CN113870083A - Policy matching method, device and system, electronic equipment and readable storage medium - Google Patents

Policy matching method, device and system, electronic equipment and readable storage medium Download PDF

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CN113870083A
CN113870083A CN202111134215.9A CN202111134215A CN113870083A CN 113870083 A CN113870083 A CN 113870083A CN 202111134215 A CN202111134215 A CN 202111134215A CN 113870083 A CN113870083 A CN 113870083A
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policy
declaration
condition
matching
information
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姜珂
刘雨
肖华清
杨定一
李慧
温静
操甜甜
王喜庆
王淑慧
杭一达
温智涵
张宇海
张智爰
潘瞻
邓森
熊启阳
赵新
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Zhongguancun Yigu Beijing Technology Service Co ltd
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Zhongguancun Yigu Beijing Technology Service Co ltd
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Abstract

The method comprises the steps of obtaining a policy declaration condition corresponding to a target policy, wherein the policy declaration condition comprises a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule; extracting user parameter information of declaration parameters in policy declaration conditions from enterprise declaration information of a user; and matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy. Thus, the policy matching efficiency and the policy matching accuracy are improved.

Description

Policy matching method, device and system, electronic equipment and readable storage medium
Technical Field
The present application relates to the field of data processing technologies, and in particular, to a method, an apparatus, a system, an electronic device, and a readable storage medium for policy matching.
Background
With the rapid development of economy, more and more enterprises are provided. In order to promote the rapid development of economy in different regions, a great deal of policies such as economic support and the like are usually continuously issued. Enterprise users can match enterprise declaration information with policies to judge whether enterprises meet policy declaration conditions of the policies or not, and further can make development strategies, policy declaration and the like according to the matched policies.
In the prior art, the policies are usually simply screened by adopting the ways of keywords, labels and the like, and the policies matched by enterprise users are mainly searched in a manual matching way.
However, when matching the enterprise declaration information with the policy, the accuracy of the screening method is low, and the manual matching method consumes a large amount of labor cost and time cost.
Therefore, when matching enterprise declaration information with policies, how to improve policy matching efficiency and policy matching accuracy is a technical problem to be solved.
Disclosure of Invention
Embodiments of the present disclosure provide a method, an apparatus, a system, an electronic device, and a readable storage medium for policy matching, so as to improve policy matching efficiency and policy matching accuracy when matching enterprise declaration information with a policy.
In one aspect, a method for policy matching is provided, including:
acquiring a policy declaration condition corresponding to a target policy, wherein the policy declaration condition comprises a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule;
extracting user parameter information of declaration parameters in policy declaration conditions from enterprise declaration information of a user;
and matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy.
In the implementation process, the policy declaration conditions in the target policy are extracted in advance according to the declaration condition configuration rules, and when the policies are matched, whether the enterprise declaration information is matched with the target policy is judged according to whether the enterprise declaration information meets the policy declaration conditions, so that the efficiency and accuracy of policy matching are improved.
In one embodiment, before obtaining the policy declaration condition corresponding to the target policy, the method further includes:
matching the keywords in the target policy with each keyword in the declaration keyword set respectively;
obtaining a plurality of declaration keywords in the target policy according to the matching result;
determining declaration parameters set for each declaration keyword;
determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on a target policy according to the declaration condition configuration rule;
and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
In the implementation process, the policy declaration conditions of each policy can be obtained according to the declaration condition configuration rule and the declaration parameter extraction policy declaration conditions.
In one embodiment, the determining the condition type, the parameter information and the condition configuration information corresponding to each declaration keyword based on a target policy according to the declaration condition configuration rule includes:
acquiring a parameter identification model respectively set for each declaration keyword;
respectively adopting a parameter identification model corresponding to each declaration keyword, and determining parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy;
acquiring logic characters respectively set for parameter information of each declaration keyword;
and respectively determining the condition type and condition configuration information of each declaration keyword based on the condition identification model corresponding to each declaration keyword and according to corresponding parameter information and logic characters in the target policy.
In the implementation process, parameter information, condition types, and condition configuration information of policy declaration conditions for generating declaration keywords can be extracted by the parameter recognition model and the condition recognition model.
In one embodiment, the type of condition includes at least one of the following types: the device comprises a numerical value type, a text type, a position type, a date type, a single selection type, a multiple selection type and a judgment type;
the condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
In the implementation process, various policy declaration conditions can be generated through various condition types and condition configuration information.
In one embodiment, after generating a policy declaration condition based on a condition type, parameter information, condition configuration information, and declaration parameters corresponding to each declaration keyword, the method further includes:
displaying a reporting condition configuration page for modifying the policy reporting conditions, wherein each policy reporting condition is displayed in the reporting condition configuration page;
responding to a reporting condition configuration instruction of a user aiming at a reporting condition configuration page, and adjusting a policy reporting condition;
and displaying a declaration condition display interface according to the adjusted policy declaration condition.
In the implementation process, the generated policy declaration conditions can be corrected by the user, so that the accuracy of the policy declaration conditions is improved.
In one embodiment, the method for matching the enterprise declaration information with the target policy includes:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring condition weights respectively set for each policy declaration condition;
and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
In the implementation process, the matching degree of each parameter is subjected to weighted summation through the weight of each condition, so that the accuracy of the policy matching degree is improved.
In one embodiment, the method for matching the enterprise declaration information with the target policy includes:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring the matching type of the declaration parameters of each policy declaration condition;
judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet preset matching rejection conditions, and if so, determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree;
otherwise, acquiring condition weights respectively set for each policy declaration condition, and carrying out weighted summation on the matching degrees of the parameters based on the condition weights of the policy declaration conditions to obtain the policy matching degrees of the enterprise declaration information and the target policy.
In the implementation process, different policy matching determination modes can be selected according to the matching types, so that the accuracy of policy matching is improved.
In one embodiment, after matching the policy declaration condition with the determined user parameter information to obtain a policy matching degree between the enterprise declaration information and the target policy, the method further includes:
screening out the parameter matching degree lower than the preset matching degree;
acquiring a first display form set aiming at the screened parameter matching degree;
acquiring a second display form set aiming at the parameter matching degree which is not screened out;
acquiring a third display form set aiming at the policy matching degree;
respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree;
and according to a third display form, displaying the policy matching degree.
In the implementation process, different display modes are adopted to display the matching result, so that a user can simply and clearly know the policy matching result.
In one embodiment, if there are a plurality of target policies, after matching the policy declaration condition with the determined user parameter information to obtain a policy matching degree between the enterprise declaration information and the target policy, the method further includes:
screening out the policy matching degree higher than a preset recommendation threshold value from the policy matching degrees corresponding to the target policies;
sorting the screened policy matching degrees in a sequence from high to low;
and pushing the target policies meeting preset pushing conditions to the user according to the sequence.
