CN118014514A - A business management system and method based on electronic fence - Google Patents
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Abstract
Description
技术领域Technical Field
本发明涉及基于位置的业务管理领域,具体为一种基于电子围栏的业务管理系统及方法。The present invention relates to the field of location-based business management, and in particular to a business management system and method based on electronic fences.
背景技术Background technique
在许多行业和业务场景中,业务人员需要在特定的业务范围内开展工作,例如:保险销售:保险销售人员通常需要在其公司所授权的保险产品范围内开展业务;信贷员:信贷员通常需要在其银行或金融机构的信贷政策范围内开展业务;医药代表:医药代表通常需要在其公司所授权的药品范围内开展业务。房地产经纪人:房地产经纪人通常需要在其所在地区的房地产市场范围内开展业务。In many industries and business scenarios, business personnel need to work within a specific business scope, for example: Insurance sales: Insurance sales personnel usually need to work within the scope of insurance products authorized by their company; Loan officers: Loan officers usually need to work within the scope of the credit policy of their bank or financial institution; Medical representatives: Medical representatives usually need to work within the scope of drugs authorized by their company. Real estate agents: Real estate agents usually need to work within the scope of the real estate market in their area.
由此可见,业务人员需要在特定的业务范围内开展工作,以确保业务合法、合规和安全。他们需要了解相关的法律法规和政策,以及客户的需求和风险承受能力,从而提供合适的解决方案。It can be seen that business personnel need to work within a specific business scope to ensure that the business is legal, compliant and safe. They need to understand relevant laws, regulations and policies, as well as customer needs and risk tolerance, so as to provide appropriate solutions.
如何确保业务人员在规定的业务范围中开展工作,电子围栏(Geofencing)可被视为一项可行的技术解决方案。How to ensure that business personnel carry out their work within the prescribed business scope? Geofencing can be considered as a feasible technical solution.
电子围栏是一种基于地理位置的技术,通过使用地理定位和地理信息系统(GIS)等相关技术,将虚拟的边界线绘制在现实世界中的特定地理区域中。Electronic fencing is a location-based technology that draws virtual boundaries in specific geographic areas in the real world by using geolocation and related technologies such as geographic information systems (GIS).
但在实际处理业务问题过程中,如果仅使用电子围栏这项技术,虽然可以限制业务人员在一定地理范围内开展业务,但并不能给出超出这些地理范围后的解决方案。However, in the actual process of handling business problems, if only the electronic fence technology is used, although it can limit business personnel to conduct business within a certain geographical range, it cannot provide solutions beyond these geographical ranges.
如专利号为CN116582822A的中国专利公开了一种通过用户定位信息来确定用户在场的方法和系统,该发明涉及通过用户定位信息来确定用户在场的方法和系统。该方法包括:接收用户开始执行任务的任务开始消息;确定与所述任务相关联的电子围栏;接收来自定位装置的定位信息;以及基于所述定位信息和所述电子围栏来确定所述用户是否处于任务现场。该发明通过任务的唯一性标识来查找关联的电子围栏,这需要事先对任务以及相关联的电子围栏进行存储,前期准备工作量大且可维护性差,并且不适用于需要管理大量任务且任务灵活多变的管理平台;并且该方案电子围栏的解决方案对第三方地理位置管理系统的依赖性较大。For example, a Chinese patent with patent number CN116582822A discloses a method and system for determining the presence of a user through user location information. This invention relates to a method and system for determining the presence of a user through user location information. The method includes: receiving a task start message from a user to start executing a task; determining an electronic fence associated with the task; receiving location information from a positioning device; and determining whether the user is at the task site based on the location information and the electronic fence. This invention searches for the associated electronic fence through the unique identifier of the task, which requires the task and the associated electronic fence to be stored in advance. The amount of preliminary preparation work is large and the maintainability is poor. It is not suitable for management platforms that need to manage a large number of tasks and the tasks are flexible and changeable. In addition, the electronic fence solution of this scheme is highly dependent on a third-party geographic location management system.
综上所述,在基于位置的业务管理领域存在如下问题:In summary, the following problems exist in the field of location-based service management:
1、缺少根据业务场景动态调整业务人员的工作范围的机制;1. Lack of a mechanism to dynamically adjust the work scope of business personnel based on business scenarios;
2、被管理者超出范围后,系统并未给出解决方案的引导;2. After the manager exceeds the scope, the system does not provide guidance on solutions;
3、设置电子围栏时,前期工作量大且可维护性差。3. When setting up an electronic fence, the initial workload is large and the maintainability is poor.
发明内容Summary of the invention
本发明的目的在于提供一种基于电子围栏的业务管理系统及方法,以解决上述背景技术中提出的在基于位置的管理领域中存在的缺少根据业务场景动态调整业务人员的工作范围的机制、被管理者超出范围后,系统并未给出解决方案的引导;以及设置电子围栏时,前期工作量大且可维护性差等问题。本发明的解决思路是通过建立电子围栏判别策略,在业务人员执行任务的过程中,判断业务人员是否在具有业务权限的服务区域之内;如果不在具有业务权限的服务区域之内,则在该业务人员的业务中找出在该服务区域内具有业务权限的业务,并推荐给该业务人员。The purpose of the present invention is to provide a business management system and method based on electronic fences, so as to solve the problems in the field of location-based management proposed in the above background technology, such as the lack of a mechanism to dynamically adjust the work scope of business personnel according to business scenarios, the system does not provide guidance for solutions after the manager exceeds the scope, and the large amount of preliminary work and poor maintainability when setting up electronic fences. The solution idea of the present invention is to establish an electronic fence discrimination strategy to determine whether the business personnel are within the service area with business authority during the process of the business personnel performing tasks; if they are not within the service area with business authority, then find out the business with business authority within the service area among the business personnel's businesses and recommend them to the business personnel.
