Title :
Applying Learning Analytics in an Open Personal Learning Environment: A Quantitative Approach
Author :
Koulocheri, Eleni ; Soumplis, Alexandros ; Xenos, Michalis
Author_Institution :
Software Quality Res. Group, Hellenic Open Univ., Patra, Greece
Abstract :
Every activity in the web leaves a digital trace. Analytics are used to measure all gathered traces along with the activities and the traffic that a user provokes, aiming to exploit the application-under-analysis with an optimal way in terms of time and cost. As a result, the question about how are they applied into learning environment, raises. This paper discusses analytics dedicated to the learning process named learning analytics. After presenting their context, and a literature review regarding this relatively new term, this paper presents a methodology that is applied the academic year 2011-12 on HOU2LEARN Environment, an open educational environment set by Hellenic Open University. This methodology consists of social network analysis along with a set of metrics that is also presented. The procedure and the outcomes of this ongoing research so far are discussed.
Keywords :
Internet; computer aided instruction; distance learning; social networking (online); HOU2LEARN environment; Hellenic Open University; Web-based learning; application-under-analysis; learning analytics; learning environment; open educational environment; open personal learning environment; social network analysis; Blogs; Data handling; Educational institutions; Information management; Learning systems; Measurement; Social network services; Learning analytics; assessment; data; metrics; social network; visualization;
Conference_Titel :
Informatics (PCI), 2012 16th Panhellenic Conference on
Conference_Location :
Piraeus
Print_ISBN :
978-1-4673-2720-6
DOI :
10.1109/PCi.2012.48