CN110188977B

CN110188977B - Project audit member scheduling method and device

Info

Publication number: CN110188977B
Application number: CN201910285980.7A
Authority: CN
Inventors: 魏庆成
Original assignee: Advanced New Technologies Co Ltd
Current assignee: Advanced New Technologies Co Ltd; Advantageous New Technologies Co Ltd
Priority date: 2019-04-10
Filing date: 2019-04-10
Publication date: 2023-06-02
Anticipated expiration: 2039-04-10
Also published as: CN110188977A

Abstract

The application provides a project audit member scheduling method and a device, wherein the project audit member scheduling method comprises the following steps: acquiring historical case participation data and active behavior data of the project audit member in the project audit member list; determining a participation score of the project audit member according to the historical case participation data, and determining an liveness score according to the liveness behavior data; determining a scheduling score of the item auditing member according to the participation score and the liveness score; and scheduling the item auditing members in the item auditing member list in a mode of sequencing the item auditing members according to the sequence of the scheduling score from high to low. According to the project audit member scheduling method, from the behavior data of the project audit members related to the project, limited resources are used for scheduling as many project audit members with high activity or high participation as possible to conduct audit voting.

Description

Project audit member scheduling method and device

Technical Field

The application relates to the technical field of data processing, in particular to a project audit member scheduling method. The application also relates to a project audit member scheduling apparatus, a computing device, and a computer-readable storage medium.

Background

With the enhancement of public attention to self health and anti-risk awareness, insurance becomes an investment option for more and more people, the rapid development of the Internet promotes the innovation of insurance modes, and the Internet insurance market presents an insurance form of mutual insurance. Mutual insurance refers to an entity or individual having a requirement for homogeneous risk protection, which becomes a member by contracting and paying premium to form a mutual fund, which assumes compensation responsibility for losses caused by accidents contracted by the fund, or takes insurance activities of paying insurance fund responsibility when insured persons die, disable, disease or reach conditions such as age, period contracted by the contract. And for the problem of difficulty in claiming mutual assistance money in the insurance industry, the mutual insurance company newly introduces an auditing system to solve the dispute of the insurance claim audit application.

The method comprises the steps that item auditing members with a certain number of persons are screened out from the mutual insurance members, the item auditing members have the right of voting on item cases of the claim auditing application, the mutual insurance items are shown for each period of item cases at preset time in each item period, the shown item cases need to obtain a sufficient number of votes from the item auditing members, voting results of the cases are calculated to be effective, when the cases are shown, the mutual insurance items push the item cases to the item auditing members through a certain channel, the item auditing members vote on the pushed item cases, and participation of the item auditing members is important for the claim auditing of the item cases.

In practical application, if all the project auditing members are notified to vote, more resources are occupied, and in addition, because part of the project auditing members have low activity of logging in the project platform or have weak enthusiasm of participating in the case voting, notification behaviors of the part of the project auditing members have low report rate, and an ideal voting effect cannot be received.

Disclosure of Invention

In view of this, the embodiments of the present application provide a project audit member scheduling method to solve the technical defects existing in the prior art. The embodiment of the application also provides a project audit member scheduling device, a computing device and a computer readable storage medium.

The embodiment of the application discloses a project audit member scheduling method, which comprises the following steps:

acquiring historical case participation data and active behavior data of the project audit member in the project audit member list;

determining a participation score of the project audit member according to the historical case participation data, and determining an liveness score according to the liveness behavior data;

determining a scheduling score of the item auditing member according to the participation score and the liveness score;

and scheduling the item auditing members in the item auditing member list in a mode of sequencing the item auditing members according to the sequence of the scheduling score from high to low.

Optionally, the determining the scheduling score of the item auditing member according to the participation score and the liveness score includes:

sorting the item auditing members in the item auditing member list according to the sorting order of the participation degree scores from high to low to obtain a first item auditing member list;

sorting the item auditing members in the item auditing member list according to the sorting order of the liveness score from high to low to obtain a second item auditing member list;

and determining the sum of the arrangement sequence number of the same item auditing member in the first item auditing member list and the arrangement sequence number of the same item auditing member in the second item auditing member list as the scheduling score.

determining the participation degree weight corresponding to the participation degree score and the liveness weight corresponding to the liveness degree score;

calculating the sum of the product of the engagement score and the engagement weight and the product of the liveness score and the liveness weight as the scheduling score;

wherein the sum of the engagement weight and the liveness weight is 1.

Optionally, after the step of scheduling the item audit members is performed by adopting a manner of ordering the item audit members in the item audit member list according to the order of the scheduling score from high to low, the method includes:

screening out the item auditing members with the participation degree score higher than the participation degree score threshold value to form a high participation degree member set;

screening out the project audit members with the liveness score higher than the liveness score threshold value to form a high liveness member set;

determining a project audit member corresponding to the intersection of the high-participation member set and the high-activity member set as a preferential push member;

and pushing the project cases or case voting reminding aiming at the project cases to the priority pushing members in sequence according to the order of the priority pushing members in the project auditing member list.

matching the scheduling scores of the item auditing members in the item auditing member list with the pre-configured scheduling score segments, and determining the item auditing members of each scheduling score segment;

Determining the push priority corresponding to the project audit member of each scheduling score segment according to the corresponding relation between the pre-configured scheduling score segment and the push priority;

and pushing the project cases or case voting reminding aiming at the project cases to the project auditing members corresponding to each pushing priority according to the order of the pushing priorities from high to low.