为实现上述目的,本发明提供一种基于电子围栏的业务管理系统,与业务人员终端网络连接,业务人员通过业务人员终端开展业务,业务人员在用业务人员终端开展业务时,业务员人员终端将业务人员姓名、该业务人员目前正在进行的业务、该业务人员位置经纬度传输至业务管理系统,其特征在于,包括:服务区域查询模块、地理范围查询模块、业务查询模块和判别模块,其中,To achieve the above-mentioned purpose, the present invention provides a business management system based on an electronic fence, which is connected to a business personnel terminal network. Business personnel conduct business through the business personnel terminal. When the business personnel conduct business with the business personnel terminal, the business personnel terminal transmits the name of the business personnel, the business currently being conducted by the business personnel, and the longitude and latitude of the business personnel's location to the business management system. It is characterized by comprising: a service area query module, a geographic range query module, a business query module and a discrimination module, wherein,
服务区域查询模块:用于根据业务人员终端传输的业务人员姓名、该业务人员目前正在进行的业务,查询出服务区域,并将服务区域传输至地理范围查询模块;Service area query module: used to query the service area according to the name of the business personnel transmitted by the business personnel terminal and the business currently being conducted by the business personnel, and transmit the service area to the geographic range query module;
用于根据业务查询模块传输的业务人员姓名和相近业务,查询出相近服务区域,并将相近业务服务区域传输至地理范围查询模块;Used to query similar service areas based on the business personnel names and similar businesses transmitted by the business query module, and transmit the similar business service areas to the geographic range query module;
地理范围查询模块:用于根据服务区域查询模块传输的服务区域,查询出服务区域边缘经纬度集合,并将服务区域边缘经纬度集合传输至判别模块;Geographic range query module: used to query the service area edge longitude and latitude set according to the service area transmitted by the service area query module, and transmit the service area edge longitude and latitude set to the discrimination module;
用于根据服务区域查询模块传输的相近业务服务区域,查询出相近业务服务区域边缘经纬度集合,并将相近业务服务区域边缘经纬度集合传输至判别模块;Used to query the edge longitude and latitude sets of the similar business service areas according to the similar business service areas transmitted by the service area query module, and transmit the edge longitude and latitude sets of the similar business service areas to the determination module;
判别模块:用于根据业务人员终端传输的该业务人员位置经纬度、地理范围查询模块传输的服务区域边缘经纬度集合,根据电子围栏判别策略,判断业务人员是否处于业务地理范围内,如果业务人员处于业务地理范围内,则判别模块产生继续开展业务的消息传输至业务人员终端,如果业务人员不处于业务地理范围内,则判别模块产生查找相近业务的消息传输至业务查询模块;The discrimination module is used to determine whether the business personnel are within the business geographic scope according to the longitude and latitude of the business personnel's location transmitted by the business personnel terminal and the set of longitude and latitude of the edge of the service area transmitted by the geographic scope query module, and according to the electronic fence discrimination strategy. If the business personnel are within the business geographic scope, the discrimination module generates a message to continue to carry out business and transmits it to the business personnel terminal; if the business personnel are not within the business geographic scope, the discrimination module generates a message to find similar business and transmits it to the business query module;
用于根据业务人员终端传输的该业务人员位置经纬度、地理范围查询模块传输的相近业务服务区域边缘经纬度集合,根据电子围栏判别策略,判断业务人员是否处于相近业务服务区域业务地理范围内,如果业务人员处于相近业务的业务地理范围内,则判别模块产生推荐相近业务的消息传输至业务人员终端,业务人员通过业务人员终端选择是否开展相近业务;如果业务人员不处于相近业务的业务地理范围内,则判别模块产生不具有业务权限的消息传输至业务人员终端,业务人员终端终止开展业务;Used to determine whether the business personnel is within the business geographical scope of the similar business service area according to the longitude and latitude of the business personnel's location transmitted by the business personnel terminal and the set of longitude and latitude of the edge of the similar business service area transmitted by the geographic scope query module, according to the electronic fence discrimination strategy; if the business personnel is within the business geographical scope of the similar business, the discrimination module generates a message recommending the similar business and transmits it to the business personnel terminal, and the business personnel chooses whether to carry out the similar business through the business personnel terminal; if the business personnel is not within the business geographical scope of the similar business, the discrimination module generates a message of not having business authority and transmits it to the business personnel terminal, and the business personnel terminal stops carrying out the business;
业务查询模块:用于接收到判别模块传输的查找相近业务的消息后,根据业务人员终端传输的业务人员姓名、该业务人员目前正在进行的业务,根据相近业务查询策略,查询相近业务,如果查询得到相近业务,则业务查询模块将业务人员姓名和相近业务传输至服务区域查询模块;如果没有查询到相近业务,则业务查询模块将不具有业务权限的消息传输至业务人员终端,业务人员终端终止开展业务。Business query module: After receiving the message for searching similar businesses transmitted by the discrimination module, the business query module queries similar businesses according to the name of the business personnel transmitted by the business personnel terminal and the business currently being conducted by the business personnel, based on the similar business query strategy. If similar businesses are found, the business query module transmits the name of the business personnel and the similar businesses to the service area query module; if no similar businesses are found, the business query module transmits a message that it does not have business authority to the business personnel terminal, and the business personnel terminal terminates the business.
