CN110310020B - Project scheme management method based on data analysis, related device and storage medium - Google Patents
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Abstract
The embodiment of the application provides a project scheme management method based on data analysis, a related device and a storage medium, wherein the method comprises the following steps: pushing the item information set to a first terminal corresponding to the user; when receiving a target project scheme and a signing application of a target mechanism in the project information set sent by the first terminal, acquiring bill information of the user, and auditing the bill information of the user; when the bill information of the user passes the examination, signing is conducted according to the target project scheme and the target mechanism; matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user; and the target task is issued to a second terminal corresponding to the target project execution user. By adopting the application, the service matching degree and service efficiency for the user can be improved.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a project plan management method based on data analysis, a related device, and a storage medium.
Background
With the development of technology, more and more digital information systems have been developed that can provide specific services, such as project scheme selection and service calls.
For a system for providing project scheme selection and service calling, a server in the system can push all preset project schemes to terminals corresponding to users for display, and the users can call project executives, such as service staff, in a dialing mode according to requirements after selecting corresponding project schemes. After receiving a call signal sent by a user through a terminal, a server in the system can confirm a project scheme selected by the user by a background staff, and can randomly allocate an online project executive to the user so that the online project executive goes to the user for service provision. However, the above method of pushing all project schemes to select the user, and the user needs the background staff to confirm and randomly allocate an online project executive after making a call, which results in lower service matching degree and service efficiency for the user.
Disclosure of Invention
The embodiment of the application provides a project scheme management method, a related device and a storage medium based on data analysis, which can improve service matching degree and service efficiency for users.
In a first aspect, an embodiment of the present application provides a method for managing a project plan based on data analysis, including:
Pushing the item information set to a first terminal corresponding to the user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme;
when receiving a signing application for a target project scheme and a target organization in the project information set, which is sent by the first terminal, acquiring bill information of the user, and auditing the bill information of the user;
When the bill information of the user passes the examination, signing is conducted according to the target project scheme and the target mechanism;
Matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme;
And the target task is issued to a second terminal corresponding to the target project execution user.
Optionally, before the pushing the item information set to the first terminal corresponding to the user, the method includes:
Screening at least one project scheme from a plurality of project schemes according to a preset screening rule; the screening rules include any one or more of the following: rules set according to historical behavior data, rules set according to big data analysis, rules set according to bill information;
Determining a mechanism corresponding to each project scheme in the at least one project scheme according to the corresponding relation between the preset project scheme and the mechanism;
And generating a project information set comprising the at least one project scheme and the mechanism corresponding to each project scheme.
Optionally, the filtering rule includes a rule set according to historical behavior data, and the filtering at least one project scheme from the plurality of project schemes according to a preset filtering rule includes:
acquiring historical behavior data of a user; the historical behavior data are recorded behavior data in a preset time range;
determining at least one project plan from a plurality of project plans according to the historical behavior data; the at least one project scheme comprises project schemes with the user viewing frequency being greater than or equal to a preset frequency and/or project schemes with the user viewing time being greater than or equal to a preset time length.
Optionally, the filtering rule includes a rule set according to big data analysis, and the filtering at least one project scheme from the plurality of project schemes according to a preset filtering rule includes:
acquiring user information of a user and user portraits of different categories;
determining the category to which the user belongs according to the user information and the user portraits of different categories;
and determining at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes.
Optionally, matching a target item execution user from a plurality of item execution users under the target institution for the user includes:
extracting key information labels of the user according to the bill information of the user;
Executing the portrait of the user according to the key information label, the label of the target project scheme and the projects under the target mechanism, and matching the user with the target project execution user;
Wherein each item execution user representation includes a professional feature tag and/or a service feature tag; each item executing the professional characteristic tag of the user is extracted according to first information of each item executing the user, wherein the first information comprises any one or more of the following: basic information, professional authentication information and work history information; the service feature tag of each item execution user is extracted according to second information of each item execution user, wherein the second information comprises any one or more of the following: service scope information, service characteristic information, service quality information.
Optionally, the tag of the target item scheme includes an attribute tag of the target item scheme, the portrait of each item execution user includes a professional feature tag, and the portrait of the user is executed according to the key information tag, the tag of the target item scheme, and the plurality of items under the target organization, and the executing user is matched with the target item for the user includes:
Determining a target professional characteristic label corresponding to the attribute label of the target item scheme according to the corresponding relation between the preset attribute label and the professional characteristic label;
Determining a first type item execution user with a professional characteristic label comprising any one or more labels of the target professional characteristic labels from a plurality of item execution users under a target mechanism;
and determining a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label.
Optionally, according to a preset correspondence between key information labels and professional feature labels, determining, from the first type of item execution users, a target item execution user with a professional feature label matched with the key information label of the user, where the determining includes:
Determining a second type item execution user with a professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label;
Determining a target item execution user matched with the service information set by the user from the second type item execution user according to the scheduling condition data of the second type item execution user; the service information includes a service start time, a time period for which the service is acceptable, and a service duration.
In a second aspect, an embodiment of the present application provides a project plan management apparatus based on data analysis, including:
The sending unit is used for pushing the project information set to the first terminal corresponding to the user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme;
The acquisition unit is used for acquiring the bill information of the user and auditing the bill information of the user when receiving a signing application which is sent by the first terminal and aims at a target project scheme and a target mechanism in the project information set;
the processing unit is used for signing according to the target project scheme and the target mechanism when the bill information of the user passes the examination and verification;
the processing unit is further used for matching a target project execution user for the user from a plurality of project execution users under the target mechanism and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme;
The sending unit is further configured to send the target task to a second terminal corresponding to the target project execution user.
In a third aspect, an embodiment of the present application provides a server, including a processor, an input device, an output device, and a memory, where the processor, the input device, the output device, and the memory are connected to each other, and the memory is configured to store a computer program, where the computer program includes program instructions, and where the processor is configured to invoke the program instructions to perform a method according to the first aspect.