Optionally, pushing the project case or the case voting reminder for the project case to the project auditing member corresponding to each pushing priority according to the order of the pushing priorities from high to low, including:

pushing the project case or case voting reminding aiming at the project case to a project auditing member corresponding to the first pushing priority with the highest pushing priority;

judging whether the case ballot number of the project cases reaches a minimum voting threshold value or not;

if not, pushing the project case or the case voting reminding aiming at the project case to the project auditing member corresponding to the second pushing priority lower than the first pushing priority.

Optionally, the historical case participation data includes at least one of the following:

browsing data, praying data, forwarding data, voting data and comment data;

The active behavior data includes at least one of:

the online time length of the project to which the project auditing member belongs and the login frequency of the project platform for running the project.

Optionally, the step of determining the scheduling score of the project audit member according to the participation score and the liveness score is implemented by adopting an evaluation model, and the scheduling score of the project audit member is output by inputting the participation score and the liveness score into the evaluation model for evaluation calculation.

The application provides a project audit member scheduling device, comprising:

the data acquisition module is configured to acquire historical case participation data and active behavior data of the project audit members in the project audit member list;

a parameter determination module configured to determine a participation score of the item audit member from the historical case participation data and to determine an liveness score from the liveness behavior data;

a scheduling score determination module configured to determine a scheduling score for the item audit member based on the engagement score and the liveness score;

and the sorting module is configured to sort the item auditing members in the item auditing member list according to the sorting order of the dispatching scores from high to low.

Optionally, the scheduling score determining module includes:

the first item auditing member list determining submodule is configured to sort the item auditing members in the item auditing member list according to the sorting order of the participation degree scores from high to low to obtain a first item auditing member list;

the second item auditing member list determining submodule is configured to sort the item auditing members in the item auditing member list according to the sorting order of the liveness scores from high to low to obtain a second item auditing member list;

and the sorting determination scheduling score sub-module is configured to determine the sum of the arrangement sequence number of the same item auditing member in the first item auditing member list and the arrangement sequence number in the second item auditing member list as the scheduling score.

Optionally, the scheduling score determining module includes:

a weight determination submodule configured to determine an engagement weight corresponding to the engagement score and an liveness weight corresponding to the liveness score;

a weight determination scheduling score sub-module configured to calculate a sum of a product of the engagement score and the engagement weight and a product of the liveness score and the liveness weight as the scheduling score;

Wherein the sum of the engagement weight and the liveness weight is 1.

Optionally, the project audit member scheduling device further includes:

the high-participation member set determining module is configured to screen out that the item auditing members with the participation degree score higher than the participation degree score threshold value form a high-participation degree member set;

the high-activity member set determining module is configured to screen out that the project auditing members with the activity score higher than the activity score threshold value form a high-activity member set;

the priority push member determining module is configured to determine a project audit member corresponding to the intersection of the high-participation member set and the high-activity member set as a priority push member;

the first pushing module is configured to sequentially push the project cases or case voting reminding aiming at the project cases to the priority pushing members according to the sequence of the priority pushing members in the project audit member list.

Optionally, the project audit member scheduling device further includes:

the scheduling score segment matching module is configured to match the scheduling scores of the item auditing members in the target auditing member list with the pre-configured scheduling score segments and determine the item auditing members of each scheduling score segment;

The pushing priority matching module is configured to determine the pushing priority corresponding to the project audit member of each scheduling score segment according to the corresponding relation between the pre-configured scheduling score segment and the pushing priority;

the second pushing module is configured to push the project cases or the case voting reminding aiming at the project cases to the project auditing members corresponding to each pushing priority according to the order of the pushing priorities from high to low.

Optionally, the second pushing module includes:

the first-level pushing module is configured to push the project cases or case voting reminding aiming at the project cases to project auditing members corresponding to the first pushing priority with the highest pushing priority;

a minimum voting threshold judgment module configured to judge whether a case vote number of the project case reaches a minimum voting threshold;

if the operation result of the minimum voting threshold judging module is no, operating a secondary pushing module, wherein the secondary pushing module is configured to push the project case or the case voting reminding for the project case to the project auditing member corresponding to the second pushing priority with the pushing priority lower than the first pushing priority.

The present application provides a computing device comprising:

a memory and a processor;

the memory is for storing computer-executable instructions, and the processor is for executing the computer-executable instructions:

The present application provides a computer readable storage medium storing computer instructions that when executed by a processor implement the steps of the project audit member scheduling method.