其中,业务人员终端为业务人员进行业务操作的终端设备,包括:手机、平板电脑、商务智能终端设备等。Among them, the business personnel terminal is the terminal device used by the business personnel to perform business operations, including: mobile phones, tablet computers, business intelligent terminal devices, etc.
本发明进一步改进在于,提供了一种电子围栏判别策略,包括以下具体步骤:The present invention is further improved in that it provides an electronic fence identification strategy, including the following specific steps:
S41:判断该业务人员位置经纬度是否处于单个服务区域的服务范围中,直至业务人员与业务种类对应的服务区域全部判断完毕为止;S41: Determine whether the longitude and latitude of the business personnel's location is within the service range of a single service area, until all service areas corresponding to the business personnel and business types are determined;
S42:如果当前人员位置的经纬度在某个服务区域中,则得出业务人员处于业务范围内的结论;如果当前人员位置的经纬度不在任何一个对应的服务区域中,则得出该业务人员不在业务范围内的结论。S42: If the longitude and latitude of the current personnel location are within a certain service area, it is concluded that the business personnel is within the business scope; if the longitude and latitude of the current personnel location are not within any corresponding service area, it is concluded that the business personnel is not within the business scope.
其中,判断该业务人员位置经纬度是否处于单个服务区域的服务范围中,具体包括以下步骤:The process of determining whether the longitude and latitude of the business personnel's location is within the service range of a single service area specifically includes the following steps:
S411:统计经度与该业务人员位置经纬度的经度相同,纬度大于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作k;S411: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are greater than the longitudes and latitudes of the business personnel's location, recorded as k;
S412:统计经度与该业务人员位置经纬度的经度相同,纬度小于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作l;S412: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are smaller than the longitudes and latitudes of the business personnel's location, recorded as l;
S413:统计纬度与该业务人员位置经纬度的纬度相同,经度大于该业务人员位置经纬度的经度的服务区域服务范围边缘经纬度个数,记作m;S413: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are greater than the longitudes and latitudes of the business personnel's location, recorded as m;
S414:统计纬度与该业务人员位置经纬度的纬度相同,经度小于该业务人员位置经纬度的经度的服务区域边缘经纬度个数,记作n;S414: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are smaller than the longitudes and latitudes of the business personnel's location, recorded as n;
S415:判断k、l、m、n是否都是奇数,如果都是奇数,说明该业务人员位置经纬度处于服务区域的服务范围中。S415: Determine whether k, l, m, and n are all odd numbers. If they are all odd numbers, it means that the longitude and latitude of the business personnel's location are within the service range of the service area.
上述方法的理论来源基于几何学和内外判别理论。在内外判别理论中,在同一坐标系中,通过统计点与曲线(如多边形)的边界交点的数量,可以判断点是否在曲线的内部。而在这种方法中,通过在需要判别的点向上、向下、向左和向右做射线的方式,在不考虑非欧空间的情况下,直线不可能从内部再次进入多边形,或从外部再次穿出多边形,即连续两次穿越边界的情况必然成对。直线可以无限延伸,而闭合曲线包围的区域是有限的,因此最后一次穿越多边形边界,一定是穿出多边形,到达外部。因此,如果一个点在曲线的内部,那该点向上、向下、向左和向右做出的射线与曲线边界交点的数量均为奇数,即为:由内到外穿出边界的一次+n*(由外穿入边界的一次+由内穿出边界的一次)即2n+1次,其中,n为非负整数,取决于曲线形状、点在曲线中的位置以及射线的方向。由于中国境内的坐标均为东经与北纬,因此直接将内外判别理论引申至判别工作人员是否处于服务内,用经纬度直接代替横纵坐标,从而达到通过经纬度判别工作人员是否处于服务区域内的目的:例如统计经度与该业务人员位置经度相同,纬度大于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,可以理解由内部的点向上做射线,并统计射线与曲线边界的交点;统计经度与该业务人员位置经纬度的经度相同,纬度小于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,可以理解由内部的点向下做射线,并统计射线与曲线边界的交点;统计纬度与该业务人员位置经纬度的纬度相同,经度大于该业务人员位置经纬度的经度的服务区域边缘经纬度个数,可以理解为由内部的点向右做射线,并统计射线与曲线边界的交点;统计纬度与该业务人员位置经纬度的纬度相同,经度小于该业务人员位置经纬度的经度的服务区域边缘经纬度个数,可以理解为由内部的点向左做射线,并统计射线与曲线边界的交点。The theoretical source of the above method is based on geometry and inside-outside discrimination theory. In the inside-outside discrimination theory, in the same coordinate system, by counting the number of intersections between a point and the boundary of a curve (such as a polygon), it is possible to determine whether a point is inside the curve. In this method, by making rays upward, downward, left, and right at the point to be judged, without considering non-Euclidean space, it is impossible for a straight line to enter the polygon again from the inside or pass through the polygon again from the outside, that is, two consecutive crossings of the boundary must be in pairs. A straight line can be extended infinitely, while the area enclosed by a closed curve is limited, so the last crossing of the polygon boundary must be passing through the polygon and reaching the outside. Therefore, if a point is inside the curve, the number of intersections between the rays made by the point upward, downward, left, and right and the boundary of the curve is an odd number, that is: one time of passing through the boundary from the inside to the outside + n*(one time of entering the boundary from the outside + one time of passing through the boundary from the inside), that is, 2n+1 times, where n is a non-negative integer, depending on the shape of the curve, the position of the point in the curve, and the direction of the ray. Since the coordinates in China are all east longitude and north latitude, the inside-outside discrimination theory is directly extended to determine whether the staff is within the service area, and longitude and latitude are used directly instead of horizontal and vertical coordinates, so as to achieve the purpose of determining whether the staff is within the service area by longitude and latitude: for example, count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes of the business personnel's location and whose latitudes are greater than the latitudes of the business personnel's location. It can be understood that a ray is drawn upward from the internal point, and the intersection points of the ray and the curve boundary are counted; count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are less than the latitudes of the business personnel's location. The number of longitudes and latitudes at the edge of the service area can be understood as drawing a ray downward from an internal point and counting the intersections of the ray with the curve boundary; counting the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are greater than the longitudes and latitudes of the business personnel's location can be understood as drawing a ray from an internal point to the right and counting the intersections of the ray with the curve boundary; counting the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are less than the longitudes and latitudes of the business personnel's location can be understood as drawing a ray from an internal point to the left and counting the intersections of the ray with the curve boundary.
