WO2019024475A1 - Breakpoint list distribution method and apparatus, and server and medium - Google Patents

Breakpoint list distribution method and apparatus, and server and medium Download PDF

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Publication number
WO2019024475A1
WO2019024475A1 PCT/CN2018/074879 CN2018074879W WO2019024475A1 WO 2019024475 A1 WO2019024475 A1 WO 2019024475A1 CN 2018074879 W CN2018074879 W CN 2018074879W WO 2019024475 A1 WO2019024475 A1 WO 2019024475A1
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Prior art keywords
list
sales
breakpoint
target
agent
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PCT/CN2018/074879
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French (fr)
Chinese (zh)
Inventor
徐光飞
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平安科技(深圳)有限公司
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Publication of WO2019024475A1 publication Critical patent/WO2019024475A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06311Scheduling, planning or task assignment for a person or group
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08Insurance

Definitions

  • the present application belongs to the technical field of automobile insurance sales, and in particular relates to a method, a device, a server and a medium for allocating a breakpoint list.
  • the breakpoint list refers to the data that the user performs browsing and other related operations on the sales website, and the transaction is not completed.
  • the back-end system collects similar data, called a breakpoint list, and then provides these breakpoint lists to the sales agents for follow-up to facilitate the users in the breakpoint list to complete the purchase or transaction.
  • breakpoint lists have a large amount of data, a large number of attributes, and different quality.
  • the existing allocation method generally allocates these breakpoint lists randomly to each sales agent. However, since the skill levels of different sales agents are different, when two breakpoint lists of the same quality are assigned to two sales agents with different skill levels, different sales results often appear.
  • the embodiment of the present application provides a method, an apparatus, a server, and a medium for allocating a breakpoint list, so as to solve the problem that it is difficult to reasonably allocate a breakpoint list in the prior art.
  • a first aspect of the embodiments of the present application provides a method for allocating a breakpoint list, including:
  • each target breakpoint list includes more than one list attribute
  • the preset matching relationship Determining, by the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein The agent level is determined by a list score of a list of breakpoints in which the sales agent historical sales succeeds;
  • the seat level of the sales agent is determined by the following steps:
  • a second aspect of the embodiments of the present application provides a device for allocating a breakpoint list, including:
  • a target list obtaining module configured to obtain each target breakpoint list to be allocated to a sales agent, and each target breakpoint list includes one or more list attributes;
  • the list corresponding level determining module is configured to determine, according to the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to the list score of the breakpoint list and the seat level of the sales agent.
  • the agent level is determined by a list score of a list of breakpoints in which the sales agent history sales succeeds;
  • a list allocation module configured to respectively allocate each of the target breakpoint lists to a sales agent of the agent level corresponding to the target breakpoint list.
  • a third aspect of an embodiment of the present application provides a server including a memory and a processor, the memory storing computer readable instructions executable on the processor, the processor executing the computer readable The step of implementing the method of assigning the breakpoint list as described in the first aspect is implemented.
  • a fourth aspect of the embodiments of the present application provides a computer readable storage medium storing computer readable instructions, the computer readable instructions being executed by a processor to implement the first aspect as described in the first aspect The steps of the assignment method for the breakpoint list.
  • each target breakpoint list to be allocated to a sales agent is obtained, and each target breakpoint list includes one or more list attributes; and then, according to the list attribute of each target breakpoint list, respectively a list score of the target breakpoint list, wherein the higher the list score is, the higher the quality of the target breakpoint list is.
  • the seat level corresponding to the list score of each of the target breakpoint lists is determined according to the preset matching relationship.
  • the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein the agent level is determined by the list of the breakpoint list of the sales agent history sales success;
  • Each of the target breakpoint lists is respectively assigned to a sales agent of a seat level corresponding to the target breakpoint list.
  • each target breakpoint list is respectively assigned to the sales agent of the corresponding seat level, which can make the sales agent's ability and the follow-up breakpoint list quality. Matching, to achieve the effect of a reasonable allocation of breakpoints list, thereby improving the sales success rate and business conversion rate of the breakpoint list.
  • FIG. 1 is a flowchart of an embodiment of a method for allocating a breakpoint list according to an embodiment of the present application
  • step 102 is a schematic flowchart of step 102 of a method for allocating a breakpoint list in an application scenario according to an embodiment of the present application
  • step 201 is a schematic flowchart of step 201 in an application scenario in the corresponding embodiment of FIG. 2;
  • step 201 is a schematic flowchart of step 201 in another application scenario in the corresponding embodiment of FIG. 2;
  • FIG. 5 is a schematic flowchart of step 201 setting a preset attribute score in another application scenario in step 201 of the embodiment of FIG. 2;
  • FIG. 6 is a schematic flowchart of determining a seat level in an application scenario according to a method for allocating a breakpoint list according to an embodiment of the present application;
  • FIG. 7 is a schematic flowchart of step 104 of a method for allocating a breakpoint list in an application scenario according to an embodiment of the present application
  • FIG. 8 is a structural diagram of an embodiment of a device for allocating a breakpoint list according to an embodiment of the present application.
  • FIG. 9 is a schematic diagram of a server according to an embodiment of the present application.
  • an embodiment of a method for allocating a breakpoint list in the embodiment of the present application includes:
  • the system collects the operation information of the users and generates a list of each breakpoint. Before assigning these breakpoint lists to the sales agents, it is necessary to evaluate the quality of these breakpoint lists. Whenever possible, when assigning the breakpoint list, the seat level of the sales agent matches the quality of the breakpoint list. The point list is assigned to the most appropriate sales agent for follow-up processing to maximize the business conversion of the breakpoint list.
  • a good list of breakpoints usually has the characteristics of complete attributes, such as the user name of the user recorded on the first breakpoint list, and the user name and phone number of the second breakpoint list. number.
  • the list attribute of the second breakpoint list can help the sales agent to sell more smoothly and complete the business conversion, so the second breakpoint list is better than the first breakpoint list.
  • the target breakpoint list may include one, two or more of the list attributes listed below; for example, the list attribute is a phone number, a license plate number, and a frame. No., engine number, quoted, insured, renewed or new auto insurance.
  • the above telephone number, license plate number, frame number, and engine number are the contact information and vehicle related information entered by the user on the auto insurance sales website.
  • the above-mentioned "quoted” attribute means that when the user operates on the vehicle sales website, the vehicle sales website has provided the quotation information of a certain automobile insurance according to the operation of the user, for example, the quotation page of the automobile insurance A is displayed.
  • the above-mentioned "insured” list attribute means that the user has completed at least one insurance on the vehicle sales website. Since such users are regarded as "old customers", the list of "insured” is viewed. Do the key attribute information.
  • the above-mentioned “renewal” list attribute refers to the user's renewed related operation on the vehicle sales website or browsed the related page of renewal.
  • new car insurance type list attribute refers to the user browsing the new auto insurance type on the auto insurance sales website. For example, the user has already insured or has visited the auto insurance B. When the user subsequently browses the auto insurance C on the auto insurance sales website, , the list of breakpoints generated this time has the list attribute of “new car insurance”.
  • the list scores of the target breakpoint lists are first calculated, and the quality is evaluated.
  • the higher the list score the representative of the target breakpoint list.
  • the higher the quality conversely, the lower the list score, the lower the quality of the target breakpoint list.
  • the foregoing step 102 may specifically include:
  • the target breakpoint list After determining the target breakpoint list, it is necessary to separately calculate the attribute scores for each list attribute under each target breakpoint list in each target breakpoint list.
  • the target breakpoint list a has three list attributes, namely a1, a2, and a3;
  • the target breakpoint list b has three list attributes, namely b1, b2, and b3; Therefore, it is necessary to separately calculate the attribute scores corresponding to each of a1, a2, a3, b1, b2, and b3.
  • the calculated attribute scores corresponding to a1, a2, and a3 belong to the target breakpoint list a, and the calculated attribute scores corresponding to b1, b2, and b3 belong to the target breakpoint list b.
  • the attribute score corresponding to the calculated list attribute is used for subsequent calculation of the list score of each target breakpoint list, and the list score determines the pros and cons of the target break list, and the list score is higher.
  • the level of the attribute score of the calculated list attribute is required to be positively correlated with the proportion of the list attribute in the historical breakpoint list of the successful sales, that is, the list attribute is successfully sold.
  • Attribute d is of great help to the sales success of the historical breakpoint list; if there are 10 historical breakpoint lists for successful sales, only one breakpoint list has the list attribute e, that is, the historical breakpoint list with 10% sales success has The list attribute e, at this time, can be considered that the list attribute e is less helpful for the sales success of the historical breakpoint list.
  • the list attribute d has a larger proportion in the historical breakpoint list of the sales success than the list attribute e. Accordingly, the attribute attribute corresponding to the list attribute d should be higher than the list attribute e, for example, For example, the attribute attribute corresponding to the list attribute d is 0.9, and the attribute attribute corresponding to the list attribute e is 0.1.
  • the following two methods may be used to calculate the attribute score corresponding to the list attribute. As shown in FIG. 3 and FIG. 4, the two methods have advantages and disadvantages, and may be selected and used according to actual conditions.
  • the first method as shown in FIG. 3, the foregoing step 201 may include:
  • step 301 since each attribute attribute under each target breakpoint list needs to separately calculate the corresponding attribute score, in the calculation, multi-threading may be adopted, and each thread processes a list attribute calculation. In a thread, the list attribute currently calculating the attribute score is determined as the target list attribute.
  • step 302 it can be understood that, for the collected breakpoint list, after the breakpoint list is assigned to the sales agent, the sales agent will feed back the results of the breakpoint list processing to the system. Therefore, the system can know which breakpoint list in the historical breakpoint list is successfully sold, and which breakpoint list sales fail.
  • step 302 is to count how many breakpoint lists in the 100 historical breakpoint lists have the target list attribute. It can be seen from the above that the first quantity can reflect how much the target list attribute helps the sales success of the breakpoint list. The larger the first quantity, the more helpful the target list attribute is to the successful sale of the break list. Big.
  • step 303 assuming a total of 100 successful historical breakpoint lists on the system, the first number is 40, and the first ratio is 40%.
  • a conversion relationship between the first ratio and the attribute score may be preset on the system.
  • the value of the first ratio may be a 1:1 relationship with the value of the attribute score. That is, when the first ratio is 40%, the attribute score may be 0.4.
  • the conversion relationship between the first ratio and the attribute score is not specifically limited, but the first ratio is required to be positively correlated with the attribute score, that is, the larger the first ratio is, the higher the attribute score is determined; The smaller the first ratio, the lower the determined attribute score.
  • the second method as shown in FIG. 4, the foregoing step 201 may include:
  • the above step 401 is similar to the above step 301, and details are not described herein again.
  • the preset attribute score corresponding to the target list attribute may be pre-stored on the system, and the preset attribute score corresponding to the target list attribute may be directly queried on the system when needed.
  • the preset attribute score corresponding to the target list attribute may be preset by the following steps:
  • the system can periodically perform a second number of statistics, such as monthly, weekly, or daily statistics.
  • the process of counting the second quantity is similar to the process of counting the first quantity in the above step 302, and details are not described herein again.
  • After calculating the second quantity of the target list attribute calculating a second proportion of the second number of breakpoint lists in the historical breakpoint list, and then determining, according to the second ratio, the target list attribute Corresponding preset attribute score.
  • the conversion relationship between the second ratio and the preset attribute score is not specifically limited, but the second ratio is required to be positively correlated with the preset attribute score, that is, the larger the second ratio is determined.
  • the system can calculate and store the corresponding preset attribute scores for different target list attributes periodically, and when needed, the query system can obtain the preset attribute score corresponding to the target list attribute.
  • the queried preset attribute score is determined as an attribute score corresponding to the target list attribute.
  • the advantage of the first method is that the real-time performance is strong. Since the attribute scores corresponding to each target list attribute are calculated in real time according to the historical breakpoint list data of the sales success on the system, the calculated attribute score corresponding to the target list attribute is calculated. More accurate and more real-time, but the disadvantage is that the consumption of system computing resources is large; the advantage of the second method is that the consumption of system computing resources is small, and the system only needs to periodically pre-review the data according to the historical list of successful sales.
  • the preset attribute scores corresponding to the respective list attributes are calculated and stored.
  • the query can be performed on the system, and no real-time calculation is needed, so the consumption of the computing resource is small, but the disadvantage is that the attribute score corresponding to the determined target list attribute is real-time. Poor sex, there may be problems with low accuracy.
  • step 201 when step 201 is performed, the first method or the second method may be selected according to actual conditions.
