21st century is the era of high -speed development of science and technology，The application field of big data technology is continuously expanded，In the struggle between the construction of integrity and anti -corruption，Before engaging、Three stages of things to apply big data technical means to carry out work，You can provide it with a new idea，Find an effective breakthrough。

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For health，Common sense is "Prevention and more treatment"，This is also the case for the construction of a clean government and the struggle for anti -corruption。The construction of a clean government risk early warning mechanism is an important means for anti -corruption and integrity，It emphasizes anterior evaluation，Analyze and judge through all aspects that may cause corruption problems，Put forward preventive countermeasures，Effectively control and resolve the risk of clean government，greatly reduce the cost of anti -corruption。At present, my country's anti -corruption work focuses on establishing a punishment system after corruption，Insufficient early warning mechanism for pre -guidance，increased the cost of anti -corruption afterwards。

Early warning of integrity risk is mainly considered from two aspects: "to things" and "to people"。"Putting things" is to bet365 best casino games focus on whether there are vulnerabilities and possibilities in various links in the process of governance、The probability of incorrect wind problems, etc.。If large amount of funds appear, the use of large amounts、major personnel adjustment、When the procurement of large materials，Can track education in time、Reminder prevention。"To people", you must inspect whether the upcoming leading cadres and grassroots civil servants are suitable for government work。First, to understand the previous work status and performance trajectory of duties、Whether there are corruption behaviors, etc.; the second is to understand the characteristics of the parties，Risk -level evaluation，Perform further tests for people with higher risk levels、Education alert or adjust its proposed position。

Big data is highly respected，It is because it can summarize the rules from events or behaviors that occur often，Forecast future development trends。Data era is the era of predicting the future，"The most important thing in the entire data era，It is to achieve Zhuge Liang beforehand，There is a preventive mechanism "。For example，The website of Zhejiang Discipline Inspection Commission has reported，During the implementation of a project in Pingshui Town, Keqiao District, Shaoxing City，The amount of engineering exists、The unit price of the project and the total price of the project exceed the problem of the budget。The local party style and clean government Bet365 app download information supervision center captured this situation through big data，Talk about relevant personnel，Help them step on the brakes in time，Never made a bigger mistake。This fully reflects the role of big data in terms of corruption prevention.。

　　Interest: Integrity Supervision

The lack of supervision and restrictions of power is the source of power abuse，The essence of corruption is the abuse of public power。In today's world，It is difficult to achieve the expected effect by relying on the power of a single system to anti -corruption，Let other social subjects participate in the supervision of public power，It is an important guarantee for the construction of a clean government。Multi -subject supervision depends on government information disclosure，Disclosure of government information is conducive to the process of helping the main body of the social supervisor to truly understand the government decision -making and power operation，to effectively participate in supervision。Current，The participation of other social subjects on the construction of government clean government is far from enough，Insufficient information disclosure is one of the main reasons。

At present, the government information disclosure system established from top to bottom emphasizes government affairs openness，Including the transparency of the approval process、Financial operation Sunshine、Personnel selection and other information that must be publicized。The degree of information bet365 live casino games disclosure、Public time and authority for use are in the hands of the government，The information spread must be strictly reviewed and screened，The content of the published data has great limitations。Now，The degree of information disclosure often depends on the degree of technological development。Technical personnel can completely use the big data "network crawler" technology，The purpose and plan to automatically obtain various information related to public officials and their official behavior from the Internet，Including its network words and deeds、Flow of property funds and credit reporting。

Big data technology is applied to the construction of government clean government，It will effectively break the status quo of government monopoly information。Unified information disclosure system supplemented by big data technology to make information release and information dissemination more transparent，Information acquisition becomes more convenient。On the one hand，Help them not be able to obtain the required government information in conveniently without time and space，Publish your own point of view at any time，fully mobilized their enthusiasm for participating in the supervision of clean government; on the other hand，The warning role of anti -corruption work，Because big data can accurately collect information that many people do not care often，This reminds government staff at all levels to regulate their own words and deeds at all times，Clearing the boundary Bet365 lotto review with corruption，Make the construction of a clean government to a step to a step。

　　Afterwards: Integrity Evaluation

Corresponding to the early warning of the risk of integrity is the evaluation of the integrity government，As a post -after -to -event evaluation，Integrity evaluation is to evaluate the government's administrative behavior and the actual integrity of leading cadres，Timely adjust or correct the wrong decision or behavior，Discipline、illegal leading cadres in accordance with the law、Yi Ji gives party discipline、Political discipline or transfer to judicial organs for treatment，This also plays a vital role in the construction of a clean government。There are many ways to evaluate the government and their staff, especially leading cadres at all levels。For example: Some researchers believe that they can from the ability of clean government、Integrity and Germany、Number of diligence、Diligence quality and life style five aspects: integrity evaluation。Some aspects can be evaluated through quantitative indicators，Some must use qualitative indicators; some indicators are better to operate，Data acquisition is more convenient; some indicators have high complexity，The difficulty acquisition is also greater。In this case，Introduction to big data technology can solve some difficult problems。For example，The evaluation of the style of life includes the fairness and integrity and self -discipline of things。Qualified data is often used in these bet365 Play online games aspects，Can really be used for comparison quantitative data less，The results of the evaluation depends to a large extent on the psychology of the assessment staff、Emotional factors and academic perspectives，A large deviation caused by human factors。

Adjusted to big data ETL technology，is to draw through data、Convert、Load，It can effectively integrate all kinds of dispersion in the process of evaluation of the clean government、zero chaos、Data that is not uniform standard。The data evaluation data of the integrity is changed from "qualitative" to "quantity"，From "timing" to "real -time"，Easy to analyze、Treatment and application。other，You can also support the support of professional big data technology，Use dynamic monitoring、Multi -factor assessment、Group and individual analysis、Cross -verification and other methods，Multi -source、Quantitative analysis of non -structured data，Effectively solve the difficulty of evaluation information、Difficulty of qualitative data analysis，Realizing all aspects of the integrity construction overall evaluation，Ensure the accuracy and scientificity of the evaluation of the integrity。

　　(This article is the State Social Science Foundation Project "Big Data Age Government Integrity Evaluation and Early Warning Research")

(Author Unit: School of Social and Population, Nanjing University of Posts and Telecommunications)