CN111367928B - Information updating reminding method and device - Google Patents

Information updating reminding method and device Download PDF

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Publication number
CN111367928B
CN111367928B CN202010139620.9A CN202010139620A CN111367928B CN 111367928 B CN111367928 B CN 111367928B CN 202010139620 A CN202010139620 A CN 202010139620A CN 111367928 B CN111367928 B CN 111367928B
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reminding
user
label
information
combination
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CN111367928A (en
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刘建宏
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Zhejiang eCommerce Bank Co Ltd
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Zhejiang eCommerce Bank Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/40Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/401Transaction verification
    • G06Q20/4014Identity check for transactions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23Updating
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Abstract

The embodiment of the specification provides an information update reminding method and device, wherein the information update reminding method comprises the following steps: acquiring user information of users in a user group with identity information in an updating time interval; marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user; according to the first label combination, a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group is determined and reminding is carried out; performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user; according to the reminding result of the first reminding strategy, performing behavior analysis on at least one user to obtain a corresponding relation between the second label combination and the reminding factor; and determining a second reminding strategy for carrying out identity information updating reminding aiming at the target user according to the corresponding relation and a second label combination of the target user in the user, and carrying out reminding.

Description

Information updating reminding method and device
Technical Field
The embodiment of the specification relates to the technical field of data processing, in particular to an information updating reminding method. One or more embodiments of the present specification also relate to an information update reminder, a computing device, and a computer-readable storage medium.
Background
With the development of the internet, more and more services are available to users through the internet, but most of these services are performed on the basis of confirming the identity information of the users. Therefore, the user needs to update the identity information of the user in time, so as to avoid the situation that the service is unavailable due to the expiration of the identity information of the user, the current method for reminding the user to update the identity information of the user is relatively simple, pertinence is also lacking, the user does not pay enough attention to update reminding, the timeliness of the user for updating the identity information of the user is further influenced, and therefore a more effective scheme needs to be provided.
Disclosure of Invention
In view of this, the embodiment of the present disclosure provides an information update reminding method. One or more embodiments of the present disclosure are also directed to an information update reminder, a computing device, and a computer-readable storage medium that address the technical deficiencies of the prior art.
According to a first aspect of embodiments of the present disclosure, there is provided an information update reminding method, including:
acquiring user information of users in a user group with identity information in an updating time interval;
Marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
and determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
Optionally, the marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user includes:
adding an amount gear label to which an amount gear in which the amount of the resource belongs to for the user according to the amount of the resource in the resource data;
Judging whether the user has resource flow in a flow interval according to the resource flow data in the resource data;
adding a flow label corresponding to the flow interval for the user according to the judging result of the judgment;
and taking the amount gear label and the flowing label as a first label combination of the user.
Optionally, the determining, according to the first tag combination, a first reminding policy for reminding at least one user in the user group to update identity information, and reminding, includes:
performing de-duplication on the first label combination to obtain a category label combination of the first label combination;
screening out users with preset proportions from the users corresponding to the category label combinations respectively to serve as at least one user;
taking the first tag combination of the at least one user as characteristic data, inputting a strategy matching model for reminding strategy matching, and obtaining the first reminding strategy output by the strategy matching model;
and carrying out identity information updating reminding on the at least one user according to a reminding mode in the first reminding strategy.
Optionally, the performing secondary marking on the user according to the personal data contained in the user information to obtain a second label combination of the user includes:
According to the age data in the personal data, adding an age interval label of an age interval in which the age data belongs to the user;
adding a professional class label of the professional class to which the professional data belongs to for the user according to the professional data in the personal data;
and combining the amount gear label, the mobile label, the age interval label and the job class label carried by the user as the second label.
Optionally, the performing behavior analysis on the at least one user according to the reminding result of the first reminding policy to obtain a corresponding relationship between the second tag combination and the reminding factor includes:
acquiring a reminding result of updating and reminding the at least one user according to a reminding mode contained in the first reminding strategy and a reminding time interval corresponding to the reminding mode;
performing de-duplication on the second label combination to obtain a second class label combination of the second label combination;
according to the reminding result, calculating the reminding conversion rate corresponding to the reminding combination formed by the reminding mode and the reminding time interval of the user corresponding to each second type of label combination in the at least one user respectively, obtaining the reminding conversion rate corresponding to each reminding combination of the second label combination, and taking the relation between the reminding conversion rate corresponding to each reminding combination of the second label combination and the reminding conversion rate corresponding to each reminding combination as the corresponding relation.
Optionally, if any reminding mode in the first reminding policy belongs to a gear red packet reminding, correspondingly, the step of carrying out the identity information update reminding on the at least one user according to the reminding mode in the first reminding policy includes:
transmitting a gear red packet to a user corresponding to any reminding mode according to the red packet gear of the any reminding mode, wherein the gear red packet carries reminding information for updating and reminding identity information;
and receiving a receiving instruction of a user corresponding to any reminding mode for the gear red packet.
Optionally, after the step of receiving the instruction for receiving the gear red packet by the user corresponding to any reminding mode is executed, the method further includes:
judging whether the difference value between the service life of the gear red packet and the system time is smaller than a threshold value of the time limit;
if yes, judging whether the updating of the identity information of the user corresponding to any reminding mode is completed or not according to the obtained expiration time of the identity information of the user corresponding to any reminding mode;
if not, judging whether the first reminding strategy to which any reminding mode belongs contains a red packet use reminding or not;
if so, sending a use reminder for the gear red packet to a user corresponding to any reminding mode, wherein the use reminder comprises: and the amount of the red packet of the gear red packet and the use reminding information.
Optionally, before the step of acquiring the user information of the user in the user group in the update time interval is performed, the method further includes:
acquiring the expiration time of the identity information, and calculating the time difference value between the expiration time and the system time;
judging whether the time difference value is in the updating time interval or not;
if yes, adding the user belonging to the identity information to the user group.
Optionally, the determining, according to the correspondence and the second tag combination of the target user in the user, a second reminding policy for reminding the target user of updating identity information includes:
acquiring a second expiration time of the identity information of the user, and calculating a second time difference value between the second expiration time and a second system time;
screening target users of the second time difference value in the updating time interval from the users;
taking the corresponding relation and a second label combination of a target user in the user as characteristic data, inputting the strategy matching model for reminding strategy matching, and obtaining the second reminding strategy output by the strategy matching model;
And carrying out identity information updating reminding on the target user according to a reminding mode in the second reminding strategy.
Optionally, when the identity information is an identity card, after determining a second reminding policy for carrying out identity information update reminding for the target user according to the corresponding relationship and the second label combination of the target user in the user and carrying out the reminding step, the method further includes:
receiving an update instruction submitted by the target user aiming at the reminding mode in the second reminding policy set;
displaying an uploading interface for the identity card to the target user based on the updating instruction;
and receiving the identity card picture uploaded by the target user on the uploading interface.