  • the target breakpoint list contains list attributes such as phone number, license plate number, frame number, engine number, quoted price, insured, renewed insurance, or new auto insurance type
  • specific list The attribute score corresponding to the attribute can be determined accordingly as follows:
  • the attribute value corresponding to the "phone number" list attribute may be 1;
  • the attribute score corresponding to the list attribute of "the license plate number" may be 0.8;
  • the attribute attribute corresponding to the list attribute of “car three items” may be 0.4.
  • the attribute score corresponding to the list attribute of “quoted” may be 0.7;
  • the attribute score corresponding to the list attribute of “insured” may be 0.8;
  • the attribute attribute corresponding to the list attribute of “Renewal” may be 0.6;
  • the attribute score corresponding to the list attribute of the “new auto insurance type” may be 0.4.
  • step 202 after calculating the attribute scores corresponding to each list attribute in each target breakpoint list in each target breakpoint list, the list scores of the respective target breakpoint lists need to be separately calculated.
  • the list score of a target breakpoint list is determined by the attribute score corresponding to each list attribute under the target breakpoint list. Therefore, the step of determining the list score is performed separately for each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
  • the manner of determining the list score in the above step 202 includes at least the following four types, and any one of the list scores may be selected according to actual conditions.
  • 103 Determine, according to a preset matching relationship, a seat level corresponding to a list score of each target breakpoint list, where the preset matching relationship refers to a correspondence between a list score of the breakpoint list and a seat level of the sales agent.
  • the seat level is determined by a list of breakpoint lists of successful sales of the sales agent history;
  • the system can pre-define the preset matching relationship, that is, pre-set the correspondence between the list score of the breakpoint list and the seat level of the sales agent. For example, suppose the list of breakpoints has a score of 10 points, the score range of the list is [0, 10]; the seat level is divided into 5 levels, which are level 1, level 2, level 3, level 4, and level 5.
  • the list score interval [0, 2] corresponds to the level 1 seat level
  • the list score interval (2, 4) corresponds to the level 2 seat level
  • the list score interval (4, 6) corresponds to the level 3 seat level
  • the list score The interval (6, 8) corresponds to the level 4 seat level
  • the list score interval (8, 10) corresponds to the level 5 seat level.
  • the seat level corresponding to each of the target breakpoint lists may be determined according to the preset matching relationship.
  • the system records the sales records of each sales agent, including a list of successful breakpoints for sales and a list of breakpoints for sales failures.
  • the ability of the sales agent can be evaluated through a breakpoint list of successful sales of a sales agent, that is, the seat level of the sales agent is evaluated.
  • the above “list of successful historical breakpoints” may refer to a list of breakpoints that have been successfully sold within a certain period of time, such as a list of successful breakpoints sold last week; or may refer to all sales of the sales agents that have been successfully sold. List of breakpoints.
  • each first breakpoint list is calculated before the allocation to the sales agent, and the list of the first breakpoint list has a high or low score, and the list score is higher and the sales are successful.
  • the first breakpoint list indicates that the sales agent has contributed more to the sales success of the first breakpoint list, thereby reflecting the sales ability of the sales agent.
  • the contribution value of the above-mentioned sales agent to each of the first breakpoint lists can be calculated from the list score and the full score of each first breakpoint list, and the difference between the full score and the list score of the first breakpoint list can be specifically determined. Determined as the contribution value.
  • the list of breakpoints has a score of up to 10 points
  • the seat level of the sales agent is level 1; if the average value falls within the range of (2, 4), the seat level of the sales agent is level 2; If the average value falls within the range of (4,6), the seat level of the sales agent is level 3; if the average value falls within the range of (6,8), the seat level of the sales agent is level 4; if the mean falls Within the range of (8, 10), the seat level of the sales agent is level 5.
  • the sales agents with the same seat level can be classified into one agent skill group.
  • the seat skill group of the first level includes all the sales agents with the seat level of level 1.
  • each target breakpoint list can be assigned to the corresponding sales seat of the seat level to complete the target.
  • a reasonable allocation of breakpoint lists if the above-mentioned agent skill set is provided on the system, each target breakpoint list may be directly assigned to the corresponding seat skill group of the agent level, and then the target breakpoint list is assigned to each seat skill group, and then the agent is seated.
  • the skill groups are each assigned to each sales agent.
  • the foregoing step 104 may include:
  • step 701 for example, if the target level corresponding to the target breakpoint list is 3, the sales agent with the agent level of 3 is found out from the assignable sales agents.
  • step 702 the above example is taken. If there is only one level 3 sales agent found, the target breakpoint list is directly assigned to the level 3 sales agent.
  • step 703 if two or more level 3 sales agents are found, since one target breakpoint list can generally be assigned to only one sales agent follow-up process, it is necessary to filter the two or more level 3 sales agents again.
  • a plurality of preset determination conditions are preset, and the preset determination conditions are used to measure the fit of the sales agent to the user of the target breakpoint list. It can be seen that the more predetermined judgment conditions that a sales agent satisfies, the more the sales agent matches the user of the target breakpoint list, and the success rate of the sales agent following the target breakpoint list is higher.
  • the preset determination condition may include at least one of the following 1 to 5 conditions:
  • the target may be broken.
  • the point list is assigned to a first sales agent with the least amount of tasks currently following the breakpoint list in the first sales agent that satisfies the preset judgment condition, and further considers under the premise of reasonable allocation
  • each target breakpoint list to be allocated to a sales agent is obtained, and each target breakpoint list includes one or more list attributes; and then, respectively, according to the list attribute of each of the target breakpoint lists, a list of the target breakpoint list, the higher the score of the list represents the higher the quality of the target breakpoint list; and then, the seat level corresponding to the list score of each of the target breakpoint lists is determined according to the preset matching relationship,
  • the preset matching relationship refers to a correspondence between a list score of the breakpoint list and a seat level of the sales agent, wherein the seat level is determined by the list of the breakpoint list of the sales agent history sales success;
  • Each of the target breakpoint lists is assigned to a sales agent of the agent level corresponding to the target breakpoint list.
  • each target breakpoint list is respectively assigned to the sales agent of the corresponding seat level, which can make the sales agent's ability and the follow-up breakpoint list quality. Matching, to achieve the effect of a reasonable allocation of breakpoints list, thereby improving the sales success rate and business conversion rate of the breakpoint list.
  • the above mainly describes a method for allocating a list of breakpoints.
  • a device for assigning a list of breakpoints will be described in detail below.
  • a device for distributing a breakpoint list includes:
  • the target list obtaining module 801 is configured to obtain each target breakpoint list to be allocated to the sales agent, and each target breakpoint list includes one or more list attributes;
  • the list score calculation module 802 is configured to calculate a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and a higher score of the list indicates that the quality of the target breakpoint list is higher;
  • the list correspondence level determining module 803 is configured to determine, according to the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to the list score of the breakpoint list and the seat of the sales agent. Corresponding relationship between ranks, wherein the agent rank is determined by a list score of a list of breakpoints in which the sales agent history sales succeeds;
  • the list assigning module 804 is configured to respectively assign each of the target breakpoint lists to the sales agents of the agent level corresponding to the target breakpoint list.
  • the seat level of the sales agent can be determined by the following modules:
  • a first score obtaining module configured to obtain a list score of each first breakpoint list of the sales agent historical sales success
  • a contribution value determining module configured to determine, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
  • the agent level determining module is configured to determine an agent level of the sales agent according to the determined average value of each of the contribution values, and the higher the average value, the higher the agent level of the sales agent.
  • the list allocation module may include:
  • a first agent search unit configured to search for a first sales agent whose agent level in each of the saleable seats is the same as the agent level corresponding to the target breakpoint list;
  • a first list allocating unit configured to allocate the target breakpoint list to the first sales agent if only one of the first sales agents is found
  • a second list allocating unit configured to allocate the target breakpoint list to the first sales agent that satisfies the preset determination condition among the two or more first sales agents if the two or more first sales agents are found ;
  • the preset determination condition may include at least one of the following conditions:
  • distribution device of the breakpoint list may further include:
  • a conditional allocation module configured to allocate the target breakpoint list to the satisfaction if two or more first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two The first sales agent with the least amount of tasks currently following the breakpoint list in the first sales agent with the most judgment condition is preset.
  • the list score calculation module may include:
  • An attribute score calculation unit configured to calculate an attribute score corresponding to each list attribute of each of the target breakpoint lists, where the attribute score of the list attribute is occupied by the list attribute in a historical breakpoint list of successful sales The size of the scale is positively correlated;
  • the list score calculation unit is configured to separately perform each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
  • the attribute score calculation unit may include:
  • a first attribute determining subunit configured to determine a target list attribute that currently needs to calculate an attribute score
  • a first quantity statistics subunit configured to count a first number of breakpoint lists having the target list attribute in a historical breakpoint list of successful sales
  • a first ratio calculation subunit configured to calculate a first proportion of the first number of breakpoint lists in the historical breakpoint list
  • the first score determining subunit is configured to determine an attribute score corresponding to the target list attribute according to the first ratio, and the larger the first ratio, the higher the determined attribute score.
  • the attribute score calculation unit may include:
  • a second attribute determining subunit configured to determine a target list attribute that currently needs to calculate an attribute score
  • a score query sub-unit configured to query a preset attribute score corresponding to the target list attribute
  • a second score determining subunit configured to determine the preset attribute score as an attribute score corresponding to the target list attribute
  • the preset attribute score corresponding to the target list attribute may be preset by the following module:
  • a second quantity statistic module configured to periodically count the second number of the breakpoint list having the target list attribute in the historical breakpoint list of the sales success
  • a second ratio calculation module configured to calculate a second proportion of the second number of breakpoint lists in the historical breakpoint list
  • the preset score determining module is configured to determine a preset attribute score corresponding to the target list attribute according to the second ratio, and the second ratio is larger, the determined preset attribute score is higher.
  • the list score calculation unit may include:
  • a first list score calculation sub-unit configured to calculate a sum of respective attribute scores calculated under a target breakpoint list as a list score of the one target breakpoint list
  • the accumulating subunit is configured to linearly accumulate each attribute score calculated under a target breakpoint list to obtain a first accumulated value
  • a second list score calculation subunit configured to calculate a mean value of each of the list attributes of the first target breakpoint list as the list score of the one target breakpoint list
  • a third list score calculation sub-unit configured to calculate a variance of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as a list score of the one target breakpoint list;
  • a fourth list score calculation sub-unit configured to calculate a standard deviation of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as a list score of the one target breakpoint list.
  • target breakpoint list may include one, two or more of the list attributes listed below;
  • the list attributes are phone number, license plate number, frame number, engine number, quoted price, insured, renewed insurance or new auto insurance.
  • FIG. 9 is a schematic diagram of a server according to an embodiment of the present application.
  • the server 9 of this embodiment includes a processor 90 and a memory 91 in which are stored computer readable instructions 92 executable on the processor 90, such as performing a breakpoint list.
  • the procedure for assigning methods The processor 90 executes the computer readable instructions 92 to implement the steps in the foregoing method for assigning each of the breakpoint lists, such as steps 101 through 104 shown in FIG.
  • the processor 90 executes the computer readable instructions 92, the functions of the modules/units in the various apparatus embodiments described above are implemented, such as the functions of the modules 801 to 804 shown in FIG.
  • the computer readable instructions 92 may be partitioned into one or more modules/units that are stored in the memory 91 and executed by the processor 90, To complete this application.
  • the one or more modules/units may be a series of computer readable instruction segments capable of performing a particular function for describing the execution of the computer readable instructions 92 in the server 9.
  • the server 9 can be a computing device such as a local server or a cloud server.
  • the server may include, but is not limited to, a processor 90, a memory 91. It will be understood by those skilled in the art that FIG. 9 is merely an example of the server 9, and does not constitute a limitation to the server 9, and may include more or less components than those illustrated, or some components may be combined, or different components, such as
  • the server may also include an input and output device, a network access device, a bus, and the like.
  • the processor 90 can be a central processing unit (Central) Processing Unit, CPU), can also be other general-purpose processors, digital signal processors (DSP), application specific integrated circuits (Application Specific Integrated Circuit (ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components, etc.
  • the general purpose processor may be a microprocessor or the processor or any conventional processor or the like.
  • the memory 91 may be an internal storage unit of the server 9, such as a hard disk or a memory of the server 9.
  • the memory 91 may also be an external storage device of the server 9, such as a plug-in hard disk equipped with the server 9, a smart memory card (SMC), and a Secure Digital (SD) card. Flash card (Flash Card) and so on.
  • the memory 91 may also include both an internal storage unit of the server 9 and an external storage device.
  • the memory 91 is for storing the computer readable instructions and other programs and data required by the server.
