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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Gomez Aguilar, D.A. Theron, R. Penalvo, F.J.G. |
| Copyright Year | 2013 |
| Description | Author affiliation: Dept. de Inf. y Autom., Univ. of Salamanca, Salamanca, Spain (Gomez Aguilar, D.A.; Theron, R.; Penalvo, F.J.G.) |
| Abstract | Recent research has confirmed the impact of electronic media usage on student outcomes. However, little is known about the impact of measurable reading access to a forum and other resources. We have developed a tool to study this aspect through visual analysis. Results from this study showed that not only participation on electronic discussion for a, such as reading or posting, but also the reading access to the resource, can alert about the student's performance. This came about after proving the existence of a strong influence relationship between the frequency of reading access to discussion for a and the frequency of access to posting for a, as well as between the frequency of reading access to resources and the frequency of access to posting for a in the outcome of the students. However, we have found that the union of the variables above, i.e., frequency of posts in for a, reading of discussion for a and reading of resources can be visually analyzed, thus obtaining a better visualization of the patterns of students' performance. |
| Sponsorship | IEEE Comput. Soc. |
| Starting Page | 443 |
| Ending Page | 447 |
| File Size | 634861 |
| Page Count | 5 |
| File Format | |
| ISBN | 9780769550091 |
| DOI | 10.1109/ICALT.2013.136 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-07-15 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Social network services Data mining Data visualization Visual analytics Computers Electronic learning Predictive Systems eLearning Educational Data Mining Feedback Learning Analytics Inferring Social Networks |
| Content Type | Text |
| Resource Type | Article |
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