CN115222375B - Government affair data monitoring, analyzing and processing method and system based on big data - Google Patents

Government affair data monitoring, analyzing and processing method and system based on big data Download PDF

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CN115222375B
CN115222375B CN202211146682.8A CN202211146682A CN115222375B CN 115222375 B CN115222375 B CN 115222375B CN 202211146682 A CN202211146682 A CN 202211146682A CN 115222375 B CN115222375 B CN 115222375B
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孙海运
范道峰
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Smart Qilu Shandong Big Data Technology Co ltd
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Abstract

The invention provides a big data-based government affair data monitoring, analyzing and processing method and a big data-based government affair data monitoring, analyzing and processing system, which relate to the technical field of government affair data processing, wherein a government affair data query request is received, and intermediate library government affair data I with the similarity of government affair extraction information corresponding to the government affair extraction information being greater than a preset similarity threshold value is queried in a government affair data platform; updating the intermediate database government affair data I to obtain intermediate database government affair data II; the updated summary information is sent to a government affair data user checking terminal with authority aiming at the government affair data platform; the checking, guiding, updating and feedback of the updating process in the government affair data platform are realized. The invention saves the original government affair data, so that the user can know the original government affair data and the modification process of the government affair data. The deleted original government affair data can be traced, the public service capacity is enhanced, and the satisfaction degree of the public to the government is improved.

Description

Government affair data monitoring, analyzing and processing method and system based on big data
Technical Field
The invention relates to the technical field of government affair data processing, in particular to a government affair data monitoring, analyzing and processing method and system based on big data.
Background
The government affair information is a general name of information, situation, data, chart, text material, audio-visual material, etc. reflecting the government affair work and the related matters in the government affair activity. Along with the continuous refinement of social division of labor and the continuous improvement of science, the government affair information amount is also explosively increased.
At present, government affair information is directly stored in a database, and when a user uses the government affair information, the user directly calls the government affair information from the database and carries out the operations of increasing, deleting, modifying and checking, so that the original data is modified or deleted, and the subsequent query and use of the original data are influenced. And the authorization mode for the user to use the government affair information is the authorization aiming at the database account, and due to the limitation of the database, the fine-grained authorization aiming at the data cannot be realized, and the standard use and the unauthorized access of the data cannot be effectively controlled. When the government affair data are updated, the government affair data cannot be updated in a targeted mode, examination, guidance, updating and feedback are lacked in the updating process, efficiency of updating the government affair data is not high, and timely processing of the government affair data is affected.
Disclosure of Invention
The invention provides a big data-based government affair data monitoring, analyzing and processing method, which effectively retains original data and provides convenience for later reuse. And the identity authentication of the access user and the monitoring of the data communication and data processing processes are also carried out, so that the data security is ensured.
The government affair data monitoring, analyzing and processing method based on big data comprises the following steps: the government affair data platform and the government affair data user checking terminal; the government affair data platform is provided with an intermediate library;
the government affair data platform acquires government affair data of each department and stores the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the identity authority passes the verification, the data stored in the intermediate library is subjected to addition, deletion, modification and check operations;
the government affair data platform receives a government affair data query request uploaded by a government affair data processing terminal, wherein the government affair data query request carries government affair extraction information;
the government affair data processing terminal inquires intermediate database government affair data I, corresponding to the government affair extraction information, of which the similarity is larger than a preset similarity threshold value, in a government affair data platform;
updating the intermediate database government affair data I according to a government affair data updating request sent by a user to obtain intermediate database government affair data II;
generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and sending the updating summary information to a government affair data user checking terminal with authority aiming at a government affair data platform;
the checking, guiding, updating and feedback of the updating process in the government affair data platform are realized.
Preferably, preset government affair extraction information is configured and inquired in advance in the government affair data platform, association mapping between the preset government affair extraction information and the intermediate library is established, the government affair extraction information is input during inquiry, government affair extraction information matching is carried out, relevant intermediate library inquiry language inquiry is called according to the matched preset government affair extraction information to obtain intermediate library government affair data I, and when the intermediate library government affair data I contains a plurality of intermediate library government affair data I, the government affair data I in the intermediate libraries can be arranged from top to bottom according to the number of the past calling times to extract government affair data.
Preferably, the user identity information is matched with a general government affair processing terminal to determine whether the user is an unauthorized user list user, and if the user is an unauthorized user list user, the government affair data updating request can be directly refused; if the user is not the user without the authority user list, whether the user is the user with the authority user list needs to be further determined, if the user is the user with the authority user list, the intermediate library government affair data I can be updated according to a government affair data updating request sent by the user, and intermediate library government affair data II is obtained; if the user is not the user with the authority list, the user can be determined as the user without the authority for updating the government affair data, and the request for updating the government affair data is refused.
Preferably, when the government affair data updating authority is verified, whether the user is a user with an authority user list is judged, if the user is judged to be the user with the authority user list, the government affair data I in the intermediate repository can be updated according to a government affair data updating request sent by the user, and government affair data II in the intermediate repository is obtained; and if the user is judged not to be the user with the authority user list, directly rejecting the government affair data updating request, monitoring the user operation behavior of each user with the authority user list in real time, and rejecting the user with the authority user list in the authority user list when the user with the authority user list is judged not to accord with the government affair data updating rule.