本发明进一步改进在于,提供了一种相近业务查询策略,包括以下具体步骤:The present invention is further improved in that it provides a similar business query strategy, comprising the following specific steps:
S51:根据业务人员姓名、目前正在进行的业务,查询业务人员的其他业务;S51: Query other businesses of the business personnel according to the name of the business personnel and the business currently being carried out;
S52:根据目前正在进行的业务,查询对应的特征的集合,包括该业务的必要特征集合和非必要特征集合;根据其他业务,查询对应的特征的集合,包括其他业务的必要特征集合和非必要特征集合;S52: querying a corresponding feature set according to the currently ongoing service, including a necessary feature set of the service; querying a corresponding feature set according to other services, including a necessary feature set and a non-essential feature set of other services;
S53:计算目前正在进行的业务与其他业务的改进杰卡德相似系数,计算公式为:S53: Calculate the improved Jaccard similarity coefficient between the current business and other businesses. The calculation formula is:
其中,J(A,B)表示目前正在进行的业务的特征的集合A与其他业务的特征的集合B的改进杰卡德相似系数,A1为目前正在进行的业务的必要特征的集合,B1为其他业务的必要特征的集合,A1∩B1表示A1与B1的交集,|A1∩B1|表示A1与B1的交集的元素的个数,A1∪B1表示A1与B1的并集,|A1∪B1|表示A1与B1的并集的元素的个数,A2为业务a的非必要特征的集合,B2为业务b的非必要特征的集合,A2∩B2表示A2与B2的交集,|A2∩B2|表示A2与B2的交集的元素的个数,A2∪B2表示A2与B2的并集,|A2∪B2|表示A2与B2的并集的元素的个数,α表示必要特征系数,为定值,β表示非必要特征系数,为定值;wherein J(A,B) represents the improved Jaccard similarity coefficient between the feature set A of the currently ongoing business and the feature set B of other businesses, A1 is the set of necessary features of the currently ongoing business, B1 is the set of necessary features of other businesses, A1∩B1 represents the intersection of A1 and B1, |A1∩B1| represents the number of elements in the intersection of A1 and B1, A1∪B1 represents the union of A1 and B1 , | A1∪B1 | represents the number of elements in the union of A1 and B1 , A2 is the set of non-essential features of business a, B2 is the set of non-essential features of business b, A2∩B2 represents the intersection of A2 and B2 , | A2∩B2 | represents the number of elements in the intersection of A2 and B2 , A2∪B2 represents the intersection of A2 and B 2 , |A 2 ∪B 2 | represents the number of elements in the union of A 2 and B 2 , α represents the necessary characteristic coefficient, which is a constant, and β represents the non-essential characteristic coefficient, which is a constant;
S54:将改进杰卡德相似系数大于阈值的其他业务作为相近业务种类。S54: other businesses whose improved Jaccard similarity coefficient is greater than a threshold are regarded as similar business types.
其中,阈值为业务主管根据实际情况,事先在系统中配置的定值,并且存储在系统中。The threshold is a fixed value configured in advance in the system by the business manager according to the actual situation and is stored in the system.
其中,特征、必要特征和非必要特征的含义为:The meanings of characteristics, essential characteristics and non-essential characteristics are as follows:
特征:指业务或事物具有的某些可观察或可衡量的属性或特性。特征是指描述业务人员正在进行的业务或其他业务的各种属性或特性;Characteristics: refers to certain observable or measurable attributes or characteristics of a business or thing. Characteristics refer to various attributes or characteristics that describe the business being conducted by business personnel or other businesses;
必要特征:指识别或定义某个业务的必要条件或特性,缺少这些特性将无法准确地确定或描述该业务。必要特征可用于区分不同主要类型的业务;Necessary characteristics: refers to the necessary conditions or characteristics that identify or define a business. Without these characteristics, the business cannot be accurately identified or described. Necessary characteristics can be used to distinguish different major types of business;
非必要特征:指描述某个业务的附加特性或属性,对于准确确定或描述业务并不是必需的。非必要特征可以提供有关业务的更多详细信息,但不影响业务的基本定义或识别。Non-essential characteristics: Refers to additional features or attributes that describe a business and are not necessary to accurately identify or describe the business. Non-essential characteristics can provide more detailed information about the business but do not affect the basic definition or identification of the business.
