CN114036918A

CN114036918A - Information analysis method, system, terminal device and storage medium

Info

Publication number: CN114036918A
Application number: CN202111337643.1A
Authority: CN
Inventors: 陈奕文; 熊雪; 刘晓棕; 王玮; 何斌; 陈曦; 马超; 王平; 周志健
Original assignee: China Merchants Bank Co Ltd
Current assignee: China Merchants Bank Co Ltd
Priority date: 2021-11-12
Filing date: 2021-11-12
Publication date: 2022-02-11

Abstract

The invention discloses an information analysis method, an information analysis system, terminal equipment and a storage medium. The method comprises the following steps: acquiring information of a preset field through a rear end and combining the information according to a preset standard to obtain a page card; displaying the page card at the front end; acquiring a user-defined template through a front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. The invention solves the problems of customized development report and long development period, realizes the fast generation of the self-defined report and improves the efficiency.

Description

Information analysis method, system, terminal device and storage medium

Technical Field

The present invention relates to the field of information technologies, and in particular, to an information analysis method, system, terminal device, and storage medium.

Background

When a customer manager makes a risk type report about a customer, firstly, basic information, risk information, association relation, risk signal, risk unified view, in-cargo, after-credit, finance, risk quantification and other dimensional information related to the customer are collected; the collected information is then made into a risk class report.

However, most information to be collected needs to be queried across systems, the difficulty of information collection is high, and the query process is long in time consumption; and the risk report needs customized development, and the development period is long. Therefore, the efficiency of generating a customized risk report is low, and it is necessary to provide an information analysis method to achieve the purpose of quickly generating a customized report.

Disclosure of Invention

The embodiment of the invention mainly aims to provide an information analysis method, an information analysis system, terminal equipment and a storage medium, and aims to solve the problems of customized development reports and long development period, realize the rapid generation of custom reports and improve the efficiency.

In order to achieve the above object, an embodiment of the present invention provides an information analysis method, where the information analysis method includes:

acquiring information of a preset field through the rear end and combining the information according to a preset standard to obtain a page card;

displaying the page card at the front end;

acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card;

and processing the page card through the front end according to the user-defined template to obtain a user-defined report.

Optionally, the step of processing the page card by the front end according to the user-defined template to obtain a user-defined report includes:

and processing the page card selected by the user through the front end according to the user-defined template, and/or acquiring corresponding data of each module through the front end according to the user-defined template to obtain the user-defined report.

Optionally, the back end includes a page component configuration management module, and the step of obtaining the page card by collecting information in the preset field and combining the information according to the preset standard by the back end includes:

acquiring information of the preset field through a preset algorithm and/or a preset interface, wherein the preset field information comprises real-time preset field information and non-real-time preset field information;

and combining the page component configuration management module according to the preset standard to obtain a page card.

Optionally, the step of obtaining the information of the preset field through a preset algorithm and/or a preset interface includes:

acquiring the real-time preset domain information through the preset interface; and/or

And acquiring the non-real-time preset field information through the preset algorithm.

Optionally, the back end includes an interface scheduling module, an online database, and an interface configuration management module, and the step of obtaining the page card by combining the page component configuration management module according to the preset standard includes:

acquiring a preset standard of interface management from the online database through the interface scheduling module;

scheduling the preset interface according to the preset standard of interface management to obtain a scheduling result and outputting the scheduling result to the interface configuration management module;

processing the information of the preset field and/or the information of the online database through the interface configuration management module to obtain first information;

outputting the first information through the interface configuration management module; and/or

Acquiring a preset standard of a page card from the first information through the page component configuration management module;

and processing the first information and/or the information of the preset field acquired through the preset algorithm according to the preset standard of the page card to obtain the page card.

Optionally, the step of acquiring the information of the preset field by the rear end and combining the information according to the preset standard to obtain the page card includes:

and processing the page card through the page component configuration management module to obtain a report and output the report.

Optionally, the information analysis method is applied to an information analysis system, the information analysis system includes a big data platform, and the step of obtaining the non-real-time preset domain information through the preset algorithm includes:

and storing the information of the preset field acquired by the preset algorithm into a database of the big data platform.

In addition, to achieve the above object, the present invention further provides an information analysis system, which includes a front end and a back end, and the information analysis system has modules including:

the data processing module is used for acquiring information of a preset field through the rear end and combining the information according to a preset standard to obtain a page card; displaying the page card at the front end;

the report generation module is used for acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report.

In addition, to achieve the above object, the present invention also provides a terminal device, including: a memory, a processor and an information analysis method stored on the memory and operable on the processor, the program of information analysis implementing the steps of the information analysis method as described above when executed by the processor.

