Title :
Design of distributed Web mining model based on XML and agent for network teaching platform
Author :
Liu Shengjian ; Wang Fengni ; Yang Haiyan
Author_Institution :
Dept. of Teaching & Res., PLA Border Defence Acad., Xi´an, China
Abstract :
With the rapid growth of the Web data, for the phenomenon of data explosion but poor knowledge, as the data mining based on database table has been unable to meet the needs of Web application, a distributed Web mining is becoming a research hot spot presently. Firstly, based on the research of web mining, XML is used to transform semi-structured data to well structured data, and a distributed web mining model based on XML is deeply discussed. Then, a mobile agent technology is introduced into the design of Web mining system, and a distributed Web mining structure based on data mining agent is built. Finally, an architecture design of network teaching platform based on XML and agents is realized, which can provide intelligent aids for personalized learning, thus greatly improve the teaching efficiency of network teaching platform.
Keywords :
Internet; XML; data mining; Web application; Web data; Web mining system; XML; architecture design; data explosion; data mining agent; database table; distributed Web mining model; distributed Web mining structure; intelligent aids; mobile agent technology; network teaching platform; personalized learning; semi-structured data; Computational modeling; Databases; Distributed processing; Education; HTML; Web mining; XML; Distributed Web mining; Mobile Agent; Network Teaching; Web Mining Model; Web mining; XML;
Conference_Titel :
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-1390-9
DOI :
10.1109/MIC.2013.6757992
