Back to Search
Start Over
Educational Data Virtual Lab: Connecting the Dots Between Data Visualization and Analysis.
- Source :
-
IEEE computer graphics and applications [IEEE Comput Graph Appl] 2022 Sep-Oct; Vol. 42 (5), pp. 76-83. - Publication Year :
- 2022
-
Abstract
- Educational Data Virtual Lab (EDVL) is an open-source platform for data exploration and analysis that combines the power of a coding environment, the convenience of an interactive visualization engine, and the infrastructure needed to handle the complete data lifecycle. Based on the building blocks of the FIWARE European platform and Apache Zeppelin, this tool allows domain experts to become acquainted with data science methods using the data available within their own organization, ensuring that the skills they acquire are relevant to their field and driven by their own professional goals. We used EDVL in a pilot study in which we carried out a focus group within a multinational company to gain insight into potential users' perceptions of EDVL, both from the educational and operational points of view. The results of our evaluation suggest that EDVL holds a great potential to train the workforce in data science skills and to enable collaboration among professionals with different levels of expertise.
- Subjects :
- Educational Status
Pilot Projects
Data Visualization
Subjects
Details
- Language :
- English
- ISSN :
- 1558-1756
- Volume :
- 42
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- IEEE computer graphics and applications
- Publication Type :
- Academic Journal
- Accession number :
- 36194698
- Full Text :
- https://doi.org/10.1109/MCG.2022.3189557