Compared with the prior art, the application has the following advantages:

the application provides a project audit member scheduling method, which comprises the following steps:

acquiring historical case participation data and active behavior data of the project audit member in the project audit member list; determining a participation score of the project audit member according to the historical case participation data, and determining an liveness score according to the liveness behavior data; determining a scheduling score of the item auditing member according to the participation score and the liveness score; and scheduling the item auditing members in the item auditing member list in a mode of sequencing the item auditing members according to the sequence of the scheduling score from high to low.

According to the project audit member scheduling method, historical case participation data and active behavior data of project audit members are used as reference factors for evaluating the performance of the project audit members in case audit activities, participation degree scores are determined according to the historical case participation data, the active degree scores are determined according to the active behavior data, scheduling scores determined according to the participation degree scores and the active degree scores are used as bases for determining the project audit member scheduling sequence, and the project audit member scheduling method is obtained, so that voting on project cases is carried out by scheduling to project audit members with high participation degree or high activity degree as much as possible by using limited resources.

Drawings

FIG. 1 is a flow chart of an execution of a project audit member scheduling method provided in an embodiment of the present application;

FIG. 2 is a flowchart illustrating an execution of a project audit member scheduling process provided by an embodiment of the present application;

FIG. 3 is a schematic diagram of a project audit member scheduling apparatus according to an embodiment of the present application;

fig. 4 is a block diagram of a computing device provided in an embodiment of the present application.

Detailed Description

In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is, however, susceptible of embodiment in many other ways than those herein described and similar generalizations can be made by those skilled in the art without departing from the spirit of the application and the application is therefore not limited to the specific embodiments disclosed below.

The terminology used in the one or more embodiments of the specification is for the purpose of describing particular embodiments only and is not intended to be limiting of the one or more embodiments of the specification. As used in this specification, one or more embodiments and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used in one or more embodiments of the present specification refers to and encompasses any or all possible combinations of one or more of the associated listed items.

It should be understood that, although the terms first, second, etc. may be used in one or more embodiments of this specification to describe various information, these information should not be limited by these terms. These terms are only used to distinguish one type of information from another. For example, a first may also be referred to as a second, and similarly, a second may also be referred to as a first, without departing from the scope of one or more embodiments of the present description. The word "if" as used herein may be interpreted as "at … …" or "at … …" or "responsive to a determination", depending on the context.

The application provides a project audit member scheduling method, a project audit member scheduling device, a computing device and a computer readable storage medium. The following detailed description, together with the drawings of the embodiments provided herein, respectively, describes the steps of the method one by one.

The embodiment of the project audit member scheduling method provided by the application is as follows:

referring to fig. 1, a flowchart of an execution of a project audit member scheduling method provided in this embodiment is shown; referring to fig. 2, a flowchart of an execution of a project audit member scheduling process provided in this embodiment is shown.

Step S102, historical case participation data and active behavior data of the project audit members in the project audit member list are obtained.

With the enhancement of the attention degree and anti-risk awareness of users on health, most users choose to purchase insurance as a means for resisting risks, the insurance types in the market are various, mutual insurance forms benefit from the characteristics of the mutual insurance forms and are favored by most people, and for the problem of claim mutual-assistance difficulty in the insurance industry, a claim group system is newly introduced into a mutual insurance company to solve the problem of settlement of insurance claim application, the claim group refers to a system that a certain number of mutual insurance members with election rights participate in determining whether to pay a case for initiating the claim application, and the claim group system has positive significance for solving the problem that the insurance company unilaterally determines the result of the claim case, the insurance member claims to be mutually-assistance difficulty and the maintenance cost is high. The users participating in the mutual insurance project are the mutual insurance members, the mutual insurance members are the project members in the embodiment of the application, the cases of the project members for issuing the claim audit application are the project cases in the embodiment of the application, the members of the claim audit group are the project audit members in the embodiment of the application, the project members can become the project audit members only by passing the project audit membership authentication examination, and the project audit members have the right of voting on the project cases.

In order to use limited resources to vote for as many project audit members with high activity or high participation as possible, in this embodiment, historical case participation data of the project audit members are used as reference factors for measuring the enthusiasm of the project audit members for participation in case voting, active behavior data of the project audit members are used as reference factors for measuring the attention degree of the project audit members to the project, and based on the historical case participation data and the active behavior data, it is determined which project audit members are preferentially scheduled to push the project cases, so that push behaviors are more effective; the historical case participation data and the active behavior data of the project audit members in the project audit member list are acquired to serve as a basis for calculating the scheduling scores of the project audit members.

Preferably, the historical case participation data includes at least one of the following: browsing data, praying data, forwarding data, voting data and comment data; the active behavior data includes at least one of: the online time length of the project to which the project auditing member belongs and the login frequency of the project platform for running the project.

The historical case participation data refers to data recorded by a project platform in case audit activities of mutually manufactured insurance project forward periods and is used for evaluating the voting enthusiasm degree of the project audit members in the case, the historical case participation data comprises project case browsing data, project case audit activity approval data, forwarding data of the to-be-audited project case, voting data of the participation cases audit results and comment data of the case audit results, other data related to the historical case participation can be taken as reference factors in addition to the listed historical case participation data, and the embodiment is not limited herein; the active behavior data is used for evaluating the attention degree of the project audit member to the project, the active behavior data comprises the online time length of the project and the login frequency of a project platform for running the project, and other data related to the active behavior can be included as reference factors besides the listed active behavior data, so that the embodiment is not limited.

