DocumentCode
2482425
Title
Using a sensor-assisted model for learning retention in an e-book reading environment
Author
Ting-Ting Wu ; Jan-Pan Hwang ; Yueh-Min Huang ; Qing Tan ; Mukhopadhyay, Saibal
Author_Institution
Dept. of Eng. Sci., Nat. Chung Kung Univ., Tainan, Taiwan
fYear
2012
fDate
13-16 May 2012
Firstpage
2553
Lastpage
2557
Abstract
Modern life has a strong tie with ICT technology, so as to the sensing technology which has played an important role than before. Its application is somewhat more than we have learned, such as education. Meanwhile, with the advance of software/hardware and the popularity of the Internet, e-books have drawn much of attention. With the introduction of the sensing technology to e-readers, it instills e-books the functions of reading or learning behavior. In self-learning situation, learners often suffer from detraction problem which cannot be easily detected and amended. In this study, we proposed a sensor-assisted learning system to monitor a learner´s retention during the reading or learning process. The system has been incorporated into an e-book platform, or e-reader to become a personalized e-reader system. We proceed to conduct two experiments for sensor-assisted model (SAM) and e-book systems, respectively. The ultimate objective is to establish an adaptive personalized learning system by the feedback of data collected by sensors.
Keywords
Internet; learning systems; sensors; ICT technology; Internet; adaptive personalized learning system; e-book reading environment; education; learning retention behavior; reading behavior; sensor-assisted model; software-hardware; Decision trees; Educational institutions; Electronic publishing; Materials; Sensors; Visualization; ID3 Algorithm; Individual Learning; Learning Retention; Sensor technology; e-Book;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location
Graz
ISSN
1091-5281
Print_ISBN
978-1-4577-1773-4
Type
conf
DOI
10.1109/I2MTC.2012.6229500
Filename
6229500
Link To Document