In the implementation process, the matched policy can be pushed to the user according to the matching degree of each policy.
In one embodiment, the method further comprises:
responding to a policy page request of a user for a target policy, and displaying a policy matching page, wherein each policy declaration condition of the target policy and an input frame or an option key set for each policy declaration condition are displayed in the policy matching page;
obtaining input information in response to an input operation of a user for an input box in a policy matching page;
responding to the selection operation of a user aiming at an option key in a policy matching page, and obtaining option information;
and according to the input information and the option information, the enterprise declaration information of the user is perfected.
In the implementation process, enterprise declaration information of the user can be perfected according to matching operation of the user.
In one aspect, an apparatus for policy matching is provided, including:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a policy declaration condition corresponding to a target policy, the policy declaration condition comprises a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule;
the extraction unit is used for extracting user parameter information of declaration parameters in the policy declaration conditions from enterprise declaration information of the user;
and the obtaining unit is used for matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit is further configured to:
matching the keywords in the target policy with each keyword in the declaration keyword set respectively;
obtaining a plurality of declaration keywords in the target policy according to the matching result;
determining declaration parameters set for each declaration keyword;
determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on a target policy according to the declaration condition configuration rule;
and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
In one embodiment, the declaration conditional configuration rule includes a parameter identification model and a condition identification model, and the obtaining unit is further configured to:
acquiring a parameter identification model respectively set for each declaration keyword;
respectively adopting a parameter identification model corresponding to each declaration keyword, and determining parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy;
acquiring logic characters respectively set for parameter information of each declaration keyword;
and respectively determining the condition type and condition configuration information of each declaration keyword based on the condition identification model corresponding to each declaration keyword and according to corresponding parameter information and logic characters in the target policy.
In one embodiment, the type of condition includes at least one of the following types: the device comprises a numerical value type, a text type, a position type, a date type, a single selection type, a multiple selection type and a judgment type;
the condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
In one embodiment, the obtaining unit is further configured to:
displaying a reporting condition configuration page for modifying the policy reporting conditions, wherein each policy reporting condition is displayed in the reporting condition configuration page;
responding to a reporting condition configuration instruction of a user aiming at a reporting condition configuration page, and adjusting a policy reporting condition;
and displaying a declaration condition display interface according to the adjusted policy declaration condition.
In one embodiment, the policy declaration condition is plural, and the obtaining unit is configured to:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring condition weights respectively set for each policy declaration condition;
and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit is configured to:
if the policy declaration conditions are multiple, matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring the matching type of the declaration parameters of each policy declaration condition;
judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet preset matching rejection conditions, and if so, determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree;
otherwise, acquiring condition weights respectively set for each policy declaration condition, and carrying out weighted summation on the matching degrees of the parameters based on the condition weights of the policy declaration conditions to obtain the policy matching degrees of the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit is further configured to:
screening out the parameter matching degree lower than the preset matching degree;
acquiring a first display form set aiming at the screened parameter matching degree;
acquiring a second display form set aiming at the parameter matching degree which is not screened out;
acquiring a third display form set aiming at the policy matching degree;
respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree;
and according to a third display form, displaying the policy matching degree.
In one embodiment, the obtaining unit is further configured to:
if the target policies are multiple, screening out the policy matching degrees higher than a preset recommendation threshold from the policy matching degrees corresponding to the target policies;
sorting the screened policy matching degrees in a sequence from high to low;
and pushing the target policies meeting preset pushing conditions to the user according to the sequence.
In one embodiment, the obtaining unit is further configured to:
responding to a policy page request of a user for a target policy, and displaying a policy matching page, wherein each policy declaration condition of the target policy and an input frame or an option key set for each policy declaration condition are displayed in the policy matching page;
obtaining input information in response to an input operation of a user for an input box in a policy matching page;
responding to the selection operation of a user aiming at an option key in a policy matching page, and obtaining option information;
and according to the input information and the option information, the enterprise declaration information of the user is perfected.
In one aspect, a policy matching system is provided, which is characterized by comprising a server and a user device, wherein the user device is configured to send a policy matching request to the server, and receive a policy matching degree returned by the server based on the policy matching request, and the policy matching request is used to request a policy matching degree between enterprise declaration information of a user and a target policy;
and the server is used for determining the policy matching degree between the enterprise declaration information and the target policy by adopting the method provided in any one of the optional implementation modes of the policy matching when the policy matching request sent by the user equipment is received, and returning the policy matching degree to the user equipment.
In one aspect, an electronic device is provided that includes a processor and a memory, the memory storing computer readable instructions that, when executed by the processor, perform the steps of the method provided in the various alternative implementations of any of the policy matching methods described above.
In one aspect, a readable storage medium is provided, on which a computer program is stored, which computer program, when being executed by a processor, is adapted to carry out the steps of the method as provided in the various alternative implementations of policy matching as described above.
In one aspect, a computer program product is provided which, when run on a computer, causes the computer to perform the steps of the method as provided in the various alternative implementations of any of the policy matching described above.
In the policy matching method, device, system, electronic device and readable storage medium provided by the embodiment of the application, a policy declaration condition corresponding to a target policy is obtained, wherein the policy declaration condition includes a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule; extracting user parameter information of declaration parameters in policy declaration conditions from enterprise declaration information of a user; and matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy. Therefore, the policy declaration conditions in the target policy are extracted in advance according to the declaration condition configuration rules, and when the policies are matched, whether the enterprise declaration information is matched with the target policy is judged according to whether the enterprise declaration information meets the policy declaration conditions, so that the efficiency and accuracy of policy matching are improved.
Additional features and advantages of the application will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the application. The objectives and other advantages of the application may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
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In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments of the present application will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and that those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
FIG. 1 is a diagram of an example of a policy matching system provided by an embodiment of the present application;
fig. 2 is a flowchart illustrating an implementation of a method for declaring a condition extraction according to an embodiment of the present application;
fig. 3 is a flowchart illustrating an implementation of a policy matching method according to an embodiment of the present disclosure;
fig. 4 is a flowchart of an implementation of a declaration condition configuration method provided in an embodiment of the present application;
fig. 5 is an exemplary diagram of a declaration condition configuration page of numerical type configuration according to an embodiment of the present application;
fig. 6 is an exemplary diagram of a declaration condition configuration page of text type configuration according to an embodiment of the present application;
FIG. 7 is an exemplary diagram of a declaration conditional configuration page of a location type configuration provided by an embodiment of the present application;
fig. 8 is an exemplary diagram of a declaration condition configuration page of a multi-selection type configuration according to an embodiment of the present application;
fig. 9 is an exemplary diagram of a declaration condition configuration page of a single-choice type configuration according to an embodiment of the present application;
fig. 10 is an exemplary diagram of a declaration condition configuration page for determining type configuration according to an embodiment of the present application;
FIG. 11 is an exemplary diagram of a declaration conditional configuration page for a date type configuration provided by an embodiment of the present application;
fig. 12 is an exemplary diagram of an enterprise declaration information page of enterprise declaration information provided in an embodiment of the present application;
fig. 13 is an exemplary diagram of a parameter matching page provided in an embodiment of the present application;
fig. 14 is a block diagram illustrating a structure of a policy matching apparatus according to an embodiment of the present disclosure;
fig. 15 is a schematic structural diagram of an electronic device in an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
First, some terms referred to in the embodiments of the present application will be described to facilitate understanding by those skilled in the art.