Step S104, determining the participation degree score of the project audit member according to the historical case participation data, and determining the liveness score according to the liveness behavior data.

After the historical case participation data and the active behavior data are obtained, the two data are respectively processed to obtain effective information for subsequently calculating the scheduling scores of the scheduling orders of the project auditing members, wherein the effective information is the participation score and the activity score.

Taking the sum of the products of each class of historical case participation behaviors in the historical case participation data and the scores thereof as a participation score, taking the class of voting data in the historical case participation data as an example, marking the single voting behavior score of the project audit member as five scores, namely, voting is carried out on each project case by the project audit member, the score obtained by the project audit member in the voting behavior class is five scores, and if the project audit member votes on four project cases together, the score of two scores is obtained by the project audit member in the voting behavior class; similarly, except voting data, the same algorithm is adopted for historical case participation data of other categories, the score of a single action corresponding to each action category is preset, and the product of the score of the single action and the execution times of the action is the score of a project audit member in the action category; and adding the scores of the behavior categories corresponding to the historical case participation data of all the categories to obtain the participation score of the auditing member of the project.

Similarly, the activity score of the item auditing member is determined according to the activity behavior data by adopting the same algorithm, in this embodiment, the sum of the products of each class of activity behavior in the activity behavior data and the score thereof is taken as the activity score, the activity behavior data of the class of the online time length of the item to which the item auditing member belongs is taken as an example, the online time length is calculated by taking ten minutes as a unit, the score obtained by the item auditing member in the unit time of ten minutes of the online time length of the item to which the item auditing member belongs is recorded as one minute, namely, the score obtained by the item auditing member in the class of the online time length is one minute every ten minutes of the online time length of the item, and if the online time length of the item auditing member in the class of the online time length is forty minutes, the item auditing member in the class of the online time length can obtain the score of four minutes; similarly, except for the active data of the online time length of the project to which the project auditing member belongs, the same algorithm is adopted for the active data of other categories, the score of the single action corresponding to each active data category is preset, and the product of the score of the single action and the execution times of the action is the score of the project auditing member in the active action category; and adding the scores of the behavior categories corresponding to the active behavior data of all the categories to obtain the activity score of the auditing member of the project.

The embodiment only enumerates one possible method for calculating the engagement score according to the historical case engagement data and calculating the liveness score according to the liveness behavior data, and other methods for determining the engagement score and the liveness score may be adopted besides the method, which will not be described herein.

And step S106, determining the scheduling score of the project audit member according to the participation score and the liveness score.

After the participation degree score and the activity degree score of the item auditing member are obtained according to the method, the two scores are used as evaluation indexes to determine the scheduling score, namely the scheduling score is calculated according to the participation degree score and the activity degree score.

Specifically, in a preferred implementation manner of determining a scheduling score provided in this embodiment, the determining, according to the engagement score and the liveness score, a scheduling score of the item auditing member includes: sorting the item auditing members in the item auditing member list according to the sorting order of the participation degree scores from high to low to obtain a first item auditing member list; sorting the item auditing members in the item auditing member list according to the sorting order of the liveness score from high to low to obtain a second item auditing member list; and determining the sum of the arrangement sequence number of the same item auditing member in the first item auditing member list and the arrangement sequence number of the same item auditing member in the second item auditing member list as the scheduling score.

In addition, the scheduling score may be calculated directly by using the engagement score and the liveness score, and by determining the weight of the engagement score and the weight of the liveness score, the sum of the products of the weights corresponding to the scores is used as the scheduling score, and in particular, the second preferred implementation manner of determining the scheduling score provided in this embodiment, the determining the scheduling score of the item auditing member according to the engagement score and the liveness score includes: determining the participation degree weight corresponding to the participation degree score and the liveness weight corresponding to the liveness degree score; calculating the sum of the product of the engagement score and the engagement weight and the product of the liveness score and the liveness weight as the scheduling score; wherein the sum of the engagement weight and the liveness weight is 1.

For example, the engagement score obtained by the item auditing member a is 20, the activity score is 15, according to the principle that the sum of the engagement weight and the activity weight is 1, the engagement weight is seventy percent, the activity score is thirty percent, and the calculation process of the scheduling score of the item auditing member a is as follows: 20 x 0.7+15 x 0.3=18.5, i.e. the activity score for project audit member a is 18.5 points.

In addition to the two preferred embodiments of determining the scheduling score, the process of determining the scheduling score of the project audit member according to the participation score and the liveness score may also be determined by a machine learning mode, preferably implemented by an evaluation model, and the scheduling score of the project audit member is output by inputting the participation score and the liveness score into the evaluation model for evaluation calculation; the evaluation model can be trained by using sample data to obtain a weight coefficient if the weight parameter is used in the adopted algorithm. The weight calculated by using the evaluation model is more reasonable than the weight determined manually, and the evaluation model can rapidly, batchly and normally process a large amount of data, so that the calculation process is simplified.

