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政大機構典藏 > 資訊學院 > 資訊科學系 > 專書/專書篇章 > Item 140.119/69582

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/69582

Title:	A Smartphone Assisted Learning System with Wireless Sensors
Authors:	蔡子傑 Tsai,Tzu-Chieh;Peng,Chen-Tzu
Contributors:	資科系
Keywords:	Wireless sensor;Smartphone;Learning;Education
Date:	2011-08
Issue Date:	2014-09-02 17:19:31 (UTC+8)
Abstract:	We propose a portable and convenient learning assisted system by using Android Smartphone with wireless sensors. The system senses and collects the data of learning behaviors with the Smartphone as the processing unit. In order to optimize the inference, we used SVM (Support Vector Machine) technology to analyze the collected data. For the evaluation experiment, we invite college students to use it. The result shows that 78% of subject feels satisfied with the usage and interface of the system. In addition, the average accuracy of the prediction model using progress label is 83%. In conclusion, we confirmed the feasibility of improving study effect by using Smartphone with wireless sensors.
Relation:	Advances in Computer Science, Environment, Ecoinformatics, and Education Communications in Computer and Information Science Volume 216, 2011, pp 557-561
Data Type:	book/chapter
DOI 連結:	http://dx.doi.org/10.1007/978-3-642-23345-6_100
DOI:	10.1007/978-3-642-23345-6_100
Appears in Collections:	[資訊科學系] 專書/專書篇章

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