The terminal equipment: may be a mobile terminal, a fixed terminal, or a portable terminal such as a mobile handset, station, unit, device, multimedia computer, multimedia tablet, internet node, communicator, desktop computer, laptop computer, notebook computer, netbook computer, tablet computer, personal communication system device, personal navigation device, personal digital assistant, audio/video player, digital camera/camcorder, positioning device, television receiver, radio broadcast receiver, electronic book device, gaming device, or any combination thereof, including the accessories and peripherals of these devices, or any combination thereof. It is also contemplated that the terminal device can support any type of interface to the user (e.g., wearable device), and the like.
A server: the cloud server can be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, and can also be a cloud server for providing basic cloud computing services such as cloud service, a cloud database, cloud computing, cloud functions, cloud storage, network service, cloud communication, middleware service, domain name service, security service, big data and artificial intelligence platform and the like.
In order to improve policy matching efficiency and policy matching accuracy when matching enterprise declaration information with policies, embodiments of the present application provide a method, an apparatus, a system, an electronic device, and a readable storage medium for policy matching.
Fig. 1 is a diagram illustrating an exemplary policy matching system according to an embodiment of the present application. The policy matching system includes a server and a user device. Optionally, there may be one or more user equipments.
The user equipment: the terminal device may be provided with a client for policy matching, and configured to send a policy matching request to the server through the client and receive a policy matching degree returned by the server based on the policy matching request.
The policy matching request is used for requesting the policy matching degree between the enterprise declaration information of the user and the target policy.
A server: the system comprises a server side used for providing policy matching service, a policy declaration condition extracting module used for extracting the policy declaration condition of each policy according to a declaration condition configuration rule in advance through the server side, and a policy matching degree determining module used for determining the policy declaration condition of a target policy and the policy matching degree between enterprise declaration information based on a policy matching request of a client side when the policies are matched.
Furthermore, the server can be used for constructing an enterprise portrait of the user and acquiring enterprise declaration information of the user according to network behavior operations such as input or selection of the policy declaration conditions in the policy matching page by the user.
Furthermore, after extracting the policy declaration conditions of the policies, the server can modify the policy declaration conditions according to a configuration modification instruction of a user, and modify and/or add the policy declaration conditions to improve the target policy declaration conditions.
In the embodiment of the present application, only the server is taken as an example for description, and in practical applications, the execution subject may also be other devices such as a terminal device, and is not limited herein.
Before policy matching, policy declaration conditions of a plurality of policies are extracted in advance. Referring to fig. 2, an implementation flow chart of a method for extracting a declaration condition provided in an embodiment of the present application is described with reference to the policy matching system shown in fig. 1, where the implementation flow of the method is as follows:
step 200: and matching the keywords in the target policy with each keyword in the declaration keyword set respectively.
Specifically, a keyword extraction model is adopted to extract all keywords in the target policy, and each extracted keyword is matched with each keyword in the declaration keyword set respectively to obtain the keyword matching degree among all groups of keywords. Further, the following steps are executed respectively for each keyword matching degree: and if the matching degree of the keywords is higher than a preset keyword matching threshold value, obtaining a matching result of matching the characterization keywords, otherwise, obtaining a matching result of unmatched characterization keywords.
In practical applications, the preset keyword matching threshold may be set according to practical application scenarios, for example, 0.8, which is not limited herein. The keywords may be all words in the target policy, or may be other words, which is not limited herein. The keyword extraction model may be a model constructed based on a neural network, or may be a model constructed in other manners, which is not limited herein.
Before step 200 is executed, reporting parameters of a plurality of policy samples extracted manually and the like are obtained, keywords related to each extracted reporting parameter are determined respectively, and a reporting keyword set is generated based on the determined keywords.
Wherein the declaration parameter is a parameter in the declaration condition. Each declaration condition may include one or more parameters, and the keywords related to the declaration parameters may be synonyms, hypernyms, hyponyms, and the like of the declaration parameters.
For example, the declaration parameters may be: location, date, time, and nature of the business, etc.
Furthermore, the declaration keyword set can be expanded in a mode of manually inputting declaration parameters and keywords.
Step 201: and obtaining a plurality of declaration keywords in the target policy according to the matching result.
Specifically, keywords corresponding to matching results of the characteristic keywords are screened out from the keywords in the target policy, and the screened keywords are determined as declaration keywords.
Thus, the declaration keywords for generating the declaration conditions can be preliminarily screened out.
Step 202: and determining declaration parameters set for the declaration keywords.
Specifically, reporting parameters corresponding to each reporting keyword are respectively obtained according to a preset corresponding relationship between the keywords and the reporting parameters.
Before step 202 is executed, the corresponding relationship between the keywords and the declaration parameters is preset.
In one embodiment, synonyms, hypernyms, hyponyms, and the like of the declaration parameters are determined as keywords corresponding to the declaration parameters.
For example, if the declaration parameter is location, the address may be determined as a keyword corresponding to the location.
Thus, the declaration parameters of the policy declaration conditions of the target policy can be determined according to the keywords in the target policy.
Step 203: and determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on the target policy according to the declaration condition configuration rule.
Specifically, the declaration condition configuration rule includes a parameter identification model and a condition identification model, and when step 203 is executed, the following steps may be adopted:
s2031: and acquiring a parameter identification model respectively set for each declaration keyword.
Specifically, according to the preset corresponding relationship among the keywords, the declaration parameters and the parameter identification models, the parameter identification model corresponding to each declaration keyword is obtained respectively.
The parameter identification model is used for determining parameter information of the declaration keyword from the target policy according to the context of the declaration keyword in the target policy. The parameter information is used to generate policy declaration conditions.
Before executing S2031, a corresponding parameter identification model may be generated and trained for each declaration parameter respectively based on Neuro-Linguistic Programming (NLP), Natural Language Understanding (NLU), a neural network, and the like, and a correspondence relationship between the keyword, the declaration parameter, and the parameter identification model is established.
S2032: and respectively adopting the parameter identification model corresponding to each declaration keyword, and determining the parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy.
Specifically, the following steps are executed according to each declaration keyword respectively:
and inputting the target policy into the parameter identification model corresponding to the declaration keyword to obtain the parameter information corresponding to the declaration keyword.