综上,与现有技术相比,本发明具有如下有益效果:In summary, compared with the prior art, the present invention has the following beneficial effects:
1、通过建立服务区域与业务、服务区域与业务人员、业务与业务人员的对应关系,使得业务人员在实际工作中,系统可以根据业务场景自动筛选出对应的服务区域范围,从而动态建立对应的电子围栏,增加了电子围栏的灵活性和适应性;1. By establishing the corresponding relationship between service area and business, service area and business personnel, and business and business personnel, the system can automatically select the corresponding service area range according to the business scenario in the actual work of business personnel, so as to dynamically establish the corresponding electronic fence, which increases the flexibility and adaptability of the electronic fence;
2、通过相近业务判别策略,结合电子围栏判别策略,在业务人员超出当前业务的业务范围时,向业务人员推荐符合条件的相近业务,提升了业务人员开展业务的效率;2. Through the similar business identification strategy and the electronic fence identification strategy, when the business personnel exceed the business scope of the current business, the business personnel are recommended similar businesses that meet the conditions, which improves the efficiency of the business personnel in conducting business;
3、通过独特的电子围栏判别策略,使得前期对于“电子围栏”的维护仅需要存储服务区域及对应的服务区域边缘经纬度,降低了工作量以及数据成本;且后续仅需要根据服务区域维护“电子围栏”数据,提升了后续可维护性。3. Through the unique electronic fence identification strategy, the initial maintenance of the "electronic fence" only requires the storage of the service area and the corresponding longitude and latitude of the service area edge, reducing the workload and data cost; and subsequently only the "electronic fence" data needs to be maintained according to the service area, improving the subsequent maintainability.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了更清楚地说明本发明实施例的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其它的附图。其中:In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following briefly introduces the drawings required for describing the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative labor. Among them:
图1是本发明的架构示意图。FIG. 1 is a schematic diagram of the architecture of the present invention.
图2是本发明的业务主流程图。FIG. 2 is a main business flow chart of the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅是本发明一部分实施例,而不是全部的实施例。The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments.
请参阅图1和图2,本发明提供几个实施例:Please refer to Figures 1 and 2, the present invention provides several embodiments:
实施例1Example 1
本实施例提供一种基于电子围栏的业务管理系统:This embodiment provides a business management system based on electronic fence:
该业务管理系统与业务人员终端网络连接,业务管理人员通过业务人员终端实施业务,本实施例中业务管理人员张某位于宁波市内,张某通过业务人员终端(手机)实施公路运输服务的推广业务。张某目前可以开展的业务有三种:公路运输服务的推广业务、公路运输服务的推广业务、多式联运服务的推广业务;其中,张某可以进行公路运输服务的推广业务的服务区域有两个:江苏省服务区域、安徽省服务区域;可以进行公路运输服务的推广业务的服务区域有一个:浙江省服务区域;可以进行多式联运服务的推广业务的服务区域有一个:浙江省服务区域。服务区域为张某可以在该区域开展业务,本实施例中服务区域基本与该省的行政区域重合,比如:江苏省服务区域基本为江苏省的行政区域。The business management system is connected to the business personnel terminal network, and the business management personnel implement the business through the business personnel terminal. In this embodiment, the business management personnel Zhang is located in Ningbo City, and Zhang implements the promotion business of road transport services through the business personnel terminal (mobile phone). There are three types of business that Zhang can currently carry out: promotion business of road transport services, promotion business of road transport services, and promotion business of multimodal transport services; among them, Zhang has two service areas for road transport service promotion business: Jiangsu Province service area and Anhui Province service area; there is one service area for road transport service promotion business: Zhejiang Province service area; there is one service area for multimodal transport service promotion business: Zhejiang Province service area. The service area is the area where Zhang can carry out business. In this embodiment, the service area basically overlaps with the administrative area of the province. For example: the service area of Jiangsu Province is basically the administrative area of Jiangsu Province.
当张某通过手机实施推广业务的操作时,手机将张某的姓名、目前正在进行的业务(公路运输服务的推广业务)上传至业务管理系统的服务区域查询模块。并且手机将张某所处的经纬度(30°01'N 121°25'E)传输至业务管理系统的判别模块。When Zhang uses his mobile phone to promote his business, the mobile phone uploads Zhang's name and the business he is currently doing (promotion of road transport services) to the service area query module of the business management system. The mobile phone also transmits Zhang's latitude and longitude (30°01'N 121°25'E) to the identification module of the business management system.
业务管理系统的服务区域查询模块根据张某的姓名、目前正在进行的业务(公路运输服务的推广业务)查询张某具有该业务权限的服务区域,查询得到张某具有该业务权限的服务区域:江苏省服务区域、安徽省服务区域。服务区域查询模块查询出张某具有该业务权限的服务区域后,将张某具有该业务权限的服务区域发送至业务管理系统的地理范围查询模块。The service area query module of the business management system queries the service area for which Zhang has the business authority based on Zhang's name and the business currently being carried out (promotion of highway transport services), and obtains the service areas for which Zhang has the business authority: Jiangsu Province service area and Anhui Province service area. After the service area query module finds out the service areas for which Zhang has the business authority, it sends the service areas for which Zhang has the business authority to the geographic scope query module of the business management system.