Preferably, the method further comprises:
s201, receiving a government affair data query request uploaded by a government affair data user checking terminal by a government affair data platform, wherein the government affair data query request carries government affair extraction information;
s202, performing government affair feature processing on the government affair extraction information according to characters to obtain inquiry government affair keywords of government affair features;
s203, acquiring the associated government affair keywords of each inquiry government affair keyword according to the inquiry government affair keyword and the intra-language association relationship of the language of the inquiry government affair keyword in the intermediate library, wherein the associated government affair keywords comprise at least one of synonyms, near-synonyms, similar words and similar words;
s204, matching each preset government affair extraction information in the inquiry government affair intermediate library with inquiry government affair keywords and associated government affair keywords respectively, and extracting configuration government affair extraction information of which the similarity of the corresponding government affair extraction information of the government affair keywords is greater than a preset similarity threshold;
s205, the government affair data processing module combines at least one matched government affair extraction information to obtain inquiry government affair extraction information or inquiry government affair extraction information phrases, obtains a middle base inquiry language matched with the inquiry government affair extraction information or inquiry government affair extraction information phrases, and inquires middle base government affair data I by executing the middle base inquiry language in the government affair data platform;
s206, after acquiring a government affair data updating request sent by a government affair data user checking terminal, the government affair data platform performs government affair data updating authority verification on the user by utilizing a preset non-authority user list and a preset authority user list;
s207, after the fact that the government affair data updating authority is verified is judged, determining the government affair characteristics to be updated according to the government affair data updating request, acquiring an updating government affair characteristic sequence corresponding to the government affair characteristics to be updated, and updating the government affair characteristics in the government affair characteristic sequence;
s208, the government affair data platform receives the update information uploaded by the government affair data user check terminal, performs government affair data update verification on the update information, and updates the intermediate database government affair data I according to the update information after the judgment and verification are passed to obtain intermediate database government affair data II;
s209, generating updating summary information according to the government affair data I and the government affair data II in the intermediate repository, and synchronously sending the updating summary information to a government affair data user checking terminal with preset government affair data processing authority aiming at the government affair data platform.
Preferably, the government data platform further comprises: a government affair data cataloging module;
the government affair data cataloging module is used for cataloging the government affair data needing to be gathered to the intermediate library;
when the data source processing module sends non-real-time data with cataloguing information, the data are exchanged from the department theme base to the intermediate base, and the government affair data processing module synchronizes the data to the data repository; the system converges real-time government data through high concurrency;
the government affair data processing module configures government affair characteristics of each government affair data;
the government affair characteristics are used for classifying the government affair data and identifying the government affair characteristics of each government affair data; the system supports the inquiry of government affair data based on government affair characteristics and also realizes the addition, modification and deletion of the government affair characteristics;
the government affair data processing module is also used for acquiring government affair data marked as timeliness service government affair characteristics in the intermediate library; after the time-based service expires, the government data is deleted from the intermediate repository and not stored to the data repository.
Preferably, the government affair data processing module deletes the repeated part in the intermediate library aiming at the data with the repeated problems;
cleaning the data with expired data aging in the data repository;
aiming at data which is not updated according to the requirement, sending a control instruction to a data source processing module of a data source to request to send an update data operation;
and aiming at the problem data with unreasonable update frequency, analyzing the update frequency of the data by year, month and day through service analysis, and displaying the analysis result.
Preferably, the method further comprises the following steps: a data flow viewing monitoring module;
the data circulation view monitoring module monitors the government affair data circulation process to realize dynamic monitoring in the government affair data circulation;
the data flow video monitoring module comprises: the system comprises an inter-department government affair data flow monitoring unit, an inter-system data flow monitoring unit and an inter-area data flow monitoring unit.
The invention also provides a big data-based government affair data monitoring, analyzing and processing system, and the government affair data platform comprises: the system comprises a government affair data acquisition module, an intermediate library, a data repository, a safety control module and a government affair data processing module;
the government affair data acquisition module is used for acquiring government affair data of each department and storing the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the user passes the verification, the data stored in the intermediate library is subjected to the operations of adding, deleting, modifying and checking;
the government affair data processing module receives a government affair data query request uploaded by a government affair data processing terminal, wherein the government affair data query request carries government affair extraction information;
the government affair data processing terminal inquires intermediate database government affair data I, corresponding to the government affair extraction information, of which the similarity is larger than a preset similarity threshold value, in a government affair data platform;
the government affair data processing module updates the intermediate database government affair data I according to a government affair data updating request sent by a user to obtain intermediate database government affair data II;
generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and sending the updating summary information to a government affair data user checking terminal with authority aiming at a government affair data platform;
the checking, guiding, updating and feedback of the updating process in the government affair data platform are realized.
