Design And Implementation Of Website User Search Data Operation And Analysis System

As our country’s basic cloud service market(especially the public cloud market)has ushered in large-scale growth in recent years,various cloud service vendors have continuously improved their strategic position in cloud business.In addition,more and more traditional industries also have demand for cloud services,leading to cloud services.The user scale of the service has shown explosive growth.Cloud service vendors urgently need a system to help understand users’ concerns in products and ser-vices.Search data operation analysis is an important means for current cloud service vendors to achieve refined operations.It collects and analyzes the log data generated by users searching for products on the company’s official website to identify potential users,and on this basis,realize the accurate delivery of cloud service products.Previ-ously,Internet companies in the industry preferred to improve search recommendation algorithms,but ignored the operational analysis of user search data.In response to this problem,major Internet companies have begun to realize the importance of user search data operation analysis,and have successively developed user search data operation analysis systems.The user search data operation management system aims at improving the user’s search experience,facilitating the operation and management personnel to formulate operation strategies and accurately recommend the service products required by the users.First,the system needs to obtain the user’s daily search data,then based on the user’s search data,calculate the search index of the above data,and finally display the processed search data in the front-end to the management and operation personnel in the form of a chart.The system is divided into three modules: basic management module,search op-eration module and timing task module.This thesis elaborates on the requirements analysis,design and implementation of each module.Among them,the basic manage-ment module manages user search content,including sub-module management such as thesaurus,card,and direct.The search operation module mainly conducts statistics,analysis and calculations for user search data.The operation staff finds operation prob-lems through the processed data,analyzes the reasons,and formulates solutions.The timing task module realizes the function of task automatic execution.This system is based on the company’s internal Cloud Service Engine(CSE)microservice develop-ment framework for development and design,and integrates the Spring Boot back-end development framework.In terms of data storage,Elastic Search and My SQL databases are used for data storage.The front-end data visualization part mainly uses Echarts components.The system is deployed on HUAWEI cloud servers and uses Docker con-tainers to package and deploy services.At present,the user search data operation platform has been launched in the com-pany,and management and operation personnel can log in to the account through a browser to use it.Through this system,operators can understand user search habits and the click-through rate generated by user search products,and formulate real-time operation strategies to improve user search experience.