DocumentCode
553057
Title
Cloud-based strategy for evaluation and reformation of teaching plan
Author
Jie Li ; Zhixiao Yang
Author_Institution
Modern Educ. Technol. Center, Zhengzhou Univ., Zhengzhou, China
Volume
1
fYear
2011
fDate
26-28 July 2011
Firstpage
90
Lastpage
93
Abstract
Currently, effect evaluation for teaching plan is based on certainty method, which cannot describe fuzziness and randomness in the process that students´ scores indicate their knowledge grasp extent. An uncertainty-based method is proposed to mine and forecast students´ knowledge grasp status. Cloud of knowledge acquisition status is designed to describe fuzziness and randomness of knowledge grasp extent. A cloud-based mining and forecasting algorithm is proposed for knowledge grasp extent. Positively producing a drop through the knowledge grasp cloud, a value indicating the effect of current teaching plan to new students, and its certainty degree, can be generated. Taking the course of principles and applications of microcomputer as an example, effectiveness of the proposed method in mining and forecasting of knowledge grasp extent, and in teaching plan reformation, is demonstrated.
Keywords
data mining; educational courses; forecasting theory; fuzzy set theory; knowledge acquisition; teaching; uncertainty handling; cloud-based mining; cloud-based strategy; forecasting algorithm; fuzziness; knowledge acquisition status; knowledge grasp extent; microcomputer; randomness; teaching plan; uncertainty-based method; Education; Entropy; Helium; Knowledge acquisition; Mathematical model; Numerical models; Uncertainty; cloud model; fuzziness; knowledge acquisition status; randomness; uncertainty data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-61284-180-9
Type
conf
DOI
10.1109/FSKD.2011.6019583
Filename
6019583
Link To Document