  • the memory 91 can also be used to temporarily store data that has been output or is about to be output.
  • each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
  • the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
  • the integrated unit if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium.
  • a computer readable storage medium A number of instructions are included to cause a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present application.
  • the foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like, which can store program codes. .

Abstract

A breakpoint list distribution method and apparatus, and a server and a medium. The method comprises: acquiring target breakpoint lists to be distributed to a salesperson (101), wherein each of the target breakpoint lists includes more than one list attribute; respectively calculating, according to the list attribute of each of the target breakpoint lists, a list score of the target breakpoint lists (102), wherein the higher the list score, the higher the quality of the target breakpoint list; respectively determining, according to a preset matching relationship, a salesperson level corresponding to the list score of each of the target breakpoint lists (103), wherein the preset matching relationship refers to a correlation between the list score of the breakpoint list and the salesperson level of the salesperson, and the salesperson level is determined by means of list scores of historical breakpoint lists of successful sales of a salesperson; and respectively distributing each of the target breakpoint lists to a salespeople at the salesperson levels corresponding to the target breakpoint lists (104). The method is used to solve the problem of how to rationally distribute breakpoint lists.

Description

断点名单的分配方法、装置、服务器及介质Method, device, server and medium for assigning breakpoint list
本申请要求于2017年07月31日提交中国专利局、申请号为201710643321.7、发明名称为“断点名单的分配方法、存储介质和服务器”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese Patent Application filed on July 31, 2017, the Chinese Patent Office, Application No. 201710643321.7, the invention titled "Distribution List of Breakpoint List, Storage Media and Server", the entire contents of which are incorporated by reference. In this application.
技术领域Technical field
本申请属于车险销售技术领域,尤其涉及一种断点名单的分配方法、装置、服务器及介质。The present application belongs to the technical field of automobile insurance sales, and in particular relates to a method, a device, a server and a medium for allocating a breakpoint list.
背景技术Background technique
目前,销售网站上一般会收集用户的断点名单,以求从中挖掘出潜在的销售客户。断点名单是指用户在销售网站上进行浏览等相关操作,且最终未完成交易的数据。例如,在车险销售网站上,车主想知道车险报价,在车险销售网站上录入姓名、车牌、手机等信息进行报价,但并未进行后续的投保操作。后台系统会将类似的数据采集出来,称之为断点名单,后续将这些断点名单提供给销售坐席进行跟进,以促成断点名单中的用户完成购买或交易。Currently, the user's breakpoint list is generally collected on the sales website in order to dig out potential sales customers. The breakpoint list refers to the data that the user performs browsing and other related operations on the sales website, and the transaction is not completed. For example, on the auto insurance sales website, the owner wants to know the auto insurance quotation, enters the name, license plate, mobile phone and other information on the auto insurance sales website for quotation, but does not carry out subsequent insurance operation. The back-end system collects similar data, called a breakpoint list, and then provides these breakpoint lists to the sales agents for follow-up to facilitate the users in the breakpoint list to complete the purchase or transaction.
这些收集来的断点名单数据量大、属性繁多且质量高低不一,现有的分配方式一般是将这些断点名单随机分配给各个销售坐席。然而,由于不同销售坐席的技能等级各不相同,将相同质量的两个断点名单分别分配给两个技能等级不同的销售坐席时,往往会出现不同的销售结果。These collected breakpoint lists have a large amount of data, a large number of attributes, and different quality. The existing allocation method generally allocates these breakpoint lists randomly to each sales agent. However, since the skill levels of different sales agents are different, when two breakpoint lists of the same quality are assigned to two sales agents with different skill levels, different sales results often appear.
因此,如何进行断点名单的合理分配,提高断点名单的销售成功率成为本领域技术人员亟需解决的问题。Therefore, how to perform reasonable allocation of the breakpoint list and improve the sales success rate of the breakpoint list become an urgent problem to be solved by those skilled in the art.
技术问题technical problem
本申请实施例提供了一种断点名单的分配方法、装置、服务器及介质,以解决现有技术中难以合理分配断点名单的问题。The embodiment of the present application provides a method, an apparatus, a server, and a medium for allocating a breakpoint list, so as to solve the problem that it is difficult to reasonably allocate a breakpoint list in the prior art.
技术解决方案Technical solution
本申请实施例的第一方面提供了一种断点名单的分配方法,包括:A first aspect of the embodiments of the present application provides a method for allocating a breakpoint list, including:
获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;Obtain a list of each target breakpoint to be assigned to the sales agent, and each target breakpoint list includes more than one list attribute;
分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;Calculating a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and the higher the list score, the higher the quality of the target breakpoint list;
根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;Determining, by the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein The agent level is determined by a list score of a list of breakpoints in which the sales agent historical sales succeeds;
分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席;And assigning each of the target breakpoint lists to a sales seat of the agent level corresponding to the target breakpoint list;
销售坐席的坐席等级通过以下步骤确定:The seat level of the sales agent is determined by the following steps:
获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;Obtaining a list score of each first breakpoint list of the sales agent historical sales success;
根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;Determining, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。And determining, according to the determined mean value of each of the contribution values, a seat level of the sales agent, wherein the higher the average value, the higher the seat level of the sales agent.
本申请实施例的第二方面提供了一种断点名单的分配装置,包括:A second aspect of the embodiments of the present application provides a device for allocating a breakpoint list, including:
目标名单获取模块,用于获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;a target list obtaining module, configured to obtain each target breakpoint list to be allocated to a sales agent, and each target breakpoint list includes one or more list attributes;
名单得分计算模块,用于分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;a list score calculation module, configured to calculate a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, wherein a higher score of the list indicates that the quality of the target breakpoint list is higher;
名单对应等级确定模块,用于根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;The list corresponding level determining module is configured to determine, according to the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to the list score of the breakpoint list and the seat level of the sales agent. Correspondence relationship, wherein the agent level is determined by a list score of a list of breakpoints in which the sales agent history sales succeeds;
名单分配模块,用于分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。And a list allocation module, configured to respectively allocate each of the target breakpoint lists to a sales agent of the agent level corresponding to the target breakpoint list.
本申请实施例的第三方面提供了一种服务器,包括存储器以及处理器,所述存储器中存储有可在所述处理器上运行的计算机可读指令,所述处理器执行所述计算机可读指令时实现如第一方面所述的断点名单的分配方法的步骤。A third aspect of an embodiment of the present application provides a server including a memory and a processor, the memory storing computer readable instructions executable on the processor, the processor executing the computer readable The step of implementing the method of assigning the breakpoint list as described in the first aspect is implemented.
本申请实施例的第四方面提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机可读指令,所述计算机可读指令被处理器执行时实现如第一方面所述的断点名单的分配方法的步骤。A fourth aspect of the embodiments of the present application provides a computer readable storage medium storing computer readable instructions, the computer readable instructions being executed by a processor to implement the first aspect as described in the first aspect The steps of the assignment method for the breakpoint list.
有益效果Beneficial effect
本申请实施例中,首先,获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;然后,分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;接着,根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;最后,分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。这样,根据目标断点名单的名单得分与坐席等级之间的对应关系,将各个目标断点名单分别分配给相应坐席等级的销售坐席,可以使得销售坐席的能力与跟进的断点名单的质量相匹配,达到合理分配断点名单的效果,从而提高断点名单的销售成功率和业务转化率。In the embodiment of the present application, first, each target breakpoint list to be allocated to a sales agent is obtained, and each target breakpoint list includes one or more list attributes; and then, according to the list attribute of each target breakpoint list, respectively a list score of the target breakpoint list, wherein the higher the list score is, the higher the quality of the target breakpoint list is. Next, the seat level corresponding to the list score of each of the target breakpoint lists is determined according to the preset matching relationship. The preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein the agent level is determined by the list of the breakpoint list of the sales agent history sales success; Each of the target breakpoint lists is respectively assigned to a sales agent of a seat level corresponding to the target breakpoint list. In this way, according to the correspondence between the list score of the target breakpoint list and the seat level, each target breakpoint list is respectively assigned to the sales agent of the corresponding seat level, which can make the sales agent's ability and the follow-up breakpoint list quality. Matching, to achieve the effect of a reasonable allocation of breakpoints list, thereby improving the sales success rate and business conversion rate of the breakpoint list.
附图说明DRAWINGS
图1为本申请实施例中一种断点名单的分配方法一个实施例流程图;FIG. 1 is a flowchart of an embodiment of a method for allocating a breakpoint list according to an embodiment of the present application;
图2为本申请实施例中一种断点名单的分配方法步骤102在一个应用场景下的流程示意图;2 is a schematic flowchart of step 102 of a method for allocating a breakpoint list in an application scenario according to an embodiment of the present application;
图3为图2对应实施例中步骤201在一个应用场景下的流程示意图;3 is a schematic flowchart of step 201 in an application scenario in the corresponding embodiment of FIG. 2;
图4为图2对应实施例中步骤201在另一个应用场景下的流程示意图;4 is a schematic flowchart of step 201 in another application scenario in the corresponding embodiment of FIG. 2;
图5为图2对应实施例中步骤201在另一个应用场景下预先设置预设属性得分的流程示意图;FIG. 5 is a schematic flowchart of step 201 setting a preset attribute score in another application scenario in step 201 of the embodiment of FIG. 2;
图6为本申请实施例中一种断点名单的分配方法在一个应用场景下确定坐席等级的流程示意图;FIG. 6 is a schematic flowchart of determining a seat level in an application scenario according to a method for allocating a breakpoint list according to an embodiment of the present application;
图7为本申请实施例中一种断点名单的分配方法步骤104在一个应用场景下的流程示意图;FIG. 7 is a schematic flowchart of step 104 of a method for allocating a breakpoint list in an application scenario according to an embodiment of the present application;
图8为本申请实施例中一种断点名单的分配装置一个实施例结构图;FIG. 8 is a structural diagram of an embodiment of a device for allocating a breakpoint list according to an embodiment of the present application;
图9为本申请一实施例提供的服务器的示意图。FIG. 9 is a schematic diagram of a server according to an embodiment of the present application.
本发明的实施方式Embodiments of the invention
为了说明本申请所述的技术方案,下面通过具体实施例来进行说明。In order to explain the technical solutions described in the present application, the following description will be made by way of specific embodiments.
请参阅图1,本申请实施例中一种断点名单的分配方法一个实施例包括:Referring to FIG. 1 , an embodiment of a method for allocating a breakpoint list in the embodiment of the present application includes:
101、获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;101. Obtain a list of target breakpoints to be allocated to the sales agent, and each target breakpoint list includes more than one list attribute;
本实施例中,当用户在销售网站上进行相关操作之后,最后又没有完成投保的,系统会将这些用户的操作信息收集起来,生成各个断点名单。在将这些断点名单分配至销售坐席之前,需要对这些断点名单的质量进行评估,尽可能在分配断点名单时做到销售坐席的坐席等级与断点名单的质量相匹配,将各个断点名单分配给最合适的销售坐席进行跟进处理,实现断点名单的业务转化最大化。In this embodiment, after the user performs related operations on the sales website and finally fails to complete the insurance, the system collects the operation information of the users and generates a list of each breakpoint. Before assigning these breakpoint lists to the sales agents, it is necessary to evaluate the quality of these breakpoint lists. Whenever possible, when assigning the breakpoint list, the seat level of the sales agent matches the quality of the breakpoint list. The point list is assigned to the most appropriate sales agent for follow-up processing to maximize the business conversion of the breakpoint list.
可以理解的是,一般来说,一个优质的断点名单通常具有属性完整的特点,比如第一个断点名单上记录有用户的用户名,第二个断点名单记录有用户的用户名和电话号码。显然,第二个断点名单的名单属性可以帮助销售坐席更顺利地进行销售、完成业务转化,因此第二个断点名单比第一个断点名单要优质。Understandably, in general, a good list of breakpoints usually has the characteristics of complete attributes, such as the user name of the user recorded on the first breakpoint list, and the user name and phone number of the second breakpoint list. number. Obviously, the list attribute of the second breakpoint list can help the sales agent to sell more smoothly and complete the business conversion, so the second breakpoint list is better than the first breakpoint list.
具体地,在车险销售网站的应用场景下,所述目标断点名单可以包括以下列举的名单属性中的一个、两个或多个;比如,所述名单属性为电话号码、车牌号、车架号、发动机号、已报价、已投保、续保或新车险险种。Specifically, in an application scenario of the auto insurance sales website, the target breakpoint list may include one, two or more of the list attributes listed below; for example, the list attribute is a phone number, a license plate number, and a frame. No., engine number, quoted, insured, renewed or new auto insurance.