According to a second aspect of embodiments of the present disclosure, there is provided an information update reminding device, including:
the acquisition module is configured to acquire user information of users in the user group with the identity information in the updating time interval;
the first marking module is configured to mark the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
the first determining module is configured to determine a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and carry out reminding;
The second marking module is configured to perform secondary marking on the user according to the personal data contained in the user information to obtain a second label combination of the user;
the analysis module is configured to conduct behavior analysis on the at least one user according to the reminding result of the first reminding strategy to obtain a corresponding relation between the second label combination and the reminding factor;
and the second determining module is configured to determine a second reminding strategy for reminding the target user of updating the identity information according to the corresponding relation and a second label combination of the target user in the users and remind the target user.
According to a third aspect of embodiments of the present specification, there is provided 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:
acquiring user information of users in a user group with identity information in an updating time interval;
marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
Performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
and determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
According to a fourth aspect of embodiments of the present description, there is provided a computer-readable storage medium storing computer-executable instructions which, when executed by a processor, implement the steps of the information update reminder method.
The specification provides an information updating reminding method, which is characterized in that at least one user is screened out from users with identity information in an updating time interval, and at least one user is preferentially determined to carry out a first reminding strategy for carrying out identity information updating reminding and reminding, and a second reminding strategy for carrying out identity information updating reminding on a target user is further determined and reminded according to a reminding result of the first reminding strategy, so that the second reminding strategy is optimized, the accuracy of determining the second reminding strategy is improved, the enthusiasm and importance of the user on the identity information updating are increased, and the updating experience sense of the user is improved.
Drawings
FIG. 1 is a flowchart of a method for reminding an update of information according to an embodiment of the present disclosure;
FIG. 2 is a process flow diagram of an information update reminder method for use in an identity card update according to one embodiment of the present disclosure;
fig. 3 is a schematic structural diagram of an information update reminding device according to an embodiment of the present disclosure;
FIG. 4 is a block diagram of a computing device provided in one embodiment of the present description.
Detailed Description
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present description. This description may be embodied in many other forms than described herein and similarly generalized by those skilled in the art to whom this disclosure pertains without departing from the spirit of the disclosure and, therefore, this disclosure is not limited by the specific implementations 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.
In the present specification, an information update reminding method is provided, and one or more embodiments of the present specification relate to an information update reminding device, a computing device, and a computer readable storage medium, which are described in detail in the following embodiments.
The embodiment of the information updating reminding method provided by the specification is as follows:
fig. 1 shows a flowchart of an information update reminding method according to an embodiment of the present disclosure, including steps S102 to S112.
Step S102, user information of users in the user group with the identity information in the updating time interval is obtained.
In practical applications, when a user performs some specific services on a network, identity information of the user needs to be verified, and if the identity information of the user expires, the services cannot be performed normally, for example: when a user carries out the services such as car renting, game, ticket purchasing or payment and the like through an application program, if the identity information uploaded in the application program before the user is expired, the user is influenced to carry out the services, so that the user is required to be reminded of timely updating the identity information under the condition that the identity information of the user is expired or is about to be expired, and the normal service of the user is not influenced.
Specifically, the identity information may be a certificate with an effective period, such as an identity card, a passport, etc., and the update time interval is a preset time interval, in which a user is reminded to update the identity information, for example, the update time interval may be 3 months before expiration of the identity information to 1 year after expiration of the identity card, or may be 1 month before expiration of the identity information and no limitation is imposed on the time after expiration of the identity card; the user information may include, without limitation, user identification, expiration time, account balance, billing time, age, occupation, login time, and the like.
In the specific implementation, users needing to update the identity information can be screened out according to the user information of the users, and the reminding mode for updating the identity information of the users is determined in a targeted manner, so that the users are reminded according to the determined reminding mode, the experience of the users is improved, the enthusiasm of the users for updating the identity information is also improved, and the development and popularization of the service are promoted.
Before the user information of the user in the user group in which the identity information is in the update time interval is obtained, the user needing to update the identity information is screened out according to the expiration time of the identity information, so that the validity of update reminding is ensured, and the disturbance to the user needing not to update the identity information is avoided.
Acquiring the expiration time of the identity information, and calculating the time difference value between the expiration time and the system time;
judging whether the time difference value is in the updating time interval or not;
If yes, indicating that the user needs to update the identity information, and adding the user belonging to the identity information to the user group;
if not, the user is not required to update the identity information and does not operate.
Specifically, the system time refers to the current time of the system, and only the year, month and day of the system time can be intercepted, and correspondingly, the expiration time can also be an expiration date, and the time difference can be the difference number of days between the system date and the expiration date.
Taking identity information as an example of an identity card, acquiring expiration time of the identity card of the user A in a system as 2019/5/12 days, calculating a time difference between the expiration time and the system time as 2019/5/25 days, and adding the user A into a user group within a preset updating time interval of [ -30 and infinity ], wherein the time difference is within the updating time interval, namely within the time interval which is 30 days before the expiration time of the identity card and is unlimited after the expiration time.
And step S104, marking the user according to the resource data of the resource space contained in the user information, and obtaining a first label combination of the user.
Specifically, the resource data may be data related to resources such as points, funds, or application-specific currency, which is not limited herein, and the corresponding resource space may be a point list, a fund pool, an application-specific currency wallet, and the like.
In a specific implementation, in an optional implementation manner provided in this embodiment of the present disclosure, the marking, according to resource data of a resource space included in the user information, the user is performed to obtain a first label combination of the user, which is specifically implemented in the following manner:
adding an amount gear label to which an amount gear in which the amount of the resource belongs to for the user according to the amount of the resource in the resource data;
judging whether the user has resource flow in a preset flow interval according to the resource flow data in the resource data;
adding a flow label corresponding to the flow interval for the user according to the judging result of the judgment;
and taking the amount gear label and the flowing label as a first label combination of the user.
Specifically, the resource amount corresponds to the resource data, and may be an integral amount, a fund amount, or a currency amount of an application-specific currency; the resource flow data can be the change time of the last integration, the account moving time of funds, the currency change time of the special currency of the application program, and the like;
the amount gear can be that the amount of the resource is divided into at least 1 amount gear according to the amount, and is specifically divided into several gears, and the amount gear label is corresponding to the amount gear one by one, and if the amount of the resource of the user is located in which amount gear, the gear label to which the amount gear belongs is added, and taking 6 amount gears as an example, wherein 0 is the 1 st amount gear, and the amount gear label to which the amount gear label belongs is: "1 st amount gear label", 1-99 is 2 nd amount gear, its belonging amount gear label is: "2 nd amount gear label", 1 hundred-999 is 3 rd amount gear, its belonged amount gear label is: "3 rd amount gear label", 1 thousand-9999 is 4 th amount gear, its affiliated amount gear label is: the 4 th amount gear label is 5 th amount gear of 1 ten thousand to 100 ten thousand, and the amount gear label is: the 5 th amount gear label is more than 100 ten thousand of 6 th amount gears, and the amount gear label is as follows: "6 th amount gear label", user A's fund amount is 8 thousand, is located 4 th amount gear, then adds the amount gear label for user A: "4 th amount gear label";
The flowing interval is a preset time interval, which may be 1 or more, and is not limited herein, and the corresponding flowing label is a label for marking whether the user has a resource amount change in the time interval, for example, the time interval is 3 months, and according to the fund amount change time of the user a, whether the fund of the user a has a fund amount change in 3 months is judged, if so, the corresponding flowing label is added to the user a: "mobile account in 3 months", if not, adding corresponding mobile label for user A: "no account moving within 3 months".
