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

Volume

01

fYear

2013

fDate

16-18 Aug. 2013

Firstpage

404

Lastpage

408

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Measurement, Information and Control (ICMIC), 2013 International Conference on

Conference_Location

Harbin

Print_ISBN

978-1-4799-1390-9

Type

conf

DOI

10.1109/MIC.2013.6757992

Filename

6757992