Further, to achieve the above object, the present invention also provides a computer-readable storage medium having stored thereon a program for information analysis, which when executed by a processor, implements the steps of the information analysis method as described above.

According to the information analysis method, the information analysis system, the terminal device and the storage medium, the page card is obtained by collecting information of the preset field at the rear end and combining the information according to the preset standard; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the user-defined report is rapidly generated, and efficiency is improved.

Drawings

FIG. 1 is a schematic diagram of functional modules of a terminal device to which an information analysis apparatus of the present invention belongs;

FIG. 2 is a schematic flow chart of a first embodiment of an information analysis method according to the present invention;

FIG. 3 is a schematic diagram of a first detailed flow of obtaining a custom report through a front end in an embodiment of an information analysis method according to the present invention;

FIG. 4 is a schematic diagram of a first detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention;

FIG. 5 is a schematic diagram illustrating a second detailed process of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention;

FIG. 6 is a schematic diagram illustrating a third detailed process of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention;

FIG. 7 is a diagram illustrating a fourth detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention;

FIG. 8 is a schematic diagram illustrating a fifth detailed process for obtaining a page card through a back end according to an embodiment of the information analysis method of the present invention;

fig. 9 is a flowchart illustrating an information analysis method according to a second embodiment of the present invention.

The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.

Detailed Description

It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.

The main solution of the embodiment of the invention is as follows: acquiring information of a preset field through the rear end and combining the information according to a preset standard to obtain a page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the user-defined report is rapidly generated, and efficiency is improved.

The technical terms related to the embodiment of the invention are as follows:

URL: at www, each information resource has a uniform and unique address on the network, called a URL.

A PC terminal: the port which can be connected to the computer host in the network world is based on the interface system of the computer and is opposite to the mobile terminal.

And (4) national secret: namely a domestic cryptographic algorithm identified by the national crypto-authority.

http: the Hyper Text Transfer Protocol (http Protocol) is a stateless application layer Protocol based on request and response, and is usually based on a TCP/IP Protocol to transmit data, and is the most widely applied network Protocol on the internet, and all WWW files must comply with the standard.

HTTPS: HTTPS is a transport protocol for secure communication over a computer network, communicating via HTTP, establishing a full channel with SSL/TLS, encrypting packets. The primary purpose of HTTPS use is to provide authentication to the web server while protecting the privacy and integrity of the exchanged data.

DMZ: (isolated Zone) which is a buffer between the insecure system and the secure system to solve the problem that the access user of the external network cannot access the internal network server after installing the firewall. The buffer zone is located within a small network area between the enterprise internal network and the external network.

API: application Programming Interface (api) is a predefined Interface (e.g. function, HTTP Interface) or refers to a convention for linking different components of a software system. The API is used to provide a set of routines that applications and developers access based on certain software or hardware, and without accessing source code or understanding the details of the internal working mechanisms.

MySQL: MySQL is a relational database management system. Relational databases maintain data in different tables rather than placing all data in one large repository, which increases speed and flexibility. The SQL language used by MySQL is the most common standardized language for accessing databases. MySQL software adopts a double authorization policy, which is divided into a community version and a business version.

Redis: redis is a key-value storage system. Similar to Memcached, it supports relatively more stored value types, including string, list, set, zset, and hash. These data types all support push/pop, add/remove, and intersect union and difference, and richer operations, and these operations are all atomic. On this basis, redis supports various different ways of ordering. Like memcached, data is cached in memory to ensure efficiency. The difference is that the redis can periodically write updated data into a disk or write modification operation into an additional recording file, and master-slave synchronization is realized on the basis of the update.

Kafka: kafka is a high-throughput distributed publish-subscribe messaging system that can handle all the action flow data of a consumer in a web site. This action (web browsing, searching and other user actions) is a key factor in many social functions on modern networks. These data are typically addressed by handling logs and log aggregations due to throughput requirements. The purpose of Kafka is to unify online and offline message processing through the parallel loading mechanism of Hadoop, and also to provide real-time messages through clustering.

The CVM is a (Credit Risk Management System) Credit Risk Management System.

DPM is a (Data Program Management) small business financial DPM system.

Sftp: the secure File Transfer Protocol (sftp) is a network transport Protocol that provides a data stream connection, providing File access, Transfer, and management functions.

Spark: spark enables a memory distributed dataset that, in addition to being able to provide interactive queries, can also optimize the iterative workload. Spark is implemented in the Scala language, which uses Scala as its application framework. Unlike Hadoop, Spark and Scala can be tightly integrated, where Scala can manipulate distributed datasets as easily as manipulating local collection objects. Spark can be used to build large, low latency data analysis applications.