Along the above example, if the resource amount in the user information of the user a in the user group is 8 thousand, according to the above-mentioned dividing situation of the amount gear, adding the amount gear label of the amount gear "4 th amount gear" where the resource amount of 8 thousand is located to the user a: "4 th amount gear label", and the resource flowing data in the user information indicates that the time of the last occurrence of the change of the fund amount is 2019/4/20 days, the flowing interval is 3 months, the system time is 2019/5/25 days, and if the judgment result of judging whether the user A has the change of the fund amount in 3 months is yes, adding a corresponding flowing label for the user A: "dynamic account in 3 months", the amount of user A is labeled: "4 th gear label" and flow label: "dynamic account within 3 months" as the first tag combination for user a;
If the resource amount in the user information of the user B in the user group is 50, adding an amount gear label of an amount gear '2 nd amount gear' of which the resource amount 50 is to the user B according to the dividing condition of the amount gears: the 2 nd amount gear label, the resource flow data in the user information shows that the latest account moving time is 2019/1/30 days, the flow interval is 3 months, the system time is 2019/5/25 days, the judgment result of judging whether the user B has the fund amount change in 3 months is NO, and the corresponding flow label is added for the user B: "no account moving in 3 months", the amount of user B is labeled: "amount 2 gear label" and flow label: "no dynamic account within 3 months" as the first tag combination for user B.
According to the embodiment of the description, according to the resource amount and the resource flow data of the users in the user group, an amount gear label and a flow label are added for the users, and the labels are used for indicating the characteristics of the users so as to more pertinently determine the reminding strategy for carrying out identity information updating reminding on the users, and the reminding effectiveness is improved.
Step S106, according to the first label combination, a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group is determined and reminding is carried out.
Specifically, on the basis of marking the users, a part of users can be screened out according to the marked labels to serve as trial reminding users, first reminding strategies aiming at the screened users are determined, and then identity information updating reminding is carried out on the screened users according to reminding modes in the determined first reminding strategies.
The at least one user is a test reminding user selected from marked users, specifically, the modes of screening the test reminding users are various, the test reminding users can be screened through a first label combination of the users, the screening can be performed through certain user information of the users, the screening can be performed through preset quantity, and the method is not limited;
the first reminding policy is a set of reminding modes for reminding the user of identity information update according to the test reminding, the reminding policy can comprise at least one reminding mode, and the reminding modes can comprise: the gear red packet reminding device comprises a gear red packet reminding device, a short message updating notification device, a safe short message notification device, a telephone reminding device and the like, wherein the gear red packet reminding device can be divided into red packet reminding devices of at least one gear, and each gear corresponds to different red packet amounts.
In practical application, the number of users needing to be reminded is considered, and the users can be reminded in a random time-division and batch-division mode.
In a specific implementation, in an optional implementation manner provided in this embodiment of the present disclosure, according to the first tag combination, a first reminding policy set for reminding at least one user in the user group of updating identity information is determined and reminded, and specifically implemented in the following manner:
performing de-duplication on the first label combination to obtain a category label combination of the first label combination;
screening out users with preset proportions from the users corresponding to the category label combinations respectively to serve as at least one user;
taking the first tag combination of the at least one user as characteristic data, inputting a strategy matching model for reminding strategy matching, and obtaining the first reminding strategy output by the strategy matching model;
and carrying out identity information updating reminding on the at least one user according to a reminding mode in the first reminding strategy.
Specifically, the category label combination refers to a label combination which is obtained by de-duplicating all the first label combinations of the user and can indicate the category of the first label combination; the policy matching model can be a model constructed according to a sequential distribution algorithm or a model constructed by other algorithms, is not limited herein, calculates matching degrees (percentages) of users corresponding to the feature data and a plurality of preset reminding policies according to the input feature data, and outputs the reminding policy with the highest matching degree as a first reminding policy of the user.
In practical application, when the first tag combination of the user is used as the feature data of the user to be input into the policy matching model, if the first tag combinations of the user are the same, the first reminding policies output by the policy matching model for the users are the same.
Along the above example, the first label combination of the user a in the user group is "4 th amount of gear label" and "there is a moving account in 3 months", the first label combination of the user B is "2 nd amount of gear label" and "there is no moving account in 3 months", in addition, the first label combination of 199 users in the user group is "4 th amount of gear label" and "there is a moving account in 3 months", and the first label combination of 99 users is "2 nd amount of gear label" and "there is no moving account in 3 months", then the first label combination of 200 users is de-duplicated, and the obtained category label combinations are "4 th amount of gear label" and "there is a moving account in 3 months" and "2 nd amount of gear label" and "there is no moving account in 3 months", and then it is indicated that two kinds of label combinations exist in the 200 users;
screening 5% of users corresponding to the two kinds of label combinations, namely screening 200 x 5% = 10 users from the users with 200 kinds of label combinations as the 4 th amount of gear labels and the 3 months of accounts, screening 100 x 5% = 5 users from the users with 100 kinds of label combinations as the 2 nd amount of gear labels and the 3 months of accounts, and jointly using 10+5=15 users as the at least one user;
And respectively inputting the first label combinations of the 15 users as respective characteristic data into a policy matching model to carry out reminding policy matching, so as to obtain the reminding policies of the 15 users output by the policy matching model, namely outputting the first reminding policies of { 1 st gear red packet reminding, safety short message notification and red packet use reminding }, wherein the first reminding policies of { 4 th gear red packet reminding and safety short message notification output by the users with 10 first label combinations of "4 th gear label" and "3 month account in the first reminding policies, and carrying out identity information updating reminding on the users with 10 first label combinations of" 4 th gear red packet reminding and "3 month account in the first reminding policies according to the first reminding policies, wherein the first reminding policies of { 4 th gear red packet reminding and the safety short message notification output by the users with 5 first label combinations of" 2 nd gear red packet reminding and "3 month account in the first reminding policies, and carrying out identity information updating on the first label combinations of" 4 th gear red packet reminding, updating short message reminding and "3 month account in the first label combinations of" 2 th gear red packet reminding and "3 month account in the first reminding policies.
According to the embodiment of the instruction, the first label combination of the user is used for screening out the test reminding users with preset proportion from the users, the first reminding strategy for carrying out identity information updating reminding on the test reminding users is output to the test reminding users through the strategy matching model, and the test reminding users are updated and reminded according to the reminding mode in the first reminding strategy, so that the second reminding strategy for the target users in the users is further and more accurately determined according to the reminding result of the test reminding users, and the effectiveness of updating and reminding the users is improved.
