Learning Resource Repository Personalized Web-based Data Mining, Information Retrieval Research

With the internet and education gradually fusion, the network education has become the new growth Point of education development and Primary developing trend of modem education technology. There are many Problems incurrent network education, such as singularity teaching mode, educational resources tacking simply, low intelligentzed level etc. But different student has different learning capability, Personal interest, Personal learning foundation and struggling level. Contradiction grows up between distance education and Personal demand of student.Based on national distance education standard (CELTS) and Web data mining, this Paper mainly deals with using in network education. Its main work includes:1. Analyzed the status of network education resources database, and personalized service.2. Researched the network education resources database. Analyzed its system structure and basic function, explained the current situation and development way.3. Analyzed Web data mine technology. Explain Web content mine, Web structure mine, Web use mine, at the end proposed how to realize recommendation method solely.4. Analyzed how to structure Personal. Discussed the principle and method of how to structure ISMTR model. Include pick-up and adjust user's interest, establish the user model, filtration the education resources, establish the system structure of Personal education resources database.5. Researched the key technology of Personal searches, include how to use search engine optimize search result, how to defmitude user, mine user's interest, how to explam user model, how to update arithmetic of user model and filter Personal information.6. By used of Web Personalization application system, proved the technology is viable.7. The directions of research in this area are introduced.