Collaborative filtering in eLearning applications
2008 - 2009
Collaborative information filtering techniques play a key role in many Web 2.0 applications but are mainly used for business purposes such as product recommendation. In this project, we developed a collaborative filtering approach which is specifically designed for eLearning applications. A controlled lab study with the system confirmed that the underlying algorithm is suitable as a diagnostic tool, and field studies substantiated the educational effectiveness.
Personen
Veröffentlichungen
@inproceedings{TUC-CSCW/PL09, author = "N. Pinkwart and F. Loll", title = "Comparing Three Approaches to Assess the Quality of Student's Solutions", year = 2009, booktitle = "Proceedings of the Workshop on Ontologies and Social Semantic Web for Intelligent Educational Systems at the 14th International Conference on Artificial Intelligence in Education (AIED)", keywords = "pred" } @inproceedings{TUC-CSCW/LP409, author = "F. Loll and N. Pinkwart", title = "Using Collaborative Filtering Algorithms as eLearning Tools", year = 2009, booktitle = "Proceedings of the 42nd Hawaii International Conference on System Sciences (HICSS)", publisher = "IEEE Computer Society Press", keywords = "pred" } @inproceedings{TUC-CSCW/LP309, author = "F. Loll and N. Pinkwart", title = "CITUC: Automatisierte Lösungsbewertung im E-Learning durch kollaboratives Filtern", year = 2009, booktitle = "Tagungsband 2 der 9. Internationalen Tagung Wirtschaftsinformatik (WI)", publisher = "Österreichische Computer Gesellschaft", keywords = "pred" } @inproceedings{TUC-CSCW/LP09, author = "F. Loll and N. Pinkwart", title = "Disburdening Tutors in E-Learning Environments via Web 2.0 Techniques", year = 2009, booktitle = "Semantic Web Technologies for e-Learning", publisher = "IOS Press", keywords = "pred" } @phdthesis{TUC-CSCW/L08, author = "F. Loll", title = "Konzeption und Evaluierung von kollaborativen Filteralgorithmen im eLearning", year = 2008, keywords = "pred", note = "Diploma Thesis" }