TY - GEN
T1 - Towards an ethical data literacy proficiency
T2 - 12th International Conference on Virtual Campus, JICV 2022
AU - Amo-Filva, Daniel
AU - Beby, Belen Donate
AU - Garcia-Penalvo, Francisco Jose
AU - Chen, Jiahui
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Teachers need data literacy knowledge to interpret or transform raw educational data or analytical results of current digital educational tools. These tools can be executed in the cloud or locally. The state-of-the-art poses cloud computing as a peril for students' data privacy. Educational institutions must consider the adoption of technologies that execute locally to reduce data privacy harm. Moreover, data literacy competencies must be acquired and improved in contexts where students' data is under control and out of risk. We present and make public a tool that analyzes Moodle logs to extract data summaries and visualizations. Teachers can use the tool to improve their data literacy while ensuring the students' data privacy.
AB - Teachers need data literacy knowledge to interpret or transform raw educational data or analytical results of current digital educational tools. These tools can be executed in the cloud or locally. The state-of-the-art poses cloud computing as a peril for students' data privacy. Educational institutions must consider the adoption of technologies that execute locally to reduce data privacy harm. Moreover, data literacy competencies must be acquired and improved in contexts where students' data is under control and out of risk. We present and make public a tool that analyzes Moodle logs to extract data summaries and visualizations. Teachers can use the tool to improve their data literacy while ensuring the students' data privacy.
KW - cloud computing
KW - data literacy
KW - data privacy
KW - data visualization
KW - learning analytics
KW - local technology
UR - https://www.scopus.com/pages/publications/85143067069
U2 - 10.1109/JICV56113.2022.9934790
DO - 10.1109/JICV56113.2022.9934790
M3 - Conference contribution
AN - SCOPUS:85143067069
T3 - Proceedings - JICV 2022: 12th International Conference on Virtual Campus
BT - Proceedings - JICV 2022
A2 - Villalba-Condori, Klinge O.
A2 - Gonzalez-Gonzalez, Carina S.
A2 - Garcia-Holgado, Alicia
A2 - Infante-Moro, Alfonso
A2 - Infante-Moro, Juan C.
A2 - Gallardo-Perez, Julia
A2 - Garcia-Penalvo, Jose Francisco
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 29 September 2022 through 30 September 2022
ER -