Design And Implementation Of User Data Mining And Analysis System For Music Portal

In the era of big data,the algorithm of making good use of user data of music portal,building a large of data ecosystem,innovating business model with the orientation of the user experience,has become a new hotspot of portal operation system.In this paper,the main work is to design a data analysis system which is based on the music portal user behavior.Firstly,we make a detailed analysis of the functional requirements and technical requirements of the system and design the overall technical architecture of the system,dividing the system into the source data layer,data integration,data storage layer,platform,application layer,function instance,and system access layer and so on.Every level provides a unified system monitoring management and metadata management functions.Corresponding to this,the categories of realization of the system consist of metadata management,statistical analysis,mining analysis,business monitoring,system management,website data fetching and announcement system,and system monitor management.The completion of files transfer system is based on ESB bus.From the function,the system is mainly consisted of the statistical analysis,customer analysis,content analysis,user database analysis,business recommendation,settlement management,rights management of function modules.Depending on deployment level,the resources which require the deployment of the system mainly includes the computing resources and storage resources.The main server configuration in computing resources includes the WEB server and the portal server,application server,ETL,report server and database server.With the completed of the system,we can realize the system function and the improvement of operation efficiency,bringing a greater efficiency for music portal business management,analysis and marketing work.Through the unified portal,we can provide optional data template for service support and build a comprehensive system which is consisted of business analysis,integrated management,auditing and analysis function into an organic whole.By conducting a comprehensive analysis of the music business,customer behavior analysis,and a business exception audit,we understand the user's behavior characteristics comprehensively,and provide stronger support for business operations.