Further, a corresponding relation among the declaration keywords, the declaration parameters and the parameter information is established.
Thus, the parameter information of each declaration parameter can be extracted from the target policy through the parameter identification model corresponding to each declaration parameter.
S2033: and acquiring logic characters respectively set for the parameter information of each declaration keyword.
Specifically, the logic characters are used to determine condition configuration information for declaring a condition.
Alternatively, the logical characters may be greater than, less than, equal to, higher than, or, and, in/out of … …, before/after … …, between … …, at … …, etc., and may be other characters, without limitation.
S2034: and respectively determining the condition type and condition configuration information of each declaration keyword based on the condition identification model corresponding to each declaration keyword and according to corresponding parameter information and logic characters in the target policy.
Specifically, the following steps are executed respectively for each declaration keyword:
and acquiring a condition identification model corresponding to each declaration keyword, inputting a target policy, parameter information and logic characters into the condition identification model corresponding to the declaration keyword, and acquiring a condition type and condition configuration information corresponding to each declaration keyword.
Wherein the condition type includes at least one of the following types: a numerical type, a text type, a location type, a date type, a single selection type, a multiple selection type, and a judgment type. The condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
Wherein the match type is used to indicate whether a claim condition has the function of matching a policy with a negative.
In practical application, both the condition type and the condition configuration information may be set according to a practical application scenario, which is not limited herein.
Before executing S2034, a corresponding condition recognition model may be trained for each declaration parameter based on the NLP, the NLU, the neural network, and the like, and a correspondence relationship among the keyword, the declaration parameter, and the condition recognition model is established.
Step 204: and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
Specifically, according to the corresponding relationship between the declaration keyword and the declaration parameter, the condition type, the parameter information and the condition configuration information corresponding to each declaration parameter are determined, and the policy declaration condition corresponding to each declaration parameter is generated based on the condition type, the parameter information and the condition configuration information corresponding to each declaration parameter.
Thus, the policy declaration condition of the target policy can be extracted.
Step 205: a claim condition configuration page is displayed for modifying the policy claim condition.
Specifically, the declaration condition configuration page displays a plurality of policy declaration conditions of the target policy, and may also display an input box or an option key for modifying and adding declaration parameters, condition types, parameter information, condition configuration information and other information of the policy declaration conditions, so that the user can add or modify the policy declaration conditions through the input box or the option key.
Step 206: and responding to a reporting condition configuration instruction of a user for the reporting condition configuration page, and adjusting the policy reporting condition to obtain the adjusted policy reporting condition.
Specifically, in response to a declaration condition configuration instruction of the user for the declaration condition configuration page, the policy declaration condition extracted from the target policy is modified, or a new policy declaration condition is added to the target policy.
In one embodiment, the user modifies the policy declaration conditions through an input box or an option key for information such as declaration parameters, condition types, parameter information, and condition configuration information corresponding to the policy declaration conditions.
Thus, the policy declaration condition extracted from the target policy can be corrected according to the user instruction, and the accurate policy declaration condition can be obtained.
In one embodiment, the user adds a new policy declaration condition through an input box or an option button for adding a policy declaration condition in the declaration condition configuration page.
Further, the reporting condition configuration page may display the condition weight of each policy reporting condition, and may configure the condition weight of each policy reporting condition according to the weight modification instruction of the user.
Step 207: and displaying a declaration condition display interface according to the adjusted policy declaration condition.
In the embodiment of the present application, only the policy declaration condition of the target policy is taken as an example for explanation, and in practical application, the policy declaration condition of other policies may also be extracted by using a principle similar to the policy declaration condition of the target policy, which is not described herein again.
Furthermore, keywords, tags, regions and the like used for screening policies can be set according to keywords of the policies, so that the policies can be screened according to the keywords, the tags, the regions and the like first when the policies are matched, the policy matching range is narrowed, and the matching efficiency is improved.
In the embodiment of the present application, after the policy declaration conditions of the policies are extracted, policy matching can be performed in the subsequent steps by using the policy declaration conditions.
Referring to fig. 3, an implementation flow chart of a policy matching method provided in the embodiment of the present application is described with reference to the policy matching system shown in fig. 1, where the implementation flow of the method is as follows:
step 300: and acquiring a policy declaration condition corresponding to the target policy.
Specifically, the policy declaration condition includes a declaration parameter. The policy declaration conditions are extracted from the target policy according to declaration condition configuration rules.
Step 301: and extracting user parameter information of declaration parameters in the policy declaration conditions from enterprise declaration information of the user.
Specifically, a plurality of reporting parameters in the policy reporting conditions are obtained, and user parameter information of each reporting parameter is extracted by adopting each reporting parameter identification model.
Step 302: and matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy.
Specifically, when step 302 is executed, the following steps may be adopted:
s3021: and respectively matching each policy declaration condition with corresponding user parameter information to obtain a parameter matching degree corresponding to each policy declaration condition.
In one embodiment, it is determined whether the user parameter information meets the policy declaration condition for each policy declaration condition, and if so, the parameter matching degree is determined to be 1, and if not, the parameter matching degree is determined to be 0.
S3022: and acquiring the matching type of the declaration parameters of the policy declaration conditions.
S3023: and judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet the preset matching rejection condition, if so, executing S3024, and otherwise, executing S3025.
Specifically, whether a policy declaration condition that the corresponding matching type representation policy is matched with a vote rejection and the parameter matching degree is lower than a preset matching degree exists is judged, if yes, S3024 is executed, and if not, S3025 is executed.
This is because when policies are matched, some necessary policy declaration conditions of the target policy have a negative power, that is, if the necessary policy declaration conditions are not satisfied, other policy declaration conditions are satisfied, and cannot be declared.
S3024: and determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree.
In one embodiment, the designated matching degree is 0, and in practical applications, the designated matching degree may be other matching degrees, which is not limited herein.
S3025: condition weights set for each policy declaration condition are obtained.
S3026: and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
Specifically, the product between the condition weight of each policy declaration condition and the parameter matching degree is respectively determined, and the sum of the products is calculated to obtain the policy matching degree of the enterprise declaration information and the target policy.
Further, the policy matching result may also be displayed to the user.
In one embodiment, the following steps may be taken when displaying the policy matching result:
the first step is as follows: and screening out the parameter matching degree lower than the preset matching degree.
Specifically, the preset matching degree may be set according to an actual application scenario, for example, 1, which is not limited herein.
The second step is that: and acquiring a first display form set aiming at the screened parameter matching degree.
The third step: and acquiring a second display form set aiming at the parameter matching degree which is not screened out.
The fourth step: and acquiring a third presentation form set for the policy matching degree.