业务管理系统的地理范围查询模块根据服务区域查询模块传输的服务区域(江苏省服务区域、安徽省服务区域),查询出服务区域边缘经纬度集合,即为江苏省服务区域的边缘线的经纬度和安徽省服务区域的边缘线的经纬度。并且服务区域查询模块将查询出的服务区域边缘经纬度集合传输至业务管理系统的判别模块。The geographic range query module of the business management system queries the service area edge longitude and latitude set based on the service area (Jiangsu Province service area, Anhui Province service area) transmitted by the service area query module, that is, 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 query module transmits the query service area edge longitude and latitude set to the discrimination module of the business management system.
业务管理系统的判别模块根据地理范围查询模块传输的服务区域边缘经纬度集合、张某的手机传输的张某所处的经纬度(30°01'N 121°25'E),根据电子围栏判别策略,判断业务人员是否处于业务地理范围内,产生判断结果,具体步骤为:The identification module of the business management system determines whether the business personnel are within the business geographic scope based on the set of longitude and latitude of the service area edge transmitted by the geographic scope query module and the longitude and latitude of Zhang (30°01'N 121°25'E) transmitted by Zhang's mobile phone, and generates a judgment result according to the electronic fence identification strategy. The specific steps are as follows:
判断张某所处的经纬度(30°01'N 121°25'E)是否在江苏省服务区域中:Determine whether Zhang's latitude and longitude (30°01'N 121°25'E) is within the service area of Jiangsu Province:
A1:统计经度与该业务人员位置经纬度的经度相同,纬度大于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作k,k=2;A1: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are greater than the longitudes and latitudes of the business personnel's location, denoted as k, k=2;
A2:统计经度与该业务人员位置经纬度的经度相同,纬度小于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作l,l=0;A2: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are smaller than the longitudes and latitudes of the business personnel's location, denoted as l, where l=0;
A3:统计纬度与该业务人员位置经纬度的纬度相同,经度大于该业务人员位置经纬度的经度的服务区域服务范围边缘经纬度个数,记作m,m=0;A3: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are greater than the longitudes and latitudes of the business personnel's location, denoted as m, where m=0;
A4:统计纬度与该业务人员位置经纬度的纬度相同,经度小于该业务人员位置经纬度的经度的服务区域服务范围边缘经纬度个数,记作n,n=0;A4: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are smaller than the longitudes and latitudes of the business personnel's location, denoted as n, where n=0;
A5:判断k、l、m、n是否都是奇数,如果都是奇数,说明该业务人员位置经纬度处于服务区域的服务范围中,本实施例中k、l、m、n均为偶数,因此判断出张某所处的经纬度(30°01'N 121°25'E)并不在江苏省服务区域的中。A5: Determine whether k, l, m, and n are all odd numbers. If they are all odd numbers, it means that the longitude and latitude of the business personnel's location are within the service range of the service area. In this embodiment, k, l, m, and n are all even numbers. Therefore, it is determined that the longitude and latitude (30°01'N 121°25'E) where Zhang is located is not in the service area of Jiangsu Province.
判断张某所处的经纬度(30°01'N 121°25'E)是否在安徽省服务区域中:Determine whether Zhang's latitude and longitude (30°01'N 121°25'E) is within the service area of Anhui Province:
B1:统计经度与该业务人员位置经纬度的经度相同,纬度大于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作k,k=0;B1: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are greater than the longitudes and latitudes of the business personnel's location, denoted as k, k=0;
B2:统计经度与该业务人员位置经纬度的经度相同,纬度小于该业务人员位置经纬度的纬度的服务区域边缘经纬度个数,记作l,l=0;B2: Count the number of longitudes and latitudes at the edge of the service area whose longitudes are the same as the longitudes and latitudes of the business personnel's location and whose latitudes are smaller than the longitudes and latitudes of the business personnel's location, denoted as l, where l=0;
B3:统计纬度与该业务人员位置经纬度的纬度相同,经度大于该业务人员位置经纬度的经度的服务区域服务范围边缘经纬度个数,记作m,m=0;B3: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are greater than the longitudes and latitudes of the business personnel's location, denoted as m, where m=0;
B4:统计纬度与该业务人员位置经纬度的纬度相同,经度小于该业务人员位置经纬度的经度的服务区域服务范围边缘经纬度个数,记作n,n=4;B4: Count the number of longitudes and latitudes at the edge of the service area whose latitudes are the same as the longitudes and latitudes of the business personnel's location and whose longitudes are smaller than the longitudes and latitudes of the business personnel's location, denoted as n, n=4;
B5:判断k、l、m、n是否都是奇数,如果都是奇数,说明该业务人员位置经纬度处于服务区域的服务范围中,本实施例中k、l、m、n均为偶数,因此判断出张某所处的经纬度(30°01'N 121°25'E)并不在安徽省服务区域中。B5: Determine whether k, l, m, and n are all odd numbers. If they are all odd numbers, it means that the longitude and latitude of the business personnel's location are within the service range of the service area. In this embodiment, k, l, m, and n are all even numbers. Therefore, it is determined that the longitude and latitude of Zhang (30°01'N 121°25'E) are not within the service area of Anhui Province.
