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The Application And Research Of Web Log Mining Technology In The Spiritual Home Website

Posted on:2014-04-22Degree:MasterType:Thesis
Country:ChinaCandidate:M LiFull Text:PDF
GTID:2268330401974931Subject:Education Technology
Abstract/Summary:PDF Full Text Request
As the rapid development of today’s society and the following of competition and pressure,people’s psychological pressure increases. There is an urgent need to troubleshoot their own inner anguish,while, there are limitations of the various aspects in traditional psychological counseling, and the rapiddevelopment of the Internet appears, network psychological consultation emerged as a new kind ofpsychological consultation model is being welcomed by more and more people, and also gets more andmore researchers’ attentions.This paper discusses the network psychological consultation is an effective complement totraditional psychological consultation by analyzing the current development situation and the necessity ofthe study of the network psychological consultation. The research object is college students innovationexperiment program "College Students’ Spiritual Home" website, in the research process, the design ismainly based on Web log mining and association rule technology, combining Java and other Webproduction technology to achieve each function. Through research and comparison we found that:Generally, the traditional network psychological counseling studies solve the issues raised by visitorsstatically, can not find content of interest to the users intelligently, and visitors’ relationship are veryunstable. To solve these problems, the system will give improved methods and solutions, the system canfind the relationship between pages browsing by users by data pre-processing and association mining of thelog file. It can not only achieve the website real-time interaction, but also it can Intelligent understand thecontents of the users’ interest through the users’ access; and the system can focus on the users, which needpsychological consultation and without leaving accurate information. This article mainly includes thefollowing contents:1. Investigate and analyze the current research of network psychological consultation, discussesthe importance of network psychological consultation on the university network psychological consultationdevelopment and university students’ mental health education by integrating the project "College Students’Spiritual Home" website; and summarize the theoretical basis of the study, lay the theoretical foundationfor the later research. 2. Analyze data preprocessing of Web log mining process. It does acquired log data sourcemining, gives Web log mining process, uses the association rules for pattern discovery and pattern analysisto find hidden user browsing patterns and frequent accessing session modes. All of these can help us toachieve the goals that to understand web page access and the contents users may be interested in..3. Build the system architecture and function modules, give the system design, use thedevelopment tools to achieve functions one by one. The establishment of the Web log mining system canhelp to query, analyze each user’s action, and understand information that the user access promptly, theSpiritual Home Website we designed can provide intelligent psychological consultation services for visitingstudents.
Keywords/Search Tags:Network Psychological Consultation, Web Log Mining, Association Rule, the SpiritualHome Website
PDF Full Text Request
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