In a fourth aspect, embodiments of the present application provide a computer readable storage medium storing a computer program for execution by a processor to implement the method of the first aspect.
In summary, the server may push the item information set to the first terminal corresponding to the user, and when receiving the signing application for the target item scheme and the target mechanism in the item information set sent by the first terminal, obtain the bill information of the user, and audit the bill information of the user; when the bill information of the user passes the examination, the server can conduct signing processing according to the target project scheme and the target mechanism, and matches a target project execution user for the user from a plurality of project execution users under the target mechanism, generates a target task for the target project execution user and sends the target task to a second terminal corresponding to the target project execution user, so that the service matching degree and service efficiency of the user are improved.
Drawings
In order to more clearly illustrate the embodiments of the application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the application, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic flow chart of a project plan management method based on data analysis according to an embodiment of the present application;
FIG. 2 is a flow chart of another project plan management method based on data analysis according to an embodiment of the present application;
FIG. 3 is a schematic diagram of a network architecture of a project plan management system based on data analysis according to an embodiment of the present application;
Fig. 4 is a schematic structural diagram of a project plan management apparatus based on data analysis according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of a server according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be described below with reference to the accompanying drawings in the embodiments of the present application.
Referring to fig. 1, a flow chart of a project scheme management method based on data analysis according to an embodiment of the application is shown. The method can be applied to a server, which can be one server or a server cluster in the Internet. Specifically, the method may include:
s101, pushing the item information set to a first terminal corresponding to the user.
In the embodiment of the application, the server can push the project information set to the first terminal corresponding to the user. The project information set comprises at least one project scheme and a mechanism corresponding to each project scheme, and each project scheme can comprise information of at least one project, such as the name of the project and the introduction of the project. The first terminal includes, but is not limited to, an intelligent terminal such as a smart phone, a tablet computer, a notebook computer, a desktop computer, and the like.
In one embodiment, the mechanism corresponding to each project plan may be all mechanisms corresponding to each project plan, and the all mechanisms may be one or more. Or the mechanism corresponding to each project scheme may be a mechanism meeting the first preset condition in all mechanisms corresponding to each project scheme, where the mechanism meeting the first preset condition in all mechanisms corresponding to each project scheme includes, but is not limited to, any one or more of the following: the user qualification rate in all mechanisms corresponding to each project scheme is greater than or equal to a mechanism with a preset qualification rate, the service grade in all mechanisms corresponding to each project scheme is higher than a mechanism with a preset grade, the user recommendation index in all mechanisms corresponding to each project scheme is greater than a mechanism with a preset recommendation index, the user collection amount in all mechanisms corresponding to each project scheme is greater than a mechanism with a preset collection amount, the user forwarding amount in all mechanisms corresponding to each project scheme is greater than a mechanism with a preset forwarding amount, and the service area in all mechanisms corresponding to each project scheme comprises the mechanism of the area where the user is located.
In the home care scenario, the at least one project plan may be at least one service package, and the institution corresponding to each project plan may be a service institution corresponding to each service package, where each service package includes information of at least one service project.
In the enterprise project management scenario, the at least one project solution may be at least one project solution, each project solution corresponding organization may be a service organization corresponding to each project solution, and each project solution may include information of at least one service project.
S102, when receiving a signing application which is sent by the first terminal and aims at a target project scheme and a target organization in the project information set, acquiring bill information of the user, and auditing the bill information of the user.
In the embodiment of the application, the first terminal can receive the project information set pushed by the server and can send the signing application aiming at the target project scheme and the target organization in the project information set, and when the server receives the signing application aiming at the target project scheme and the target organization in the project information set, the server can acquire the bill information of the user and audit the bill information of the user. The sign-up application may carry an identifier of the target project scheme and an identifier of the target institution. The identification of the target item scheme may be a name or attribute information of the target item scheme. The document information may include any one or more of the following: personal information, family condition information, disease and diagnosis information, lifestyle preference information, and service demand information. The disease and diagnostic information may include a target disease category, which refers to a disease category that the user suffers from. In one application scenario, the document information may be used as the participation information.
In one embodiment, the subscription request includes, but is not limited to, being generated by the first terminal upon detection of a confirmation subscription instruction for the target project plan and the target institution. In an application scenario, the confirm subscription instruction may be generated upon detecting a touch operation of the user on the displayed confirm subscription option.
In one embodiment, the signing application carries document information, and the server obtains the document information of the user, which may include: and the server acquires bill information carried by the signing application.
In one embodiment, the subscription application carries a user identifier, and the server obtains document information of the user, which may include: and the server acquires bill information from the database according to the user identification carried by the signing application. The user identification includes, but is not limited to, information such as an account number, a nickname, a name, a cell phone number, a mailbox, etc. for the user.
In one embodiment, the server may audit the document information of the user, and may include: the server judges whether target information in the bill information meets a second preset condition, when the server determines that the bill information of the user meets the second preset condition, the bill information of the user is checked and approved, and otherwise, the checking is not checked and approved.
In one embodiment, the target information is a target disease category, and the server determining whether the target information in the document information meets a second preset condition may include: the server inquires whether the target disease category is included in the inapplicable disease category set corresponding to the target project scheme, and if the inapplicable disease category set does not include the target disease category, the receipt information is determined to meet a second preset condition.
In one embodiment, the target information is a user identifier, and the server determining whether the target information in the document information meets a second preset condition may include: the server inquires whether the preset blacklist comprises the user identification, and if not, the server determines that the bill information meets a second preset condition.
In one embodiment, the server auditing the insurers may include: the server forwards the signing application to the electronic equipment corresponding to the target mechanism, and when receiving a signing confirmation instruction fed back by the target mechanism, the server determines that the bill information of the user is approved.
And S103, when the bill information of the user passes the audit, signing processing is carried out according to the target project scheme and the target mechanism.