Further, because the reminding modes in the first reminding policy are various, in an optional implementation manner provided in the embodiment of the present disclosure, if any one of the first reminding modes in the first reminding policy belongs to a gear red packet reminding, and accordingly, the step of carrying out an identity information update reminding on the at least one user according to the reminding mode in the first reminding policy is implemented in the following manner:
transmitting a gear red packet to a user corresponding to any reminding mode according to the red packet gear of the any reminding mode, wherein the gear red packet carries reminding information for updating and reminding identity information;
And receiving a receiving instruction of a user corresponding to any reminding mode for the gear red packet.
When the method is implemented, if any reminding mode in the first reminding strategy belongs to a gear red packet reminding, the any reminding mode can be a 1 st gear red packet reminding, a 2 nd gear red packet reminding and the like, namely, any reminding mode has a red packet gear score, such as: the 1 st gear red packet reminding red packet gear is 1 st gear, the 2 nd gear red packet reminding red packet gear is 2 nd gear, in addition, the red packet gears and the red packet amount corresponding to each red packet gear are preset, and the red packet amount can be the amount of the balance of a certain product shopping ticket, the amount of the payment balance, and the like, and the limitation is not limited.
In practical application, the gear red package has a red package gear and a red package amount, and also carries reminding information for reminding a user corresponding to any reminding mode to update the identity information, for example, a user A who takes care of the user A, the identity card of which is expired in 2019/5/12 days, please update as soon as possible, when receiving a get instruction of the user to get the gear red package, the user is informed that the reminding information is noticed, and knows that the user needs to update the identity information.
Along the above example, the first alert policy for user a is: { 1 st gear red packet reminds, safety short message notice, red packet use reminds } 1 st gear red packet that contains in its first alert strategy reminds belongs to the gear red packet and reminds, according to the red packet gear of 1 st gear red packet and reminds: 1 st gear, send 1 st gear red packet to user A, this gear red packet's red packet amount of money is 8.8 yuan to carry the warning message that carries out the update to user A ID card and reminds: "respect user A, your identification card has expired on 2019/5/12, please update as soon as possible", and receive user A's instruction to get the 1 st gear red packet.
According to the embodiment of the specification, the enthusiasm of the user for updating the identity information of the user is increased by reminding the user of the gear red packet with different gears, and whether the user notices the gear red packet and the reminding information carried by the gear red packet is known by receiving the instruction of the user for getting the gear red packet, and the feedback condition of the user on the gear red packet is further analyzed.
On the basis of receiving a command for receiving a gear red packet from a user corresponding to any reminding mode, if the user does not use the red packet before expiration of the gear red packet or update the identity information of the gear red packet, the user needs to be reminded of using the red packet, so as to draw the attention of the user again and update the identity information of the user, and in an optional implementation manner provided in the embodiments of the present disclosure, after receiving the command for receiving the gear red packet from the user corresponding to any reminding mode, the method further includes:
Judging whether the difference value between the service life of the gear red packet and the system time is smaller than a threshold value of the time limit;
if not, indicating that the gear red packet is not about to expire, and not operating;
if yes, judging whether the identity information of the user corresponding to any reminding mode is updated or not according to the obtained expiration time of the identity information of the user corresponding to any reminding mode, wherein the expiration time is about to be expired;
if so, indicating that the user has completed updating the identity information, and not performing operation;
if not, the user is judged whether to contain the red packet use reminding in the first reminding strategy to which any reminding mode belongs, wherein the first reminding strategy is not finished, and the user is not used for using the gear red packet and is not updated with the identity information;
if the use reminding method comprises the steps that the use reminding of the red packet needs to be carried out on the user is indicated, the use reminding aiming at the gear red packet is sent to the user corresponding to any reminding mode, and the use reminding comprises the following steps: the amount of the red packet of the gear red packet and the use reminding information;
if the user does not need to carry out the red package use reminding, the user does not need to do the operation.
In specific implementation, the gear red packet has a service life and a service condition, and the specific service condition may be that a user updates the identity information thereof during the service life and can use the gear red packet, and the service condition may be added in the reminding information, for example: "respect user A, the red package will expire on 2019/6/5 days, please update your identity information as soon as possible, after the your identity information is updated, the red package can be used, or the use condition can be displayed separately, which is not limited here.
In practical application, after the user corresponding to the gear red packet reminding has received the gear red packet, whether the user needs to be reminded of using the red packet or not is determined according to factors such as whether the gear red packet received by the user is close to the service life and whether the user has completed updating the identity information, so that the user is reminded of updating the identity information again.
Along the above example, after receiving the instruction of the user a for the 1 st gear red packet, the service life of the 1 st gear red packet is 2019/6/5 day, and the system time is: 2019/6/3 days, wherein the term threshold is 3 days, the term difference between the service life of the 1 st gear red packet and the system time is 2 days, and the judgment result of judging whether the term difference is smaller than the term threshold is yes;
next, the expiration time of the acquired identity card of the user a is 2019/5/12 day earlier than the system time, the judgment result of judging whether the identity card of the user a has been updated is incomplete, then it is judged whether the first reminding policy of the user a contains a red packet use reminder, and the first reminding policy of the user a is { 1 st gear red packet reminder, security short message notification, red packet use reminder }, which contains the red packet use reminder, then it is judged whether the first reminding policy of the user a contains the red packet use reminder is contained, and then the 1 st gear red packet use reminder is sent to the user a: "esteem user a: the red packet of you will expire, please finish updating your identity card as soon as possible, and use this red packet.
And S108, performing secondary marking on the user according to the personal data contained in the user information to obtain a second label combination of the user.
Specifically, after determining a first reminding policy for carrying out identity information updating reminding for the at least one user, in order to more accurately know a reminding result of the first reminding policy and determine a second reminding policy, the user needs to be marked for the second time to obtain a second label combination of the user, and the second label combination is used for further dividing the user according to the second label.
The personal data may be age data, professional data, sex data, address data, etc., which are not limited herein, and in practical application, the user is marked for the second time according to the personal data, and the user may be characterized by the added tag, and the accuracy of the second reminding policy is further increased according to the characterization data.
In a specific implementation, in an optional implementation manner provided in this embodiment of the present disclosure, the second marking is performed on the user according to personal data included in the user information, so as to obtain a second label combination of the user, which is specifically implemented in the following manner:
According to the age data in the personal data, adding an age interval label of an age interval in which the age data belongs to the user;
adding a professional class label of the professional class to which the professional data belongs to for the user according to the professional data in the personal data;
and combining the amount gear label, the mobile label, the age interval label and the job class label carried by the user as the second label.
In the specific implementation, the implementation manner of performing secondary marking on the user to obtain the second label combination of the user is similar to the implementation manner of performing marking on the user in the step S104 to obtain the first label combination of the user, and the implementation manner of performing marking on the user in the step S104 to obtain the first label combination of the user is referred to, which is not described herein.