Flink: flink executes arbitrary streaming data programs in a data parallel and pipelined manner. While Flink's pipeline is running, the system can execute batch and stream handlers. In addition, the runtime of Flink itself supports the execution of iterative algorithms.

HBase: (Hadoop Database) is a distributed, column-oriented open source Database, which is a Database suitable for unstructured data storage. HBase is based on a column rather than a row based pattern. In addition, Pig and Hive also provide high-level language support for HBase, and Sqoop provides a convenient RDBMS data import function for HBase.

Phoenix: the method comprises the steps that an SQL layer is built on an HBase, Phoenix is completely written by java and serves as JDBC driver embedded in the HBase, a Phoenix query engine converts SQL query into one or more HBase scans (Scan) and arranges and executes the SQL query to generate a JDBC result set of a scalar spine; the HBase API coprocessor was used directly to customize the filter, on the order of milliseconds for simple queries and seconds for millions of rows.

In the daily life of a customer manager, when the customer manager analyzes the customer risk and expects to obtain a risk class report, firstly, the relevant basic information, risk information, incidence relation, risk signal, risk unified view, goods in stock, after loan, financial affairs, risk quantification and other dimension information of the customer need to be collected; the collected information is then converted into a risk class report.

However, when a customer manager queries information, due to information dispersion and a plurality of risk line systems, repeated switching among a plurality of service systems is often required, the difficulty of information collection is high, and the query process is long in time consumption; and the acquired information is converted into a risk report, and the risk report needs to be formulated and developed, so that the development period is long, and the efficiency is low.

The invention provides a solution, which solves the problem that business personnel can not quickly form a special risk report aiming at a target customer from massive risk information, realizes the omnibearing integration of the existing indoor and outdoor risk data information, and intensively displays the risk condition of the customer; the holographic file is automatically generated in a reporting mode, and a user can self-define a key to form a risk report according to actual conditions, so that unnecessary information browsing is reduced, the working efficiency of business personnel is improved, and the risk line personnel can use and look up the risk report conveniently.

Specifically, referring to fig. 1, fig. 1 is a functional module schematic diagram of a terminal device to which the information analysis apparatus of the present invention belongs. The information analysis device can be a device which is independent of the terminal equipment, can process pictures and train network models, and can be borne on the terminal equipment in a hardware or software mode. The terminal device can be an intelligent mobile terminal with a data processing function, such as a mobile phone and a tablet personal computer, and can also be a fixed terminal device or a server with a data processing function.

In this embodiment, the terminal device to which the information analysis apparatus belongs at least includes an output module 110, a processor 120, a memory 130, and a communication module 140.

The memory 130 stores an operation method and an information analysis program, and the information analysis device can collect relevant information, process the collected information, and store the processed information in the memory 130; the output module 110 may be a display screen or the like. The communication module 140 may include a WIFI module, a mobile communication module, a bluetooth module, and the like, and communicates with an external device or a server through the communication module 140.

Wherein the information analysis program in the memory 130, when executed by the processor, implements the steps of:

displaying the page card at the front end;

Further, the information analysis program in the memory 130, when executed by the processor, further implements the steps of:

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the user-defined report is rapidly generated, and efficiency is improved.

Based on the above terminal device architecture but not limited to the above architecture, embodiments of the method of the present invention are presented.

Referring to fig. 2, fig. 2 is a flowchart illustrating an information analysis method according to a first embodiment of the present invention. The information analysis method is applied to an information analysis system, and the information analysis system comprises a front end and a back end. The information analysis method comprises the following steps:

and S101, acquiring information of a preset field through the rear end and combining the information according to a preset standard to obtain a page card.

The execution subject of the method of this embodiment may be an information analysis device, or may also be an information analysis terminal device or a server, and this embodiment is exemplified by a risk data information analysis device, which may be integrated on a terminal device such as a smart phone, a tablet computer, etc. having a data processing function.

According to the scheme, the risk information is mainly analyzed, the information in the preset field is collected through the rear end and combined according to the preset standard, and the page card is obtained.

The system architecture related to the information analysis method of the embodiment includes a front end and a back end.

Further, the system related to the information analysis method of the present embodiment is configured with a PC port portal.

If the existing system needs to introduce the page of the system but does not have the entrance of the system, the system can generate the entrance page of the signature verification URL calling system through the encryption of the national secret, and the page of the system can be introduced into the existing system, wherein the page of the system comprises a holographic archive home page or a holographic archive report.