In the embodiment of the application, the server can sign up according to the target project scheme and the target mechanism when the bill information of the user passes the examination and verification.
In one embodiment, the signing process performed by the server according to the target project scheme and the target organization may include: the server sends a subscription agreement corresponding to the target institution (the subscription agreement may include an identification of the target project scheme and an identification of the target institution) to the first terminal; and when receiving a signing confirmation instruction returned by the first terminal according to the signing agreement, the server confirms that signing is successful. The subscription agreement may be an agreement that the target organization applies to all project solutions provided, or may be an agreement that the target organization provides that the target project solution applies to.
S104, matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user.
S105, the target task is issued to a second terminal corresponding to the target project execution user.
In step S104-step S105, the server may match a suitable target item execution user for the user from a plurality of item execution users under the target mechanism, generate a target task for the target item execution user, and issue the target task to a second terminal corresponding to the target item execution user. The target task is used for indicating the target project executing user to execute the target project scheme. In one application scenario, the target execution user may be a target attendant. The second terminal comprises, but is not limited to, intelligent terminals such as smart phones, tablet computers, notebook computers, desktop computers and the like.
In one embodiment, the server matches a target item execution user for the user from among a plurality of item execution users under the target institution, and may include: the server extracts key information labels of the user according to the bill information of the user; and the server executes the portrait of the user according to the key information label, the label of the target project scheme and the projects under the target mechanism, and matches the target project for the user to execute the user. Wherein each item executing user representation may include a professional feature tag and/or a service feature tag; the professional characteristic tag of each item execution user may be extracted according to first information of each item execution user, and the first information may include any one or more of the following: basic information, professional authentication information and work history information; the service feature tag of each item execution user may be extracted according to second information of each item execution user, and the second information may include any one or more of the following: service scope information, service characteristic information, service quality information. Wherein the basic information includes, but is not limited to, name, age, home address, contact, etc. For example, the first information includes a home address: the professional tag may include Chongqing, south shore district. The professional certification information includes, but is not limited to, information about the profession being learned, the certificates being owned, courses of training the business, and the like. For example, the first information includes learned professions: the professional signature may include care. The work history information includes, but is not limited to, information of a work organization, a work department, a work year, and the like.
In one embodiment, the tag of the target project plan includes an attribute tag of the target project plan, the portrait of each project execution user includes a professional feature tag, and the server executes the portrait of the user according to the key information tag, the tag of the target project plan, and the plurality of projects under the target institution, and matches the target project execution user to the user, which may include: the server determines a target professional characteristic label corresponding to the attribute label of the target project scheme according to the corresponding relation between the preset attribute label and the professional characteristic label; the server determines a first type item execution user of which the professional characteristic label comprises any one or more labels in the target professional characteristic label from a plurality of item execution users under the target institution; and the server determines a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label. The first type of item execution user may include a plurality of item execution users. In one embodiment, the attribute tags may include crowd tags, which may be set by gender, age, disease category, service requirements (e.g., care requirements). For example, the crowd label may be a rehabilitation or care class.
In one embodiment, the server determines, from the first type of item execution users, target item execution users having professional characteristic tags that match key information tags of the user, including, but not limited to: the server determines a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset professional characteristic label and the key information label; or the server searches the professional characteristic labels of all item execution users in the first type item execution users in a keyword search mode according to the key information labels of the users, and determines target item execution users with the professional characteristic labels matched with the key information labels of the users from the first type item execution users. For example, the key information tag includes elderly people, the professional feature tag includes geriatric protection, and the professional feature tag is matched with the key information tag of the user.
In order to ensure the effectiveness of the service, in one embodiment, the determining, by the server, from the first type of item execution users, the target item execution user whose professional feature tag matches with the key information tag of the user according to the preset correspondence between the key information tag and the professional feature tag may include: the server determines a second type item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label; and the server determines a target item execution user matched with the service information set by the user from the second type item execution user according to the scheduling condition data of the second type item execution user. The service information comprises service starting time, time period for accepting service and service duration. The scheduling situation data may include an operating period in which the project scheme is scheduled and an operating period in which the project scheme is not scheduled. In one embodiment, the scheduling data may also include a leave time.
In one embodiment, the server may further obtain, from the second terminal, project execution process data of the target project execution user on the user; the server performs processing according to the project execution process data of the target project execution user, wherein the processing process comprises any one or more of the following steps: performing performance audit on the target project execution user, updating the portrait of the target project execution user, judging whether the target project execution user is replaced by the user, and judging whether the target project scheme is replaced by the user. Wherein the project execution process data may include the project executed by the target project execution user. In one embodiment, the project execution process data may further include health management data of the user, a start time of each execution of the target project plan by the target project execution user, a time period of each execution of the target project plan by the target project execution user, location information of each execution of the target project plan by the target project execution user, and a trajectory of each execution of the target project plan by the target project execution user. According to the embodiment of the application, the project execution process data is monitored to be processed, so that the service quality can be improved, and the service matching degree can be improved.
In one embodiment, the target item executing user may be the item that is checked by the target item executing user through the second terminal, or may also be the item that is checked by the user through the first terminal according to the target service personnel executing item. The health management data of the user may include physical sign data recorded during the execution of the project, disease type data recorded during the execution of the project, and the like. The sign data may be recorded by a designated device. Or, the health management data may also include lifestyle habits of the user. The start time of the target item execution user to execute the target item scheme each time may be a time by scanning the two-dimensional code displayed on the first terminal. Or, the start time of the target item executing user to execute the target item scheme each time may also be the time of acquiring the position information by the positioning device. The service trajectory may be recorded by a positioning device.