Along the above example, if the age data included in the user information of the user a is 33 years old, the user a is added with an age zone tag of an age zone of "30 years old to 35 years old" in which the age data "33 years old" is located: when the user is 30-35 years old and the professional data contained in the user information of the user A is a programmer, a professional class label of the professional class of the professional data of the programmer is added for the user A, wherein the professional class of the full-time work is the professional class label of the professional data of the programmer: "full-time work", the user a's amount gear label: "4 th gear label", flow label: "dynamic account in 3 months", age interval label: "30-35 years old" and professional class label: "full-time work" as the second label combination for user a;
If the age data included in the user information of the user B is 23 years old, an age zone tag of an age zone of "18 years old to 25 years old" in which the age data "23 years old" is located is added to the user B: if the user information of the user B includes the professional data of the student at the age of 18-25 years old, adding the professional class label of the professional class student to which the professional data student belongs for the user B: "student", then label user B's amount gear: "amount 2 gear label", flow label: "no account in 3 months", age interval label: "18-25 years old" and professional class label: "student" as the second tag combination for user B.
According to the embodiment of the specification, the user is marked for the second time according to the personal data in the user information, the age interval label and the occupation type label are added for the user, the added amount gear label and the flow label are combined when the user is marked for the first time, the labels are used as the second label combination of the user, the user is further divided through the added labels, the second label strategy of the user is determined more carefully, and the accuracy of the second reminding strategy is improved.
Step S110, performing behavior analysis on the at least one user according to the reminding result of the first reminding policy, to obtain a corresponding relationship between the second tag combination and the reminding factor.
Specifically, after the second label combination of the user is obtained by performing secondary marking on the user, behavior analysis is performed on the at least one user according to the reminding result of the first reminding policy, and the effectiveness of determining the second reminding policy is further increased according to the corresponding relationship between the second label combination obtained by analysis and the reminding factor.
The reminding result may be different according to different reminding modes in the first reminding policy, for example: the reminding result of the gear red packet reminding mode comprises: no receiving, receiving the red packet, updating the identity information, using the red packet and the like, and reminding results of the short message reminding mode comprise: updating identity information and the like through an update link contained in the short message;
the alert factor may include: the reminding conversion rate, the reminding mode, the reminding time interval and the like are not limited herein, wherein the reminding conversion rate refers to the ratio of a user responding to a certain reminding mode for reminding information update in a certain reminding time interval to the at least one user, and specifically, the reminding conversion rate comprises: the conversion rate of red packet retrieval, the conversion rate of red packet use, the conversion rate of short message update and the like, such as: the at least one user comprises 15 persons, wherein the user who gets the 1 st gear red packet sent in the reminding time interval from 9 to 3 pm is 1 person, and the red packet getting conversion rate for the 1 st gear red packet reminding in the reminding time interval from 9 to 3 pm is 1/15=7%.
In practical application, the at least one user is analyzed to analyze the response behavior of the at least one user to the first reminding policy, so as to obtain the corresponding relationship between the second tag combination carried by the at least one user and the reminding factor, for example, the first-gear red-packet reminding user's red-packet acquisition behavior in the reminding time interval from 9 to 3 pm is analyzed to obtain the corresponding relationship between the second tag combination and the red-packet acquisition conversion rate.
In a specific implementation, in an optional implementation manner provided in this embodiment of the present disclosure, according to a reminding result of the first reminding policy, behavior analysis is performed on the at least one user to obtain a correspondence between the second tag combination and a reminding factor, which is specifically implemented in the following manner:
acquiring a reminding result of updating and reminding the at least one user according to a reminding mode contained in the first reminding strategy and a reminding time interval corresponding to the reminding mode;
performing de-duplication on the second label combination to obtain a second class label combination of the second label combination;
According to the reminding result, calculating the reminding conversion rate corresponding to the reminding combination formed by the reminding mode and the reminding time interval of the user corresponding to each second type of label combination in the at least one user respectively, obtaining the reminding conversion rate corresponding to each reminding combination of the second label combination, and taking the relation between the reminding conversion rate corresponding to each reminding combination of the second label combination and the reminding conversion rate corresponding to each reminding combination as the corresponding relation.
Specifically, the reminding time interval may be preset time intervals, when at least one user is reminded to update, one time interval may be selected randomly from the time intervals to remind, and when at least one user is reminded to update, each reminding mode corresponds to one reminding time interval.
The performing deduplication on the second label combination to obtain a specific implementation manner of the second class label combination of the second label combination, and performing deduplication on the first label combination to obtain a specific implementation manner type of the class label combination of the first label combination, and referring to performing deduplication on the first label combination to obtain a specific implementation manner of the class label combination of the first label combination, which is not described herein again.
According to the reminding method and the reminding time interval corresponding to the reminding method, according to the reminding result of the reminding method and the reminding time interval corresponding to the reminding method, the reminding conversion rate corresponding to the reminding combination formed by the reminding method and the reminding time interval of the user corresponding to the second type tag combination in the at least one user is calculated and obtained, the highest reminding conversion rate of which reminding method and which reminding time interval carry out identity information updating reminding on the user can be determined according to the calculation result of the reminding conversion rate, namely, the best reminding effect of which reminding method and which reminding time interval carry out updating reminding on the user is determined, and the accuracy of determining the reminding method and the reminding time interval contained in the second reminding strategy aiming at the target user is improved.
Step S112, determining a second reminding strategy for reminding the target user of updating the identity information according to the corresponding relation and a second label combination of the target user in the users, and reminding.
Specifically, on the basis of obtaining the corresponding relation between the second tag combination and the reminding factor, a second reminding strategy for carrying out identity information updating reminding on the target user is determined and reminded according to the corresponding relation and the second tag combination of the target user in the user, so that accuracy of determining the second reminding strategy is improved.
In practical application, determining the second reminding policy and carrying out updating reminding on the target user is a process which needs to be executed continuously, the specific execution time of the second reminding policy can be determined according to the service requirement, and in addition, the second reminding policy for carrying out identity information updating reminding on the target user needs to be determined better by considering factors such as reminding budget, cost and the like.
In a specific implementation, in an optional implementation manner provided in this embodiment of the present disclosure, according to the correspondence and a second tag combination of a target user in the user, a second reminding policy for reminding the target user of updating identity information is determined and reminded, and the specific implementation manner is as follows:
acquiring a second expiration time of the identity information of the user, and calculating a second time difference value between the second expiration time and a second system time;
screening target users of the second time difference value in the updating time interval from the users;
taking the corresponding relation and a second label combination of a target user in the user as characteristic data, inputting the strategy matching model for reminding strategy matching, and obtaining the second reminding strategy output by the strategy matching model;
And carrying out identity information updating reminding on the target user according to a reminding mode in the second reminding strategy.