判别模块判断出张某所处的经纬度(30°01'N 121°25'E)并不在江苏省服务区域和安徽省服务区域的中后,判别模块产生查找相近业务的消息传输至业务查询模块。After the determination module determines that Zhang's longitude and latitude (30°01'N 121°25'E) are not in the middle of the service area of Jiangsu Province and the service area of Anhui Province, the determination module generates a message for searching for similar services and transmits it to the service query module.
业务查询模块接收到判别模块传输的查找相近业务的消息后,业务查询模块根据张某的手机传输的正在进行的业务(公路运输服务的推广业务)、张某的姓名,通过相近业务查询策略,查询相近业务,具体步骤包括:After the business query module receives the message of searching for similar business transmitted by the discrimination module, the business query module searches for similar business according to the ongoing business (promotion business of road transport service) transmitted by Zhang's mobile phone and Zhang's name through the similar business query strategy. The specific steps include:
C1:根据张某的姓名、正在进行的业务(公路运输服务的推广业务),查询张某的其他业务,查询出有:铁路运输服务的推广业务、多式联运服务的推广业务;C1: Based on Zhang's name and the business he is currently doing (promotion of road transport services), we search for Zhang's other businesses and find out that they include: promotion of railway transport services and promotion of multimodal transport services;
C2:根据目前正在进行的业务,查询对应的特征的集合,包括该业务的必要特征集合和非必要特征集合:张某正在进行的业务(公路运输服务的推广业务):C2: According to the business currently being carried out, query the corresponding feature set, including the necessary feature set and non-essential feature set of the business: Zhang's ongoing business (promotion of road transport services):
必要特征A1为:{公路、货物、客户关系管理(CRM)、车辆追踪系统};The essential features A 1 are: {highway, cargo, customer relationship management (CRM), vehicle tracking system};
非必要特征A2为:{1年、智能推荐仓库、运费险}。Non-essential features A 2 are: {1 year, intelligent warehouse recommendation, freight insurance}.
根据其他业务,查询对应的特征的集合,包括其他业务的必要特征集合和非必要特征集合:According to other services, query the corresponding feature set, including the necessary feature set and non-essential feature set of other services:
铁路运输服务的推广业务:Promotion of railway transport services:
必要特征A1为:{铁路、货物、客户关系管理(CRM)、班次管理系统};Necessary features A 1 are: {railway, cargo, customer relationship management (CRM), shift management system};
非必要特征A2为:{1年、智能推荐仓库、运费险}。Non-essential features A 2 are: {1 year, intelligent warehouse recommendation, freight insurance}.
多式联运服务的推广业务:Promotion of multimodal transport services:
必要特征A1为:{公路、铁路、船运、货物、客户关系管理(CRM)、车辆追踪系统};The essential features A1 are: {road, rail, shipping, cargo, customer relationship management (CRM), vehicle tracking system};
非必要特征A2为:{1年、智能推荐仓库、运费险}。Non-essential features A 2 are: {1 year, intelligent warehouse recommendation, freight insurance}.
C3:求查询出的其他业务与张某正在进行的业务(公路运输服务的推广业务)的改进杰卡德相似系数,计算公式为:C3: Find the improved Jaccard similarity coefficient between the other businesses found and Zhang's ongoing business (promotion of highway transportation services). The calculation formula is:
其中,J(A,B)表示张某正在进行的业务(公路运输服务的推广业务)的特征的集合A与张某的其他业务的特征的集合B的改进杰卡德相似系数,A1为张某正在进行的业务(公路运输服务的推广业务)的必要特征的集合,B1为其他业务的必要特征的集合,A1⊙B1表示A1与B1的交集,|A1⊙B1|表示A1与B1的交集的元素的个数,A1∪B1表示A1与B1的并集,|A1∪B1|表示A1与B1的并集的元素的个数,A2为张某正在进行的业务(公路运输服务的推广业务)的非必要特征的集合,B2为其他业务的非必要特征的集合,A2∩B2表示A2与B2的交集,|A2∩B2|表示A2与B2的交集的元素的个数,A2∪B2表示A2与B2的并集,|A2∪B2|表示A2与B2的并集的元素的个数,α表示必要特征系数,为定值,本实施例中为7;β表示非必要特征系数,为定值,本实施例中为3。Among them, J(A,B) represents the improved Jaccard similarity coefficient between the set A of characteristics of Zhang's ongoing business (promotion of road transport services) and the set B of characteristics of Zhang's other businesses, A1 is the set of necessary characteristics of Zhang's ongoing business (promotion of road transport services), B1 is the set of necessary characteristics of other businesses, A1⊙B1 represents the intersection of A1 and B1 , |A1⊙B1| represents the number of elements in the intersection of A1 and B1, A1∪B1 represents the union of A1 and B1 , | A1∪B1 | represents the number of elements in the union of A1 and B1 , A2 is the set of non-essential characteristics of Zhang's ongoing business (promotion of road transport services), B2 is the set of non-essential characteristics of other businesses, A2∩B2 represents the intersection of A2 and B2 , | A2∩B2 | represents the intersection of A2 and B2. 2 , A 2 ∪B 2 represents the union of A 2 and B 2 , |A 2 ∪B 2 | represents the number of elements of the union of A 2 and B 2 , α represents the necessary characteristic coefficient, which is a constant, which is 7 in this embodiment; β represents the non-essential characteristic coefficient, which is a constant, which is 3 in this embodiment.
