TY - GEN
T1 - A method to find learner's key characteristic in wed-based learning
AU - Wu, Xiyuan
AU - Zheng, Qinghua
AU - Li, Haifei
AU - Liu, Guangdong
PY - 2008
Y1 - 2008
N2 - One of the challenges in personalized e-learning research field is how to meet the unique learning strategies according to a learner's personality characteristic. But a learner's characteristic may have many attributes, and some of them have not equal value for personalized e-learning. This paper exploits the aspect to evaluate the important attributes, puts forward the concept of key personality characteristic and an improved algorithm basing on rough set theory to find the key attributes. Systematic experiments and their results are reported and shows the dimensions of personality characteristic can be decreased to below one-quarter.
AB - One of the challenges in personalized e-learning research field is how to meet the unique learning strategies according to a learner's personality characteristic. But a learner's characteristic may have many attributes, and some of them have not equal value for personalized e-learning. This paper exploits the aspect to evaluate the important attributes, puts forward the concept of key personality characteristic and an improved algorithm basing on rough set theory to find the key attributes. Systematic experiments and their results are reported and shows the dimensions of personality characteristic can be decreased to below one-quarter.
UR - https://www.scopus.com/pages/publications/54249123727
U2 - 10.1007/978-3-540-85033-5_15
DO - 10.1007/978-3-540-85033-5_15
M3 - 会议稿件
AN - SCOPUS:54249123727
SN - 3540850325
SN - 9783540850328
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 145
EP - 156
BT - Advances in Web Based Learning - ICWL 2008 - 7th International Conference, Proceedings
T2 - 7th International Conference on Web Based Learning, ICWL 2008
Y2 - 20 August 2008 through 22 August 2008
ER -