And step S108, scheduling the item auditing members in the item auditing member list in a mode of ordering the item auditing members according to the ordering order of the scheduling scores from high to low.

The purpose of calculating the scheduling score is to determine the ordering order of the project audit members in the project audit member list according to the scheduling score. According to the algorithm for calculating the scheduling score provided by the embodiment, the higher the participation score or the activity score of the project audit member is, the higher the scheduling score is, so that the higher the scheduling score is, the better the historical case participation performance is reflected by the higher participation score, and the higher the activity score is, the better the activity performance is reflected by the higher scheduling score, therefore, the higher the obtained scheduling score is, the better the performance of the project audit member in the case audit activity is, namely, the enthusiasm of participating in the case voting is high, the mutual insurance project is focused, and the project audit member with the higher scheduling score is subjected to the scheduling behavior of pushing the project case or prompting the case voting for the project case, so that the higher feedback rate can be obtained; based on this, the present embodiment sorts the item auditing members in order of the scheduling score from high to low, and schedules in order of the sorting of the item auditing members in the item auditing member list.

In practical application, after the item auditing members in the item auditing member list are scheduled according to the ranking order of the scheduling score from high to low, the pushing order of the item auditing members may be further determined, and in a preferred implementation provided in this embodiment, determining the pushing order of the item auditing members includes:

screening out the item auditing members with the participation degree score higher than the participation degree score threshold value to form a high participation degree member set; screening out the project audit members with the liveness score higher than the liveness score threshold value to form a high liveness member set; determining a project audit member corresponding to the intersection of the high-participation member set and the high-activity member set as a preferential push member; and pushing the project cases or case voting reminding aiming at the project cases to the priority pushing members in sequence according to the order of the priority pushing members in the project auditing member list.

After determining the scheduling sequence of the item auditing members, pushing the case voting information to the item auditing members can also be performed according to a certain ordering rule, wherein the members of the high-participation member set are item auditing members with participation scores higher than a preset participation score threshold, the members of the high-activity member set are item auditing members with activity scores higher than a preset activity score threshold, the item auditing members corresponding to the intersection of the two sets are item auditing members meeting the high-participation score and the high-activity score simultaneously, the item auditing members are taken as priority pushing members, obviously, the priority pushing members belong to the item auditing members, and the case voting information is sequentially pushed to the priority pushing members according to the ordering sequence of the priority pushing members in the item auditing member list determined in the step S108.

For example, a preset participation degree score threshold is 40 points, a preset liveness degree score threshold is 30 points, all the item auditing members with participation degree scores higher than 40 points form a high participation degree member set, all the item auditing members with liveness degree scores higher than 30 points form a high liveness degree member set, the item auditing members in the high participation degree member set and the high liveness degree member set are selected to be used as preferential pushing members, the preferential pushing members are provided with arrangement serial numbers in an item auditing member list correspondingly, and the preferential pushing members are sequentially pushed with item cases or case voting reminding aiming at the item cases according to the sequence from the smaller arrangement serial numbers to the larger arrangement serial numbers.

The second preferred implementation manner of determining the pushing sequence of the item auditing member provided in this embodiment is to divide the pushing priority for the item book auditing member first, and then determine the pushing sequence according to the pushing priority, specifically, after performing the scheduling step on the item auditing member in the item auditing member list by adopting a manner of ordering the item auditing member in the item auditing member list according to the ordering sequence from high to low of the scheduling score, the method includes:

matching the scheduling score of the item auditing member in the item auditing member list with a pre-configured scheduling score section, and determining the item auditing member of each scheduling score section; determining the push priority corresponding to the project audit member of each scheduling score segment according to the corresponding relation between the pre-configured scheduling score segment and the push priority; and pushing the project cases or case voting reminding aiming at the project cases to the project auditing members corresponding to each pushing priority according to the order of the pushing priorities from high to low.

Matching the scheduling score corresponding to each item auditing member with the scheduling score segment according to the pre-configured scheduling score segment, and obtaining the corresponding relation between the item auditing member and the scheduling score segment; matching the dispatching score segments with the pushing priorities to obtain the corresponding relation between each dispatching score segment and the pushing priority, wherein the pushing priorities have different grades, and the corresponding pushing priorities with high dispatching score segments are also high, so that the relation between the project auditing members and the pushing priorities is determined; and then pushing the project auditing members corresponding to the pushing priorities according to the order of the pushing priorities from high to low.

For example, taking the score interval which is ten percent before among the scheduling scores corresponding to all the project audit members as a first scheduling score segment, wherein the first scheduling score segment corresponds to the highest push priority, marking the highest priority as the first push priority, and the project audit member with the scheduling score in the first scheduling score segment corresponds to the first push priority; taking a score interval of ten percent to twenty percent as a second scheduling score segment, wherein the second scheduling score segment corresponds to a second pushing priority, item auditing members of which the scheduling scores are in the second scheduling score segment correspond to the second pushing priority, and the like, and determining the corresponding relation between the item auditing members of other scheduling score segments and the pushing priority by adopting a similar method.