Specifically, a first display corresponding relation between the screened parameter matching degree and the first display form is established in advance, a second display corresponding relation between the parameter matching degree which is not screened and the second display form is established, and a third display corresponding relation between the policy matching degree and the third display form is established.
The display form comprises a first display form, a second display form and a third display form.
Optionally, the display form may be differentiated by a color, a label, a highlight, a shape, and the like of a border, a font, and an icon, and may also be a form of a bar graph, a pie graph, and the like.
In one embodiment, the first display form is: and adding different icons for identification according to different parameter matching degrees. The second display form is: and adopting different font colors or filling colors to represent different parameter matching degrees. The third display form is: and representing different policy matching degrees by adopting pie charts with different filling colors.
In practical application, the display form may be set according to a practical application scenario, and is not limited herein.
The fifth step: and respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree.
Specifically, in the policy display page, at least one of the corresponding declaration parameter, the policy declaration condition, the user parameter information, and the parameter matching degree is displayed according to the display form corresponding to each parameter matching degree.
And a sixth step: and according to a third display form, displaying the policy matching degree.
Therefore, different display forms can be adopted to prompt different matching levels to a user, whether the necessary policy declaration conditions which are not met exist can be judged through the first display form, the matching degree of each policy declaration condition can be checked through the second display form, and whether the policy declaration can be simply and clearly determined through the third display form.
Furthermore, a plurality of policies can be used as target policies, the policy matching degree of the enterprise declaration information and the plurality of target policies is determined, and the matched policy is recommended to the user according to the determined policy matching degree.
Specifically, when policy recommendation is performed, the following steps may be adopted:
the first step is as follows: and determining the policy matching degree of the enterprise declaration information and each target policy respectively.
The second step is that: and screening out the policy matching degree higher than a preset recommendation threshold value from the policy matching degrees corresponding to the target policies.
In practical applications, the preset recommended threshold may be set according to practical application scenarios, for example, 0.7, which is not limited herein.
The third step: and sorting the screened policy matching degrees in the order from high to low.
The fourth step: and pushing the target policies meeting preset pushing conditions to the user according to the sequence.
Specifically, according to the sorting, a specified number of target policies are screened out, and the screened target policies are pushed to the user by adopting application program pushing, short messages, mails and other modes.
And the policy matching degree of the screened target policies is higher than that of the target policies which are not screened. The specified number may be 5.
In one embodiment, the predetermined pushing condition is to screen out a specified number of target policies according to the above sorting.
In practical application, the preset pushing conditions and the specified number can be set according to a practical application scene, and are not limited herein.
Further, since the user may not register the enterprise declaration information in order to ensure privacy of the enterprise information, and may perform a selection operation or an input operation in the policy matching page in a manner of a visitor to perform matching, the user may also construct an enterprise portrait of the user according to an operation option and input information of the user when the policy is matched, and may presume the enterprise declaration information of the user, and may further perform policy matching and policy recommendation according to the presumed enterprise declaration information.
In one embodiment, the following steps may be taken in inferring the enterprise declaration information of the user:
the first step is as follows: the policy matching page is displayed in response to a policy page request by a user for a target policy.
The policy matching page displays each policy declaration condition of the target policy and an input box or an option key set for each policy declaration condition.
The second step is that: user input information is obtained in response to a user input operation for an input box in the policy matching page.
Thus, enterprise declaration information input by the user during policy matching can be obtained.
The third step: the option information is obtained in response to a user's selection operation for an option button in the policy matching page.
Specifically, a plurality of options are set in the policy declaration condition of the policy matching page, and option information selected by the user is acquired through an option key selected by the user, so that enterprise declaration information of the user can be estimated.
The fourth step: and updating the enterprise declaration information of the user according to the input information and the option information.
Furthermore, the network operation information of the user can be collected, the enterprise portrait of the user is generated according to the network operation information of the user, and the enterprise declaration information of the user is perfected according to the enterprise portrait of the user.
In the embodiment of the application, the declaration condition configuration rule is adopted in advance, and the policy declaration condition of each policy is extracted, so that when the policies are matched, the enterprise declaration information is quickly and accurately matched with the target policy, the time cost of policy matching is saved, and the policy matching efficiency and accuracy are improved.
Fig. 4 is a flowchart illustrating an implementation of a declaration condition configuration method provided in an embodiment of the present application. The method comprises the following specific processes:
step 400: and displaying a declaration condition page.
Step 401: and responding to the declaration condition creating operation of the user aiming at the declaration condition page, and displaying the declaration condition configuration page.
The declaration condition configuration page displays the name of a policy declaration condition created by a user aiming at a target policy, a declaration parameter for configuring the policy declaration condition, and an input frame and an option key of condition configuration information.
Optionally, the policy declaration condition created by the user for one target policy may be one or multiple, and is not limited herein.
Step 402: the policy declaration condition page is displayed in response to a user's declaration condition configuration operation for the declaration condition configuration page.
Specifically, the declaration parameter is obtained in response to an input operation or a selection operation of a user for the declaration parameter in the declaration condition configuration page, the condition type selected by the user for the declaration parameter is obtained in response to a condition type selection operation of the user for the declaration condition configuration page, and the condition configuration information set by the user is obtained in response to an input operation or a selection operation of the user for the condition configuration information in the declaration condition configuration page.
Further, the conditional weight of the policy declaration condition may also be configured in response to a user configuring operation for the declaration condition in the declaration condition configuration page.
The number of reporting parameters configured by the user for each reporting condition may be one or multiple, and is not limited herein.
Referring to fig. 5, an exemplary diagram of a declaration conditional configuration page of numerical type configuration is shown. In the declaration condition configuration page, declaration parameters are employee number and condition types are numerical values, and condition configuration information includes: the numerical interval of the number of the employees is [10,999], the numerical unit is element, and decimal point 0 digit, and the information details are as follows: the number of employees is 80, the condition weight is 5, and the matching type is as follows: the policy matches a vote veto.
Referring to fig. 6, an exemplary diagram of a declaration conditional configuration page of a text type configuration is shown. In the declaration condition configuration page, the declaration parameter is an enterprise name, the condition type is a text, and the condition configuration information includes: text length threshold of business name [1,10], information details are: the enterprise name is less than 6, the condition weight is 10, and the matching type is as follows: the non-policy matches a vote rejection.
Referring to FIG. 7, an exemplary diagram of a declaration conditional configuration page for a location type configuration is shown. In the declaration condition configuration page, the declaration parameter is an enterprise address, the condition type is a position, and the condition configuration information includes: the regional scope of the enterprise address is China, and the information details are as follows: sichuan province becomes urban green sheep district, the condition weight is 10, and the matching type is: the policy matches a vote veto.
Referring to fig. 8, an exemplary diagram of a declaration conditional configuration page of a multi-selection type configuration is shown. In the declaration condition configuration page, declaration parameters are declaration items, condition types are multiple choices, and condition configuration information includes: the project options are a project one and a project two, the project can be newly added through input information, the condition weight is 10, and the matching type is as follows: the policy matches a vote veto.
