DocumentCode :
2549470
Title :
A Context Awareness based prediction for remedy system
Author :
Chuang, Po-Jen ; Chiang, Ming-Chao ; Chun-Wei Tsai ; Yang, Chu-Sing
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
2848
Lastpage :
2852
Abstract :
In this paper, we present a method to predict the examination result for remedy, called Context Awareness Score Prediction System (CASPS). CASPS builds on an awareness environment and predicts the learning situations. The main task of the method is in the analysis of the test results and in the provision of the learning suggestion and the remedial courses. The main contributions of the CASPS system described herein are twofold: (1) The system can produce the learning curve based on the examination result, which would make it easy for the students and teachers to understand the learning results. (2) The system can provide the course contents to the students to help them review after the examination. Moreover, it provides suggestions for teaching on the not yet familiar and confused contents.
Keywords :
computer aided instruction; teaching; ubiquitous computing; awareness environment; context awareness based prediction; context awareness score prediction system; course contents; examination result prediction; learning curve; learning situations; remedy system; teaching; Context; Context-aware services; Education; Learning systems; Linear regression; Materials;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
Type :
conf
DOI :
10.1109/FSKD.2012.6234166
Filename :
6234166
Link To Document :
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