Further, in this embodiment, the front end and the back end adopt a separate mode for development and deployment, the service component of the front end is deployed in the DMZ zone, the service component of the back end is deployed in the service network zone, and the front end and the back end perform data interaction through an HTTPS protocol.

The API service component of the back end is deployed in a service network area, and a service request sent by the front end carries out data interaction with the back end through an HTTPS protocol; and the service request sent by the back end carries out data interaction with the front end through an HTTPS protocol.

Further, the preset field is a field to which information included in a report that a user desires to obtain belongs, and the preset field includes: financial field, etc.

The information of the preset domain includes: financial information, inline information, offline information, inline customer base information.

In order to improve the operation efficiency of each module at the rear end, certain parameters are set to standardize the operation of each module at the rear end, the parameters are used as preset standards, and the specific parameters are set according to actual conditions.

Specifically, in this embodiment, first, information of a preset domain is collected through a back end, where the information of the preset domain includes: remittance, tax return, running water, credit investigation, settlement information, inline customer basic information, offline information, financial information, CVM inline risk information, financial market blocks, risk quantification, and the like; the information of the preset field can be expanded according to the actual situation.

Then, combining the collected information of the preset fields according to preset standards to obtain page cards, and storing the ID of each page card at the back end, wherein each page card has the ID thereof.

Therefore, the back end comprehensively integrates the internal and external risk information data, and the acquired risk data are classified, integrated, calculated and stored in a centralized manner; and the back end forms visual information cards by the aid of modularization of the in-line and out-of-line dimensionality risk information data, users can select the required information cards according to specific scenes, report templates are customized online, report services are generated by one key, and efficiency is improved.

And S102, displaying the page card at the front end.

As an implementation manner, in this embodiment, the page card is output to the front end, and the front end displays the page card on a corresponding page for the user to select, where the page card output from the rear end is used as the holographic file.

As another implementation manner, in this embodiment, the ID of the page card is output to the front end, and the front end displays the ID of the page card in the corresponding type name for the user to select, where the ID of the page card is consistent with the attribution type of the corresponding type name, and the page card output from the rear end is used as the holographic file.

Therefore, the page card is displayed at the front end, so that the intra-row and extra-row risk data information can be displayed in a centralized manner, and the user can conveniently use and look up the page card.

And step S103, obtaining a user-defined template through the front end, wherein the user-defined template is set based on the page card.

As an implementation manner, in this embodiment, the front end includes a template of system settings; the user can select the required page card according to the actual requirement of the user and store the page card into the template; when the user selects the page cards, the page cards can be sorted.

Further, the report of the enterprise which the user wants to inquire can be obtained through the front end.

Therefore, the user can select the required information card according to the specific scene and customize the report template on line, unnecessary information browsing is reduced, and the working efficiency of business personnel is improved.

And step S104, processing the page card through the front end according to the user-defined template to obtain a user-defined report.

In this embodiment, the front end processes the page card according to the user-defined template to obtain a user-defined report, and the user-defined report is used as a holographic archive report.

As an implementation manner, in this embodiment, the front end dynamically assembles a corresponding page card according to a user-defined template, obtains corresponding data, thereby obtaining a user-defined report, and uses the user-defined report as a holographic archive report; and the front end performs lazy loading on the page cards according to the selected class names of the page cards, wherein the class names of the page cards correspond to the IDs of the page cards.

As another embodiment, in this embodiment, the front end dynamically assembles corresponding page cards according to a custom template stored in history, and obtains corresponding data, thereby obtaining a custom report, and using the custom report as a holographic archive report; and the front end performs lazy loading on the page cards according to the selected class names of the page cards, wherein the class names of the page cards correspond to the IDs of the page cards.

As another implementation, in this embodiment, the front end dynamically assembles corresponding page cards according to a template set by the system, and obtains corresponding data, thereby forming a report, and using the custom report as a holographic archive report; and the front end performs lazy loading on the page cards according to the selected class names of the page cards, wherein the class names of the page cards correspond to the IDs of the page cards.

Therefore, the front end automatically acquires the data of each module and dynamically assembles the selected page card according to the card template selected by the user, so that a client report is formed, and the effects of quick response and delivery are achieved.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problems of customized development reports and long development period are solved, visual information cards are formed by assembling the risk information data of the dimensions inside and outside the line, and a user can select the required information card according to a specific scene and customize a report template on line; the system automatically acquires the data of each module according to the card template selected by the user, dynamically assembles the selected card to form a client report, achieves the effects of quick response and delivery, and improves the efficiency.