上述的电话号码、车牌号、车架号、发动机号为用户在车险销售网站上录入的联系方式和车辆相关信息。上述的“已报价”这一名单属性是指用户在车辆销售网站上操作时,车辆销售网站已根据用户的操作提供了某个车险的报价信息,例如展示了车险A的报价页面。上述的“已投保”这一名单属性是指用户在车辆销售网站上已经完成过至少一次的投保,由于这类用户算是“老客户”的一种,因此将“已投保”这一名单属性看做重点的属性信息。上述的“续保”这一名单属性是指用户在车辆销售网站上进行了续保相关操作或者浏览了续保相关的页面。上述的“新车险险种”这一名单属性是指用户在车险销售网站上浏览了新的车险险种,比如,用户已投保或者已浏览过车险B,当用户后续浏览车险销售网站上的车险C时,则本次生成的断点名单中具有“新车险险种”这一名单属性。The above telephone number, license plate number, frame number, and engine number are the contact information and vehicle related information entered by the user on the auto insurance sales website. The above-mentioned "quoted" attribute means that when the user operates on the vehicle sales website, the vehicle sales website has provided the quotation information of a certain automobile insurance according to the operation of the user, for example, the quotation page of the automobile insurance A is displayed. The above-mentioned "insured" list attribute means that the user has completed at least one insurance on the vehicle sales website. Since such users are regarded as "old customers", the list of "insured" is viewed. Do the key attribute information. The above-mentioned "renewal" list attribute refers to the user's renewed related operation on the vehicle sales website or browsed the related page of renewal. The above-mentioned "new car insurance type" list attribute refers to the user browsing the new auto insurance type on the auto insurance sales website. For example, the user has already insured or has visited the auto insurance B. When the user subsequently browses the auto insurance C on the auto insurance sales website, , the list of breakpoints generated this time has the list attribute of “new car insurance”.
102、分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;102. Calculate, according to the list attribute of each target breakpoint list, a list score of the target breakpoint list, and the higher the list score, the higher the quality of the target breakpoint list;
本实施例中,在将各个目标断点名单分配给合适的销售坐席之前,先要计算这些目标断点名单的名单得分,对其质量进行评估,名单得分越高代表所述目标断点名单的质量越高,反之,名单得分越低代表所述目标断点名单的质量越低。In this embodiment, before assigning each target breakpoint list to an appropriate sales agent, the list scores of the target breakpoint lists are first calculated, and the quality is evaluated. The higher the list score, the representative of the target breakpoint list. The higher the quality, conversely, the lower the list score, the lower the quality of the target breakpoint list.
具体地,如图2所示,上述步骤102可以具体包括:Specifically, as shown in FIG. 2, the foregoing step 102 may specifically include:
201、计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;201. Calculate an attribute score corresponding to each list attribute of each target breakpoint list, where the attribute score of the list attribute is positively correlated with a proportion of the list attribute in a historical breakpoint list of successful sales. ;
202、对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。202. Perform, respectively, performing each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
对于上述步骤201,在确定出目标断点名单之后,需要对各个目标断点名单中每个目标断点名单下各自的名单属性分别计算属性得分。例如,共两个目标断点名单,目标断点名单a下具有三个名单属性,分别为a1、a2和a3;目标断点名单b下具有三个名单属性,分别为b1、b2和b3;因此,需要分别计算a1、a2、a3、b1、b2和b3各自对应的属性得分。计算得到的a1、a2和a3对应的属性得分属于目标断点名单a,计算得到的b1、b2和b3对应的属性得分属于目标断点名单b。For the above step 201, after determining the target breakpoint list, it is necessary to separately calculate the attribute scores for each list attribute under each target breakpoint list in each target breakpoint list. For example, there are two target breakpoint lists. The target breakpoint list a has three list attributes, namely a1, a2, and a3; the target breakpoint list b has three list attributes, namely b1, b2, and b3; Therefore, it is necessary to separately calculate the attribute scores corresponding to each of a1, a2, a3, b1, b2, and b3. The calculated attribute scores corresponding to a1, a2, and a3 belong to the target breakpoint list a, and the calculated attribute scores corresponding to b1, b2, and b3 belong to the target breakpoint list b.
本实施例中,计算出的名单属性对应的属性得分是用于后续计算各个目标断点名单的名单得分的,而名单得分的高低决定了该目标断点名单的优劣,名单得分越高,则认为目标断点名单越优质。为此,对于各个名单属性对应的属性得分,要求越有用的名单属性,相应计算得到的属性得分应该越高。In this embodiment, the attribute score corresponding to the calculated list attribute is used for subsequent calculation of the list score of each target breakpoint list, and the list score determines the pros and cons of the target break list, and the list score is higher. The higher the target breakpoint list is. For this reason, for the attribute score corresponding to each list attribute, the more useful the list attribute is required, the corresponding calculated attribute score should be higher.
因此,在本实施例中,要求计算出的名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关,也即该名单属性在销售成功的历史断点名单中所占比例越大,则其对应的属性得分越高;反之,该名单属性在销售成功的历史断点名单中所占比例越小,则其对应的属性得分越低。可以理解的是,若销售成功的历史断点名单共10个,其中9个断点名单均具有名单属性d,也即90%销售成功的历史断点名单具有该名单属性d,可以认为该名单属性d对历史断点名单的销售成功具有较大帮助;若销售成功的历史断点名单共10个,只有1个断点名单具有名单属性e,也即10%销售成功的历史断点名单具有该名单属性e,此时可以认为该名单属性e对历史断点名单的销售成功帮助较小。毫无疑问,名单属性d相比名单属性e在销售成功的历史断点名单中所占比例更大,相应地,名单属性d对应的属性得分相比名单属性e的也应该更高,比如可以为:名单属性d对应的属性得分为0.9,名单属性e对应的属性得分为0.1。Therefore, in this embodiment, the level of the attribute score of the calculated list attribute is required to be positively correlated with the proportion of the list attribute in the historical breakpoint list of the successful sales, that is, the list attribute is successfully sold. The larger the proportion of the historical breakpoint list, the higher the corresponding attribute score; conversely, the smaller the proportion of the list attribute in the historical breakpoint list of sales success, the lower the corresponding attribute score. It can be understood that if there are 10 historical breakpoint lists for successful sales, 9 of the breakpoint lists have the list attribute d, that is, the historical breakpoint list with 90% of sales success has the list attribute d, which can be considered as the list. Attribute d is of great help to the sales success of the historical breakpoint list; if there are 10 historical breakpoint lists for successful sales, only one breakpoint list has the list attribute e, that is, the historical breakpoint list with 10% sales success has The list attribute e, at this time, can be considered that the list attribute e is less helpful for the sales success of the historical breakpoint list. Undoubtedly, the list attribute d has a larger proportion in the historical breakpoint list of the sales success than the list attribute e. Accordingly, the attribute attribute corresponding to the list attribute d should be higher than the list attribute e, for example, For example, the attribute attribute corresponding to the list attribute d is 0.9, and the attribute attribute corresponding to the list attribute e is 0.1.
具体地,本实施例可以采用以下两种方法计算名单属性对应的属性得分,如图3和图4所示,这两种方法各有优劣,具体可以根据实际情况进行选择使用。Specifically, in this embodiment, the following two methods may be used to calculate the attribute score corresponding to the list attribute. As shown in FIG. 3 and FIG. 4, the two methods have advantages and disadvantages, and may be selected and used according to actual conditions.
第一种方法:如图3所示,上述步骤201可以包括:The first method: as shown in FIG. 3, the foregoing step 201 may include:
301、确定当前需计算属性得分的目标名单属性;301. Determine a target list attribute that needs to calculate an attribute score currently;
302、统计销售成功的历史断点名单中具有所述目标名单属性的断点名单的第一数量;302. The first number of the breakpoint list having the target list attribute in the historical breakpoint list of the statistical sales success;
303、计算所述第一数量的断点名单在所述历史断点名单中所占的第一比例;303. Calculate a first proportion of the first number of breakpoint lists in the historical breakpoint list;
304、根据所述第一比例确定所述目标名单属性对应的属性得分,第一比例越大,则确定出的属性得分越高。304. Determine, according to the first ratio, an attribute score corresponding to the target list attribute. The larger the first ratio, the higher the determined attribute score.
对于步骤301,由于对各个目标断点名单下的各个名单属性需要单独计算各自对应的属性得分,因此在计算时,可以采用多线程,每一个线程处理一个名单属性的计算。在一个线程中,将当前需计算属性得分的名单属性确定为目标名单属性。For step 301, since each attribute attribute under each target breakpoint list needs to separately calculate the corresponding attribute score, in the calculation, multi-threading may be adopted, and each thread processes a list attribute calculation. In a thread, the list attribute currently calculating the attribute score is determined as the target list attribute.
对于步骤302,可以理解的是,系统对于收集回来的断点名单,在将断点名单分配给销售坐席之后,销售坐席会将这些断点名单处理后的结果反馈给系统。因此系统可以得知历史断点名单中哪些断点名单销售成功,哪些断点名单销售失败。本实施例中,假设系统上销售成功的历史断点名单共100个,步骤302即为统计这100个历史断点名单中有多少个断点名单具有该目标名单属性。由上述内容可知,第一数量的多少可以反映该目标名单属性对断点名单销售成功的帮助程度有多大,第一数量越大,则表明该目标名单属性对断点名单销售成功的帮助程度越大。For step 302, it can be understood that, for the collected breakpoint list, after the breakpoint list is assigned to the sales agent, the sales agent will feed back the results of the breakpoint list processing to the system. Therefore, the system can know which breakpoint list in the historical breakpoint list is successfully sold, and which breakpoint list sales fail. In this embodiment, assuming that there are a total of 100 historical breakpoint lists for successful sales on the system, step 302 is to count how many breakpoint lists in the 100 historical breakpoint lists have the target list attribute. It can be seen from the above that the first quantity can reflect how much the target list attribute helps the sales success of the breakpoint list. The larger the first quantity, the more helpful the target list attribute is to the successful sale of the break list. Big.
对于步骤303,假设系统上共100个销售成功的历史断点名单,第一数量为40个,则第一比例为40%。For step 303, assuming a total of 100 successful historical breakpoint lists on the system, the first number is 40, and the first ratio is 40%.
对于步骤304,系统上可以预先设定第一比例与属性得分之间的转换关系。特别地,第一比例的值与属性得分的值之间可以是1:1的关系。也即,第一比例为40%时,则属性得分可以是0.4。本实施例中对于第一比例与属性得分之间的转换关系不作具体限定,但要求第一比例与属性得分之间正相关,即第一比例越大,则确定出的属性得分越高;反之,第一比例越小,则确定出的属性得分越低。For step 304, a conversion relationship between the first ratio and the attribute score may be preset on the system. In particular, the value of the first ratio may be a 1:1 relationship with the value of the attribute score. That is, when the first ratio is 40%, the attribute score may be 0.4. In this embodiment, the conversion relationship between the first ratio and the attribute score is not specifically limited, but the first ratio is required to be positively correlated with the attribute score, that is, the larger the first ratio is, the higher the attribute score is determined; The smaller the first ratio, the lower the determined attribute score.
第二种方法:如图4所示,上述步骤201可以包括:The second method: as shown in FIG. 4, the foregoing step 201 may include:
401、确定当前需计算属性得分的目标名单属性;401. Determine a target list attribute that currently needs to calculate an attribute score.
402、查询与所述目标名单属性对应的预设属性得分;402. Query a preset attribute score corresponding to the target list attribute.
403、将所述预设属性得分确定为所述目标名单属性对应的属性得分。403. Determine the preset attribute score as an attribute score corresponding to the target list attribute.
上述步骤401与上述步骤301内容相似,此处不再赘述。The above step 401 is similar to the above step 301, and details are not described herein again.
对于步骤402,系统上可以预先存储有这些目标名单属性对应的预设属性得分,在需要时,直接在系统上即可查询到该目标名单属性对应的预设属性得分。For step 402, the preset attribute score corresponding to the target list attribute may be pre-stored on the system, and the preset attribute score corresponding to the target list attribute may be directly queried on the system when needed.
其中,如图4所示,与所述目标名单属性对应的预设属性得分可以通过以下步骤预先设置:As shown in FIG. 4, the preset attribute score corresponding to the target list attribute may be preset by the following steps:
501、定期统计销售成功的历史断点名单中具有所述目标名单属性的断点名单的第二数量;501. Periodically count the second number of breakpoint lists having the target list attribute in the historical breakpoint list of the sales success;
502、计算所述第二数量的断点名单在所述历史断点名单中所占的第二比例;502. Calculate a second proportion of the second number of breakpoint lists in the historical breakpoint list;
503、根据所述第二比例确定与所述目标名单属性对应的预设属性得分,第二比例越大,则确定出的预设属性得分越高。503. Determine, according to the second ratio, a preset attribute score corresponding to the target list attribute. The larger the second ratio is, the higher the determined preset attribute score is.