Preferably, the government affair data processing module is further configured to receive a government affair data query request uploaded by a user inspection terminal for government affair data, where the government affair data query request carries government affair extraction information;
performing government feature processing on the government extracted information according to characters to obtain inquiry government keywords of government features;
acquiring associated government keywords of each inquiry government keyword according to each inquiry government keyword and the intra-language association relationship of the language of the inquiry government keyword in the intermediate library, wherein the associated government keywords comprise at least one of synonyms, similar words and similar words;
matching each preset government affair extraction information in the inquiry government affair intermediate library with inquiry government affair keywords and associated government affair keywords respectively, and extracting configuration government affair extraction information of which the similarity of the corresponding government affair extraction information of the government affair keywords is greater than a preset similarity threshold;
the government affair data processing module combines at least one matched government affair extraction information to obtain inquiry government affair extraction information or inquiry government affair extraction information phrases, obtains a middle base inquiry language matched with the inquiry government affair extraction information or inquiry government affair extraction information phrases, and inquires middle base government affair data I by executing the middle base inquiry language in a government affair data platform;
after the government affair data platform obtains a government affair data updating request sent by a government affair data user checking terminal, performing government affair data updating authority verification on a user by utilizing a preset non-authority user list and a preset authority user list;
after the fact that the government affair data updating authority check is passed is judged, determining the government affair characteristics to be updated according to the government affair data updating request, acquiring an updating government affair characteristic sequence corresponding to the government affair characteristics to be updated, and updating the government affair characteristics in the government affair characteristic sequence;
the government affair data platform receives the update information uploaded by the government affair data user check terminal, performs government affair data update check on the update information, and updates the intermediate database government affair data I according to the update information after the judgment check is passed to obtain intermediate database government affair data II;
and generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and synchronously sending the updating summary information to a government affair data user checking terminal with preset government affair data processing authority aiming at the government affair data platform.
According to the technical scheme, the invention has the following advantages:
the big data-based government affair data monitoring, analyzing and processing method provided by the invention realizes the cross-industry, cross-department and cross-system acquisition and storage of government affair information resources by integrating and comprehensively utilizing the resources of the existing system. The invention can not only store the modified government affair data, but also store the original government affair data, so that the user can know the original government affair data and the modification process of the government affair data. The deleted original government affair data can be traced, the public service capacity is enhanced, and the satisfaction degree of the public to the government is improved.
The invention also defines identity characteristics according to roles, responsibilities and other IT of data users, dynamically carries out special safety processing on the data requested to be returned, can ensure that the data users with different levels can access sensitive data according to the identity characteristics of the data users, and effectively reduces the probability of occurrence of data leakage events.
The invention manages the whole life cycle of the government affair data transmission, management, storage, calculation and service, and establishes data security closed-loop management of security centralized management and control, event centralized processing and risk centralized disposal by taking the basic protection capability of data security as technical support. Through safe centralized operation, risk situation and safety measure implementation situation are mastered in real time, and data safety and reliability of the government affair data platform are guaranteed.
Drawings
In order to more clearly illustrate the technical solution of the present invention, the drawings used in the description will be briefly introduced, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained based on these drawings without creative efforts.
Fig. 1 is a schematic diagram of a government affair data monitoring, analyzing and processing system based on big data.
Fig. 2 is a flow chart of a government affair data monitoring, analyzing and processing method based on big data.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The elements and algorithm steps of each example described in the embodiment disclosed in the big data based government affairs data monitoring, analyzing and processing method provided by the invention can be realized by electronic hardware, computer software or a combination of the two, and in order to clearly illustrate the interchangeability of hardware and software, the components and steps of each example have been generally described in terms of functions in the above description. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the technical solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
The block diagram shown in the figure of the big data based government affair data monitoring, analyzing and processing method provided by the invention is only a functional entity and does not necessarily correspond to a physically independent entity. I.e. these functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor means and/or microcontroller means.
As shown in fig. 1 and fig. 2, in the big data-based government affair data monitoring, analyzing and processing method provided by the invention, the method includes: the government affair data platform and the government affair data user checking terminal; the government affair data platform is provided with an intermediate library; the government affair data platform acquires government affair data of each department and stores the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the user passes the verification, the data stored in the intermediate library is subjected to the operations of adding, deleting, modifying and checking;
s101, receiving a government affair data query request uploaded by a government affair data processing terminal by a government affair data processing module, wherein the government affair data query request carries government affair extraction information;
the user can log in the system through the government affair data processing terminal, and the login mode can comprise authentication such as user name and direct login by inputting a password.
And after the validity verification is judged to pass, the government affair data processing module allows the user to log in the government affair data platform, and performs corresponding government affair data access operation, government affair data query operation, government affair data download operation and the like in the government affair data platform, and can also perform government affair data update operation on the user with the government affair data update authority.
S102, the government affair data processing terminal inquires intermediate library government affair data I, wherein the similarity of the government affair extraction information corresponding to the government affair extraction information is larger than a preset similarity threshold value, in the government affair data platform.
Wherein the information input by the user is used for inquiring the intermediate library. In order to facilitate the query of the intermediate library, preset government affair extraction information can be configured and queried in advance in a government affair data platform, association mapping between the preset government affair extraction information and the intermediate library is established, the government affair extraction information is input during the query, the government affair extraction information is matched, relevant intermediate library query language is called for query to obtain intermediate library government affair data I according to the matched preset government affair extraction information, and when the intermediate library government affair data I contains a plurality of intermediate library government affair data I, the government affair data I can be extracted by arranging the intermediate library government affair data I from high to low according to the previous calling times.