Referring to fig. 3, fig. 3 is a schematic diagram illustrating a first detailed flow of obtaining a custom report through a front end in an embodiment of the information analysis method of the present invention. Based on the embodiment shown in fig. 2, in the present embodiment, step S104: processing the page card through the front end according to the user-defined template to obtain a user-defined report, wherein the user-defined report comprises:

step S1041, processing the page card selected by the user according to the user-defined template through the front end, and/or obtaining data corresponding to each module according to the user-defined template through the front end, so as to obtain the user-defined report.

In this embodiment, the page card output from the back end is used as a holographic file, and the page where the holographic file is located provides functions of information integration, data calculation processing, report layout customization, page generation, and the like.

As an implementation manner, in this embodiment, the front end automatically obtains data of each module according to a user-defined template, and/or dynamically assembles a corresponding page card, so as to obtain a user-defined report, wherein the front end performs lazy loading on the page card according to a class name of each selected page card, and the class name of the page card corresponds to an ID of the page card.

As another implementation manner, in this embodiment, the front end automatically obtains data of each module according to a custom template stored in history, and/or dynamically assembles a corresponding page card, so as to obtain a custom report, wherein the front end performs lazy loading on the page card according to the class name of each selected page card, and the class name of the page card corresponds to the ID of the page card.

As another implementation manner, in this embodiment, the front end automatically obtains data of each module according to a template set by the system, and/or dynamically assembles a corresponding page card, so as to form a report, where the front end performs lazy loading on the page card according to a class name of each selected page card, and the class name of the page card corresponds to an ID of the page card.

Therefore, the front end automatically acquires the data of each module and dynamically assembles the selected page card according to the card template selected by the user, thereby forming a client report; and the report does not need to be repeatedly developed, and can be output as long as the card assembly is selected, so that the effects of quick response and delivery are achieved. One page card can be used in a plurality of scenes, so that the reusability of the page card is enhanced.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the data of each module is automatically acquired according to the card template selected by a user, and the selected page card is dynamically assembled, so that a customer report is formed, the effects of quick response and delivery are achieved, and the efficiency is improved.

Referring to fig. 4, fig. 4 is a schematic diagram illustrating a first detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention. Based on the embodiment shown in fig. 2, in this embodiment, the information analysis method is applied to an information analysis system, where the information analysis system includes a page component configuration management module and an online database, and step S101: through the information in the preset field is gathered to the rear end and is combined according to the preset standard, and the page card is obtained and includes:

step S1011, acquiring information of the preset field through a preset algorithm and/or a preset interface, wherein the preset field information comprises real-time preset field information and non-real-time preset field information;

the system architecture related to the information analysis method of the embodiment comprises a front end and a back end, wherein the back end comprises a page component configuration management module and an online database; the page component configuration management module can process the acquired information according to a preset standard to obtain a corresponding page card; the online database contains configuration parameters of each back-end module, and the parameters are used as preset standards, so that the operation efficiency of each back-end module is improved.

The preset algorithm comprises Sftp and Kafka, wherein the non-real-time preset domain information is the preset domain information acquired through the Sftp and the Kafka.

The real-time preset domain information is preset domain information acquired through a preset interface.

As an implementation manner, in this embodiment, the non-real-time preset domain information is obtained through a preset algorithm Sftp, Kafka, and the real-time preset domain information is obtained through a preset interface, where the information of the preset domain includes: remittance, tax return, running water, credit investigation, settlement information, inline customer basic information, offline information, financial information, CVM inline risk information, financial market segments, risk quantification, and the like.

Therefore, the indoor and outdoor risk information data are comprehensively integrated through different data acquisition modes, and different scenes and service requirements are met.

Step S1012, combining the page component configuration management modules according to the preset standard to obtain a page card.

In this embodiment, the back end includes a page component configuration management module; the page component configuration management module can process the acquired information according to a preset standard to obtain a corresponding page card.

As an implementation manner, in this embodiment, first, the page component configuration management module obtains configuration information of a preset standard; and then, the page component configuration management module processes the information in the preset field according to the configuration information of the preset standard to obtain a page card, wherein the processing content comprises classification and the like.

Therefore, the intra-line and extra-line dimension risk information data form a visual information card through modularization, a user can conveniently select information, a user-defined report can be quickly generated, and the efficiency is improved.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. Through the mode, the problems of customized development reports and long development period are solved, the internal and external risk information data are comprehensively integrated by adopting different data acquisition modes, different scenes and service requirements are met, the custom reports are quickly generated, and the efficiency is improved.