The second expiration time, the second system time, and the second time difference are similar to the expiration time, the system time, and the second time difference, but the acquired time points are different, and some users may exist between the time of the previous acquisition and the time of the current acquisition and the time of the completion of the updating of the identity information, so that the user in the system needs to be redetermined for updating the identity information, and the specific implementation manner of the screening target user is similar to the specific implementation manner of the user in the updating time interval of the screening identity information, which is not described herein.
The specific implementation manner of performing the reminding policy matching by the policy matching model and outputting the second matching policy of the target user is similar to the specific implementation manner of performing the reminding policy matching by the policy matching model and outputting the first matching policy of at least one user, and will not be described herein.
In the embodiment of the present disclosure, after the target user needing to update the identity information is redetermined, the corresponding relationship obtained in step S110 and the second tag combination of the target user are used as feature data, and a policy matching model is input to perform a reminder policy matching, so as to obtain a second reminder policy for reminding the target user to update the identity information, so that analysis is performed on a part of users according to the first reminder policy based on the reminder result of the first reminder policy, and further the second reminder policy is determined, thereby increasing the accuracy of the second reminder policy.
In practical application, after the identity information is an identity card and the second updating policy for updating and reminding the identity information for the target user is determined and the user is required to upload the identity card picture according to the updating step, so that the user can update the identity card picture of the user.
Receiving an update instruction submitted by the target user aiming at the reminding mode in the second reminding policy set;
displaying an uploading interface for the identity card to the target user based on the updating instruction;
and receiving the identity card picture uploaded by the target user on the uploading interface.
In practical application, various reminding modes comprise buttons or links for indicating a user to update, the user can submit an update instruction through the buttons or links so as to display an uploading interface to the user, the user can upload the identity card picture through the uploading interface, and in addition, after the user uploads the identity card picture, the user can verify the identity card picture so as to ensure the correctness of the uploaded identity card picture.
Along the above example, after reminding the user A of the 1 st gear red packet, the user A gets the first gear red packet, and after getting the gear red packet, the user A jumps to a reminding page with reminding information, receives an updating instruction submitted by the user A by clicking an updating button of the reminding page, displays an uploading interface for the identity card to the user A, and receives the identity card picture uploaded by the user A on the uploading interface.
The following description will further explain the information update reminding method by taking the application of the information update reminding method provided in the specification in the update of the identity card as an example with reference to fig. 2. Fig. 2 is a process flow chart of an information update reminding method applied to identity card update according to an embodiment of the present disclosure, and specific steps include steps S202 to S224.
Step S202, user information of users in the user group of the identity card in the updating time interval is obtained.
And step S204, marking the user according to the resource data of the resource space contained in the user information, and obtaining a first label combination of the user.
Specifically, the marking is performed on the user according to the resource data of the resource space contained in the user information, so as to obtain a first label combination of the user, which is specifically implemented in the following manner:
Adding an amount gear label to which an amount gear where the amount of the resource belongs for the user according to the amount of the resource in the resource data of the resource space contained in the user information;
judging whether the user has resource flow in a flow interval according to the resource flow data in the resource data;
adding a flow label corresponding to the flow interval for the user according to the judging result of the judgment;
and taking the amount gear label and the flowing label as a first label combination of the user.
Step S206, performing deduplication on the first label combination to obtain a category label combination of the first label combination.
Step S208, users with preset proportions are screened out from the users corresponding to the category label combinations respectively and used as the at least one user.
Step S210, taking the first label combination of the at least one user as characteristic data, inputting a strategy matching model for reminding strategy matching, and obtaining the first reminding strategy output by the strategy matching model.
Step S212, carrying out identity card update reminding on the at least one user according to a reminding mode in the first reminding strategy.
And step S214, performing secondary marking on the user according to the personal data contained in the user information to obtain a second label combination of the user.
Specifically, the secondary marking is performed on the user according to the personal data contained in the user information, so as to obtain a second label combination of the user, which is implemented in the following manner:
adding an age interval label to which the age interval in which the age data belongs to the user according to the age data in the personal data contained in the user information;
adding a professional class label of the professional class to which the professional data belongs to for the user according to the professional data in the personal data;
and combining the amount gear label, the mobile label, the age interval label and the job class label carried by the user as the second label.
Step S216, performing behavior analysis on the at least one user according to the reminding result of the first reminding policy, so as to obtain a corresponding relationship between the second label combination and the reminding factor.
Specifically, according to the reminding result of the first reminding policy, performing behavior analysis on the at least one user to obtain a corresponding relationship between the second label combination and the reminding factor, which is implemented specifically in the following manner:
And acquiring a reminding result of updating and reminding the at least one user according to a reminding mode contained in the first reminding strategy and a reminding time interval corresponding to the reminding mode.
And performing de-duplication on the second label combination to obtain a second class label combination of the second label combination.
According to the reminding result, calculating the reminding conversion rate corresponding to the reminding combination formed by the reminding mode and the reminding time interval of the user corresponding to each second type of label combination in the at least one user respectively, obtaining the reminding conversion rate corresponding to each reminding combination of the second label combination, and taking the relation between the reminding conversion rate corresponding to each reminding combination of the second label combination and the reminding conversion rate corresponding to each reminding combination as the corresponding relation.
Step S218, obtaining a second expiration time of the user' S id card, and calculating a second time difference between the second expiration time and a second system time.
Step S220, screening out the target users with the second time difference value in the updated time interval.
Step S222, taking the corresponding relation and a second label combination of the target user in the user as characteristic data, inputting the strategy matching model for reminding strategy matching, and obtaining the second reminding strategy output by the strategy matching model.
Step S224, performing an identity card update reminder on the target user according to the reminder mode in the second reminder policy.
Specifically, after the identity card update reminding is performed on the target, the user is required to upload an identity card picture to update the identity card, and the method is implemented in the following manner:
receiving an update instruction submitted by the target user aiming at the reminding mode in the second reminding policy set;
displaying an uploading interface for the identity card to the target user based on the updating instruction;
and receiving the identity card picture uploaded by the target user on the uploading interface.
The specification provides an information updating reminding method, which is characterized in that at least one user is screened out from users with identity cards in an updating time interval, and the at least one user preferentially determines a first reminding strategy for carrying out identity card updating reminding on the user and reminds the user, and further determines a second reminding strategy for carrying out identity card updating reminding on a target user according to a reminding result of the first reminding strategy and reminds the target user, so that the second reminding strategy is optimized, the accuracy of determining the second reminding strategy is improved, the enthusiasm and importance of the user on identity information updating of the user are improved, and the updating experience sense of the user is improved.
