Towards Text Mining in Technology-Enhanced Learning
| Authors | |
|---|---|
| Year of publication | 2010 |
| Type | Article in Proceedings |
| Conference | The Proceedings of the 9th European Conference on e-Learning ECEL 2010 |
| MU Faculty or unit | |
| Citation | |
| Field | Informatics |
| Keywords | text mining; text classification; technology-enhanced learning |
| Description | In technology-enhanced learning environment, text mining can be useful for clustering course information, classification of student comments, for theses classification and evaluation, among others. We describe a pre-processing step and a method of text classification. The best results have been obtained for classification of theses. We discuss results obtained for classification of these three kind of texts and explain what additional information need to be exploited for improving a classification accuracy. |
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