Title :
The application research of network learning behavior analysis
Author :
Huang, Huan ; Liu, Qingtang ; Huang, Tao ; Wu, Linjing ; Yuan, Shuai
Author_Institution :
Eng. & Res. Center for Inf. Technol. on Educ., Huazhong Normal Univ., Wuhan, China
Abstract :
As the main approach of distance education, the key point of Network Learning research has turned to getting the learners´ personality characteristics and constructing the virtual learning environment based on theories of modern education and psychics. Currently, the characteristics of learners are stored in database statically. We can´t timely acquire the latest interests of learners. The paper proposes an approach to get learners´ characteristics dynamically. The approach uses data mining technology to analyse learners´ network learning behaviors. The experiment result sugguests it is useful for acquisition of learners´ characteristics.
Keywords :
computer aided instruction; data mining; distance learning; data mining; distance education; network learning behavior analysis; virtual learning; Data analysis; Data mining; Databases; Distance learning; Information analysis; Information technology; Learning systems; Multidimensional systems; Psychology; Space technology; LOM; data mining; network learning behavior;
Conference_Titel :
Future Computer and Communication (ICFCC), 2010 2nd International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5821-9
DOI :
10.1109/ICFCC.2010.5497388