对于步骤501~503,系统可以定期进行第二数量的统计,比如每月、每周或每天统计一次。统计第二数量的过程与上述步骤302统计第一数量的过程相似,此处不再赘述。统计该目标名单属性的第二数量之后,相应计算该第二数量的断点名单在所述历史断点名单中所占的第二比例,然后,根据该第二比例确定与所述目标名单属性对应的预设属性得分。其中,本实施例中对于第二比例与预设属性得分之间的转换关系不作具体限定,但要求第二比例与预设属性得分之间正相关,即第二比例越大,则确定出的预设属性得分越高;反之,第二比例越小,则确定出的预设属性得分越低。可见,系统可以定期针对不同的目标名单属性计算和存储相应的预设属性得分,当需要时,查询系统即可得到该目标名单属性对应的预设属性得分。For steps 501 to 503, the system can periodically perform a second number of statistics, such as monthly, weekly, or daily statistics. The process of counting the second quantity is similar to the process of counting the first quantity in the above step 302, and details are not described herein again. After calculating the second quantity of the target list attribute, calculating a second proportion of the second number of breakpoint lists in the historical breakpoint list, and then determining, according to the second ratio, the target list attribute Corresponding preset attribute score. In this embodiment, the conversion relationship between the second ratio and the preset attribute score is not specifically limited, but the second ratio is required to be positively correlated with the preset attribute score, that is, the larger the second ratio is determined. The higher the preset attribute score is; on the contrary, the smaller the second ratio is, the lower the determined preset attribute score is. It can be seen that the system can calculate and store the corresponding preset attribute scores for different target list attributes periodically, and when needed, the query system can obtain the preset attribute score corresponding to the target list attribute.
对于步骤403,将查询到的所述预设属性得分确定为所述目标名单属性对应的属性得分。For step 403, the queried preset attribute score is determined as an attribute score corresponding to the target list attribute.
由上述内容可知,第一种方法与第二种方法的对比各有优劣。第一种方法的优点是实时性强,由于每个目标名单属性对应的属性得分均是实时根据系统上的销售成功的历史断点名单数据计算得到,因此计算出的目标名单属性对应的属性得分更准确、实时性更强,但缺点是对系统运算资源的消耗较大;第二种方法的优点是对系统运算资源的消耗较小,系统只需定期根据销售成功的历史断点名单数据预先计算出各个名单属性对应的预设属性得分,并存储起来。当需要获取某个目标名单属性对应的预设属性得分,在系统上查询即可,不需要实时计算,因此对运算资源的消耗较小,但缺点是确定出的目标名单属性对应的属性得分实时性较差,可能存在准确性偏低的问题。It can be seen from the above that the comparison between the first method and the second method has its advantages and disadvantages. The advantage of the first method is that the real-time performance is strong. Since the attribute scores corresponding to each target list attribute are calculated in real time according to the historical breakpoint list data of the sales success on the system, the calculated attribute score corresponding to the target list attribute is calculated. More accurate and more real-time, but the disadvantage is that the consumption of system computing resources is large; the advantage of the second method is that the consumption of system computing resources is small, and the system only needs to periodically pre-review the data according to the historical list of successful sales. The preset attribute scores corresponding to the respective list attributes are calculated and stored. When it is necessary to obtain the preset attribute score corresponding to a target list attribute, the query can be performed on the system, and no real-time calculation is needed, so the consumption of the computing resource is small, but the disadvantage is that the attribute score corresponding to the determined target list attribute is real-time. Poor sex, there may be problems with low accuracy.
由此可知,执行步骤201时,可以根据实际情况选择使用上述第一种方法或第二种方法。Therefore, when step 201 is performed, the first method or the second method may be selected according to actual conditions.
为便于理解,当目标断点名单中包含电话号码、车牌号、车架号、发动机号、已报价、已投保、续保或新车险险种等名单属性时,在一个应用场景下,具体这些名单属性对应的属性得分可以相应确定如下:For ease of understanding, when the target breakpoint list contains list attributes such as phone number, license plate number, frame number, engine number, quoted price, insured, renewed insurance, or new auto insurance type, in an application scenario, specific list The attribute score corresponding to the attribute can be determined accordingly as follows:
1)若统计得知所有销售成功的断点名单都有完整的电话号码,则“电话号码”这一名单属性对应的属性得分可以是1;1) If it is known that all the successful breakpoint lists have complete phone numbers, the attribute value corresponding to the "phone number" list attribute may be 1;
2)若统计得知80%销售成功的断点名单都有完整的车牌号,则“车牌号”这一名单属性对应的属性得分可以是0.8;2) If it is known that the breakpoint list of 80% of sales success has a complete license plate number, the attribute score corresponding to the list attribute of "the license plate number" may be 0.8;
3)若统计得知40%销售成功的断点名单都有完整的车三项(车牌号、车架号,发动机号),则“车三项”这一名单属性对应的属性得分可以是0.4;3) If the statistics show that 40% of the successful breakpoint list has complete three items (license plate number, frame number, engine number), the attribute attribute corresponding to the list attribute of “car three items” may be 0.4. ;
4)若统计得知70%销售成功的断点名单均为已报价,则“已报价”这一名单属性对应的属性得分可以是0.7;4) If it is known that the breakpoint list of 70% of sales successes is quoted, the attribute score corresponding to the list attribute of “quoted” may be 0.7;
5)若统计得知80%销售成功的断点名单均为已投保,则“已投保”这一名单属性对应的属性得分可以是0.8;5) If it is known that the breakpoint list of 80% of sales successes is insured, the attribute score corresponding to the list attribute of “insured” may be 0.8;
6)若统计得知60%销售成功的断点名单均为续保,则“续保”这一名单属性对应的属性得分可以是0.6;6) If it is known that the 60% of the successful breakpoint list is renewed, the attribute attribute corresponding to the list attribute of “Renewal” may be 0.6;
7)若统计得知40%销售成功的断点名单均为新车险险种,则“新车险险种”这一名单属性对应的属性得分可以是0.4。7) If it is known that the list of 40% successful sales breakpoints is a new type of auto insurance, the attribute score corresponding to the list attribute of the “new auto insurance type” may be 0.4.
对于步骤202,在计算出各个目标断点名单中每个目标断点名单下各个名单属性对应的属性得分之后,需要分别计算各个目标断点名单的名单得分。一个目标断点名单的名单得分由该目标断点名单下各个名单属性对应的属性得分决定。因此需要对各个所述目标断点名单分别执行确定名单得分的步骤:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。For step 202, after calculating the attribute scores corresponding to each list attribute in each target breakpoint list in each target breakpoint list, the list scores of the respective target breakpoint lists need to be separately calculated. The list score of a target breakpoint list is determined by the attribute score corresponding to each list attribute under the target breakpoint list. Therefore, the step of determining the list score is performed separately for each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
具体的,上述步骤202中确定名单得分的方式至少包括以下四种,可以根据实际情况选择任意一种进行名单得分的确定。Specifically, the manner of determining the list score in the above step 202 includes at least the following four types, and any one of the list scores may be selected according to actual conditions.
方式一:计算一个目标断点名单下计算得到的各个属性得分之和作为所述一个目标断点名单的名单得分。比如,某个目标断点名单下各个属性得分分别为S1、S2、S3、……、Sn,则该目标断点名单的名单得分S =S1+S2+S3+……+Sn。 Method 1: Calculate the sum of the scores of the various attributes calculated under a target breakpoint list as the list score of the one target breakpoint list. For example, at a certain breakpoint target scores were each attribute lists S1, S2, S3, ......, Sn, then the list of the target breakpoint list total score S = S1 + S2 + S3 + ...... + Sn.
方式二:对一个目标断点名单下计算得到的各个属性得分进行线性累加,得到第一累加值,然后,计算所述第一累加值对所述一个目标断点名单下各个名单属性的均值作为所述一个目标断点名单的名单得分。比如,某个目标断点名单下各个属性得分分别为S1、S2、S3、……、Sn,则该目标断点名单的第一累加值为S =S1+S2+S3+……+Sn。该目标断点名单的名单得分S =S /n=(S1+S2+S3+……+Sn)/n。 Manner 2: linearly accumulating each attribute score calculated under a target breakpoint list to obtain a first accumulated value, and then calculating an average value of the first accumulated value for each list attribute of the one target breakpoint list as The list of the target breakpoint list is scored. For example, if the scores of each attribute under a target breakpoint list are S1, S2, S3, ..., Sn, respectively, the first accumulated value of the target breakpoint list is S plus = S1 + S2 + S3 + ... + Sn. A list of the target breakpoint list score S = S are added / n = (S1 + S2 + S3 + ...... + Sn) / n.
方式三:根据一个目标断点名单下计算得到的各个属性得分计算所述一个目标断点名单的方差,作为所述一个目标断点名单的名单得分。比如,某个目标断点名单下各个属性得分分别为S1、S2、S3、……、Sn,则该目标断点名单的名单得分S 方差 2=((S1-S 2 + (S2-S 2+ … + (Sn-S 2)/n,其中S =(S1+S2+S3+……+Sn)/n。 Manner 3: Calculate the variance of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as the list score of the one target breakpoint list. For example, if the scores of each attribute under a target breakpoint list are S1, S2, S3, ..., Sn, then the list of the target breakpoint list scores S variance 2 = ((S1-S average ) 2 + (S2- each S) 2 + ... + (Sn- S -average) 2) / n, where both S = (S1 + S2 + S3 + ...... + Sn) / n.
方式四:根据一个目标断点名单下计算得到的各个属性得分计算所述一个目标断点名单的标准差,作为所述一个目标断点名单的名单得分。比如,某个目标断点名单下各个属性得分分别为S1、S2、S3、……、Sn,则该目标断点名单的名单得分S 标准差=上述S 方差 2的开方。 Method 4: Calculate the standard deviation of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as the list score of the one target breakpoint list. For example, if each attribute score under a target breakpoint list is S1, S2, S3, ..., Sn, then the list score of the target breakpoint list S standard deviation = the square root of the above S variance 2 .
103、根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;103. Determine, according to a preset matching relationship, a seat level corresponding to a list score of each target breakpoint list, where the preset matching relationship refers to a correspondence between a list score of the breakpoint list and a seat level of the sales agent. Wherein the seat level is determined by a list of breakpoint lists of successful sales of the sales agent history;
可以理解的是,系统可以预先定义好该预设匹配关系,也即预先设定断点名单的名单得分与销售坐席的坐席等级之间的对应关系。比如,假设断点名单的名单得分满分10分,名单得分区间为[0,10];坐席等级共分为5级,分别为1级、2级、3级、4级和5级。因此,可以设定:名单得分区间[0,2]对应1级坐席等级,名单得分区间(2,4]对应2级坐席等级,名单得分区间(4,6]对应3级坐席等级,名单得分区间(6,8]对应4级坐席等级,名单得分区间(8,10]对应5级坐席等级。It can be understood that the system can pre-define the preset matching relationship, that is, pre-set the correspondence between the list score of the breakpoint list and the seat level of the sales agent. For example, suppose the list of breakpoints has a score of 10 points, the score range of the list is [0, 10]; the seat level is divided into 5 levels, which are level 1, level 2, level 3, level 4, and level 5. Therefore, it can be set that the list score interval [0, 2] corresponds to the level 1 seat level, the list score interval (2, 4) corresponds to the level 2 seat level, the list score interval (4, 6) corresponds to the level 3 seat level, and the list score The interval (6, 8) corresponds to the level 4 seat level, and the list score interval (8, 10) corresponds to the level 5 seat level.
在计算得到各个目标断点名单对应的名单得分之后,根据预设匹配关系即可确定出各个所述目标断点名单对应的坐席等级。After calculating the list score corresponding to each target breakpoint list, the seat level corresponding to each of the target breakpoint lists may be determined according to the preset matching relationship.
进一步地,如图6所示,本实施例中,销售坐席的坐席等级可以通过以下步骤确定:Further, as shown in FIG. 6, in this embodiment, the seat level of the sales agent can be determined by the following steps:
601、获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;601. Obtain a list score of each first breakpoint list of the sales agent historical sales success;
602、根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;602. Determine a contribution value of the sales agent to each of the first breakpoint lists according to a list score of each of the first breakpoint lists.
603、根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。603. Determine, according to the determined average value of each of the contribution values, a seat level of the sales agent, and the higher the average value, the higher the seat level of the sales agent.