Referring to fig. 5, fig. 5 is a schematic diagram illustrating a second detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method of the present invention. Based on the embodiment shown in fig. 4 described above, in the present embodiment, step S1011: acquiring the information of the preset field through a preset algorithm and/or a preset interface, wherein the preset field information comprises real-time preset field information, and the step of non-real-time preset field information comprises the following steps:

step S10111, acquiring the real-time preset domain information through the preset interface; and/or

In this embodiment, the preset interface includes interfaces such as API, and the real-time preset domain information includes: credit investigation, off-line information, financial information, CVM on-line risk information, financial market blocks, risk quantification and other information; the real-time preset field information can be expanded according to actual conditions, and the Phoenix connection mode is introduced into the interface engineering.

As an embodiment, in this embodiment, preset domain information is obtained in real time through an API and output, where the preset domain information obtained through the API is used as the real-time preset domain information, and the real-time preset domain information includes: credit investigation, off-line information, financial information, CVM on-line risk information, financial market blocks, risk quantification and other information; the real-time preset field information can be expanded according to actual conditions.

Therefore, a Phoenix connection mode is introduced through interface engineering, the support that a traditional relational database is needed for data acquisition is broken, and the efficiency is improved.

And step S10112, acquiring the non-real-time preset domain information through the preset algorithm.

In this embodiment, the preset algorithm includes Sftp, Kafka, and other algorithms; the method comprises the steps that information of a preset field is obtained through Sftp, and 1 day of delay exists when the information of the preset field is output; the information of the preset field is obtained through Kafka, and certain delay exists when the information of the preset field is output, wherein the delay time is less than 1 day.

The non-real-time preset domain information comprises: remittance, tax return, running water, credit investigation, settlement information, inline customer basic information, offline information, financial information, CVM inline risk information, financial market blocks, risk quantification, and the like; the information of the non-real-time preset field can be expanded according to actual conditions.

As an implementation manner, in this embodiment, the information of the preset domain is obtained through Sftp, and there is a delay of 1 day when the information of the preset domain is output, where the obtaining of the information of the preset domain through Sftp includes: remittance, tax return, credit collection, settlement information, inline customer basic information and the like.

The information of the preset field is acquired through Kafka, and a certain delay exists when the information of the preset field is output, wherein the acquiring of the information of the preset field through Sftp comprises the following steps: off-line information, etc.

Therefore, different data access modes are adopted, different scenes and service requirements are met, and efficiency is improved.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problems of customized development reports and long development period are solved, different data access modes are adopted, different scenes and service requirements are met, custom reports can be generated quickly, and efficiency is improved.

Referring to fig. 6, fig. 6 is a schematic diagram illustrating a third detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method according to the present invention. Based on the above-mentioned embodiment shown in fig. 4, in this embodiment, the information analysis system includes an interface scheduling module, an online database, and an interface configuration management module, and step S1012: combining the page component configuration management module according to the preset standard to obtain a page card, wherein the page card comprises:

step S10121, acquiring a preset standard of interface management from the online database through the interface scheduling module;

step S10122, the preset interface is scheduled according to the preset standard of the interface management, and a scheduling result is obtained and is input to the interface configuration management module.

The system architecture related to the information analysis method of the embodiment comprises a front end and a back end, wherein the back end comprises an interface scheduling module, an online database and an interface configuration management module; the interface scheduling module can schedule a preset interface according to a preset standard; the online database comprises configuration parameters of each back-end module, the parameters are used as preset standards, so that the operation efficiency of each back-end module is improved, and the interface configuration management module comprises a processing result after interface scheduling processing.

As an implementation manner, in this embodiment, first, the interface scheduling module obtains configuration parameters of the interface scheduling module included in the online database; then, scheduling the preset interfaces according to the configuration parameters of the interface scheduling module contained in the online database, scheduling part or all of the preset interfaces, and outputting the scheduled part or all of the preset interfaces to the interface configuration management module.

Step S10123, processing the information of the preset field and/or the information of the online database through the interface configuration management module to obtain first information.

As an implementation manner, in this embodiment, the interface configuration management module processes information of a preset domain and/or information of an online database, which is acquired by a preset interface, to obtain first information.

The preset domain information acquired by the preset interface is real-time preset domain information, and the processing content comprises screening and classification.

Step S10124, outputting the first information through the interface configuration management module; and/or

As an implementation manner, in this embodiment, the first information is subjected to data interaction with a risk portal, a CVM, a DPM, or a risk engine service system through http.

Step S10125, acquiring a preset standard of a page card from the first information through the page component configuration management module;

step S10126, processing the first information and/or the information of the preset field obtained through the preset algorithm according to a preset standard of the page card, and obtaining the page card.

