Design And Development Of Internet Violation Advertising Monitoring System

Accompanying the increasing influence of the Internet,its advertisement has become the mainstream form,and the spread of illegal advertisement is also on the rising trend.For the supervision of advertising,the traditional monitoring program is to invest a large number of manpower searching to view related illegal advertisements.This kind of scheme has the problems of high cost,untimely monitoring,incompleteness and low accuracy.Therefore,in order to solve the above problems,a set of internet violation advertisement monitoring system was established.1.According to the requirements of users,the system has been analyzed,and the advertisement information can be collected 24 hours a day,the text content is statistically sorted,the advertisement text is displayed in the form of visualization such as charts,the important information is downloaded and saved,and the relevant personnel are notified in time.The system can greatly improve the decision-making processing ability of relevant departments.2.According to the requirements to design works to implement the following parts of the work: Analyzed the whole business processes and its requirements;The overall architecture of the system was designed,as well as specific analysis and detailed design of each function was implemented,specifically implemented the module design of report files,target management design,information management design,user management design,warning management and other modules in detail design;Fully realized the design of advertising information collection,information preprocessing,information statistical analysis,information retrieval,and other modules design and the implementation of programming of each module;The database of the system was designed in detail,and the components of each database and the interconnection between the database modules were analyzed.The user database,the illegal vocabulary,the website information database,the WeChat management database,the special report database,web page information database,early warning information and other modules were specifically designed.3.This thesis studies web's crawler,Chinese word segmentation,text model,feature extraction,etc.,to preprocess with the collected data,and implements the code in this system.We use mutual information calculation,cosine similarity and other related technologies to construct the illegal vocabulary.The advertisement information is classified and identified by using feature extraction,LDA topic model,multi-pattern matching and other related methods.4.Based on the above research and analysis,the prototype system for Internet violation advertisement monitoring is designed.The system uses a four-tier architecture and uses the MVC architecture.The functions of the home page,monitoring tasks,data statistics,data collection,system settings,etc.are realized.Explaining the test and operation & maintenance of the system,and give the test environment of the system according to the specific requirements of the operating environment of the system.The overall functional test of the Internet violation advertising information was carried out,and the running test results met the requirements submitted by the user,and the system was able to operate smoothly.This thesis designs an Internet violation advertisement monitoring system for Internet advertising,realizes the intelligent processing,analysis and application of advertising information,improves the construction of the illegal vocabulary and the identification of violations,improves the recognition efficiency of illegal advertisements,and verifies the verification.Functional modules for the entire system.