对于步骤601,可以理解的是,系统会记录每个销售坐席的销售记录,包括销售成功的断点名单和销售失败的断点名单。本实施例,可以通过一个销售坐席的历史销售成功的断点名单对该销售坐席的能力进行评估,也即评估该销售坐席的坐席等级。其中,上述的“历史销售成功的断点名单”可以是指一段时间内已销售成功的断点名单,比如上一周销售成功的断点名单;也可以是指该销售坐席所有的已销售成功的断点名单。For step 601, it can be understood that the system records the sales records of each sales agent, including a list of successful breakpoints for sales and a list of breakpoints for sales failures. In this embodiment, the ability of the sales agent can be evaluated through a breakpoint list of successful sales of a sales agent, that is, the seat level of the sales agent is evaluated. Among them, the above “list of successful historical breakpoints” may refer to a list of breakpoints that have been successfully sold within a certain period of time, such as a list of successful breakpoints sold last week; or may refer to all sales of the sales agents that have been successfully sold. List of breakpoints.
对于步骤602,由上述内容可知,每个第一断点名单在分配给销售坐席之前均计算了名单得分,一个第一断点名单的名单得分有高有低,名单得分越高且销售成功的第一断点名单,则表明该销售坐席对该第一断点名单销售成功做出的贡献越高,从而可以反映该销售坐席的销售能力。上述销售坐席对各个第一断点名单作出的贡献值,可以由各个第一断点名单的名单得分和满分值计算得到,具体可以将满分值与一个第一断点名单的名单得分的差值确定为该贡献值。比如,假设断点名单的名单得分最高为10分,某个第一断点名单的名单得分为5分,由于该第一断点名单销售成功,则可以认为(10-5)=5分为销售坐席对该第一断点名单作出的贡献值。For step 602, as can be seen from the above, each first breakpoint list is calculated before the allocation to the sales agent, and the list of the first breakpoint list has a high or low score, and the list score is higher and the sales are successful. The first breakpoint list indicates that the sales agent has contributed more to the sales success of the first breakpoint list, thereby reflecting the sales ability of the sales agent. The contribution value of the above-mentioned sales agent to each of the first breakpoint lists can be calculated from the list score and the full score of each first breakpoint list, and the difference between the full score and the list score of the first breakpoint list can be specifically determined. Determined as the contribution value. For example, suppose the list of breakpoints has a score of up to 10 points, and the list of a list of first breakpoints has a score of 5 points. Since the sale of the first breakpoint list is successful, it can be considered as (10-5)=5. The value of the sales agent's contribution to the first breakpoint list.
对于步骤603,确定出各个所述第一断点名单对应的贡献值之后,根据这些贡献值的均值确定销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。比如,假设某销售坐席历史销售成功的第一断点名单共n个,这些第一断点名单对应的名单得分分别记为S1、S2、……、Sn。则该销售坐席的贡献值均值为avg=[(10- S1)+ (10- S2)+……+(10- Sn)]/n。可以设定:若均值落入[0,2]范围内,则该销售坐席的坐席等级为1级;若均值落入(2,4]范围内,则该销售坐席的坐席等级为2级;若均值落入(4,6]范围内,则该销售坐席的坐席等级为3级;若均值落入(6,8]范围内,则该销售坐席的坐席等级为4级;若均值落入(8,10]范围内,则该销售坐席的坐席等级为5级。After the contribution value corresponding to each of the first breakpoint lists is determined, the agent level of the sales agent is determined according to the average value of the contribution values. The higher the average value, the higher the agent level of the sales agent. For example, suppose a total of n first breakpoint lists for a sales agent's historical sales success, and the list scores corresponding to the first breakpoint lists are respectively recorded as S1, S2, ..., Sn. Then the contribution value of the sales agent is avg=[(10- S1)+ (10-S2)+...+(10-Sn)]/n. It can be set that if the average value falls within the range of [0, 2], the seat level of the sales agent is level 1; if the average value falls within the range of (2, 4), the seat level of the sales agent is level 2; If the average value falls within the range of (4,6), the seat level of the sales agent is level 3; if the average value falls within the range of (6,8), the seat level of the sales agent is level 4; if the mean falls Within the range of (8, 10), the seat level of the sales agent is level 5.
本实施例中,还可以将各个坐席等级相同的销售坐席归为一个坐席技能组中,比如1级的坐席技能组中包含所有的坐席等级为1级的销售坐席。In this embodiment, the sales agents with the same seat level can be classified into one agent skill group. For example, the seat skill group of the first level includes all the sales agents with the seat level of level 1.
104、分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。104. Assign each of the target breakpoint lists to a sales agent of the agent level corresponding to the target breakpoint list.
可以理解的是,在已确定目标断点名单对应的坐席等级,也得知各个销售坐席的坐席等级的情况,即可将各个所述目标断点名单分配给坐席等级相应的销售坐席,完成目标断点名单的合理分配。特别地,若系统上设有上述的坐席技能组,也可以将各个目标断点名单直接分配给坐席等级相应的坐席技能组,然后这些目标断点名单分配到各个坐席技能组后,再由坐席技能组各自分配给各个销售坐席。It can be understood that, when the seat level corresponding to the target breakpoint list is determined, and the seat level of each sales agent is also known, each target breakpoint list can be assigned to the corresponding sales seat of the seat level to complete the target. A reasonable allocation of breakpoint lists. In particular, if the above-mentioned agent skill set is provided on the system, each target breakpoint list may be directly assigned to the corresponding seat skill group of the agent level, and then the target breakpoint list is assigned to each seat skill group, and then the agent is seated. The skill groups are each assigned to each sales agent.
进一步地,如图7所示,上述步骤104可以包括:Further, as shown in FIG. 7, the foregoing step 104 may include:
701、查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;701. Search for a first sales agent whose agent level in each of the available sales agents is the same as the agent level corresponding to the target breakpoint list;
702、若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;702. If only one of the first sales agents is found, assign the target breakpoint list to the first sales agent;
703、若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席。703. If two or more first sales agents are found, assign the target breakpoint list to the first sales agents that satisfy the preset determination condition among the two or more first sales agents.
对于步骤701,比如,某个目标断点名单对应的坐席等级为3级,则从可分配的各个销售坐席中找出坐席等级为3级的销售坐席。For step 701, for example, if the target level corresponding to the target breakpoint list is 3, the sales agent with the agent level of 3 is found out from the assignable sales agents.
对于步骤702,承接上例,如果找到的3级销售坐席仅有一个,则直接将该目标断点名单分配给这个3级销售坐席。For step 702, the above example is taken. If there is only one level 3 sales agent found, the target breakpoint list is directly assigned to the level 3 sales agent.
对于步骤703,如果查找到2个以上的3级销售坐席,由于一个目标断点名单一般只能分配给一个销售坐席跟进处理,因此需要对这2个以上的3级销售坐席再次进行筛选。面对这种情况,本实施例中预先设置了若干个预设判断条件,这些预设判断条件用于衡量销售坐席与该目标断点名单的用户的契合度。可知,一个销售坐席满足的预设判断条件越多,则表明该销售坐席与该目标断点名单的用户越契合,由该销售坐席跟进该目标断点名单的成功率越高。In step 703, if two or more level 3 sales agents are found, since one target breakpoint list can generally be assigned to only one sales agent follow-up process, it is necessary to filter the two or more level 3 sales agents again. Faced with this situation, in the embodiment, a plurality of preset determination conditions are preset, and the preset determination conditions are used to measure the fit of the sales agent to the user of the target breakpoint list. It can be seen that the more predetermined judgment conditions that a sales agent satisfies, the more the sales agent matches the user of the target breakpoint list, and the success rate of the sales agent following the target breakpoint list is higher.
本实施例中,所述预设判断条件可以包括以下1~5条件中的至少一个:In this embodiment, the preset determination condition may include at least one of the following 1 to 5 conditions:
1、判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;1. Determine whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
2、判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;2. determining whether the common language of the first sales agent is the same as the common language of the user of the target breakpoint list;
3、判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;3. determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
4、判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;4. determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
5、判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。5. Determine whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
上述条件1~5仅为对预设判断条件的举例说明,而并非是对本实施例具体内容的限定。The above conditions 1 to 5 are merely illustrative of the preset determination conditions, and are not intended to limit the specific contents of the embodiment.
更进一步地,在某些极端的情况下,若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则可以将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席,在合理分配的前提下,进一步充分考虑Further, in some extreme cases, if two or more of the first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two, the target may be broken. The point list is assigned to a first sales agent with the least amount of tasks currently following the breakpoint list in the first sales agent that satisfies the preset judgment condition, and further considers under the premise of reasonable allocation
本实施例中,首先,获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;然后,分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;接着,根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;最后,分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。这样,根据目标断点名单的名单得分与坐席等级之间的对应关系,将各个目标断点名单分别分配给相应坐席等级的销售坐席,可以使得销售坐席的能力与跟进的断点名单的质量相匹配,达到合理分配断点名单的效果,从而提高断点名单的销售成功率和业务转化率。In this embodiment, first, each target breakpoint list to be allocated to a sales agent is obtained, and each target breakpoint list includes one or more list attributes; and then, respectively, according to the list attribute of each of the target breakpoint lists, a list of the target breakpoint list, the higher the score of the list represents the higher the quality of the target breakpoint list; and then, the seat level corresponding to the list score of each of the target breakpoint lists is determined according to the preset matching relationship, The preset matching relationship refers to a correspondence between a list score of the breakpoint list and a seat level of the sales agent, wherein the seat level is determined by the list of the breakpoint list of the sales agent history sales success; Each of the target breakpoint lists is assigned to a sales agent of the agent level corresponding to the target breakpoint list. In this way, according to the correspondence between the list score of the target breakpoint list and the seat level, each target breakpoint list is respectively assigned to the sales agent of the corresponding seat level, which can make the sales agent's ability and the follow-up breakpoint list quality. Matching, to achieve the effect of a reasonable allocation of breakpoints list, thereby improving the sales success rate and business conversion rate of the breakpoint list.
应理解,上述实施例中各步骤的序号的大小并不意味着执行顺序的先后,各过程的执行顺序应以其功能和内在逻辑确定,而不应对本申请实施例的实施过程构成任何限定。It should be understood that the size of the sequence of the steps in the above embodiments does not mean that the order of execution is performed. The order of execution of each process should be determined by its function and internal logic, and should not be construed as limiting the implementation process of the embodiments of the present application.
上面主要描述了一种断点名单的分配方法,下面将对一种断点名单的分配装置进行详细描述。The above mainly describes a method for allocating a list of breakpoints. A device for assigning a list of breakpoints will be described in detail below.
图8示出了本申请实施例中一种断点名单的分配装置一个实施例结构图。FIG. 8 is a structural diagram showing an embodiment of a device for allocating a breakpoint list in the embodiment of the present application.
本实施例中,一种断点名单的分配装置包括:In this embodiment, a device for distributing a breakpoint list includes:
目标名单获取模块801,用于获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;The target list obtaining module 801 is configured to obtain each target breakpoint list to be allocated to the sales agent, and each target breakpoint list includes one or more list attributes;
名单得分计算模块802,用于分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;The list score calculation module 802 is configured to calculate a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and a higher score of the list indicates that the quality of the target breakpoint list is higher;
名单对应等级确定模块803,用于根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;The list correspondence level determining module 803 is configured to determine, according to the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to the list score of the breakpoint list and the seat of the sales agent. Corresponding relationship between ranks, wherein the agent rank is determined by a list score of a list of breakpoints in which the sales agent history sales succeeds;
名单分配模块804,用于分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。The list assigning module 804 is configured to respectively assign each of the target breakpoint lists to the sales agents of the agent level corresponding to the target breakpoint list.
进一步地,销售坐席的坐席等级可以通过以下模块确定:Further, the seat level of the sales agent can be determined by the following modules:
第一得分获取模块,用于获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;a first score obtaining module, configured to obtain a list score of each first breakpoint list of the sales agent historical sales success;
贡献值确定模块,用于根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;a contribution value determining module, configured to determine, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
坐席等级确定模块,用于根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。The agent level determining module is configured to determine an agent level of the sales agent according to the determined average value of each of the contribution values, and the higher the average value, the higher the agent level of the sales agent.