Referring to fig. 9, an exemplary diagram of a declaration conditional configuration page of the single-choice type configuration is shown. In the declaration condition configuration page, declaration parameters are declaration items, condition types are single selections, and condition configuration information includes: the project options are a project one and a project two, the project can be newly added through input information, the condition weight is 10, and the matching type is as follows: the policy matches a vote veto.
Fig. 10 is a diagram showing an example of a declaration condition configuration page of the judgment type configuration. In the declaration condition configuration page, the declaration parameter is an enterprise type, the condition type is a judgment, and the condition configuration information includes: the judgment details are as follows: whether the matching type is a national enterprise or not is judged, the conditions comprise yes/no, the condition weight is 10, and the matching type is as follows: the policy matches a vote veto.
Referring to FIG. 11, an exemplary diagram of a declaration conditional configuration page for a date type configuration is shown. In the declaration condition configuration page, the declaration parameter is construction time, the condition type is date, and the condition configuration information includes: the date type is single time, and the time conditions are as follows: earlier than 2021, the condition weight was 10, and the match type was: the policy matches a vote veto.
Furthermore, the user can complete enterprise declaration information through an enterprise declaration information page.
Fig. 12 is an exemplary diagram of an enterprise declaration information page of the enterprise declaration information. The proportion of scholars and learners of major experts in the management personnel input by the users through the enterprise declaration information page is 80%. Fig. 13 is a diagram illustrating an example of a parameter matching page. In the parameter matching page, the declaration parameters showing policy declaration conditions are as follows: the proportion of scholars and learners in major experts in the management staff, and the policy declaration conditions comprise: the person condition is a ratio above 0.7, and the condition weight is 5. In fig. 12, the ratio of 80% of the major scholars to the academic learners in the managers of the enterprise is higher than 0.7, so the matching result is 100% matching, and the policy matching degree is 5%.
Based on the same inventive concept, the embodiment of the present application further provides a policy matching apparatus, and as the principle of solving the problem of the apparatus and the device is similar to that of a policy matching method, the implementation of the apparatus can refer to the implementation of the method, and repeated details are omitted.
As shown in fig. 14, a schematic structural diagram of a policy matching apparatus provided in an embodiment of the present application includes:
an obtaining unit 141, configured to obtain a policy declaration condition corresponding to a target policy, where the policy declaration condition includes a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule;
an extracting unit 142, configured to extract user parameter information of a declaration parameter in a policy declaration condition from enterprise declaration information of a user;
the obtaining unit 143 is configured to match the policy declaration condition with the determined user parameter information, and obtain a policy matching degree between the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit 141 is further configured to:
matching the keywords in the target policy with each keyword in the declaration keyword set respectively;
obtaining a plurality of declaration keywords in the target policy according to the matching result;
determining declaration parameters set for each declaration keyword;
determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on a target policy according to the declaration condition configuration rule;
and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
In one embodiment, the declaration conditional configuration rule includes a parameter identification model and a condition identification model, and the obtaining unit 141 is further configured to:
acquiring a parameter identification model respectively set for each declaration keyword;
respectively adopting a parameter identification model corresponding to each declaration keyword, and determining parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy;
acquiring logic characters respectively set for parameter information of each declaration keyword;
and respectively determining the condition type and condition configuration information of each declaration keyword based on the condition identification model corresponding to each declaration keyword and according to corresponding parameter information and logic characters in the target policy.
In one embodiment, the type of condition includes at least one of the following types: the device comprises a numerical value type, a text type, a position type, a date type, a single selection type, a multiple selection type and a judgment type;
the condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
In one embodiment, the obtaining unit 141 is further configured to:
displaying a reporting condition configuration page for modifying the policy reporting conditions, wherein each policy reporting condition is displayed in the reporting condition configuration page;
responding to a reporting condition configuration instruction of a user aiming at a reporting condition configuration page, and adjusting a policy reporting condition;
and displaying a declaration condition display interface according to the adjusted policy declaration condition.
In one embodiment, the policy declaration condition is multiple, and the obtaining unit 143 is configured to:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring condition weights respectively set for each policy declaration condition;
and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit 143 is configured to:
if the policy declaration conditions are multiple, matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring the matching type of the declaration parameters of each policy declaration condition;
judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet preset matching rejection conditions, and if so, determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree;
otherwise, acquiring condition weights respectively set for each policy declaration condition, and carrying out weighted summation on the matching degrees of the parameters based on the condition weights of the policy declaration conditions to obtain the policy matching degrees of the enterprise declaration information and the target policy.
In one embodiment, the obtaining unit 143 is further configured to:
screening out the parameter matching degree lower than the preset matching degree;
acquiring a first display form set aiming at the screened parameter matching degree;
acquiring a second display form set aiming at the parameter matching degree which is not screened out;
acquiring a third display form set aiming at the policy matching degree;
respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree;
and according to a third display form, displaying the policy matching degree.
In one embodiment, the obtaining unit 143 is further configured to:
if the target policies are multiple, screening out the policy matching degrees higher than a preset recommendation threshold from the policy matching degrees corresponding to the target policies;
sorting the screened policy matching degrees in a sequence from high to low;
and pushing the target policies meeting preset pushing conditions to the user according to the sequence.
In one embodiment, the obtaining unit 143 is further configured to:
responding to a policy page request of a user for a target policy, and displaying a policy matching page, wherein each policy declaration condition of the target policy and an input frame or an option key set for each policy declaration condition are displayed in the policy matching page;
obtaining input information in response to an input operation of a user for an input box in a policy matching page;
responding to the selection operation of a user aiming at an option key in a policy matching page, and obtaining option information;
and according to the input information and the option information, the enterprise declaration information of the user is perfected.
In the policy matching method, device, system, electronic device and readable storage medium provided by the embodiment of the application, a policy declaration condition corresponding to a target policy is obtained, wherein the policy declaration condition includes a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule; extracting user parameter information of declaration parameters in policy declaration conditions from enterprise declaration information of a user; and matching the policy declaration conditions with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy. Therefore, the policy declaration conditions in the target policy are extracted in advance according to the declaration condition configuration rules, and when the policies are matched, whether the enterprise declaration information is matched with the target policy is judged according to whether the enterprise declaration information meets the policy declaration conditions, so that the efficiency and accuracy of policy matching are improved.
Fig. 15 shows a schematic structural diagram of an electronic device 1500. Referring to fig. 15, an electronic device 1500 includes: the processor 1510 and the memory 1520 may further include a power supply 1530, a display unit 1540, and an input unit 1550.
The processor 1510 is a control center of the electronic apparatus 1500, connects each component using various interfaces and lines, and performs various functions of the electronic apparatus 1500 by running or executing software programs and/or data stored in the memory 1520, thereby performing overall monitoring of the electronic apparatus 1500.
