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Xavier Ochoa

Assistant Professor of Learning Analytics

20032020
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Personal profile

External positions

Editor-In-Chief, Journal of Learning Analytics

2017 → …

Vice-President, The Society for Learning Analytics Research (SoLAR)

2006 → …

Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

  • 1 Similar Profiles
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
Visualization Engineering & Materials Science

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

Benefits and trade-offs of different model representations in decision support systems for non-expert users

Gutiérrez, F., Ochoa, X., Seipp, K., Broos, T. & Verbert, K., Jan 1 2019, Human-Computer Interaction – INTERACT 2019 - 17th IFIP TC 13 International Conference, Proceedings. Lamas, D., Loizides, F., Nacke, L., Petrie, H., Winckler, M. & Zaphiris, P. (eds.). Springer-Verlag, p. 576-597 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11747 LNCS).

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

Decision Support Systems
Decision support systems
Visualization
Trade-offs
Intuitive

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

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