- Tytuł:
- On using data mining techniques for context-aware student grouping in e-learning systems
- Autorzy:
- Zakrzewska, D.
- Powiązania:
- https://bibliotekanauki.pl/articles/94961.pdf
- Data publikacji:
- 2014
- Wydawca:
- Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Wydawnictwo Szkoły Głównej Gospodarstwa Wiejskiego w Warszawie
- Tematy:
-
e-learning
data mining
student grouping
context-awareness
grupowanie studentów
świadomość kontekstu - Opis:
- Performance of an e-learning system depends on an extent to which it is adjusted to student needs. Priorities of the last ones may differ in accordance with the context of use of an e-learning environment. For personalized e-learning system based on student groups, different distribution of the groups should be taken into account. In the paper, using of data mining techniques for building student groups depending on the context of the system use is considered. As the main technique unsupervised classification is examined,. Context parameters depending on courses and student models are tested. Experiment results for real student data are discussed.
- Źródło:
-
Information Systems in Management; 2014, 3, 1; 77-88
2084-5537
2544-1728 - Pojawia się w:
- Information Systems in Management
- Dostawca treści:
- Biblioteka Nauki
Artykuł