In the specific implementation, in the process of pushing the case voting information to the project auditing members, if the number of votes obtained by the project cases M reaches the minimum voting threshold, the success of voting on the project cases M is indicated, and the project cases M can not be pushed any more, so that batch pushing can be carried out according to the determined pushing priority sequence, and for one project case, the case information of the case is pushed once to a batch of project auditing members corresponding to a certain pushing priority, whether the number of votes obtained by the project case reaches the minimum voting threshold is checked once or not, and if yes, the pushing of the project case is stopped so as to reduce the pushing cost; if not, continuing to push the item cases to a batch of item auditing members corresponding to a lower push priority, preferably, pushing the item cases to the item auditing members corresponding to each push priority or carrying out case voting reminding on the item cases according to the order of the push priorities from high to low, wherein the method comprises the following steps:

pushing the project case or case voting reminding aiming at the project case to a project auditing member corresponding to the first pushing priority with the highest pushing priority; judging whether the case ballot number of the project cases reaches a minimum voting threshold value or not; if not, pushing the project case or the case voting reminding aiming at the project case to the project auditing member corresponding to the second pushing priority lower than the first pushing priority.

The higher the specified dispatch score segment is, the higher the corresponding push priority is, and the more forward the push batch is; therefore, the item auditing member corresponding to the highest scheduling score segment is pushed by the first batch corresponding to the highest pushing priority, namely the first pushing priority; after the first batch of project auditing members are pushed, judging that the number of case votes of the pushed project cases reaches a minimum voting threshold; if yes, the project case is proved to be successfully voted, and the project case is not required to be pushed; if not, continuing pushing the project case, namely pushing the project case or voting reminding aiming at the project case to a project auditing member corresponding to a lower-level pushing priority, namely pushing the project case in a second batch; and the third batch of pushing, the fourth batch of pushing and the subsequent batch of pushing are used for determining whether to push or not by judging whether the case vote number of the pushed project cases reaches the minimum voting threshold value, and pushing the project cases with the vote number reaching the minimum voting threshold value can be omitted by batch pushing and judging after each pushing that the case vote number of the pushed project cases reaches the minimum voting threshold value, so that pushing cost is saved.

The following is a further explanation of the project audit member scheduling method provided by the present application, taking the application of the project audit member scheduling method provided by the present application in a mutually-assisted project as an example, with reference to fig. 2, and specifically implemented as follows:

step S202, historical case participation data and active behavior data of project audit members are obtained.

In order to use limited resources to vote for as many project audit members with high activity or high participation as possible, in this embodiment, historical case participation data of the project audit members are used as reference factors for measuring the enthusiasm of the project audit members for participating in case voting, active behavior data of the project audit members are used as reference factors for measuring the attention degree of the project audit members to the project, and based on the obtained historical case participation data and active behavior data, it is determined which project audit members are scheduled preferentially to push the project cases.

Step S204, calculating the participation score and the liveness score.

The historical case participation data comprises a plurality of participation data categories, each participation data category has a corresponding participation behavior category, the single behavior score of each participation behavior category corresponding to each participation data category in the historical case participation data is preset, the product of the single behavior score and the execution times of the behavior is the score of a project audit member in the participation behavior category, the category of voting data in the historical case participation data is taken as an example, the single voting behavior score of the project audit member is marked as five points, and if the project audit member votes on four project cases together, the project audit member obtains two scores together in the voting behavior category; and adding the scores of the participation behavior categories corresponding to the historical case participation data of all the categories to obtain the participation degree score of the item auditing member.

Similarly, the active data comprises a plurality of active data categories, each active data category has a corresponding active behavior category, the product of the single active behavior score and the execution times of the single active behavior is preset, namely the score of a project audit member in the active behavior category, the active behavior data of the category, namely the online time length of the project to which the project audit member belongs, is taken as an example, the online time length is calculated by taking ten minutes as a unit, the score obtained by the project audit member in the online time length of the project to which the project belongs, namely ten minutes, is recorded as one score, and if the online time length of the project audit member in the project is forty minutes in total, the project audit member in the category of the online time length can obtain a score of four minutes; and adding the scores of the active behavior categories corresponding to the active behavior data of all the categories to obtain the activity score of the auditing member of the project.

Step S206, determining a scheduling score.

After the engagement score and the liveness score are determined, the weight of the engagement score and the weight of the liveness score are further determined, wherein the sum of the engagement weight and the liveness weight is 1, and finally the sum of the products of the engagement score and the liveness score and the corresponding weights is used as the scheduling score.

For example, the project audit member a obtains a participation score of 20, an activity score of 15, a specified participation weight of seventy percent, and an activity score of thirty percent, and the project audit member's scheduling score is calculated by: 20 x 0.7+15 x 0.3=18.5, i.e. the activity score of the project audit member is 18.5 points.