S103, the government affair data processing module updates the intermediate database government affair data I according to the government affair data updating request sent by the user to obtain intermediate database government affair data II.
In the invention, after a user uploads a government affair data query request through a government affair data user checking terminal and a government affair data processing module acquires the government affair data I of the intermediate database, the modification operation of the government affair data I of the intermediate database is executed.
In order to guarantee the effectiveness and orderly operation and maintenance of a middle library in a government affair data platform, the government affair processing management terminal with government affair data updating authority can be used for the government affair data platform, and the government affair processing common terminal which is forbidden to update the government affair data in the government affair data platform due to the fact that the government affair data updating rule is not met in the traditional government affair data updating process is used for building a user list with authority by using the government affair processing management terminal, and a non-authority user list is built by using the government affair processing common terminal. Therefore, before updating the intermediate database government affair data I according to the government affair data updating request sent by the user to obtain the intermediate database government affair data II, in order to ensure the effectiveness of the government affair data updating, the government affair data updating authority of the user needs to be verified by using the unauthorized user list and the authorized user list.
When the authority of government affair data is verified, because the number of the users in the unauthorized user list stored in the unauthorized user list is small, in order to realize the rapid judgment of the authority of government affair data updating, the user identity information can be firstly matched with a general government affair processing terminal to determine whether the user is an unauthorized user list user, and if the user is an unauthorized user list user, the government affair data updating request can be directly refused; if the user is not the user without the authority user list, whether the user is the user with the authority user list needs to be further determined, if the user is the user with the authority user list, the intermediate library government affair data I can be updated according to a government affair data updating request sent by the user, and intermediate library government affair data II is obtained; if the user is not the user with the authority list, the user can be determined to be the user without the authority for updating the government affair data, and further, the government affair data updating request can be directly refused.
When the government affair data updating authority is verified, whether a user is a user with an authority user list is judged, if the user is judged to be the user with the authority user list, the government affair data I in the intermediate database can be updated according to a government affair data updating request sent by the user, and government affair data II in the intermediate database is obtained; if the user is judged not to be the user with the authority list, the government affair data updating request can be directly refused, the user operation behaviors of all the users with the authority list in the authority list are monitored in real time, and when the user with the authority list is judged not to accord with the government affair data updating rule, the user with the authority list can be removed from the authority list.
After the fact that the user passes the government affair data updating authority verification is judged, the government affair data I in the intermediate database can be updated according to the government affair data updating request sent by the user.
The system can retrieve the corresponding government affair characteristics to be updated according to the government affair data updating request, update the government affair characteristics and send out the corresponding updating prompt information so that the user can monitor according to the updating prompt information, and after the monitoring is passed, the updating processing of the government affair data I of the intermediate repository is realized based on the updating information to obtain the government affair data II of the intermediate repository.
And S104, generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and sending the updating summary information to a government affair data user checking terminal with authority aiming at the government affair data platform.
And S105, checking, guiding, updating and feeding back the updating process in the government affair data platform.
The invention can realize the checking, guiding, updating and feedback of the updating process in the government affair data platform, improve the efficiency of the government affair data updating and save the government affair data updating cost of the government affair data platform.
After the government affair data is updated, the updated content can be analyzed to generate the updated abstract information, so that the user can receive the whole updating process through the government affair data user check terminal and synchronize the updated abstract information to the government affair data user check terminal with authority aiming at the government affair data platform, the timely synchronization of the updated information can be realized, the data processing efficiency can be improved, and the system safety can be ensured.
The invention also provides an implementation mode, in particular:
201. and the government affair data platform receives a government affair data query request uploaded by a user check terminal of the government affair data, wherein the government affair data query request carries government affair extraction information.
202. And carrying out government affair feature processing on the government affair extracted information according to the characters to obtain a query government affair keyword of the government affair feature.
In the invention, the government affair extraction information which is input by the user and used for inquiring the intermediate library can comprise a plurality of government affair data types such as character information, voice information, picture information and the like.
According to the method, the existing word segmentation device is used for splitting the government affair keywords, the government affair feature sequence corresponding to the government affair extraction information is generated after word segmentation processing is carried out, each inquiry government affair keyword is used as a government affair keyword in the government affair feature sequence, and sequencing is carried out according to the appearance position arrangement or the inquiry extraction times in the government affair extraction information.
203. And acquiring the associated government affair keywords of each inquiry government affair keyword according to the inquiry government affair keyword and the intra-language association relation of the language of the inquiry government affair keyword in the intermediate library, wherein the associated government affair keywords comprise at least one of synonyms, similar words and similar words.
In the big data-based government affair data monitoring, analyzing and processing method provided by the invention, the association relationship according to the government affair data can comprise a synonymy association relationship and a near-synonymy association relationship, and synonyms, near-synonyms and similar words of the query government affair keywords are obtained according to the query government affair keywords and the intra-language association relationship of the language of the query government affair keywords in the intermediate library.
