The Research Of Network User Behavior Analysis Method Based On Spark

With the rapid development of the Internet,the amount of network user behavior data surged.On the one hand,the service providers need to analyze the behavior and interests of users to provide services that meet the needs of users to maximize profits,or by analyzing the behavior of users and their behavior characteristics to build a scientific decision support system;As for the network users themselves,after the analyzes of the user behavior,the targeted provision of information can greatly save the user time to obtain the required information.Therefore,more and more scholars pay more attention to the analysis of network user behavior.However,it makes the difficulty increase greatly from the view of network user behavior data acquisition and network user behavior analysis.To solve this problem,this paper conducts the following research on how to analyze the behavior of network users without comprehensive,rapid and accurate analysis under the background of the surge of network user behavior data.This paper analyzes the characteristics of network user behavior,the content and methods of network user behavior analysis,and summarizes the concept of network user behavior.It also classifies the network user behavior system and analyzes how real-time and accurate and obtains the network user behavior data,as well as the different algorithms applied in the network behavior analysis.This paper analyzes the characteristics of network user behavior,describes the contents and methods of network user behavior analysis,classifies the network user behavior system,and analyzes how to obtain network user behavior data in real-time under large data environment and apply it to Different Algorithms in Network User Behavior Analysis.This paperstudies the method of data acquisition of network user behavior,and propose a framework of network user behavior data collection.The mechanism of behavior data source collection is proposed,and the way of using remote agent is proposed to ensure the real-time acquisition of network user behavior data source,Which greatly improves the accuracy of data source access.This paper presents a method of analyzing user behaviors based on Spark,validates and evaluates the feasibility and validity of the proposed method of network user behavior analysis through performance test and case analysis.