Xavier Ochoa

Assistant Professor of Learning Analytics

20032020
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Fingerprint Dive into the research topics where Xavier Ochoa is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Students Engineering & Materials Science
Metadata Engineering & Materials Science
Learning Objects Mathematics
learning Social Sciences
Education Engineering & Materials Science
Curricula Engineering & Materials Science
Learning systems Engineering & Materials Science
Learning Management System Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2003 2020

Multimodal learning analytics in a laboratory classroom

Chan, M. C. E., Ochoa, X. & Clarke, D., Jan 1 2020, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 131-156 26 p. (Intelligent Systems Reference Library; vol. 158).

Research output: Chapter in Book/Report/Conference proceedingChapter

Audio recordings
Video recording
Students
Hardware
classroom

Challenges on implementing learning analytics over countrywide K-12 data

Macarini, L. A., Ochoa, X., Cechinel, C., Rodés, V., Dos Santos, H. L., Alonso, G. E., Casas, A. P. & Díaz, P., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 441-445 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Students
Data mining
Education

Learning analytics in Latin America present an opportunity not to be missed

Ochoa, X., Jan 1 2019, In : Nature Human Behaviour. 3, 1, p. 6-7 2 p.

Research output: Contribution to journalComment/debate

Latin America
Learning
Education
Research

Semi-automatic generation of intelligent curricula to facilitate learning analytics

Fiallos, A. & Ochoa, X., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 46-50 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Curricula
Ontology
Processing
Costs

Towards a visual guide for communicating uncertainty in Visual Analytics

Seipp, K., Gutiérrez, F., Ochoa, X. & Verbert, K., Feb 1 2019, In : Journal of Visual Languages and Computing. 50, p. 1-18 18 p.

Research output: Contribution to journalArticle

Visualization
Mechanics
Uncertainty
Opacity
Linear regression