Title :
Enhancing Learning Analytics in Distributed Personal Learning Environments
Author :
Tomberg, Vladimir ; Laanpere, Mart ; Lamas, David ; Pata, Kai ; Gaevic, D.
Author_Institution :
Tallinn Univ., Tallinn, Estonia
Abstract :
This paper describes LePress, a WordPress plug-in that enhances blog-based personal learning environment (PLE) with features and semantics that facilitate planning, implementation, and analysis of learning flows. The paper introduces learning flows in LePress, and then explains learning semantics the LePress supports. In order to demonstrate the advantages of LePress for learning analytics, we describe how it can facilitate explicit data collection and analysis of learning activities in blog-based PLEs. In order to demonstrate the advantages of LePress for learning analytics, we describe how it can facilitate explicit data collection and analysis of learning activities in blog-based PLEs.
Keywords :
Web sites; computer aided instruction; data handling; LePress; PLE; WordPress plug-in; blog-based distributed personal learning environment; explicit data analysis; explicit data collection; learning analytics enhancement; learning flow analysis; learning flow implementation; learning flow planning; learning semantics; Blogs; Context; Distributed databases; Education; Least squares approximation; Semantics; Social network services; Learning Analytics; Learning semantics; PLE;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2012 IEEE 12th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4673-1642-2
DOI :
10.1109/ICALT.2012.90