As an implementation manner, in this embodiment, first, the page component configuration management module obtains configuration parameters of a page card included in the online database; and then, processing the information of the first preset field and/or the information of the preset field acquired through the preset algorithm according to the configuration parameters of the page card contained in the online database to obtain the page card.

Therefore, the page card is obtained through the page component configuration management module and can be reused, and therefore efficiency is improved.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problems of customized development reports and long development period are solved, the utilization rate of data is improved, the user-defined reports can be generated quickly, and the efficiency is improved.

Referring to fig. 7, fig. 7 is a schematic diagram illustrating a fourth detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method according to the present invention. Based on the embodiment shown in fig. 2 described above, in the present embodiment, step S101: through the information in the preset field is gathered to the rear end and is combined according to the preset standard, the step of obtaining the page card comprises the following steps:

and step S105, processing the page card through the page component configuration management module to obtain a report and output the report.

As an implementation manner, in this embodiment, first, the page component configuration management module obtains configuration parameters of the page component configuration management module included in the online database; then, according to the configuration parameters of the page component configuration management module contained in the online database, the page card is configured and assembled to obtain a report; finally, the report is subjected to data interaction with a risk portal, a CVM, a DPM or a risk engine service system and other systems through http; the report comprises a risk report, a credit report and the like.

As an implementation manner, in this embodiment, first, the page component configuration management module obtains configuration parameters of the page component configuration management module included in the online database; then, classifying and combining the information of the preset field and/or the information of the first preset field acquired by the preset algorithm according to the configuration parameters of the page component configuration management module contained in the online database to obtain a report; finally, the report is subjected to data interaction with a risk portal, a CVM, a DPM or a risk engine service system and other systems through http; the report comprises a risk report, a credit report and the like.

Therefore, reports such as risk reports, credit reports and the like can be output, the utilization rate of data is improved, custom reports can be generated quickly, and efficiency is improved.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the reports such as a risk report and a credit report can be output, the utilization rate of data is improved, a user-defined report can be generated quickly, and efficiency is improved.

Referring to fig. 8, fig. 8 is a schematic diagram illustrating a fifth detailed flow of obtaining a page card through a back end in an embodiment of the information analysis method according to the present invention. Based on the embodiment shown in fig. 5, in this embodiment, the information analysis method is applied to an information analysis system, where the information analysis system includes a big data platform, and step 10112: the step of obtaining the non-real-time preset domain information through the preset algorithm comprises the following steps:

step 10113: and storing the information of the preset field acquired by the preset algorithm into a database of the big data platform.

As an implementation manner, a system architecture related to the information analysis method of this embodiment includes a front end and a back end, and the back end includes a big data platform, where a database of the big data platform includes: HBASE, Spark/Flink streaming programs and the like.

Specifically, in this embodiment, the information of the preset domain acquired by the preset algorithm is stored in the database of the big data platform, where the database of the big data platform includes: HBASE, Spark/Flink streaming programs and the like.

According to the scheme, the information of the preset field is collected through the rear end and combined according to the preset standard to obtain the page card; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. Through the mode, the problem that a customized development report is long in development period is solved, the one-stop risk report service system is built, the custom report is generated quickly, the efficiency is improved, and a customer manager is helped to enable the customer manager in daily work.

Referring to fig. 9, fig. 9 is a flowchart illustrating an information analysis method according to a second embodiment of the present invention.

In this embodiment, the system architecture related to the information analysis method of this embodiment includes a front end and a back end. The back end comprises a page component configuration management module, an interface scheduling module, a big data platform and an online database (online Mysql).

First, information of a preset domain is collected through a secure file transfer protocol (Sftp), Kafka, Application Program Interface (API), wherein the information of the preset domain includes: remittance, tax return, running water, credit investigation, settlement information, in-line customer basic information, out-of-line information, financial information, in-line risk information, financial market block, risk quantification, etc.; the services already provided are docked, the services still under development are undocked, no specific limitation is made, and the information in the preset field can be expanded according to actual conditions.

The information of the preset field collected by the secure file transfer protocol can be sent with a delay of 1 day; the information of the preset field acquired by Kafka can be transmitted with a delay of less than one day; and transmitting the information of the preset field acquired through the application program interface in real time.

And secondly, storing the information of the preset field acquired by the security file transfer protocol and the Kafka into a database of the big data platform, wherein the database of the big data platform comprises HBASE and Spark/flash stream programs. And/or

And transmitting the information of the preset field acquired by the security file transfer protocol and the Kafka to an interface configuration management module. And/or

And transmitting the information of the preset field collected by the security file transmission protocol and the Kafka to a page component configuration management module.