In an embodiment of the present application, the processor 1510, when calling a computer program stored in the memory 1520, performs a method of policy matching as provided by the embodiment shown in fig. 3.
Optionally, processor 1510 may include one or more processing units; preferably, the processor 1510 may integrate an application processor, which mainly handles operating systems, user interfaces, applications, etc., and a modem processor, which mainly handles wireless communications. It will be appreciated that the modem processor described above may not be integrated into the processor 1510. In some embodiments, the processor, memory, and/or memory may be implemented on a single chip, or in some embodiments, they may be implemented separately on separate chips.
The memory 1520 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, various applications, and the like; the storage data area may store data created according to the use of the electronic device 1500, and the like. Further, the memory 1520 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage device, among others.
The electronic device 1500 also includes a power supply 1530 (e.g., a battery) that provides power to the various components, which may be logically coupled to the processor 1510 via a power management system to manage charging, discharging, and power consumption via the power management system.
The display unit 1540 can be used to display information input by a user or information provided to the user, various menus of the electronic device 1500, and the like. The display unit 1540 may include a display panel 1541. The Display panel 1541 may be configured in the form of a Liquid Crystal Display (LCD), an Organic Light-Emitting Diode (OLED), or the like.
The input unit 1550 may be used to receive information such as numbers or characters input by a user. The input unit 1550 may include a touch panel 1551 and other input devices 1552. Touch panel 1551, also referred to as a touch screen, may collect touch operations by a user on or near the touch panel 1551 (e.g., operations by a user on or near touch panel 1551 using any suitable object or attachment such as a finger, stylus, etc.).
Specifically, touch panel 1551 can detect a touch operation of a user, detect signals caused by the touch operation, convert the signals into touch point coordinates, send the touch point coordinates to processor 1510, receive a command sent by processor 1510, and execute the command. In addition, the touch panel 1551 can be implemented by various types such as a resistive type, a capacitive type, an infrared ray, a surface acoustic wave, and the like. Other input devices 1552 may include, but are not limited to, one or more of a physical keyboard, function keys (e.g., volume control keys, power on and off keys, etc.), a trackball, a mouse, a joystick, and the like.
Of course, touch panel 1551 may cover display panel 1541, and when touch panel 1551 detects a touch operation on or near the touch panel, the touch operation is transmitted to processor 1510 to determine the type of touch event, and then processor 1510 provides a corresponding visual output on display panel 1541 according to the type of touch event. Although in fig. 15, the touch panel 1551 and the display panel 1541 are shown as two separate components to implement input and output functions of the electronic device 1500, in some embodiments, the touch panel 1551 and the display panel 1541 can be integrated to implement input and output functions of the electronic device 1500.
The electronic device 1500 may also include one or more sensors, such as pressure sensors, gravitational acceleration sensors, proximity light sensors, and the like. Of course, the electronic device 1500 may further include other components such as a camera, which are not shown in fig. 15 and will not be described in detail since they are not components used in this embodiment of the present application.
Those skilled in the art will appreciate that fig. 15 is merely an example of an electronic device and is not intended to limit the electronic device and may include more or fewer components than those shown, or some components may be combined, or different components.
In an embodiment of the present application, a readable storage medium has a computer program stored thereon, and when the computer program is executed by a processor, the communication device may perform the steps in the above embodiments.
For convenience of description, the above parts are separately described as modules (or units) according to functional division. Of course, the functionality of the various modules (or units) may be implemented in the same one or more pieces of software or hardware when implementing the present application.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While the preferred embodiments of the present application have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all alterations and modifications as fall within the scope of the application.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is intended to include such modifications and variations as well.

Claims (23)

1. A method of policy matching, comprising:
acquiring a policy declaration condition corresponding to a target policy, wherein the policy declaration condition comprises a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule;
extracting user parameter information of declaration parameters in the policy declaration conditions from enterprise declaration information of the user;
and matching the policy declaration condition with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy.
2. The method of claim 1, wherein prior to obtaining the policy declaration condition corresponding to the target policy, further comprising:
matching the keywords in the target policy with each keyword in a declaration keyword set respectively;
obtaining a plurality of declaration keywords in the target policy according to a matching result;
determining declaration parameters set for each declaration keyword;
determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on the target policy according to the declaration condition configuration rule;
and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
3. The method of claim 2, wherein the declaring conditional configuration rule comprises a parameter identification model and a condition identification model, and the determining the condition type, the parameter information and the condition configuration information corresponding to each declaration keyword based on the target policy according to the declaring conditional configuration rule comprises:
acquiring a parameter identification model respectively set for each declaration keyword;
respectively adopting a parameter identification model corresponding to each declaration keyword, and determining parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy;
acquiring logic characters respectively set for parameter information of each declaration keyword;
and respectively determining the condition type and condition configuration information of each declaration keyword according to corresponding parameter information and logic characters in the target policy based on the condition identification model corresponding to each declaration keyword.
4. The method of claim 3, wherein the type of condition comprises at least one of the following types: the device comprises a numerical value type, a text type, a position type, a date type, a single selection type, a multiple selection type and a judgment type;
the condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
5. The method according to any one of claims 2 to 4, further comprising, after generating a policy declaration condition based on a condition type, parameter information, condition configuration information, and declaration parameters corresponding to each declaration keyword:
displaying a reporting condition configuration page for modifying the policy reporting conditions, wherein each policy reporting condition is displayed in the reporting condition configuration page;
responding to a declaration condition configuration instruction of a user for the declaration condition configuration page, and adjusting the policy declaration condition;
and displaying a declaration condition display interface according to the adjusted policy declaration condition.
6. The method of any one of claims 1-4, wherein the policy declaration condition is plural, and the matching the policy declaration condition with the determined user parameter information to obtain the policy matching degree between the enterprise declaration information and the target policy comprises:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring condition weights respectively set for each policy declaration condition;
and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
7. The method of any one of claims 1-4, wherein the policy declaration condition is plural, and the matching the policy declaration condition with the determined user parameter information to obtain the policy matching degree between the enterprise declaration information and the target policy comprises:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring the matching type of the declaration parameters of each policy declaration condition;
judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet preset matching rejection conditions or not, and if so, determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree;
otherwise, acquiring condition weights respectively set for each policy declaration condition, and performing weighted summation on the matching degrees of the parameters based on the condition weights of the policy declaration conditions to obtain the policy matching degrees of the enterprise declaration information and the target policy.
8. The method of claim 7, wherein after matching the policy declaration conditions with the determined user parameter information to obtain a policy matching degree of the enterprise declaration information with the target policy, further comprising:
screening out the parameter matching degree lower than the preset matching degree;
acquiring a first display form set aiming at the screened parameter matching degree;
acquiring a second display form set aiming at the parameter matching degree which is not screened out;
acquiring a third display form set aiming at the policy matching degree;
respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree;
and displaying the policy matching degree according to the third display form.