In one embodiment, the project execution process data includes a project executed by the target project execution user, a time length of each execution of the target project plan by the target project execution user, location information of each execution of the target project plan by the target project execution user, a track of each execution of the target project plan by the target project execution user, and performance auditing by the target project execution user by the server may include: the method comprises the steps that a server judges whether an item executed by a target item executing user is an item included by a target item scheme, whether the time length of each time the target item executing user executes the target item scheme is larger than or equal to preset time length, whether position information of each time the target item executing user executes the target item scheme is preset position information, and whether the similarity of a track of each time the target item executing user executes the target item scheme and a preset track is larger than preset similarity; and if the item executed by the target item executing user is the item included by the target item scheme, the time length of each time the target item executing user executes the target item scheme is greater than or equal to the preset time length, the position information of each time the target item executing user executes the target item scheme is preset position information, and the track of each time the target item executing user executes the target item scheme and the preset track, obtaining a performance assessment result passing performance assessment.
In one embodiment, the server determining whether to execute the user for the user to replace the target item may include: the method comprises the steps that a server counts first times when a time length of a target project executing user executing a target project scheme is smaller than a preset time length, second times when position information of the target project executing user executing the target project scheme is not the preset position information, and third times when the similarity of a track of the target project executing user executing the target project scheme and a preset track is smaller than or equal to the preset similarity; and when the first time number is greater than the first preset times, the second time number is greater than the second preset times, or the third time number is greater than the third preset times, confirming that the user is executed for replacing the target item for the user.
In one embodiment, the server determining whether to execute the user for the user to replace the target item may include: the server calculates the matching degree of the user and the target project execution user according to the project execution process data; and when the matching degree is smaller than the preset matching degree, determining that the user is not matched with the target item execution user, and replacing the target item execution user for the user by the server.
In one embodiment, the project execution process data includes first-stage health management data and second-stage health management data, and the server calculates a matching degree between the user and the target project execution user according to the project execution process data, and may include: and the server compares the first data obtained by quantifying the health management data in the first stage with the second data obtained by quantifying the health management data in the second stage, so as to obtain the matching degree of the user and the target item execution user according to the comparison result. The first data may be a first calculation result obtained by calculating a mean value of the quantized health management data of the first stage, or a first health trend graph drawn according to the quantized health management data of the first stage. The second data may be a second calculation result obtained by calculating a mean value of the quantized health management data of the second stage, or a second health trend graph drawn according to the quantized health management data of the second stage.
In one embodiment, the server determining whether to replace the target project plan for the user may include: the server calculates the matching degree of the user and the target project scheme according to the project execution process data; and when the matching degree is smaller than the preset matching degree, determining that the user is not matched with the target project scheme, and replacing the target project scheme for the user by the server.
In one embodiment, the project execution process data includes first-stage health management data and second-stage health management data, and the server calculates the matching degree of the user and the target project plan according to the project execution process data, and may include: and the server compares the first data obtained by quantifying the health management data in the first stage with the second data obtained by quantifying the health management data in the second stage, so as to obtain the matching degree of the user and the target project scheme according to the comparison result.
In one embodiment, the server replacing the target project plan may include: terminating the target project plan and applying for a new target project plan. If the user performs the replacement of the target item during the period, the service process data of the new item execution user needs to be recorded again. The subsequent server may receive the evaluation information of the new project scheme and the evaluation information of the new project execution user transmitted from the first terminal.
Wherein, the process of terminating the target project scheme and applying for the new project scheme may include: the server receives a termination application of the target project scheme sent by the first terminal, and receives a signing application of a new project scheme and a new organization sent by the first terminal, so that the server signs up according to the new project scheme and the new organization, matches a new project execution user for the user again, and issues a corresponding new task to a terminal corresponding to the new project execution user.
In one embodiment, the server may also determine the category to which the user belongs and update the user image of the category to which the user belongs with the project execution process data for more accurate pushing of project solutions and institutions later.
In one embodiment, the server may further receive evaluation information uploaded by the first terminal, the evaluation information including evaluation information of the target item scheme, evaluation information of the execution user of the target item; the server updates the label of the target project plan according to the evaluation information of the target project plan, and updates the portrait of the target project execution user according to the evaluation information of the target project execution user. The evaluation information is acquired after the first terminal receives the confirmation information of the second terminal for the completed service item; according to the embodiment of the application, the evaluation information of the target item execution user is updated through the evaluation information, so that the portrait of the target item execution user is more perfect.
Specifically, the server updates the portrait of the target item execution user according to the evaluation information of the target item execution user, and may include: the server updates the service feature tag of the target item execution user by using the rating information of the target execution user. In one embodiment, the server updates the service feature tag of the target item execution user with the rating information of the target execution user, and may include: and the server extracts the label according to the evaluation information of the target execution user, and updates the service feature label of the project execution user by using the extracted label. That is, the aforementioned service feature tag may be extracted based on rating information of at least one user.
In the embodiment shown in fig. 1, the server may push the item information set to the first terminal corresponding to the user, and when receiving the signing application for the target item scheme and the target mechanism in the item information set sent by the first terminal, obtain the bill information of the user, and audit the bill information of the user; when the bill information of the user passes the examination, the server can conduct signing processing according to the target project scheme and the target mechanism, and matches a target project execution user for the user from a plurality of project execution users under the target mechanism, generates a target task for the target project execution user and sends the target task to a second terminal corresponding to the target project execution user, so that the service matching degree and service efficiency of the user are improved.
Referring to fig. 2, a flow chart of another project plan management method based on data analysis according to an embodiment of the invention is shown. The method can be applied to a server, which can be one server or a server cluster in the Internet. Specifically, the method may comprise the steps of:
S201, screening at least one project scheme from a plurality of project schemes according to a preset screening rule.
S202, determining a mechanism corresponding to each project scheme in the at least one project scheme according to the corresponding relation between the preset project scheme and the mechanism.
S203, generating a project information set comprising the at least one project scheme and mechanisms corresponding to each project scheme.
