Building a Smart E-Portfolio Platform for Optimal E-Learning Objects Acquisition
Joint Authors
Ke, Chih-Kun
Liu, Kai-Ping
Chen, Wen-Chin
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-14
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
In modern education, an e-portfolio platform helps students in acquiring e-learning objects in a learning activity.
Quality is an important consideration in evaluating the desirable e-learning object.
Finding a means of determining a high quality e-learning object from a large number of candidate e-learning objects is an important requirement.
To assist student learning in a modern e-portfolio platform, this work proposed an optimal selection approach determining a reasonable e-learning object from various candidate e-learning objects.
An optimal selection approach which uses advanced information techniques is proposed.
Each e-learning object undergoes a formalization process.
An Information Retrieval (IR) technique extracts and analyses key concepts from the student’s previous learning contexts.
A context-based utility model computes the expected utility values of various e-learning objects based on the extracted key concepts.
The expected utility values of e-learning objects are used in a multicriteria decision analysis to determine the optimal selection order of the candidate e-learning objects.
The main contribution of this work is the demonstration of an effective e-learning object selection method which is easy to implement within an e-portfolio platform and which makes it smarter.
American Psychological Association (APA)
Ke, Chih-Kun& Liu, Kai-Ping& Chen, Wen-Chin. 2013. Building a Smart E-Portfolio Platform for Optimal E-Learning Objects Acquisition. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1032436
Modern Language Association (MLA)
Ke, Chih-Kun…[et al.]. Building a Smart E-Portfolio Platform for Optimal E-Learning Objects Acquisition. Mathematical Problems in Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-1032436
American Medical Association (AMA)
Ke, Chih-Kun& Liu, Kai-Ping& Chen, Wen-Chin. Building a Smart E-Portfolio Platform for Optimal E-Learning Objects Acquisition. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1032436
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1032436