From Analytics to Cognition: Expanding the Reach of Data in Learning

R. Tsoni, C. Samaras, E. Paxinou, C. Panagiotakopoulos, V. Verykios

2019

Abstract

Education constitutes a rapidly changing and challenging environment, therefore, a shift from reporting to actionable interventions based on data is almost imperative. At the same time, Learning Analytics is incorporating increasingly advanced tools and methods. Artificial Intelligence and cognitive science allow us to study in depth the behavior of students, creating patterns and prediction models. All the above summarize the scope of the newly established Big Data Analytics and Anonymization Laboratory (BAT Lab) in the Hellenic Open University. This paper presents the vision and the work in progress of the BAT Lab in an attempt not only to produce interpretable results but also to organize and present these results in a highly usable way for non-experts. Additionally, PRIME-EDU software, which is the team’s latest work, is presented.

Paper Citation

in Harvard Style

Tsoni R., Samaras C., Paxinou E., Panagiotakopoulos C. and Verykios V. (2019). From Analytics to Cognition: Expanding the Reach of Data in Learning.In Proceedings of the 11th International Conference on Computer Supported Education - Volume 2: CSEDU, ISBN 978-989-758-367-4, pages 458-465. DOI: 10.5220/0007751904580465

in Bibtex Style

@conference{csedu19,
author={R. Tsoni and C. Samaras and E. Paxinou and C. Panagiotakopoulos and V. Verykios},
title={From Analytics to Cognition: Expanding the Reach of Data in Learning},
booktitle={Proceedings of the 11th International Conference on Computer Supported Education - Volume 2: CSEDU,},
year={2019},
pages={458-465},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007751904580465},
isbn={978-989-758-367-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Computer Supported Education - Volume 2: CSEDU,
TI - From Analytics to Cognition: Expanding the Reach of Data in Learning
SN - 978-989-758-367-4
AU - Tsoni R.
AU - Samaras C.
AU - Paxinou E.
AU - Panagiotakopoulos C.
AU - Verykios V.
PY - 2019
SP - 458
EP - 465
DO - 10.5220/0007751904580465