When the intermediate library is queried, the similarity of each query government affair keyword and each preset government affair extraction information is calculated to obtain the preset government affair extraction information of which the similarity with each query government affair keyword is greater than a preset similarity threshold, the preset government affair extraction information is used for carrying out association matching with the government affair intermediate library query language, the government affair intermediate library query language is called, and the corresponding intermediate library government affair data I is queried in the government affair intermediate library.
204. And matching each preset government affair extraction information in the inquiry government affair intermediate library with inquiry government affair keywords and associated government affair keywords respectively, and extracting configuration government affair extraction information of which the corresponding government affair extraction information similarity is greater than a preset similarity threshold value corresponding to the government affair keywords.
205. The government affair data processing module combines at least one matched government affair extraction information to obtain inquiry government affair extraction information or inquiry government affair extraction information phrases, obtains an intermediate library query language matched with the inquiry government affair extraction information or inquiry government affair extraction information phrases, and queries intermediate library government affair data I by executing the intermediate library query language in a government affair data platform.
206. And after the government affair data platform acquires a government affair data updating request sent by a government affair data user checking terminal, performing government affair data updating authority verification on the user by using a preset non-authority user list and a preset authority user list.
207. And after the government affair data updating authority verification is judged to pass, determining the government affair characteristics to be updated according to the government affair data updating request, acquiring an updating government affair characteristic sequence corresponding to the government affair characteristics to be updated, and updating the government affair characteristics in the government affair characteristic sequence. In the method and the device, after the fact that the user passes the government affair data updating authority verification is judged, the fact that the government affair data updating request sent by the user is valid can be determined, furthermore, the government affair features to be updated can be determined according to the government affair data updating request, and the updating government affair feature sequence corresponding to the government affair features to be updated is obtained.
208. And the government affair data platform receives the update information uploaded by the government affair data user inspection terminal, performs government affair data update verification on the update information, and updates the intermediate database government affair data I according to the update information after the judgment and verification are passed to obtain intermediate database government affair data II.
The government affair data updating verification comprises government affair data integrity verification, government affair data format verification and logic verification among government affair characteristics.
The integrity check of the government affair data comprises whether the government affair data is complete or not; and in the government affair data format check, a first identifier, a last identifier, a verifier and the like of the government affair data are included. The government affair data checking format can be configured, and the government affair data checking format is extracted and used in the checking process, so that the standardization of the government affair data input is realized.
209. And generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and synchronously sending the updating summary information to a government affair data user checking terminal with preset government affair data processing authority aiming at the government affair data platform.
The invention also provides a big data-based government affair data monitoring, analyzing and processing system, which comprises: a government affair data platform 1; the government affairs data platform 1 includes: the system comprises a government affair data acquisition module, an intermediate library, a data repository, a safety control module and a government affair data processing module;
in the following description, suffixes such as "module", "component", or "unit" used to denote elements are used only for facilitating the description of the embodiments of the present invention, and have no specific meaning in themselves. Thus, "module" and "component" may be used in a mixture.
The government affair data acquisition module is used for acquiring government affair data of each department and storing the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the identity authority passes the verification, the data stored in the intermediate library is subjected to addition, deletion, modification and check operations;
the government affair data processing module receives a government affair data query request uploaded by a government affair data processing terminal, wherein the government affair data query request carries government affair extraction information;
the government affair data processing terminal inquires intermediate library government affair data I, corresponding to the government affair extraction information, of which the similarity is greater than a preset similarity threshold in the government affair data platform 1;
the government affair data processing module updates the intermediate database government affair data I according to a government affair data updating request sent by a user to obtain intermediate database government affair data II;
generating update summary information according to the government affair data I and the government affair data II of the intermediate repository, and sending the update summary information to a government affair data user checking terminal 2 with authority aiming at the government affair data platform 1;
the checking, guiding, updating and feedback of the updating process in the government affair data platform 1 are realized.
The terminals of each government department or related departments related to the invention provide data for the intermediate database, and the data are exchanged and collected to the intermediate database, wherein the intermediate database is an exit of the government affair data platform 1 which is communicated with the subject database of each department and exchanges data with the outside.
The method is based on government affair data platform 1 storage, and logic partitions are defined to serve as intermediate libraries of the government affair data platform 1. And opening the data access authority of the data aggregation system through a security management and control mechanism and an authority management strategy of the government affair data platform 1.
The structure of the intermediate database data table, the structure of the database and the naming specification of the data are consistent with the department thematic library. The data is kept synchronous with the department thematic library.
The database type of the invention selects MySQL by default, and the server configuration of the database is selected and deployed by adopting a single machine or a cluster according to the data resource condition of each department. The default character set of the database is utf8, and the utf8_ bin is selected by the sorting rule.
The system mainly provides three functions of government affair information resource catalog management, unified data application service release and database table exchange. Government affair information resource catalog management, which provides catalog registration and maintenance, including department information resource catalog, basic information resource catalog, theme information resource catalog, etc.; the data exchange provides the exchange and sharing of the base table and the file, and realizes the exchange of data from a source end to a target end; the unified data application service issues authorization control, current limiting, fusing and the like for providing the api service; the data application auditing management provides application, acceptance and auditing process management of data resources; interconnection and intercommunication between provincial platforms and national platforms are realized through national provincial shared exchange cascade connection; the system provides functions of searching, applying, issuing information and the like of government affair information resources through a data sharing service portal.