9. The method according to any one of claims 1-4, wherein if there are a plurality of target policies, after matching the policy declaration condition with the determined user parameter information to obtain a policy matching degree between the enterprise declaration information and the target policy, the method further comprises:
screening out the policy matching degree higher than a preset recommendation threshold value from the policy matching degrees corresponding to the target policies;
sorting the screened policy matching degrees in a sequence from high to low;
and pushing a target policy which accords with a preset pushing condition to the user according to the sequence.
10. The method of any one of claims 1-4, further comprising:
responding to a policy page request of a user for the target policy, and displaying a policy matching page, wherein each policy declaration condition of the target policy and an input box or an option key set for each policy declaration condition are displayed in the policy matching page;
obtaining input information in response to an input operation of the user for an input box in the policy matching page;
responding to the selection operation of the user aiming at an option key in the policy matching page, and obtaining option information;
and perfecting the enterprise declaration information of the user according to the input information and the option information.
11. An apparatus for policy matching, comprising:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a policy declaration condition corresponding to a target policy, the policy declaration condition comprises a declaration parameter, and the policy declaration condition is extracted from the target policy according to a declaration condition configuration rule;
an extraction unit, configured to extract user parameter information of a declaration parameter in the policy declaration condition from enterprise declaration information of a user;
and the obtaining unit is used for matching the policy declaration condition with the determined user parameter information to obtain the policy matching degree of the enterprise declaration information and the target policy.
12. The apparatus of claim 11, wherein the obtaining unit is further configured to:
matching the keywords in the target policy with each keyword in a declaration keyword set respectively;
obtaining a plurality of declaration keywords in the target policy according to a matching result;
determining declaration parameters set for each declaration keyword;
determining condition types, parameter information and condition configuration information corresponding to the declaration keywords based on the target policy according to the declaration condition configuration rule;
and generating a policy declaration condition according to the condition type, the parameter information, the condition configuration information and the declaration parameter corresponding to each declaration keyword.
13. The apparatus of claim 12, wherein the declaration conditional configuration rule includes a parameter recognition model and a condition recognition model, and wherein the obtaining unit is further configured to:
acquiring a parameter identification model respectively set for each declaration keyword;
respectively adopting a parameter identification model corresponding to each declaration keyword, and determining parameter information corresponding to the corresponding declaration keyword based on the context relationship of the corresponding declaration keyword in the target policy;
acquiring logic characters respectively set for parameter information of each declaration keyword;
and respectively determining the condition type and condition configuration information of each declaration keyword according to corresponding parameter information and logic characters in the target policy based on the condition identification model corresponding to each declaration keyword.
14. The apparatus of claim 13, wherein the type of condition comprises at least one of the following types: the device comprises a numerical value type, a text type, a position type, a date type, a single selection type, a multiple selection type and a judgment type;
the condition configuration information includes at least one of the following information: numerical range, text content, location range, date range, time zone, option information, option combination, option order, and judgment condition and matching type.
15. The apparatus of any one of claims 12-14, wherein the obtaining unit is further to:
displaying a reporting condition configuration page for modifying the policy reporting conditions, wherein each policy reporting condition is displayed in the reporting condition configuration page;
responding to a declaration condition configuration instruction of a user for the declaration condition configuration page, and adjusting the policy declaration condition;
and displaying a declaration condition display interface according to the adjusted policy declaration condition.
16. The apparatus of any of claims 11-14, wherein the policy declaration condition is plural, and wherein the obtaining unit is to:
matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring condition weights respectively set for each policy declaration condition;
and carrying out weighted summation on the matching degree of each parameter based on the condition weight of each policy declaration condition to obtain the policy matching degree of the enterprise declaration information and the target policy.
17. The apparatus according to any of claims 11-14, wherein the obtaining unit is configured to:
if the policy declaration conditions are multiple, matching each policy declaration condition with corresponding user parameter information respectively to obtain a parameter matching degree corresponding to each policy declaration condition;
acquiring the matching type of the declaration parameters of each policy declaration condition;
judging whether the matching type and the parameter matching degree corresponding to each policy declaration condition meet preset matching rejection conditions or not, and if so, determining the policy matching degree of the enterprise declaration information and the target policy as the specified matching degree;
otherwise, acquiring condition weights respectively set for each policy declaration condition, and performing weighted summation on the matching degrees of the parameters based on the condition weights of the policy declaration conditions to obtain the policy matching degrees of the enterprise declaration information and the target policy.
18. The apparatus of claim 17, wherein the obtaining unit is further configured to:
screening out the parameter matching degree lower than the preset matching degree;
acquiring a first display form set aiming at the screened parameter matching degree;
acquiring a second display form set aiming at the parameter matching degree which is not screened out;
acquiring a third display form set aiming at the policy matching degree;
respectively displaying corresponding declaration parameters, policy declaration conditions, user parameter information and parameter matching degrees according to the display form corresponding to each parameter matching degree;
and displaying the policy matching degree according to the third display form.
19. The apparatus of any one of claims 11-14, wherein the obtaining unit is further to:
if the target policies are multiple, screening out the policy matching degrees higher than a preset recommendation threshold value from the policy matching degrees corresponding to the target policies;
sorting the screened policy matching degrees in a sequence from high to low;
and pushing a target policy which accords with a preset pushing condition to the user according to the sequence.
20. The apparatus of any one of claims 11-14, wherein the obtaining unit is further to:
responding to a policy page request of a user for the target policy, and displaying a policy matching page, wherein each policy declaration condition of the target policy and an input box or an option key set for each policy declaration condition are displayed in the policy matching page;
obtaining input information in response to an input operation of the user for an input box in the policy matching page;
responding to the selection operation of the user aiming at an option key in the policy matching page, and obtaining option information;
and perfecting the enterprise declaration information of the user according to the input information and the option information.
21. A system for policy matching, comprising a server and a user device, wherein,
the user equipment is used for sending a policy matching request to the server and receiving a policy matching degree returned by the server based on the policy matching request, wherein the policy matching request is used for requesting the policy matching degree between enterprise declaration information of a user and a target policy;
the server, configured to determine, when it is determined that a policy matching request sent by the user equipment is received, a policy matching degree between the enterprise declaration information and the target policy by using the method according to any one of claims 1 to 10, and return the policy matching degree to the user equipment.
22. An electronic device comprising a processor and a memory, the memory storing computer readable instructions that, when executed by the processor, perform the method of any of claims 1-10.
23. A readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-10.
CN202111134215.9A 2021-09-27 2021-09-27 Policy matching method, device and system, electronic equipment and readable storage medium Pending CN113870083A (en)

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