进一步地,所述名单分配模块可以包括:Further, the list allocation module may include:
第一坐席查找单元,用于查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;a first agent search unit, configured to search for a first sales agent whose agent level in each of the saleable seats is the same as the agent level corresponding to the target breakpoint list;
第一名单分配单元,用于若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;a first list allocating unit, configured to allocate the target breakpoint list to the first sales agent if only one of the first sales agents is found;
第二名单分配单元,用于若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席;a second list allocating unit, configured to allocate the target breakpoint list to the first sales agent that satisfies the preset determination condition among the two or more first sales agents if the two or more first sales agents are found ;
所述预设判断条件可以包括以下条件中的至少一个:The preset determination condition may include at least one of the following conditions:
判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;Determining whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;Determining whether a common language of the first sales agent is the same as a common language of the user of the target breakpoint list;
判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;Determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;Determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。It is determined whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
进一步地,所述断点名单的分配装置还可以包括:Further, the distribution device of the breakpoint list may further include:
条件分配模块,用于若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席。a conditional allocation module, configured to allocate the target breakpoint list to the satisfaction if two or more first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two The first sales agent with the least amount of tasks currently following the breakpoint list in the first sales agent with the most judgment condition is preset.
进一步地,所述名单得分计算模块可以包括:Further, the list score calculation module may include:
属性得分计算单元,用于计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;An attribute score calculation unit, configured to calculate an attribute score corresponding to each list attribute of each of the target breakpoint lists, where the attribute score of the list attribute is occupied by the list attribute in a historical breakpoint list of successful sales The size of the scale is positively correlated;
名单得分计算单元,用于对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。The list score calculation unit is configured to separately perform each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
进一步地,所述属性得分计算单元可以包括:Further, the attribute score calculation unit may include:
第一属性确定子单元,用于确定当前需计算属性得分的目标名单属性;a first attribute determining subunit, configured to determine a target list attribute that currently needs to calculate an attribute score;
第一数量统计子单元,用于统计销售成功的历史断点名单中具有所述目标名单属性的断点名单的第一数量;a first quantity statistics subunit, configured to count a first number of breakpoint lists having the target list attribute in a historical breakpoint list of successful sales;
第一比例计算子单元,用于计算所述第一数量的断点名单在所述历史断点名单中所占的第一比例;a first ratio calculation subunit, configured to calculate a first proportion of the first number of breakpoint lists in the historical breakpoint list;
第一得分确定子单元,用于根据所述第一比例确定所述目标名单属性对应的属性得分,第一比例越大,则确定出的属性得分越高。The first score determining subunit is configured to determine an attribute score corresponding to the target list attribute according to the first ratio, and the larger the first ratio, the higher the determined attribute score.
进一步地,所述属性得分计算单元可以包括:Further, the attribute score calculation unit may include:
第二属性确定子单元,用于确定当前需计算属性得分的目标名单属性;a second attribute determining subunit, configured to determine a target list attribute that currently needs to calculate an attribute score;
得分查询子单元,用于查询与所述目标名单属性对应的预设属性得分;a score query sub-unit, configured to query a preset attribute score corresponding to the target list attribute;
第二得分确定子单元,用于将所述预设属性得分确定为所述目标名单属性对应的属性得分;a second score determining subunit, configured to determine the preset attribute score as an attribute score corresponding to the target list attribute;
与所述目标名单属性对应的预设属性得分可以通过以下模块预先设置:The preset attribute score corresponding to the target list attribute may be preset by the following module:
第二数量统计模块,用于定期统计销售成功的历史断点名单中具有所述目标名单属性的断点名单的第二数量;a second quantity statistic module, configured to periodically count the second number of the breakpoint list having the target list attribute in the historical breakpoint list of the sales success;
第二比例计算模块,用于计算所述第二数量的断点名单在所述历史断点名单中所占的第二比例;a second ratio calculation module, configured to calculate a second proportion of the second number of breakpoint lists in the historical breakpoint list;
预设得分确定模块,用于根据所述第二比例确定与所述目标名单属性对应的预设属性得分,第二比例越大,则确定出的预设属性得分越高。The preset score determining module is configured to determine a preset attribute score corresponding to the target list attribute according to the second ratio, and the second ratio is larger, the determined preset attribute score is higher.
进一步地,所述名单得分计算单元可以包括:Further, the list score calculation unit may include:
第一名单得分计算子单元,用于计算一个目标断点名单下计算得到的各个属性得分之和作为所述一个目标断点名单的名单得分;a first list score calculation sub-unit, configured to calculate a sum of respective attribute scores calculated under a target breakpoint list as a list score of the one target breakpoint list;
or
累加子单元,用于对一个目标断点名单下计算得到的各个属性得分进行线性累加,得到第一累加值;The accumulating subunit is configured to linearly accumulate each attribute score calculated under a target breakpoint list to obtain a first accumulated value;
第二名单得分计算子单元,用于计算所述第一累加值对所述一个目标断点名单下各个名单属性的均值作为所述一个目标断点名单的名单得分;a second list score calculation subunit, configured to calculate a mean value of each of the list attributes of the first target breakpoint list as the list score of the one target breakpoint list;
or
第三名单得分计算子单元,用于根据一个目标断点名单下计算得到的各个属性得分计算所述一个目标断点名单的方差,作为所述一个目标断点名单的名单得分;a third list score calculation sub-unit, configured to calculate a variance of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as a list score of the one target breakpoint list;
or
第四名单得分计算子单元,用于根据一个目标断点名单下计算得到的各个属性得分计算所述一个目标断点名单的标准差,作为所述一个目标断点名单的名单得分。And a fourth list score calculation sub-unit, configured to calculate a standard deviation of the one target breakpoint list according to each attribute score calculated under a target breakpoint list, as a list score of the one target breakpoint list.
进一步地,所述目标断点名单可以包括以下列举的名单属性中的一个、两个或多个;Further, the target breakpoint list may include one, two or more of the list attributes listed below;
所述名单属性为电话号码、车牌号、车架号、发动机号、已报价、已投保、续保或新车险险种。The list attributes are phone number, license plate number, frame number, engine number, quoted price, insured, renewed insurance or new auto insurance.
图9是本申请一实施例提供的服务器的示意图。如图9所示,该实施例的服务器9包括:处理器90以及存储器91,所述存储器91中存储有可在所述处理器90上运行的计算机可读指令92,例如执行断点名单的分配方法的程序。所述处理器90执行所述计算机可读指令92时实现上述各个断点名单的分配方法实施例中的步骤,例如图1所示的步骤101至104。或者,所述处理器90执行所述计算机可读指令92时实现上述各装置实施例中各模块/单元的功能,例如图8所示模块801至804的功能。FIG. 9 is a schematic diagram of a server according to an embodiment of the present application. As shown in FIG. 9, the server 9 of this embodiment includes a processor 90 and a memory 91 in which are stored computer readable instructions 92 executable on the processor 90, such as performing a breakpoint list. The procedure for assigning methods. The processor 90 executes the computer readable instructions 92 to implement the steps in the foregoing method for assigning each of the breakpoint lists, such as steps 101 through 104 shown in FIG. Alternatively, when the processor 90 executes the computer readable instructions 92, the functions of the modules/units in the various apparatus embodiments described above are implemented, such as the functions of the modules 801 to 804 shown in FIG.
示例性的,所述计算机可读指令92可以被分割成一个或多个模块/单元,所述一个或者多个模块/单元被存储在所述存储器91中,并由所述处理器90执行,以完成本申请。所述一个或多个模块/单元可以是能够完成特定功能的一系列计算机可读指令段,该指令段用于描述所述计算机可读指令92在所述服务器9中的执行过程。Illustratively, the computer readable instructions 92 may be partitioned into one or more modules/units that are stored in the memory 91 and executed by the processor 90, To complete this application. The one or more modules/units may be a series of computer readable instruction segments capable of performing a particular function for describing the execution of the computer readable instructions 92 in the server 9.
所述服务器9可以是本地服务器、云端服务器等计算设备。所述服务器可包括,但不仅限于,处理器90、存储器91。本领域技术人员可以理解,图9仅仅是服务器9的示例,并不构成对服务器9的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件,例如所述服务器还可以包括输入输出设备、网络接入设备、总线等。The server 9 can be a computing device such as a local server or a cloud server. The server may include, but is not limited to, a processor 90, a memory 91. It will be understood by those skilled in the art that FIG. 9 is merely an example of the server 9, and does not constitute a limitation to the server 9, and may include more or less components than those illustrated, or some components may be combined, or different components, such as The server may also include an input and output device, a network access device, a bus, and the like.
所述处理器90可以是中央处理单元(Central Processing Unit,CPU),还可以是其他通用处理器、数字信号处理器 (Digital Signal Processor,DSP)、专用集成电路 (Application Specific Integrated Circuit,ASIC)、现成可编程门阵列 (Field-Programmable Gate Array,FPGA) 或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。The processor 90 can be a central processing unit (Central) Processing Unit, CPU), can also be other general-purpose processors, digital signal processors (DSP), application specific integrated circuits (Application Specific Integrated Circuit (ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components, etc. The general purpose processor may be a microprocessor or the processor or any conventional processor or the like.
所述存储器91可以是所述服务器9的内部存储单元,例如服务器9的硬盘或内存。所述存储器91也可以是所述服务器9的外部存储设备,例如所述服务器9上配备的插接式硬盘,智能存储卡(Smart Media Card, SMC),安全数字(Secure Digital, SD)卡,闪存卡(Flash Card)等。进一步地,所述存储器91还可以既包括所述服务器9的内部存储单元也包括外部存储设备。所述存储器91用于存储所述计算机可读指令以及所述服务器所需的其他程序和数据。所述存储器91还可以用于暂时地存储已经输出或者将要输出的数据。The memory 91 may be an internal storage unit of the server 9, such as a hard disk or a memory of the server 9. The memory 91 may also be an external storage device of the server 9, such as a plug-in hard disk equipped with the server 9, a smart memory card (SMC), and a Secure Digital (SD) card. Flash card (Flash Card) and so on. Further, the memory 91 may also include both an internal storage unit of the server 9 and an external storage device. The memory 91 is for storing the computer readable instructions and other programs and data required by the server. The memory 91 can also be used to temporarily store data that has been output or is about to be output.
另外,在本申请各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。The integrated unit, if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application, in essence or the contribution to the prior art, or all or part of the technical solution may be embodied in the form of a software product stored in a storage medium. A number of instructions are included to cause a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present application. The foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like, which can store program codes. .
以上所述,以上实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围。The above embodiments are only used to explain the technical solutions of the present application, and are not limited thereto; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that they can still The technical solutions described in the embodiments are modified, or the equivalents of the technical features are replaced by the equivalents. The modifications and substitutions of the embodiments do not depart from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims (20)

  1. 一种断点名单的分配方法,其特征在于,包括:A method for allocating a list of breakpoints, comprising:
    获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;Obtain a list of each target breakpoint to be assigned to the sales agent, and each target breakpoint list includes more than one list attribute;
    分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;Calculating a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and the higher the list score, the higher the quality of the target breakpoint list;
    根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;Determining, by the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein The agent level is determined by a list score of a list of breakpoints in which the sales agent historical sales succeeds;
    分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席;And assigning each of the target breakpoint lists to a sales seat of the agent level corresponding to the target breakpoint list;
    销售坐席的坐席等级通过以下步骤确定:The seat level of the sales agent is determined by the following steps:
    获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;Obtaining a list score of each first breakpoint list of the sales agent historical sales success;
    根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;Determining, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
    根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。And determining, according to the determined mean value of each of the contribution values, a seat level of the sales agent, wherein the higher the average value, the higher the seat level of the sales agent.
  2. 如权利要求1所述的断点名单的分配方法,其特征在于,所述分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席包括:The method for assigning a breakpoint list according to claim 1, wherein the sales agents respectively assigning each of the target breakpoint lists to the agent level corresponding to the target breakpoint list include:
    查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;Finding a first sales agent in which the agent level in each of the sales agents that can be allocated is the same as the agent level corresponding to the target breakpoint list;
    若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;If only one of the first sales agents is found, assigning the target breakpoint list to the first sales agent;
    若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席。If two or more of the first sales agents are found, the target breakpoint list is allocated to the first sales agents that satisfy the preset determination condition among the two or more first sales agents.
  3. 如权利要求2所述的断点名单的分配方法,其特征在于,所述预设判断条件包括以下条件中的至少一个:The method for allocating a breakpoint list according to claim 2, wherein the preset determination condition comprises at least one of the following conditions:
    判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;Determining whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
    判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;Determining whether a common language of the first sales agent is the same as a common language of the user of the target breakpoint list;
    判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;Determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
    判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;Determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
    判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。It is determined whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
  4. 如权利要求3所述的断点名单的分配方法,其特征在于,所述断点名单的分配方法还包括:The method for allocating a list of breakpoints according to claim 3, wherein the method for allocating the list of breakpoints further comprises:
    若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席。If two or more of the first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two, the target breakpoint list is allocated to the one that meets the preset determination condition. The first sales agent in the first sales agent who currently follows the breakpoint list with the least amount of tasks.