In the invention, each service department is provided with a data source processing module; the data source processing module actively sends the government affair data to the intermediate library according to preset sending conditions, receives an acquisition instruction of the government affair data processing module, and sends the government affair data to the intermediate library according to data information specified by the acquisition instruction.
The data source processing module actively sends the government affair data to the intermediate database according to preset sending conditions, wherein a time period can be set by the system, and the data source processing module actively sends the government affair data in the preset time period to the intermediate database when the preset time point is reached. Or according to the preset type of the government affair data or the importance degree, if the government affair data of the preset type or the government affair data with high importance degree are involved, the data source processing module actively sends the government affair data in the preset time period to the intermediate repository. The system provides efficient, stable and safe data exchange service to collect data into the intermediate library according to the needs.
The government affair data of the time-based service government affair feature has a life cycle feature, and the value density of the data changes along with the change of time. Such as weather forecast data, is of no value if the forecast data exceeds the current time. Many data changes in real time, and problems can arise if the data before the change is seen at the current time. Such as weather forecast data, the validity of the data disappears at any time as time changes. For the data with stronger timeliness, the service is generally proposed to be provided in the form of an interface, and the latest data is acquired in real time.
For another example, different data have different update frequencies, and the reasonable setting of the update frequencies can ensure the timeliness of the data and simultaneously ensure the stability of the system as much as possible. Some data are updated according to the year, the month and the day, and the updating frequency of the data is low. For real-time data, some data cannot be transmitted in real time, and a reasonable updating frequency needs to be set.
In order to improve the efficiency of data processing, the system further comprises: a government affair data cataloging module; the government affair data cataloging module is used for cataloging the government affair data needing to be converged to the intermediate library; cataloging government data includes: and compiling information such as directory names, shared attributes, open attributes, update periods, information items and the like.
When the data source processing module sends non-real-time data with cataloguing information, the data are exchanged from the department theme base to the intermediate base, and the government affair data processing module synchronizes the data to the data repository;
the system aggregates real-time government data through high concurrency. And exchanging high-concurrency real-time data from the department subject database to the central database, and then converging the data to the data repository for data storage. According to the safety requirement of government affair data, the data can be directly gathered from the department theme base to the data repository, after the stock data is gathered, a gathering channel is cut off, and incremental updating is carried out according to the path of the department theme base → the intermediate base → the original storage area.
In order to ensure the safety of system data and monitor the data processing process of the system in real time, the system further comprises: a data flow viewing monitoring module;
the data circulation view monitoring module monitors the government affair data circulation process to realize dynamic monitoring in the government affair data circulation; and the data circulation track is presented to provide decision basis for sensitive data management and data leakage protection of safety operators.
Wherein, the data flow looks monitoring module includes: the system comprises an inter-department government affair data flow monitoring unit, an inter-system data flow monitoring unit and an inter-area data flow monitoring unit.
The inter-department government affair data flow monitoring unit supports view display according to different departments and dimensions such as frequency, trend, period and the like of data flow.
The intersystem data flow monitoring unit supports view display according to dimensionalities of frequency, trend, period and the like of data flows between different application systems.
The inter-region data flow monitoring unit supports view display according to dimensions such as frequency, trend, period and the like of data flows among different management regions.
The invention aims at the traditional data authorization mode to the authorization of the database account, and because of the self limitation of the database, the fine-grained authorization of the data can not be realized, and the standard use and the unauthorized access of the data can not be effectively controlled. And the operation and maintenance personnel at the background are all privileged account personnel, and a data-based right control system is established, so that the minimization of data right can be realized, and the probability of unauthorized access and illegal use of data is greatly reduced.
The safety control module is also used for identifying the identity of the operation and maintenance personnel, and identifying the identity and authority of the operation and maintenance personnel through a two-factor authentication mechanism. The identity authentication and authority authentication of the operation and maintenance personnel comprises the following steps: and (3) approval password code: and after the operation and maintenance personnel log in the intermediate library, the operation and maintenance personnel can continue to execute the approved operation and maintenance operation by submitting the application and obtaining the approval password code after approval.
Dynamic token: after logging in the intermediate repository, the operation and maintenance personnel can verify the identity by inputting the number displayed by the dynamic token and can execute the operation and maintenance operation conforming to the identity of the operation and maintenance personnel through the rear part.
And (3) Web identity authentication: the operation and maintenance personnel check the identity of the operation and maintenance personnel to the system through the identity check webpage on the client host computer needing operation and maintenance actions, and can execute operation and maintenance operation conforming to the identity of the operation and maintenance personnel through the back. In the operation and maintenance process, the connection with the provided identity verification webpage needs to be kept uninterrupted all the time, otherwise, the subsequent operation and maintenance action cannot be executed, and the identity needs to be reconnected to verify the identity.
By binding the IP and MAC of the operation and maintenance terminal, only the admitted terminal is allowed to be connected with the intermediate library for operation and maintenance operation, thereby effectively avoiding the access of an illegal terminal to the database and preventing the risk of illegal connection of the database caused by the penetration of malicious software or hackers.