In steps S201 to S203, the server may screen at least one project plan from the plurality of project plans according to a preset screening rule, determine a mechanism corresponding to each project plan in the at least one project plan according to a corresponding relationship between the preset project plan and the mechanism, and generate a project information set including the at least one project plan and the mechanism corresponding to each project plan. Wherein the screening rules may include any one or more of: rules set according to historical behavior data, rules set according to big data analysis, rules set according to bill information.
In one embodiment, the filtering rule includes a rule set according to historical behavior data, and the server screens at least one item scheme from a plurality of item schemes according to a preset filtering rule, including: the server acquires historical behavior data of a user; the historical behavior data are recorded behavior data in a preset time range; the server determines at least one project scheme from a plurality of project schemes according to the historical behavior data; the at least one item scheme includes item schemes with the user viewing frequency greater than or equal to a preset frequency and/or item schemes with the user viewing time greater than or equal to a preset duration. For example, the server may determine a project plan having a viewing frequency of greater than 3 times, and/or a project plan having a viewing time of greater than or equal to 10 minutes, from among a plurality of project plans based on behavior data of a recent month.
In one embodiment, the filtering rule includes a rule set according to big data analysis, and the server screens at least one item scheme from a plurality of item schemes according to a preset filtering rule, including the server: acquiring user information of a user and user portraits of different categories; the server determines the category to which the user belongs according to the user information and the user portraits of different categories; the server determines at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes. The user information may include the aforementioned personal information and the like. This category includes, but is not limited to, being classified by gender, age, lifestyle, disease category, etc.
In one embodiment, the filtering rules include rules set according to big data analysis and rules set according to historical behavior data, and the server screens at least one item scheme from a plurality of item schemes according to preset filtering rules, including the server: acquiring user information of a user and user portraits of different categories; the server determines the category to which the user belongs according to the user information and the user portraits of different categories; the server determines a plurality of project schemes signed by the user under the category to which the user belongs from the plurality of project schemes; the server determines the at least one project plan from a plurality of project plans signed by the user in the category to which the user belongs according to the historical behavior data of the user, wherein the at least one project plan can comprise project plans with the user checking frequency being greater than or equal to a preset frequency and/or project plans with the user browsing time being greater than or equal to a preset duration. The user information may include the aforementioned personal information and the like. This category includes, but is not limited to, information divided by gender, age, lifestyle, disease category, etc.
In one embodiment, the filtering rule includes a rule set according to big data analysis, and the preset filtering rule screens a target project scheme from a plurality of project schemes, including: the method comprises the steps that a server obtains user information of a user and labels of a plurality of project schemes; the label comprises a crowd label; the server determines the crowd label of the user according to the user information and the crowd labels of the plurality of project schemes; the server determines at least one project scheme corresponding to the crowd label to which the user belongs.
In one embodiment, the filtering rule includes a rule set according to big data analysis, and the server screens at least one item scheme from a plurality of item schemes according to a preset filtering rule, including the server: acquiring bill information of a user and user portraits of different categories; the server determines the category to which the user belongs according to the bill information and the user portraits of different categories; the server determines at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes.
In one embodiment, the filtering rule includes a rule set according to big data analysis, and the preset filtering rule screens a target project scheme from a plurality of project schemes, including: the method comprises the steps that a server obtains bill information of a user and labels of a plurality of project schemes; the label comprises a crowd label; the server determines the crowd label of the user according to the bill information and the crowd labels of the project schemes; the server determines at least one project scheme corresponding to the crowd label to which the user belongs. Compared with the user information, the bill is more comprehensive and perfect, and the mode of at least one project scheme is determined through the bill information, so that the pushed project scheme and mechanism are more accurate.
S204, pushing the item information set to a first terminal corresponding to the user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme.
S205, when receiving a signing application which is sent by the first terminal and aims at a target project scheme and a target organization in the project information set, acquiring bill information of the user, and auditing the bill information of the user.
S206, when the bill information of the user passes the audit, signing processing is carried out according to the target project scheme and the target mechanism.
S207, matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme.
And S208, the target task is issued to a second terminal corresponding to the target project execution user.
The steps S204 to S208 may refer to the steps S101 to S105 in the embodiment of fig. 1, and the embodiment of the present application is not described herein.
It can be seen that in the embodiment shown in fig. 2, the server may intelligently match at least one item scheme suitable for the user to generate a set of item information including the at least one item scheme and a mechanism corresponding to each item scheme, and may push the set of item information to the first terminal corresponding to the user; when a server receives a signing application for a target project scheme and a target organization in the project information set, which is sent by the first terminal, acquiring bill information of the user, and auditing the bill information of the user; when the bill information of the user passes the examination, the server can conduct signing processing according to the target project scheme and the target mechanism, and matches a target project execution user for the user from a plurality of project execution users under the target mechanism, generates a target task for the target project execution user and sends the target task to a second terminal corresponding to the target project execution user, so that the service matching degree and service efficiency of the user are improved.
Referring to fig. 3, a network architecture diagram of a project plan management system based on data analysis according to an embodiment of the present application is shown. Wherein the system may comprise: a first terminal 10, a server 20, a second terminal 30. The server may establish communication with the first terminal 10, the second terminal 30, respectively.
The server 20 may perform step S101 to push the item information set to the first terminal 10 corresponding to the user, and the first terminal 10 may receive and display the item information set pushed by the server 20. The first terminal 10 may transmit a subscription application for the target project plan and the target institution in the project information set. The server 20 may perform document information auditing operation, signing processing, matching a target item and performing user operation by performing steps S102-S104, and issue a target task to the second terminal 30 corresponding to the target item and performing user by performing step S105, thereby improving service matching degree and service efficiency for the user.