And thirdly, the interface scheduling is adjusted through the configuration parameters of the online database, the application program interface is processed, the obtained interface is input into the interface configuration management module, and meanwhile, the information of the online database and the preset field acquired through the application program interface is transmitted to the interface configuration management module, wherein the Phoenix connection mode is introduced into the interface engineering.

Further, the interface configuration management module adjusts the configuration parameters of the online database, processes the information of the preset field acquired through the security file transmission protocol and/or Kafka and/or the application program interface and/or the information of the online database, and outputs the processed information to the page component configuration management module. And/or

Further, the interface configuration management module adjusts the configuration parameters of the online database, processes the information of the preset field acquired through the security file transmission protocol and/or Kafka and/or the application program interface and/or the information of the online database, and performs data interaction on the processed information and a risk engine service system such as a risk portal and the like through a risk engine gateway.

Further, the page component configuration management module adjusts the configuration parameters of the online database, processes the information of the preset field acquired through the security file transmission protocol and/or Kafka and/or the application program interface, and/or the information of the online database to obtain a plurality of page cards, wherein the page cards comprise ten map management relations.

And finally, adjusting the configuration parameters of the online database by the page component configuration management module, configuring and assembling a plurality of page cards into different reports, and performing data interaction on the reports through a risk engine service system such as http and a risk portal.

Therefore, three data access modes are adopted, different scenes and service requirements are met, the Phoenix connection mode is introduced into the interface engineering, the support that a traditional relational database is needed for data acquisition is broken, and the efficiency is improved.

In addition, an embodiment of the present invention further provides an information analysis system, where the information analysis system includes:

For the principle and implementation process of implementing information analysis in this embodiment, please refer to the above embodiments, which are not described herein again.

In addition, an embodiment of the present invention further provides a terminal device, where the terminal device includes a memory, a processor, and an information analysis program that is stored in the memory and is executable on the processor, and the information analysis program implements the steps of the information analysis method described above when executed by the processor.

Since the information analysis program is executed by the processor, all technical solutions of all the foregoing embodiments are adopted, so that at least all the beneficial effects brought by all the technical solutions of all the foregoing embodiments are achieved, and details are not repeated herein.

Furthermore, an embodiment of the present invention further provides a computer-readable storage medium, where an information analysis program is stored on the computer-readable storage medium, and when the information analysis program is executed by a processor, the information analysis program implements the steps of the information analysis method described above.

Compared with the prior art, the information analysis method, the information analysis system, the terminal device and the storage medium provided by the invention have the advantages that the page card is obtained by collecting the information in the preset field through the back end and combining the information according to the preset standard; displaying the page card at the front end; acquiring a user-defined template through the front end, wherein the user-defined template is set based on the page card; and processing the page card through the front end according to the user-defined template to obtain a user-defined report. By the mode, the problem that a customized development report is long in development period is solved, the user-defined report is rapidly generated, and efficiency is improved.

It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or method that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or method. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or method that comprises the element.

The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.

Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, a controlled terminal, or a network device) to execute the method of each embodiment of the present invention.

The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.

Claims

1. An information analysis method, wherein the information analysis method is applied to an information analysis system, the information analysis system comprises a front end and a back end, and the method comprises the following steps:

displaying the page card at the front end;

2. The information analysis method of claim 1, wherein the step of processing the page card by the front end according to the user-defined template to obtain a user-defined report comprises:

3. The information analysis method of claim 1, wherein the backend comprises: the page component configuration management module is used for acquiring information of a preset field through the rear end and combining the information according to a preset standard to obtain a page card, and the page card comprises the following steps:

4. The information analysis method according to claim 3, wherein the step of obtaining the information of the preset domain through a preset algorithm and/or a preset interface comprises:

5. The information analysis method according to claim 3, wherein the back end includes an interface scheduling module, an online database, and an interface configuration management module, and the step of obtaining the page card by combining the page component configuration management module according to the preset standard includes:

6. The information analysis method according to claim 1, wherein the step of acquiring information of a preset field by the back end and combining the information according to a preset standard to obtain a page card comprises the following steps:

7. The information analysis method according to claim 4, wherein the information analysis method is applied to an information analysis system, the information analysis system comprises a big data platform, and the step of obtaining the non-real-time preset domain information through the preset algorithm comprises the following steps:

8. An information analysis system, comprising a front end and a back end, the information analysis system further comprising:

9. A terminal device characterized by comprising a memory, a processor, and an information analysis method stored on the memory and executable on the processor, the program of information analysis implementing the steps of the information analysis method according to any one of claims 1 to 7 when executed by the processor.

10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a program for information analysis, which when executed by a processor, implements the steps of the information analysis method according to any one of claims 1 to 7.