The embodiment of an information update reminding device provided in the present specification is as follows:
corresponding to the method embodiment, the present disclosure further provides an embodiment of an information update reminding device, and fig. 3 shows a schematic structural diagram of an information update reminding device according to an embodiment of the present disclosure. As shown in fig. 3, the apparatus includes:
an obtaining module 302, configured to obtain user information of users in the user group whose identity information is in the update time interval;
a first marking module 304 configured to mark the user according to the resource data of the resource space contained in the user information, so as to obtain a first label combination of the user;
a first determining module 306, configured to determine, according to the first tag combination, a first reminding policy for reminding at least one user in the user group of updating identity information and reminding;
a second marking module 308 configured to perform secondary marking on the user according to the personal data contained in the user information, so as to obtain a second label combination of the user;
an analysis module 310, configured to perform behavior analysis on the at least one user according to the reminding result of the first reminding policy, so as to obtain a corresponding relationship between the second tag combination and the reminding factor;
And a second determining module 312, configured to determine a second reminding policy for reminding the target user of updating the identity information according to the corresponding relationship and a second label combination of the target user in the users, and remind the target user.
Optionally, the first marking module 304 includes:
the adding gear label sub-module is configured to add an amount gear label to which an amount gear where the amount of the resource belongs for the user according to the amount of the resource in the resource data;
the judging flow sub-module is configured to judge whether the user has resource flow in a flow interval according to the resource flow data in the resource data;
the adding flow label sub-module is configured to add flow labels corresponding to the flow intervals for the user according to the judging result of the judgment; and taking the amount gear label and the flowing label as a first label combination of the user.
Optionally, the first determining module 306 includes:
a first deduplication submodule configured to deduplicate the first tag combination to obtain a category tag combination of the first tag combination;
the screening user sub-module is configured to screen out users with preset proportion from the users corresponding to the category label combinations respectively to serve as the at least one user;
The first strategy matching sub-module is configured to take a first label combination of the at least one user as characteristic data, input a strategy matching model for reminding strategy matching, and obtain the first reminding strategy output by the strategy matching model;
the first wakening submodule is configured to update and remind the identity information of the at least one user according to a reminding mode in the first reminding strategy.
Optionally, the second marking module 308 includes:
the age adding label sub-module is configured to add an age interval label to which the age interval in which the age data belongs for the user according to the age data in the personal data;
the occupation label adding sub-module is configured to add a occupation type label to which the occupation type of the occupation data belongs for the user according to the occupation data in the personal data; and combining the amount gear label, the mobile label, the age interval label and the job class label carried by the user as the second label.
Optionally, the analysis module 310 includes:
the acquisition result submodule is configured to acquire a reminding result of updating and reminding the at least one user according to a reminding mode contained in the first reminding strategy and a reminding time interval corresponding to the reminding mode;
A second deduplication sub-module configured to deduplicate the second tag combination, obtaining a second category tag combination of the second tag combination;
the calculating sub-module is configured to calculate, according to the reminding result, the reminding conversion rate corresponding to the reminding combination formed by the reminding mode and the reminding time interval of the user corresponding to each second-class tag combination in the at least one user, obtain the reminding conversion rate corresponding to each reminding combination of the second tag combination, and use the relationship between the reminding conversion rate corresponding to each reminding combination of the second tag combination and the second tag combination as the corresponding relationship.
Optionally, if any reminding mode in the first reminding policy belongs to a gear red packet reminding, and correspondingly, the first waker submodule includes:
the sending unit is configured to send a gear red packet to a user corresponding to any reminding mode according to the red packet gear of the any reminding mode, wherein the gear red packet carries reminding information for updating and reminding identity information;
and the receiving instruction receiving unit is configured to receive an instruction of receiving the gear red packet from the user corresponding to any reminding mode.
Optionally, the first waking submodule further includes:
a judging difference unit configured to judge whether a period difference between a lifetime of the shift red packet and a system time is smaller than a period threshold;
if yes, a judging and updating unit is operated, and the judging and updating unit is configured to judge whether the updating of the identity information of the user corresponding to any reminding mode is completed or not according to the obtained expiration time of the identity information of the user corresponding to any reminding mode;
if not, the judgment reminding unit is operated and is configured to judge whether the first reminding strategy to which any reminding mode belongs contains a red packet use reminding or not;
if the method comprises the steps of operating a use reminding unit, the use reminding unit is configured to send a use reminding for the gear red packet to a user corresponding to any reminding mode, and the use reminding comprises: and the amount of the red packet of the gear red packet and the use reminding information.
Optionally, the information updating reminding device further includes:
the calculating difference module is configured to acquire the expiration time of the identity information and calculate the time difference between the expiration time and the system time;
A judgment section module configured to judge whether the time difference value is within the update time section;
if yes, an adding user module is operated, and the adding user module is configured to add the user belonging to the identity information to the user group.
Optionally, the second determining module 312 includes:
a second difference value calculating sub-module configured to obtain a second expiration time of the identity information of the user, and calculate a second time difference value between the second expiration time and a second system time;
a screening target user sub-module configured to screen target users of the second time difference value within the update time interval from the users;
the second policy matching sub-module is configured to take the corresponding relation and a second label combination of a target user in the users as characteristic data, input the policy matching model for reminding policy matching, and obtain the second reminding policy output by the policy matching model;
and the first wakening submodule is configured to update and remind the identity information of the target user according to the reminding mode in the second reminding strategy.
Optionally, when the identity information is an identity card, the information updating reminding device further includes:
The receiving instruction module is configured to receive an updating instruction submitted by the target user aiming at the reminding mode in the second reminding policy set;
the display interface module is configured to display an uploading interface for the identity card to the target user based on the updating instruction;
and the picture receiving module is configured to receive the identity card picture uploaded by the target user on the uploading interface.
The above is an exemplary scheme of an information update reminding device in this embodiment. It should be noted that, the technical solution of the information update reminding device and the technical solution of the information update reminding method belong to the same conception, and details of the technical solution of the information update reminding device which are not described in detail can be referred to the description of the technical solution of the information update reminding method.
An embodiment of a computing device provided in this specification is as follows:
fig. 4 illustrates a block diagram of a computing device 400 provided in accordance with one 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 description 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:
acquiring user information of users in a user group with identity information in an updating time interval;
marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
and determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
The foregoing is a schematic illustration of a computing device of this embodiment. It should be noted that, the technical solution of the computing device and the technical solution of the information update reminding method belong to the same concept, and details of the technical solution of the computing device, which are not described in detail, can be referred to the description of the technical solution of the information update reminding method.
An embodiment of a computer-readable storage medium provided in the present specification is as follows:
the present description provides a computer-readable storage medium storing computer instructions that, when executed by a processor, are configured to:
acquiring user information of users in a user group with identity information in an updating time interval;
marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
And determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
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 information update reminding 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 information update reminding method.
The foregoing describes specific embodiments of the present disclosure. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims can be performed in a different order than in the embodiments and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.
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 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 embodiments are not limited by the order of actions described, as some steps may be performed in other order or simultaneously according to the embodiments of the present disclosure. Further, those skilled in the art will appreciate that the embodiments described in the specification are all preferred embodiments, and that the acts and modules referred to are not necessarily all required for the embodiments described in the specification.