Referring to fig. 4, a schematic structural diagram of a project plan management apparatus based on data analysis according to an embodiment of the present application is shown. The device can be applied to a server. Specifically, the apparatus may include:
a sending unit 401, configured to push a set of item information to a first terminal corresponding to a user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme;
an obtaining unit 402, configured to obtain document information of the user and audit the document information of the user when receiving a signing application for a target project scheme and a target mechanism in the project information set sent by the first terminal;
the processing unit 403 is configured to perform signing processing according to the target project scheme and the target mechanism when the document information of the user passes the audit;
the processing unit 403 is further configured to match a target item execution user for the user from a plurality of item execution users under the target mechanism, and generate a target task for the target item execution user; the target task is used for indicating the target project executing user to execute the target project scheme;
The sending unit 401 is further configured to send the target task to a second terminal corresponding to the target item execution user.
In an optional implementation manner, the processing unit 403 is further configured to screen at least one item scheme from the plurality of item schemes according to a preset screening rule before the sending unit 401 pushes the item information set to the first terminal corresponding to the user; the screening rules include any one or more of the following: rules set according to historical behavior data, rules set according to big data analysis, rules set according to bill information; determining a mechanism corresponding to each project scheme in the at least one project scheme according to the corresponding relation between the preset project scheme and the mechanism; and generating a project information set comprising the at least one project scheme and the mechanism corresponding to each project scheme.
In an alternative embodiment, the filtering rule includes a rule set according to historical behavior data, and the processing unit 403 screens at least one item scheme from the plurality of item schemes according to a preset filtering rule, specifically, obtains the historical behavior data of the user; the historical behavior data are recorded behavior data in a preset time range; determining at least one project plan from a plurality of project plans according to the historical behavior data; the at least one project scheme comprises project schemes with the user viewing frequency being greater than or equal to a preset frequency and/or project schemes with the user viewing time being greater than or equal to a preset time length.
In an alternative embodiment, the filtering rule includes a rule set according to big data analysis, and the processing unit 403 screens at least one item scheme from the plurality of item schemes according to a preset filtering rule, specifically: acquiring user information of a user and user portraits of different categories; determining the category to which the user belongs according to the user information and the user portraits of different categories; and determining at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes.
In an alternative embodiment, the processing unit 403 matches a target item execution user for the user from a plurality of item execution users under the target institution, specifically extracts a key information tag of the user according to the document information of the user; executing the portrait of the user according to the key information label, the label of the target project scheme and the projects under the target mechanism, and matching the user with the target project execution user; wherein each item execution user representation includes a professional feature tag and/or a service feature tag; each item executing the professional characteristic tag of the user is extracted according to first information of each item executing the user, wherein the first information comprises any one or more of the following: basic information, professional authentication information and work history information; the service feature tag of each item execution user is extracted according to second information of each item execution user, wherein the second information comprises any one or more of the following: service scope information, service characteristic information, service quality information.
In an optional implementation manner, the label of the target project scheme includes an attribute label of the target project scheme, the portrait of each project execution user includes a professional feature label, and the processing unit 403 executes the portrait of the user according to the key information label, the label of the target project scheme, and the plurality of projects under the target mechanism, and matches the target project execution user with the user, specifically determines a target professional feature label corresponding to the attribute label of the target project scheme according to a preset correspondence between the attribute label and the professional feature label; determining a first type item execution user with a professional characteristic label comprising any one or more labels of the target professional characteristic labels from a plurality of item execution users under a target mechanism; and determining a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label.
In an optional implementation manner, the processing unit 403 determines, from the first type item executing users, a target item executing user with a professional feature tag matching with the key information tag of the user according to a preset correspondence between the key information tag and the professional feature tag, and specifically determines, from the first type item executing users, a second type item executing user with a professional feature tag matching with the key information tag of the user according to a preset correspondence between the key information tag and the professional feature tag; determining a target item execution user matched with the service information set by the user from the second type item execution user according to the scheduling condition data of the second type item execution user; the service information includes a service start time, a time period for which the service is acceptable, and a service duration.
In the embodiment shown in fig. 4, the server may push the item information set to the first terminal corresponding to the user, and when receiving the signing application for the target item scheme and the target mechanism in the item information set sent by the first terminal, obtain the bill information of the user, and audit the bill information of the user; when the bill information of the user passes the examination, the server can conduct signing processing according to the target project scheme and the target mechanism, and matches a target project execution user for the user from a plurality of project execution users under the target mechanism, generates a target task for the target project execution user and sends the target task to a second terminal corresponding to the target project execution user, so that the service matching degree and service efficiency of the user are improved.
Fig. 5 is a schematic structural diagram of a server according to an embodiment of the present application. The server described in the present embodiment may include: one or more processors 100, one or more input devices 200, one or more output devices 300, and a memory 400. The processor 100, the input device 200, the output device 300, and the memory 400 may be connected by a bus.
The input device 200, the output device 300 may be a standard wired or wireless communication interface.
The Processor 100 may be a central processing module (Central Processing Unit, CPU), which may also be other general purpose processors, digital signal processors (DIGITAL SIGNAL Processor, DSP), application SPECIFIC INTEGRATED Circuit (ASIC), off-the-shelf Programmable gate array (Field-Programmable GATE ARRAY, FPGA) or other Programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or the like. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 400 may be a high-speed RAM memory or a non-volatile memory (non-volatile memory), such as a disk memory. The memory 400 is used to store a set of program codes, and the input device 200, the output device 300, and the processor 100 may call the program codes stored in the memory 400. Specifically:
A processor 100, configured to push, through an output device 300, a set of item information to a first terminal corresponding to a user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme; when receiving a signing application for a target project scheme and a target organization in the project information set sent by the first terminal through the input device 200, acquiring bill information of the user, and auditing the bill information of the user; when the bill information of the user passes the examination, signing is conducted according to the target project scheme and the target mechanism; matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme; and the target task is issued to a second terminal corresponding to the target project execution user through the output device 300.
