of the edges of the service area, wherein the longitudes and latitudes of the edges of the service area are the same as the longitudes and latitudes of the positions of the service personnel, and the number of the longitudes and latitudes of the edges of the service area is recorded as l;
s413: counting the number of longitudes and latitudes of the edges of the service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is greater than the latitude and the longitude of the position of the service personnel, and marking the number as m;
s414: counting the number of the longitudes and latitudes of the edges of the service area, wherein the latitude and the longitude of the service area are the same as the latitude and the longitude of the position of the service personnel, and the longitude is smaller than the longitude of the position of the service personnel, and marking the number as n;
s415: and judging k, l, m, n whether the service personnel are all odd numbers, and if so, indicating that the longitude and latitude of the service personnel are in the service range of the service area.
4. The service management system of claim 1, wherein the close service query policy comprises the specific steps of:
S51: inquiring other services of the service personnel according to the names of the service personnel and the current ongoing service of the service personnel;
S52: inquiring a corresponding feature set according to the currently ongoing service, wherein the corresponding feature set comprises a necessary feature set and a non-necessary feature set of the service; inquiring a corresponding feature set according to other services, wherein the corresponding feature set comprises a necessary feature set and a non-necessary feature set of the other services;
s53: calculating improved Jacquard similarity coefficients of the currently ongoing service and other services, wherein the calculation formula is as follows:
Where J (a, B) represents an improved jaccard similarity coefficient for a set of features a of a currently ongoing service and a set of features B of other services, a 1 represents a set of necessary features of a currently ongoing service, B 1 represents a set of necessary features of other services, a 1∩B1 represents an intersection of a 1 and B 1, |a 1∩B1 | represents a number of elements of an intersection of a 1 and B 1, a 1∪B1 represents a union of a 1 and B 1, |a 1∪B1 | represents a number of elements of a union of a 1 and B 1, a 2 is a set of unnecessary features of service a, B 2 is a set of unnecessary features of service B, a 2∩B2 represents an intersection of a 2 and B 2, |a 2∩B2 | represents a number of elements of an intersection of a 2 and B 2, a 2∪B2 |represents a union of a 2 and B 2, a|a 2∪B2 | represents a union of a 2 and B 2, and a constant value of necessary coefficients are determined.
S54: and taking other services with improved Jacquard similarity coefficients larger than the threshold value as similar service types.
5. The business management method based on the electronic fence is characterized by comprising the following specific steps of:
s1: the service personnel develop the service through the service personnel terminal, when the service personnel develop the service with the service personnel terminal, the service personnel terminal transmits the name of the service personnel, the currently ongoing service of the service personnel and the longitude and latitude of the position of the service personnel to the service management system;
S2: the service area inquiry module inquires a service area according to the name of the service personnel transmitted by the service personnel terminal and the currently ongoing service of the service personnel, and transmits the service area to the geographic range inquiry module;
S3: the geographic range query module queries a longitude and latitude set of the edge of the service area according to the service area transmitted by the service area query module, and transmits the longitude and latitude set of the edge of the service area to the judging module;
S4: the judging module judges whether the business personnel are in the business geographic range according to the business personnel position longitude and latitude transmitted by the business personnel terminal and the service area edge longitude and latitude set transmitted by the geographic range inquiring module and the electronic fence judging strategy, if the business personnel are in the business geographic range, the judging module generates a message for continuing to develop business to be transmitted to the business personnel terminal, S9 is executed, and if the business personnel are not in the business geographic range, the judging module generates a message for searching for similar business to be transmitted to the business inquiring module, S5 is executed;
S5: after the service inquiry module receives the message of searching for the similar service transmitted by the judging module, inquiring the similar service through a similar service inquiry strategy according to the name of the service person transmitted by the service person terminal and the currently ongoing service of the service person, and if the similar service is obtained by inquiry, transmitting the name of the service person and the similar service to the service area inquiry module by the service inquiry module to execute S6; if the similar service is not queried, the service query module transmits a message without service authority to a service personnel terminal, and the service personnel terminal terminates the development of the service and executes S9;
S6: the service area inquiry module inquires a similar service area according to the names of the service personnel and the similar service transmitted by the service inquiry module, and transmits the similar service area to the geographic range inquiry module;
S7: the geographic range query module queries a longitude and latitude set of the edge of the adjacent service area according to the adjacent service area transmitted by the service area query module, and transmits the longitude and latitude set of the edge of the adjacent service area to the discrimination module;
S8: the judging module judges whether the business personnel are in the business geographic range of the similar business service area according to the longitude and latitude of the position of the business personnel transmitted by the business personnel terminal and the longitude and latitude set of the edge of the similar business service area transmitted by the geographic range inquiring module, and judges whether the business personnel are in the business geographic range of the similar business service area or not according to the electronic fence judging strategy, if the business personnel are in the business geographic range of the similar business, the judging module generates a message for recommending the similar business to transmit to the business personnel terminal, and the business personnel select whether to develop the similar business or not through the business personnel terminal; if the business personnel are not in the business geographic range of the similar business, the judging module generates a message without business authority and transmits the message to the business personnel terminal, and the business personnel terminal terminates the development of the business;
S9: and (5) ending.
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