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 preferred embodiments of the present specification disclosed above are merely used to help clarify the present specification. 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 teaching of the embodiments. The embodiments were chosen and described in order to best explain the principles of the embodiments and the practical application, to thereby enable others skilled in the art to best understand and utilize the invention. This specification is to be limited only by the claims and the full scope and equivalents thereof.

Claims (13)

1. An information update reminding method, comprising:
acquiring user information of users in a user group with identity information in an updating time interval;
marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
and determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
2. The information updating reminding method according to claim 1, wherein the marking the user according to the resource data of the resource space contained in the user information to obtain the first label combination of the user comprises:
Adding an amount gear label to which an amount gear in which the amount of the resource belongs to for the user according to the amount of the resource in the resource data;
judging whether the user has resource flow in a flow interval according to the resource flow data in the resource data;
adding a flow label corresponding to the flow interval for the user according to the judging result of the judgment;
and taking the amount gear label and the flowing label as a first label combination of the user.
3. The method for reminding information updating according to claim 2, wherein the determining, according to the first tag combination, a first reminding policy for reminding information updating of at least one user in the user group and reminding, includes:
performing de-duplication on the first label combination to obtain a category label combination of the first label combination;
screening out users with preset proportions from the users corresponding to the category label combinations respectively to serve as at least one user;
taking the first tag combination of the at least one user as characteristic data, inputting a strategy matching model for reminding strategy matching, and obtaining the first reminding strategy output by the strategy matching model;
And carrying out identity information updating reminding on the at least one user according to a reminding mode in the first reminding strategy.
4. The information updating reminding method according to claim 2, wherein the secondary marking is performed on the user according to personal data contained in the user information, and a second tag combination of the user is obtained, and the method comprises the following steps:
according to the age data in the personal data, adding an age interval label of an age interval in which the age data belongs to the user;
adding a professional class label of the professional class to which the professional data belongs to for the user according to the professional data in the personal data;
and combining the amount gear label, the mobile label, the age interval label and the job class label carried by the user as the second label.
5. The method for updating and reminding information according to claim 4, wherein the performing behavior analysis on the at least one user according to the reminding result of the first reminding policy to obtain the corresponding relationship between the second tag combination and the reminding factor comprises:
acquiring a reminding result of updating and reminding the at least one user according to a reminding mode contained in the first reminding strategy and a reminding time interval corresponding to the reminding mode;
Performing de-duplication on the second label combination to obtain a second class label combination of the second label combination;
according to the reminding result, calculating the reminding conversion rate corresponding to the reminding combination formed by the reminding mode and the reminding time interval of the user corresponding to each second type of label combination in the at least one user respectively, obtaining the reminding conversion rate corresponding to each reminding combination of the second label combination, and taking the relation between the reminding conversion rate corresponding to each reminding combination of the second label combination and the reminding conversion rate corresponding to each reminding combination as the corresponding relation.
6. The information updating reminding method according to claim 3, if any reminding mode in the first reminding policy belongs to a gear red packet reminding, correspondingly, the step of carrying out identity information updating reminding on the at least one user according to the reminding mode in the first reminding policy comprises the following steps:
transmitting a gear red packet to a user corresponding to any reminding mode according to the red packet gear of the any reminding mode, wherein the gear red packet carries reminding information for updating and reminding identity information;
and receiving a receiving instruction of a user corresponding to any reminding mode for the gear red packet.
7. The information updating reminding method according to claim 6, wherein after the step of receiving the instruction sub-step of receiving the gear red packet from the user corresponding to any reminding mode is performed, the method further comprises:
judging whether the difference value between the service life of the gear red packet and the system time is smaller than a threshold value of the time limit;
if yes, judging whether the updating of the identity information of the user corresponding to any reminding mode is completed or not according to the obtained expiration time of the identity information of the user corresponding to any reminding mode;
if not, judging whether the first reminding strategy to which any reminding mode belongs contains a red packet use reminding or not;
if so, sending a use reminder for the gear red packet to a user corresponding to any reminding mode, wherein the use reminder comprises: and the amount of the red packet of the gear red packet and the use reminding information.
8. The information update reminding method according to claim 1, wherein the step of acquiring the user information of the user in the user group having the identity information within the update time interval is performed, further comprising:
acquiring the expiration time of the identity information, and calculating the time difference value between the expiration time and the system time;
Judging whether the time difference value is in the updating time interval or not;
if yes, adding the user belonging to the identity information to the user group.
9. The information updating reminding method according to claim 3, wherein determining a second reminding policy for reminding the target user of identity information updating according to the correspondence and a second label combination of the target user in the users, and reminding, comprises:
acquiring a second expiration time of the identity information of the user, and calculating a second time difference value between the second expiration time and a second system time;
screening target users of the second time difference value in the updating time interval from the users;
taking the corresponding relation and a second label combination of a target user in the user as characteristic data, inputting the strategy matching model for reminding strategy matching, and obtaining the second reminding strategy output by the strategy matching model;
and carrying out identity information updating reminding on the target user according to a reminding mode in the second reminding strategy.
10. The method for reminding the user to update information according to claim 1, wherein when the identity information is an identity card, the method further comprises, after determining a second reminding policy for reminding the user to update the identity information and performing the reminding step according to the correspondence and a second tag combination of the target user in the user, the method further comprises:
Receiving an update instruction submitted by the target user aiming at the reminding mode in the second reminding policy set;
displaying an uploading interface for the identity card to the target user based on the updating instruction;
and receiving the identity card picture uploaded by the target user on the uploading interface.
11. An information update reminder, comprising:
the acquisition module is configured to acquire user information of users in the user group with the identity information in the updating time interval;
the first marking module is configured to mark the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
the first determining module is configured to determine a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and carry out reminding;
the second marking module is configured to perform secondary marking on the user according to the personal data contained in the user information to obtain a second label combination of the user;
the analysis module is configured to conduct behavior analysis on the at least one user according to the reminding result of the first reminding strategy to obtain a corresponding relation between the second label combination and the reminding factor;
And the second determining module is configured to determine a second reminding strategy for reminding the target user of updating the identity information according to the corresponding relation and a second label combination of the target user in the users and remind the target user.
12. 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:
acquiring user information of users in a user group with identity information in an updating time interval;
marking the user according to the resource data of the resource space contained in the user information to obtain a first label combination of the user;
determining a first reminding strategy for carrying out identity information updating reminding on at least one user in the user group according to the first label combination and reminding;
performing secondary marking on the user according to personal data contained in the user information to obtain a second label combination of the user;
according to the reminding result of the first reminding strategy, performing behavior analysis on the at least one user to obtain a corresponding relation between the second label combination and the reminding factor;
And determining a second reminding strategy for carrying out identity information updating reminding on the target user according to the corresponding relation and a second label combination of the target user in the users, and carrying out reminding.
13. A computer readable storage medium storing computer instructions which, when executed by a processor, implement the steps of the information update reminder method of any one of claims 1 to 10.
CN202010139620.9A 2020-03-03 2020-03-03 Information updating reminding method and device Active CN111367928B (en)

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