Optionally, the processor 100 is further configured to screen at least one item scheme from the plurality of item schemes according to a preset screening rule before pushing the item information set to the first terminal corresponding to the user through the output device 300; the screening rules include any one or more of the following: rules set according to historical behavior data, rules set according to big data analysis, rules set according to bill information; determining a mechanism corresponding to each project scheme in the at least one project scheme according to the corresponding relation between the preset project scheme and the mechanism; and generating a project information set comprising the at least one project scheme and the mechanism corresponding to each project scheme.
Optionally, the filtering rules include rules set according to historical behavior data, and the processor 100 screens at least one project scheme from the plurality of project schemes according to preset filtering rules, specifically, obtains the historical behavior data of the user; the historical behavior data are recorded behavior data in a preset time range; determining at least one project plan from a plurality of project plans according to the historical behavior data; the at least one project scheme comprises project schemes with the user viewing frequency being greater than or equal to a preset frequency and/or project schemes with the user viewing time being greater than or equal to a preset time length.
Optionally, the filtering rules include rules set according to big data analysis, and the processor 100 screens at least one project scheme from a plurality of project schemes according to preset filtering rules, specifically, obtains user information of a user and user portraits of different categories; determining the category to which the user belongs according to the user information and the user portraits of different categories; and determining at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes.
Optionally, the processor 100 matches a target item execution user for the user from a plurality of item execution users under the target mechanism, specifically extracts a key information tag of the user according to document information of the user; executing the portrait of the user according to the key information label, the label of the target project scheme and the projects under the target mechanism, and matching the user with the target project execution user; wherein each item execution user representation includes a professional feature tag and/or a service feature tag; each item executing the professional characteristic tag of the user is extracted according to first information of each item executing the user, wherein the first information comprises any one or more of the following: basic information, professional authentication information and work history information; the service feature tag of each item execution user is extracted according to second information of each item execution user, wherein the second information comprises any one or more of the following: service scope information, service characteristic information, service quality information.
Optionally, the tag of the target item scheme includes an attribute tag of the target item scheme, and the portrait of each item execution user includes a professional feature tag, and the processor 100 executes the portrait of the user according to the key information tag, the tag of the target item scheme, and the plurality of items under the target mechanism, and matches the target item execution user to the user, specifically: determining a target professional characteristic label corresponding to the attribute label of the target item scheme according to the corresponding relation between the preset attribute label and the professional characteristic label; determining a first type item execution user with a professional characteristic label comprising any one or more labels of the target professional characteristic labels from a plurality of item execution users under a target mechanism; and determining a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label.
Optionally, the processor 100 determines, from the first type item execution users, a target item execution user with a professional feature tag matching with the key information tag of the user according to a preset correspondence between the key information tag and the professional feature tag, and specifically determines, from the first type item execution users, a second type item execution user with a professional feature tag matching with the key information tag of the user according to a preset correspondence between the key information tag and the professional feature tag; determining a target item execution user matched with the service information set by the user from the second type item execution user according to the scheduling condition data of the second type item execution user; the service information includes a service start time, a time period for which the service is acceptable, and a service duration.
In a specific implementation, the processor 100, the input device 200, and the output device 300 described in the embodiments of the present application may perform the implementation described in the embodiments of fig. 1 and fig. 2, and may also perform the implementation described in the embodiments of the present application, which are not described herein again.
The functional modules in the embodiments of the present application may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The integrated modules may be implemented in the form of sampling hardware or in the form of sampling software functional modules.
Those skilled in the art will appreciate that implementing all or part of the above-described methods in accordance with the embodiments may be accomplished by way of a computer program stored on a computer readable storage medium, which when executed may comprise the steps of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-Only Memory (ROM), a random-access Memory (Random Access Memory, RAM), or the like.
The above disclosure is only a preferred embodiment of the present application, and it should be understood that the scope of the application is not limited thereto, and those skilled in the art will appreciate that all or part of the procedures described above can be performed according to the equivalent changes of the claims, and still fall within the scope of the present application.
Claims (10)
1. A project plan management method based on data analysis, comprising:
Pushing the item information set to a first terminal corresponding to the user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme; the mechanism corresponding to each project scheme is a mechanism meeting a first preset condition in all mechanisms corresponding to each project scheme, and meeting the first preset condition comprises any one or more of the following: the user qualification rate is larger than or equal to the preset qualification rate, the service grade is higher than the preset grade, the user recommendation index is larger than the preset recommendation index, the user collection amount is larger than the preset collection amount, and the user forwarding amount is larger than the preset forwarding amount;
When receiving a signing application for a target project scheme and a target organization in the project information set, which is sent by the first terminal, acquiring bill information of the user, and auditing the bill information of the user; the auditing of the bill information of the user comprises the following steps: judging whether target information in the bill information meets a second preset condition, and when the bill information of the user meets the second preset condition, determining that the bill information of the user is checked and approved; when the target information is a target disease category, the condition that the second preset condition is met means that the target disease category is not included in the inapplicable disease category set corresponding to the target project scheme; when the target information is the user identifier, the second preset condition is that the user identifier is not included in a preset blacklist;
When the bill information of the user passes the examination, signing is conducted according to the target project scheme and the target mechanism;
Matching a target project execution user for the user from a plurality of project execution users under the target mechanism, and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme;
And the target task is issued to a second terminal corresponding to the target project execution user.
2. The method of claim 1, wherein before pushing the item information set to the first terminal corresponding to the user, the method further comprises:
Screening at least one project scheme from a plurality of project schemes according to a preset screening rule; the screening rules include any one or more of the following: rules set according to historical behavior data, rules set according to big data analysis, rules set according to bill information;
Determining a mechanism corresponding to each project scheme in the at least one project scheme according to the corresponding relation between the preset project scheme and the mechanism;
And generating a project information set comprising the at least one project scheme and the mechanism corresponding to each project scheme.