And step S208, sorting the project audit members in the project audit member list according to the order of the scheduling scores from high to low.

The higher the obtained scheduling score, the better the performance of the item auditing member in the case auditing activity, namely the high enthusiasm of participating in the case voting, the more concerned the mutual assistance and the balance of the item, based on the obtained scheduling score, the item auditing member is ordered according to the order of the scheduling score from high to low, and the scheduling is carried out according to the ordering order of the item auditing member in the item auditing member list.

Step S210, determining the corresponding relation between the project audit member and the push priority.

Taking the score interval which is ten percent before in the scheduling scores corresponding to all the project auditing members as a first scheduling score segment, taking the score interval which is ten percent before to twenty percent before as a second scheduling score segment, and dividing a third scheduling score segment, a fourth scheduling score segment and the like.

The first scheduling score segment corresponds to the highest push priority, the highest priority is marked as the first push priority, and the project audit member with the scheduling score in the first scheduling score segment corresponds to the first push priority; the second scheduling score segment corresponds to the second push priority, the item auditing member with the scheduling score in the second scheduling score segment corresponds to the second push priority, and the relationship between the item auditing member with the subsequent scheduling score in the third scheduling score segment and the fourth scheduling score segment and the push priority is determined.

Step S212, carrying out case pushing on the project audit members corresponding to the first pushing priority.

Pushing mutually-assisted and commonly-used project cases or case voting reminding aiming at the mutually-assisted and commonly-used project cases to project auditing members corresponding to the first pushing priority with the highest pushing priority.

Step S214, judging whether the case vote number of the project case reaches a minimum voting threshold;

if yes, the fact that the project case is successfully voted is indicated, pushing of the project case is not needed, and case voting number judgment is continuously carried out on other project cases which are not subjected to case voting number judgment;

if not, it indicates that the project case has not completed voting, and step S216 is performed.

Step S216, pushing the project case to the project audit member of the second push priority.

And under the condition that the judgment result of judging whether the number of case votes of the project cases reaches the minimum voting threshold is NO, continuing to push the project cases or reminding the case votes of the project cases to the project auditing members corresponding to the lower push priority, namely the second push priority.

The embodiment of the project audit member scheduling device provided by the application is as follows:

in the foregoing embodiments, a method for scheduling member for project audit is provided, and corresponding apparatus for scheduling member for project audit is also provided.

Referring to fig. 3, a schematic diagram of an embodiment of a project audit member scheduling apparatus is provided.

Since the apparatus embodiments are substantially similar to the method embodiments, the description is relatively simple, and reference should be made to the corresponding descriptions of the method embodiments provided above for relevant parts. The device embodiments described below are merely illustrative.

The application provides a project audit member scheduling device, comprising:

the data acquisition module 302 is configured to acquire historical case participation data and active behavior data of the project audit member in the project audit member list;

A parameter determination module 304 configured to determine a participation score for the item audit member based on the historical case participation data and to determine an liveness score based on the liveness behavior data;

a scheduling score determination module 306 configured to determine a scheduling score for the item audit member based on the engagement score and the liveness score;

the sorting module 308 is configured to sort the item auditing members in the item auditing member list according to the sorting order of the scheduling scores from high to low.

Optionally, the scheduling score determining module 306 includes:

wherein the sum of the engagement weight and the liveness weight is 1.

Optionally, the project audit member scheduling device further includes:

Optionally, the second pushing module includes:

Optionally, the historical case participation data includes at least one of the following: browsing data, praying data, forwarding data, voting data and comment data;

the active behavior data includes at least one of: the online time length of the project to which the project auditing member belongs and the login frequency of the project platform for running the project.

Optionally, the scheduling score determining module 306 is further configured to output the scheduling score of the item auditing member by inputting the engagement score and the liveness score into an evaluation model for evaluation calculation based on an evaluation model operation.

An embodiment of a computing device provided herein is as follows:

fig. 4 is a block diagram illustrating a configuration of a computing device 400 according to an embodiment of the present description. The components of the computing device 400 include, but are not limited to, a memory 410 and a processor 420. Processor 420 is coupled to memory 410 via bus 430 and database 450 is used to hold data.

Computing device 400 also includes access device 440, access device 440 enabling computing device 400 to communicate via one or more networks 460. Examples of such networks include the Public Switched Telephone Network (PSTN), a Local Area Network (LAN), a Wide Area Network (WAN), a Personal Area Network (PAN), or a combination of communication networks such as the internet. The access device 440 may include one or more of any type of network interface, wired or wireless (e.g., a Network Interface Card (NIC)), such as an IEEE802.11 Wireless Local Area Network (WLAN) wireless interface, a worldwide interoperability for microwave access (Wi-MAX) interface, an ethernet interface, a Universal Serial Bus (USB) interface, a cellular network interface, a bluetooth interface, a Near Field Communication (NFC) interface, and so forth.

