No photo of Xavier Ochoa

Xavier Ochoa

Assistant Professor of Learning Analytics

    20032020
    If you made any changes in Pure, your changes will be visible here soon.

    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