3. The method of claim 2, wherein the screening rules include rules set according to historical behavior data, and wherein the screening at least one item scenario from a plurality of item scenarios according to preset screening rules includes:
acquiring historical behavior data of a user; the historical behavior data are recorded behavior data in a preset time range;
determining at least one project plan from a plurality of project plans according to the historical behavior data; the at least one project scheme comprises project schemes with the user viewing frequency being greater than or equal to a preset frequency and/or project schemes with the user viewing time being greater than or equal to a preset time length.
4. The method of claim 2, wherein the screening rules include rules set according to big data analysis, and wherein the screening at least one item scheme from a plurality of item schemes according to a preset screening rule includes:
acquiring user information of a user and user portraits of different categories;
determining the category to which the user belongs according to the user information and the user portraits of different categories;
and determining at least one project scheme subscribed by the user in the category to which the user belongs from the plurality of project schemes.
5. The method of claim 1, wherein matching a target item execution user for the user from among a plurality of item execution users under the target institution comprises:
extracting key information labels of the user according to the bill information of the user;
Executing the portrait of the user according to the key information label, the label of the target project scheme and the projects under the target mechanism, and matching the user with the target project execution user;
Wherein each item execution user representation includes a professional feature tag and/or a service feature tag; each item executing the professional characteristic tag of the user is extracted according to first information of each item executing the user, wherein the first information comprises any one or more of the following: basic information, professional authentication information and work history information; the service feature tag of each item execution user is extracted according to second information of each item execution user, wherein the second information comprises any one or more of the following: service scope information, service characteristic information, service quality information.
6. The method of claim 5, wherein the tag of the target item plan includes an attribute tag of the target item plan, wherein each item execution user representation includes a professional feature tag, wherein the executing the representation of the user for the user matching the target item based on the key information tag, the tag of the target item plan, the plurality of items under the target institution comprises:
Determining a target professional characteristic label corresponding to the attribute label of the target item scheme according to the corresponding relation between the preset attribute label and the professional characteristic label;
Determining a first type item execution user with a professional characteristic label comprising any one or more labels of the target professional characteristic labels from a plurality of item execution users under a target mechanism;
and determining a target item execution user with the professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label.
7. The method of claim 6, wherein the determining, from the first-type item execution users, the target item execution user whose professional feature tag matches the key information tag of the user according to the preset correspondence between the key information tag and the professional feature tag, includes:
Determining a second type item execution user with a professional characteristic label matched with the key information label of the user from the first type item execution user according to the corresponding relation between the preset key information label and the professional characteristic label;
Determining a target item execution user matched with the service information set by the user from the second type item execution user according to the scheduling condition data of the second type item execution user; the service information includes a service start time, a time period for which the service is acceptable, and a service duration.
8. A project plan management apparatus based on data analysis, comprising:
The sending unit is used for pushing the project information set to the first terminal corresponding to the user; the project information set comprises at least one project scheme and a mechanism corresponding to each project scheme; the mechanism corresponding to each project scheme is a mechanism meeting a first preset condition in all mechanisms corresponding to each project scheme, and meeting the first preset condition comprises any one or more of the following: the user qualification rate is larger than or equal to the preset qualification rate, the service grade is higher than the preset grade, the user recommendation index is larger than the preset recommendation index, the user collection amount is larger than the preset collection amount, and the user forwarding amount is larger than the preset forwarding amount;
The acquisition unit is used for acquiring the bill information of the user and auditing the bill information of the user when receiving a signing application which is sent by the first terminal and aims at a target project scheme and a target mechanism in the project information set; the auditing of the bill information of the user comprises the following steps: judging whether target information in the bill information meets a second preset condition, and when the bill information of the user meets the second preset condition, determining that the bill information of the user is checked and approved; when the target information is a target disease category, the condition that the second preset condition is met means that the target disease category is not included in the inapplicable disease category set corresponding to the target project scheme; when the target information is the user identifier, the second preset condition is that the user identifier is not included in a preset blacklist;
the processing unit is used for signing according to the target project scheme and the target mechanism when the bill information of the user passes the examination and verification;
the processing unit is further used for matching a target project execution user for the user from a plurality of project execution users under the target mechanism and generating a target task for the target project execution user; the target task is used for indicating the target project executing user to execute the target project scheme;
The sending unit is further configured to send the target task to a second terminal corresponding to the target project execution user.
9. A server comprising a processor, an input device, an output device and a memory, the processor, the input device, the output device and the memory being interconnected, wherein the memory is adapted to store a computer program comprising program instructions, the processor being configured to invoke the program instructions to perform the method of any of claims 1-7.
10. A computer readable storage medium, characterized in that the computer readable storage medium stores a computer program, which is executed by a processor to implement the method of any of claims 1-7.
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CN106815786A (en) * | 2017-03-27 | 2017-06-09 | 广东德生科技股份有限公司 | A kind of medical services signing system and method |
CN108023931A (en) * | 2017-10-26 | 2018-05-11 | 北京航天智造科技发展有限公司 | A kind of Service Source auto-allocation method and system |
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CN109788020B (en) * | 2017-11-13 | 2021-07-27 | 腾讯科技(深圳)有限公司 | Agent distribution method and related equipment |
CN109067990B (en) * | 2018-08-20 | 2021-01-08 | 麒麟合盛网络技术股份有限公司 | Application service execution method and device |
CN109559832A (en) * | 2018-10-23 | 2019-04-02 | 平安医疗健康管理股份有限公司 | A kind of information processing method, device, server and medium |
CN110310020B (en) * | 2019-06-18 | 2024-06-28 | 深圳平安医疗健康科技服务有限公司 | Project scheme management method based on data analysis, related device and storage medium |
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CN106815786A (en) * | 2017-03-27 | 2017-06-09 | 广东德生科技股份有限公司 | A kind of medical services signing system and method |
CN108023931A (en) * | 2017-10-26 | 2018-05-11 | 北京航天智造科技发展有限公司 | A kind of Service Source auto-allocation method and system |
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