The final determination of the data authority needs to pass the examination and approval, namely, the user and the application are authenticated in the examination and approval process, and the identity is ensured to be legal and reliable.
The safety control module is used for examining and approving operation and maintenance behaviors, operation and maintenance tools and habits used by operation and maintenance personnel are not required to be changed, after operation and maintenance work is approved, appointed time, objects and operators can pass through, the safety control module is used for logging in and limiting IP (Internet protocol) of the operation and maintenance personnel, client side tools, accounts, time and the like, and for a database data table, fine control can be performed according to the number of affected data lines (threshold value), including query, updating and deleting actions, behaviors exceeding the threshold value are blocked or intercepted, and high-risk operation or large-batch data leakage is prevented.
The safety control module dynamically carries out special safety processing on the data requested to be returned according to the role, responsibility and other IT definition identity characteristics of the data user, can ensure that the data users with different levels can access the sensitive data according to the identity characteristics of the data users, and effectively reduces the probability of occurrence of data leakage events.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (1)

1. A big data based government affair data monitoring, analyzing and processing method is characterized in that the method adopts a big data based government affair data monitoring, analyzing and processing system, and the system comprises: a government affair data platform;
the government affair data platform comprises: the system comprises a government affair data acquisition module, an intermediate library, a data repository, a safety control module, a government affair data processing module, a data circulation video monitoring module and a government affair data cataloging module;
the government affair data acquisition module is used for acquiring government affair data of each department and storing the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the user passes the verification, the data stored in the intermediate library is subjected to the operations of adding, deleting, modifying and checking;
the government affair data processing module receives a government affair data query request uploaded by a government affair data processing terminal, wherein the government affair data query request carries government affair extraction information;
the government affair data processing terminal inquires intermediate database government affair data I, corresponding to the government affair extraction information, of which the similarity is larger than a preset similarity threshold value, in a government affair data platform;
the government affair data processing module updates the intermediate database government affair data I according to a government affair data updating request sent by a user to obtain intermediate database government affair data II;
generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and sending the updating summary information to a government affair data user checking terminal with authority aiming at a government affair data platform;
the checking, guiding, updating and feedback of the updating process in the government affair data platform are realized;
the government affair data processing module is also used for receiving a government affair data query request uploaded by a user check terminal of government affair data, and the government affair data query request carries government affair extraction information;
performing government feature processing on the government extracted information according to characters to obtain inquiry government keywords of government features;
acquiring the associated government affair keywords of each inquiry government affair keyword according to the inquiry government affair keyword and the intra-language association relation of the language of the inquiry government affair keyword in the intermediate library, wherein the associated government affair keywords comprise at least one of synonyms, near-synonyms, similar words and similar words;
matching each preset government affair extraction information in the government affair inquiry intermediate library with a government affair inquiry keyword and a relevant government affair keyword respectively, and extracting configuration government affair extraction information of which the similarity of the government affair extraction information corresponding to the government affair keyword is greater than a preset similarity threshold;
the government affair data processing module combines at least one matched government affair extraction information to obtain inquiry government affair extraction information or inquiry government affair extraction information phrases, obtains a middle base inquiry language matched with the inquiry government affair extraction information or inquiry government affair extraction information phrases, and inquires middle base government affair data I by executing the middle base inquiry language in a government affair data platform;
after the government affair data platform obtains a government affair data updating request sent by a government affair data user checking terminal, performing government affair data updating authority verification on a user by utilizing a preset non-authority user list and a preset authority user list;
after the fact that the government affair data updating authority check is passed is judged, determining government affair features to be updated according to the government affair data updating request, acquiring an updating government affair feature sequence corresponding to the government affair features to be updated, and updating the government affair features in the government affair feature sequence;
the government affair data platform receives the update information uploaded by the government affair data user check terminal, performs government affair data update check on the update information, and updates the intermediate database government affair data I according to the update information after the judgment check is passed to obtain intermediate database government affair data II;
generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and synchronously sending the updating summary information to a government affair data user checking terminal with preset government affair data processing authority aiming at a government affair data platform;
the method comprises the following steps: the government affair data platform and the government affair data user checking terminal; the government affair data platform is provided with an intermediate library;
the government affair data platform acquires government affair data of each department and stores the government affair data to the intermediate library;
the intermediate library is provided with a data exchange port, the data exchange port receives an access request of a user, the identity authority of the user is verified through the safety control module, and after the user passes the verification, the data stored in the intermediate library is subjected to the operations of adding, deleting, modifying and checking;
the government affair data platform receives a government affair data query request uploaded by a government affair data processing terminal, wherein the government affair data query request carries government affair extraction information;
the government affair data processing terminal inquires intermediate database government affair data I, corresponding to the government affair extraction information, of which the similarity is larger than a preset similarity threshold value, in a government affair data platform;
updating the intermediate database government affair data I according to a government affair data updating request sent by a user to obtain intermediate database government affair data II;
generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and sending the updating summary information to a government affair data user checking terminal with authority aiming at a government affair data platform;
the checking, guiding, updating and feedback of the updating process in the government affair data platform are realized;