张某正在进行的业务(公路运输服务的推广业务)与铁路运输服务的推广业务的改进杰卡德相似系数为:The improved Jaccard similarity coefficient between Zhang's ongoing business (promotion of road transport services) and the promotion of railway transport services is:
张某正在进行的业务(公路运输服务的推广业务)与多式联运服务的推广业务的改进杰卡德相似系数为:The improved Jaccard similarity coefficient between Zhang's ongoing business (promotion of road transport services) and the promotion of multimodal transport services is:
C4:业务查询模块计算出改进杰卡德相似系数后,判断张某正在进行的业务(公路运输服务的推广业务)与多式联运服务的推广业务的改进杰卡德相似系数高于阈值6,因此将多式联运服务的推广业务作为相近业务,并且业务查询模块将相近业务传输至业务管理系统的服务区域查询模块和判别模块。C4: After the business query module calculates the improved Jaccard similarity coefficient, it determines that the improved Jaccard similarity coefficient of Zhang's ongoing business (promotion business of road transport services) and the promotion business of multimodal transport services is higher than the threshold of 6. Therefore, the promotion business of multimodal transport services is regarded as a similar business, and the business query module transmits the similar business to the service area query module and the discrimination module of the business management system.
业务管理系统的服务区域查询模块根据业务查询模块传输的相近业务、张某手机传输的张某姓名,查询张某具有该业务权限的服务区域,查询得到张某具有该业务权限的服务区域:浙江省服务区域。服务区域查询模块查询出张某具有该业务权限的服务区域后,将张某具有该业务权限的服务区域发送至业务管理系统的地理范围查询模块。The service area query module of the business management system queries the service area for which Zhang has the business authority based on the similar business transmitted by the business query module and Zhang's name transmitted by Zhang's mobile phone, and obtains the service area for which Zhang has the business authority: the service area of Zhejiang Province. After the service area query module finds out the service area for which Zhang has the business authority, it sends the service area for which Zhang has the business authority to the geographic scope query module of the business management system.
业务管理系统的地理范围查询模块根据服务区域查询模块传输的服务区域(浙江省服务区域),查询出服务区域边缘经纬度集合,即为浙江省服务区域的边缘线的经纬度。并且服务区域查询模块将查询出的服务区域边缘经纬度集合传输至业务管理系统的判别模块。The geographic range query module of the business management system queries the service area (Zhejiang Province service area) transmitted by the service area query module to obtain the service area edge longitude and latitude set, which is the longitude and latitude of the edge line of the Zhejiang Province service area. The service area query module transmits the service area edge longitude and latitude set to the discrimination module of the business management system.
业务管理系统的判别模块根据地理范围查询模块传输的服务区域边缘经纬度集合、张某的手机传输的张某所处的经纬度(30°01'N 121°25'E),根据电子围栏判别策略,判断业务人员是否处于业务地理范围内,经过判断发现张某所处的经纬度(30°01'N 121°25'E)在浙江省服务区域内,判别模块将判别结果和相近业务传输至张某的手机App上。The identification module of the business management system determines whether the business personnel are within the business geographic scope based on the set of longitude and latitude of the edge of the service area transmitted by the geographic scope query module and the longitude and latitude of Zhang (30°01'N 121°25'E) transmitted by Zhang's mobile phone, according to the electronic fence identification strategy. After determination, it is found that the longitude and latitude of Zhang (30°01'N 121°25'E) is within the service area of Zhejiang Province. The identification module transmits the identification results and similar businesses to Zhang's mobile phone App.
张某的手机App接收到判别模块传输的判别结果和相近业务后,向张某推荐相近业务:多式联运服务的推广业务。张某通过手机App操作是否开展相近业务。After receiving the identification result and similar business transmitted by the identification module, Zhang's mobile app recommends a similar business to Zhang: the promotion of multimodal transport services. Zhang controls whether to carry out the similar business through the mobile app.
实施例2Example 2
本实施例提供了一个相近业务查询策略的具体使用场景,包括以下具体步骤:This embodiment provides a specific usage scenario of a similar business query strategy, including the following specific steps:
业务甲:Business A:
必要特征A1为:{X银行、信用卡、贷款、长期、低利率、小额};Necessary features A 1 are: {X bank, credit card, loan, long term, low interest rate, small amount};
非必要特征A2为:{3年、低担保、可延期}。Non-essential features A 2 are: {3 years, low guarantee, extendable}.
业务乙:Business B:
非必要特征B1为:{Y银行、信用卡、贷款、长期、低利率、小额};Non-essential features B 1 are: {Y bank, credit card, loan, long term, low interest rate, small amount};
非必要特征B2为:{2年、低担保、可延期}。Non-essential features B 2 are: {2 years, low guarantee, extendable}.
必要特征系数α为7,非必要特征系数β为3,阈值为6。The necessary feature coefficient α is 7, the non-essential feature coefficient β is 3, and the threshold is 6.
业务甲与业务乙的改进杰卡德相似系数为:The improved Jaccard similarity coefficient between business A and business B is:
因为业务甲与业务乙的改进杰卡德相似系数大于阈值,因此业务甲与业务乙为相似业务。Because the improved Jaccard similarity coefficient between business A and business B is greater than the threshold, business A and business B are similar businesses.
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