In one embodiment of the present description, the above-described components of computing device 400, as well as other components not shown in FIG. 4, may also be connected to each other, such as by a bus. It should be understood that the block diagram of the computing device shown in FIG. 4 is for exemplary purposes only and is not intended to limit the scope of the present description. Those skilled in the art may add or replace other components as desired.

Computing device 400 may be any type of stationary or mobile computing device, including a mobile computer or mobile computing device (e.g., tablet, personal digital assistant, laptop, notebook, netbook, etc.), mobile phone (e.g., smart phone), wearable computing device (e.g., smart watch, smart glasses, etc.), or other type of mobile device, or a stationary computing device such as a desktop computer or PC. Computing device 400 may also be a mobile or stationary server.

The present application provides a computing device comprising a memory 410, a processor 420, and computer instructions stored on the memory and executable on the processor, the processor 420 for executing computer executable instructions to:

wherein the sum of the engagement weight and the liveness weight is 1.

browsing data, praying data, forwarding data, voting data and comment data;

the active behavior data includes at least one of:

An embodiment of the present application also provides a computer-readable storage medium storing computer instructions that, when executed by a processor, implement:

wherein the sum of the engagement weight and the liveness weight is 1.

browsing data, praying data, forwarding data, voting data and comment data;

the active behavior data includes at least one of:

The above is an exemplary version of a computer-readable storage medium of the present embodiment. It should be noted that, the technical solution of the storage medium and the technical solution of the project audit member scheduling method belong to the same concept, and details of the technical solution of the storage medium which are not described in detail can be referred to the description of the technical solution of the project audit member scheduling method.

The computer instructions include computer program code that may be in source code form, object code form, executable file or some intermediate form, etc. The computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), an electrical carrier signal, a telecommunications signal, a software distribution medium, and so forth. It should be noted that the computer readable medium contains content that can be appropriately scaled according to the requirements of jurisdictions in which such content is subject to legislation and patent practice, such as in certain jurisdictions in which such content is subject to legislation and patent practice, the computer readable medium does not include electrical carrier signals and telecommunication signals.

It should be noted that, for the sake of simplicity of description, the foregoing method embodiments are all expressed as a series of combinations of actions, but it should be understood by those skilled in the art that the present application is not limited by the order of actions described, as some steps may be performed in other order or simultaneously in accordance with the present application. Further, those skilled in the art will also appreciate that the embodiments described in the specification are all preferred embodiments, and that the acts and modules referred to are not necessarily all necessary for the present application.

In the foregoing embodiments, the descriptions of the embodiments are emphasized, and for parts of one embodiment that are not described in detail, reference may be made to the related descriptions of other embodiments.

The above-disclosed preferred embodiments of the present application are provided only as an aid to the elucidation of the present application. Alternative embodiments are not intended to be exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the application and the practical application, to thereby enable others skilled in the art to best understand and utilize the application. This application is to be limited only by the claims and the full scope and equivalents thereof.

Claims

1. The project audit member scheduling method is characterized by comprising the following steps:

calculating the sum of the product of the participation degree score and the participation degree weight and the product of the activity degree score and the activity degree weight as a scheduling score, wherein the sum of the participation degree weight and the activity degree weight is 1;

2. The method of claim 1, wherein the step of scheduling the item audit members in a manner that orders the item audit members in the list of item audit members in a top-to-bottom order of the scheduling score comprises:

3. The method of claim 1, wherein the step of scheduling the item audit members in a manner that orders the item audit members in the list of item audit members in a top-to-bottom order of the scheduling score comprises:

4. The method for scheduling item auditing members according to claim 3, wherein pushing item cases or case voting reminders for the item cases to the item auditing members corresponding to each pushing priority according to the order of the pushing priorities from high to low comprises:

5. The project audit member scheduling method according to claim 1 wherein the historical case participation data includes at least one of:

browsing data, praying data, forwarding data, voting data and comment data;

The active behavior data includes at least one of:

6. A project audit member scheduling apparatus, comprising:

a weight determination scheduling score sub-module configured to calculate a sum of a product of the engagement score and the engagement weight and a product of the liveness score and the liveness weight as a scheduling score, wherein the sum of the engagement weight and the liveness weight is 1;

7. The item auditing member scheduling device of claim 6, further comprising:

8. The item auditing member scheduling device of claim 6, further comprising:

9. The project audit member scheduling apparatus according to claim 8, wherein the second push module includes:

the first-level pushing sub-module is configured to push the project cases or case voting reminding aiming at the project cases to project auditing members corresponding to the first pushing priority with the highest pushing priority;

a minimum voting threshold judgment sub-module configured to judge whether a case vote number of the project case reaches a minimum voting threshold;

and if the operation result of the minimum voting threshold judging sub-module is no, operating a secondary pushing sub-module, wherein the secondary pushing sub-module is configured to push the project case or the case voting prompt aiming at the project case to a project auditing member corresponding to a second pushing priority lower than the first pushing priority.

10. A computing device, comprising:

a memory and a processor;

11. A computer readable storage medium storing computer instructions which, when executed by a processor, implement the steps of the method of any one of claims 1 to 5.