presetting preset government affair extraction information in a government affair data platform, creating associated mapping between the preset government affair extraction information and an intermediate library, inputting government affair extraction information during inquiry, matching the government affair extraction information, calling related intermediate library inquiry language to inquire according to the matched preset government affair extraction information to obtain intermediate library government affair data I, and when the intermediate library government affair data I contains a plurality of intermediate library government affair data I, arranging the plurality of intermediate library government affair data I from high to low according to the number of the previous calling times to extract the government affair data;
the method further comprises the following steps:
s201, receiving a government affair data query request uploaded by a government affair data user checking terminal by a government affair data platform, wherein the government affair data query request carries government affair extraction information;
s202, performing government affair feature processing on the government affair extraction information according to characters to obtain inquiry government affair keywords of government affair features;
s203, acquiring the associated government affair keywords of each inquiry government affair keyword according to the inquiry government affair keyword and the intra-language association relationship of the language of the inquiry government affair keyword in the intermediate library, wherein the associated government affair keywords comprise at least one of synonyms, near-synonyms, similar words and similar words;
s204, matching each preset government affair extraction information in the inquiry government affair intermediate library with inquiry government affair keywords and associated government affair keywords respectively, and extracting configuration government affair extraction information of which the similarity of the corresponding government affair extraction information of the government affair keywords is greater than a preset similarity threshold;
s205, the government affair data processing module combines at least one piece of matched government affair extraction information to obtain inquiry government affair extraction information or inquiry government affair extraction information phrases, obtains a middle base query language matched with the inquiry government affair extraction information or inquiry government affair extraction information phrases, and queries middle base government affair data I by executing the middle base query language in a government affair data platform;
s206, after acquiring a government affair data updating request sent by a government affair data user checking terminal, the government affair data platform performs government affair data updating authority verification on the user by utilizing a preset non-authority user list and a preset authority user list;
s207, after the government affair data updating authority check is judged to be passed, government affair features to be updated are determined according to the government affair data updating request, an updating government affair feature sequence corresponding to the government affair features to be updated is obtained, and government affair features in the government affair feature sequence are updated;
s208, the government affair data platform receives the update information uploaded by the government affair data user check terminal, performs government affair data update verification on the update information, and updates the intermediate database government affair data I according to the update information after the judgment and verification are passed to obtain intermediate database government affair data II;
s209, generating updating summary information according to the intermediate library government affair data I and the intermediate library government affair data II, and synchronously sending the updating summary information to a government affair data user checking terminal with preset government affair data processing authority aiming at a government affair data platform;
in the method, user identity information is matched with a general government affair processing terminal to determine whether a user is an unauthorized user list user, and if the user is the unauthorized user list user, a government affair data updating request can be directly refused; if the user is not the user without the authority user list, whether the user is the user with the authority user list needs to be further determined, if the user is the user with the authority user list, the intermediate library government affair data I can be updated according to a government affair data updating request sent by the user, and intermediate library government affair data II is obtained; if the user is not the user with the authority list, determining that the user does not have the authority for updating the government affair data, and rejecting the government affair data updating request;
in the method, when government affair data updating authority verification is carried out, whether a user is a user with an authority user list is judged, if the user is judged to be the user with the authority user list, the government affair data I in the intermediate database can be updated according to a government affair data updating request sent by the user, and government affair data II in the intermediate database is obtained; if the user is judged not to be the user with the authority list, the government affair data updating request can be directly refused, the user operation behaviors of all the users with the authority list in the authority list are monitored in real time, and when the user with the authority list is judged not to accord with the government affair data updating rule, the users with the authority list are removed from the authority list;
the government affair data cataloging module is used for cataloging the government affair data needing to be gathered to the intermediate library;
when the data source processing module sends non-real-time data with cataloguing information, the data are exchanged from the department theme base to the intermediate base, and the government affair data processing module synchronizes the data to the data repository; the system converges real-time government data through high concurrency;
the government affair data processing module configures government affair characteristics of each government affair data;
the government affair characteristics are used for classifying the government affair data and identifying the government affair characteristics of each government affair data; the system supports the inquiry of government affair data based on government affair characteristics and also realizes the addition, modification and deletion of the government affair characteristics;
the government affair data processing module is also used for acquiring government affair data marked as timeliness service government affair characteristics in the intermediate library; after the time-based service is over, deleting the government affair data from the intermediate library without storing the government affair data in the data repository;
in the method, a government affair data processing module deletes repeated parts in an intermediate library aiming at data with repeated problems;
cleaning the data with expired data aging in the data repository;
aiming at data which is not updated according to the requirement, sending a control instruction to a data source processing module of a data source to request to send an update data operation;
aiming at problem data with unreasonable update frequency setting, analyzing the update frequency of the data by year, month and day through business analysis, and displaying an analysis result;
the data circulation view monitoring module monitors the government affair data circulation process to realize dynamic monitoring in the government affair data circulation;
the data flow video monitoring module comprises: the system comprises an inter-department government affair data flow monitoring unit, an inter-system data flow monitoring unit and an inter-area data flow monitoring unit.
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