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Development of a Learner Profiling System Using Multidimensional Characteristics Analysis
Joint Authors
Park, Kinam
Ji, Hyesung
Lim, Heuiseok
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-19
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
We propose a learner profiling system that uses the multidimensional characteristic analysis of learners.
For this purpose, a real-time monitoring system for learners was developed and then used to extract information of the characteristics of learners that appear in learning environments.
The extracted information on the characteristics of learners is automatically constructed into personalized learner profiles through the learner profiling system.
The contents of learner profiles consist of the cognitive ability of learners, the learning condition, and teacher assessment.
To verify the effectiveness of the proposed study method, profiles of actual learners were constructed, with 210 elementary school students as subjects.
As a result, the group that learned using the learner profiling showed a significant level of satisfaction in comparison to the group that did not use learner profiling.
From this, it was demonstrated that the learner profiling system proposed in this paper could enhance learning effectiveness.
American Psychological Association (APA)
Park, Kinam& Ji, Hyesung& Lim, Heuiseok. 2015. Development of a Learner Profiling System Using Multidimensional Characteristics Analysis. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074401
Modern Language Association (MLA)
Park, Kinam…[et al.]. Development of a Learner Profiling System Using Multidimensional Characteristics Analysis. Mathematical Problems in Engineering No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1074401
American Medical Association (AMA)
Park, Kinam& Ji, Hyesung& Lim, Heuiseok. Development of a Learner Profiling System Using Multidimensional Characteristics Analysis. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074401
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074401