  5. 如权利要求1至4任一项所述的断点名单的分配方法,其特征在于,所述分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分包括:The method for assigning a list of breakpoints according to any one of claims 1 to 4, wherein the calculating the list score of the target breakpoint list according to the list attribute of each of the target breakpoint lists comprises:
    计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;Calculating an attribute score corresponding to each list attribute of each target breakpoint list, where the attribute score of the list attribute is positively correlated with a proportion of the list attribute in a historical breakpoint list of successful sales;
    对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。Performing each of the target breakpoint lists separately: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
  6. 一种断点名单的分配装置,其特征在于,包括:A device for distributing a list of breakpoints, comprising:
    目标名单获取模块,用于获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;a target list obtaining module, configured to obtain each target breakpoint list to be allocated to a sales agent, and each target breakpoint list includes one or more list attributes;
    名单得分计算模块,用于分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;a list score calculation module, configured to calculate a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, wherein a higher score of the list indicates that the quality of the target breakpoint list is higher;
    名单对应等级确定模块,用于根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;The list corresponding level determining module is configured to determine, according to the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to the list score of the breakpoint list and the seat level of the sales agent. Correspondence relationship, wherein the agent level is determined by a list score of a list of breakpoints in which the sales agent history sales succeeds;
    名单分配模块,用于分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席。And a list allocation module, configured to respectively allocate each of the target breakpoint lists to a sales agent of the agent level corresponding to the target breakpoint list.
  7. 根据权利要求6所述的断点名单的分配装置,其特征在于,第一坐席查找单元,用于查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;The device for allocating a breakpoint list according to claim 6, wherein the first agent search unit is configured to search for the same seat level corresponding to the target breakpoint list in each of the assignable sales agents. a sales seat;
    第一名单分配单元,用于若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;a first list allocating unit, configured to allocate the target breakpoint list to the first sales agent if only one of the first sales agents is found;
    第二名单分配单元,用于若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席a second list allocating unit, configured to allocate the target breakpoint list to the first sales agent that satisfies the preset determination condition among the two or more first sales agents if the two or more first sales agents are found
  8. 根据权利要求7所述的断点名单的分配装置,其特征在于,所述预设判断条件包括以下条件中的至少一个:The apparatus for allocating a breakpoint list according to claim 7, wherein the preset judgment condition comprises at least one of the following conditions:
    判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;Determining whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
    判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;Determining whether a common language of the first sales agent is the same as a common language of the user of the target breakpoint list;
    判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;Determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
    判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;Determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
    判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。It is determined whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
  9. 根据权利要求8所述的断点名单的分配装置,其特征在于,还包括:The apparatus for allocating a breakpoint list according to claim 8, further comprising:
    条件分配模块,用于若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席。a conditional allocation module, configured to allocate the target breakpoint list to the satisfaction if two or more first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two The first sales agent with the least amount of tasks currently following the breakpoint list in the first sales agent with the most judgment condition is preset.
  10. 根据权利要求6至9任一项所述的断点名单的分配装置,其特征在于,还包括:The apparatus for distributing a breakpoint list according to any one of claims 6 to 9, further comprising:
    属性得分计算单元,用于计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;An attribute score calculation unit, configured to calculate an attribute score corresponding to each list attribute of each of the target breakpoint lists, where the attribute score of the list attribute is occupied by the list attribute in a historical breakpoint list of successful sales The size of the scale is positively correlated;
    名单得分计算单元,用于对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。The list score calculation unit is configured to separately perform each of the target breakpoint lists: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
  11. 一种服务器,其特征在于,包括存储器以及处理器,所述存储器中存储有可在所述处理器上运行的计算机可读指令,所述处理器执行所述计算机可读指令时实现如下步骤:A server, comprising: a memory and a processor, wherein the memory stores computer readable instructions executable on the processor, the processor executing the computer readable instructions to:
    获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;Obtain a list of each target breakpoint to be assigned to the sales agent, and each target breakpoint list includes more than one list attribute;
    分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;Calculating a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and the higher the list score, the higher the quality of the target breakpoint list;
    根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;Determining, by the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein The agent level is determined by a list score of a list of breakpoints in which the sales agent historical sales succeeds;
    分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席;And assigning each of the target breakpoint lists to a sales seat of the agent level corresponding to the target breakpoint list;
    销售坐席的坐席等级通过以下步骤确定:The seat level of the sales agent is determined by the following steps:
    获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;Obtaining a list score of each first breakpoint list of the sales agent historical sales success;
    根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;Determining, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
    根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。And determining, according to the determined mean value of each of the contribution values, a seat level of the sales agent, wherein the higher the average value, the higher the seat level of the sales agent.
  12. 根据权利要求11所述的服务器,其特征在于,所述分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席包括:The server according to claim 11, wherein the sales agents respectively assigning each of the target breakpoint lists to the agent level corresponding to the target breakpoint list include:
    查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;Finding a first sales agent in which the agent level in each of the sales agents that can be allocated is the same as the agent level corresponding to the target breakpoint list;
    若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;If only one of the first sales agents is found, assigning the target breakpoint list to the first sales agent;
    若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席。If two or more of the first sales agents are found, the target breakpoint list is allocated to the first sales agents that satisfy the preset determination condition among the two or more first sales agents.
  13. 根据权利要求12所述的服务器,其特征在于,所述预设判断条件包括以下条件中的至少一个:The server according to claim 12, wherein said preset determination condition comprises at least one of the following conditions:
    判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;Determining whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
    判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;Determining whether a common language of the first sales agent is the same as a common language of the user of the target breakpoint list;
    判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;Determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
    判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;Determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
    判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。It is determined whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
  14. 根据权利要求13所述的服务器,其特征在于,所述处理器执行所述计算机可读指令时,还实现如下步骤:The server according to claim 13, wherein when said processor executes said computer readable instructions, the following steps are further implemented:
    若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席。If two or more of the first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two, the target breakpoint list is allocated to the one that meets the preset determination condition. The first sales agent in the first sales agent who currently follows the breakpoint list with the least amount of tasks.
  15. 根据权利要求11至14任一项所述的服务器,其特征在于,所述分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分包括:The server according to any one of claims 11 to 14, wherein the calculating the list score of the target breakpoint list according to the list attribute of each of the target breakpoint lists includes:
    计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;Calculating an attribute score corresponding to each list attribute of each target breakpoint list, where the attribute score of the list attribute is positively correlated with a proportion of the list attribute in a historical breakpoint list of successful sales;
    对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。Performing each of the target breakpoint lists separately: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
  16. 一种计算机可读存储介质,所述计算机可读存储介质存储有计算机可读指令,其特征在于,所述计算机可读指令被至少一个处理器执行时实现如下步骤:A computer readable storage medium storing computer readable instructions, wherein the computer readable instructions, when executed by at least one processor, implement the following steps:
    获取待分配给销售坐席的各个目标断点名单,每个目标断点名单包含一个以上的名单属性;Obtain a list of each target breakpoint to be assigned to the sales agent, and each target breakpoint list includes more than one list attribute;
    分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分,名单得分越高代表所述目标断点名单的质量越高;Calculating a list score of the target breakpoint list according to a list attribute of each of the target breakpoint lists, and the higher the list score, the higher the quality of the target breakpoint list;
    根据预设匹配关系分别确定各个所述目标断点名单的名单得分对应的坐席等级,所述预设匹配关系是指断点名单的名单得分与销售坐席的坐席等级之间的对应关系,其中,所述坐席等级通过所述销售坐席历史销售成功的断点名单的名单得分确定;Determining, by the preset matching relationship, the agent level corresponding to the list score of each of the target breakpoint lists, where the preset matching relationship refers to a correspondence between the list score of the breakpoint list and the agent level of the sales agent, wherein The agent level is determined by a list score of a list of breakpoints in which the sales agent historical sales succeeds;
    分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席;And assigning each of the target breakpoint lists to a sales seat of the agent level corresponding to the target breakpoint list;
    销售坐席的坐席等级通过以下步骤确定:The seat level of the sales agent is determined by the following steps:
    获取所述销售坐席历史销售成功的各个第一断点名单的名单得分;Obtaining a list score of each first breakpoint list of the sales agent historical sales success;
    根据各个所述第一断点名单的名单得分确定所述销售坐席分别对各个所述第一断点名单作出的贡献值;Determining, according to a list score of each of the first breakpoint lists, a contribution value of the sales agent to each of the first breakpoint lists;
    根据确定出的各个所述贡献值的均值确定所述销售坐席的坐席等级,所述均值越高,则所述销售坐席的坐席等级越高。And determining, according to the determined mean value of each of the contribution values, a seat level of the sales agent, wherein the higher the average value, the higher the seat level of the sales agent.
  17. 根据权利要求16所述的计算机可读存储介质,其特征在于,所述分别将各个所述目标断点名单分配给所述目标断点名单对应的坐席等级的销售坐席包括:The computer readable storage medium according to claim 16, wherein the sales agents respectively assigning each of the target breakpoint lists to the agent level corresponding to the target breakpoint list include:
    查找可分配的各个销售坐席中坐席等级与所述目标断点名单对应的坐席等级相同的第一销售坐席;Finding a first sales agent in which the agent level in each of the sales agents that can be allocated is the same as the agent level corresponding to the target breakpoint list;
    若仅查找到一个所述第一销售坐席,则将所述目标断点名单分配给所述第一销售坐席;If only one of the first sales agents is found, assigning the target breakpoint list to the first sales agent;
    若查找到两个以上所述第一销售坐席,则将所述目标断点名单分配给两个以上第一销售坐席中满足预设判断条件最多的第一销售坐席。If two or more of the first sales agents are found, the target breakpoint list is allocated to the first sales agents that satisfy the preset determination condition among the two or more first sales agents.
  18. 根据权利要求17所述的计算机可读存储介质,其特征在于,所述预设判断条件包括以下条件中的至少一个:The computer readable storage medium of claim 17, wherein the predetermined determination condition comprises at least one of the following conditions:
    判断第一销售坐席的籍贯是否与所述目标断点名单的用户的籍贯相同;Determining whether the origin of the first sales agent is the same as the origin of the user of the target breakpoint list;
    判断第一销售坐席的常用语言是否与所述目标断点名单的用户的常用语言相同;Determining whether a common language of the first sales agent is the same as a common language of the user of the target breakpoint list;
    判断第一销售坐席的年龄与所述目标断点名单的用户的年龄之差是否在预设差值范围内;Determining whether the difference between the age of the first sales agent and the age of the user of the target breakpoint list is within a preset difference range;
    判断第一销售坐席的性别是否与所述目标断点名单的用户的性别相反;Determining whether the gender of the first sales agent is opposite to the gender of the user of the target breakpoint list;
    判断第一销售坐席的受教育程度是否与所述目标断点名单的用户的受教育程度相同。It is determined whether the education level of the first sales agent is the same as the education level of the user of the target breakpoint list.
  19. 根据权利要求18所述的计算机可读存储介质,其特征在于,所述计算机可读指令被至少一个处理器执行时,还实现如下步骤:A computer readable storage medium according to claim 18, wherein when said computer readable instructions are executed by at least one processor, the steps of:
    若查找到两个以上所述第一销售坐席且所述满足预设判断条件最多的第一销售坐席存在两个以上,则将所述目标断点名单分配给所述满足预设判断条件最多的第一销售坐席中当前跟进断点名单的任务量最少的一个第一销售坐席。If two or more of the first sales agents are found and the first sales agent that satisfies the preset determination condition has more than two, the target breakpoint list is allocated to the one that meets the preset determination condition. The first sales agent in the first sales agent who currently follows the breakpoint list with the least amount of tasks.
  20. 根据权利要求16-19任一项所述的计算机可读存储介质,其特征在于,所述分别根据各个所述目标断点名单的名单属性计算所述目标断点名单的名单得分包括:The computer readable storage medium according to any one of claims 16 to 19, wherein the calculating the list score of the target breakpoint list according to the list attribute of each of the target breakpoint lists respectively comprises:
    计算每个所述目标断点名单的各个名单属性对应的属性得分,所述名单属性的属性得分的高低与所述名单属性在销售成功的历史断点名单中所占比例的大小正相关;Calculating an attribute score corresponding to each list attribute of each target breakpoint list, where the attribute score of the list attribute is positively correlated with a proportion of the list attribute in a historical breakpoint list of successful sales;
    对各个所述目标断点名单分别执行:根据一个目标断点名单下计算得到的各个属性得分确定所述一个目标断点名单的名单得分。Performing each of the target breakpoint lists separately: determining a list score of the one target breakpoint list according to each attribute score calculated under a target breakpoint list.
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