Supplementary Materials: Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges

This repository contains supplementary materials for the following conference full paper:

Valdemar Švábenský, Conrad Borchers, Elvin Fortuna, Elizabeth B. Cloude, and Dragan Gašević.
Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges.
In Proceedings of the 16th International Learning Analytics and Knowledge Conference (LAK '26).
https://doi.org/10.1145/3785022.3785131

Preprint: https://arxiv.org/pdf/2601.07629

@inproceedings{Svabensky2026fifteen,
    author    = {\v{S}v\'{a}bensk\'{y}, Valdemar and Borchers, Conrad and Fortuna, Elvin and Cloude, Elizabeth B. and Gašević, Dragan},
    title     = {{Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges}},
    booktitle = {Proceedings of the 16th International Learning Analytics and Knowledge Conference},
    series    = {LAK '26},
    location  = {Bergen, Norway},
    publisher = {Association for Computing Machinery},
    address   = {New York, NY, USA},
    year      = {2026},
    numpages  = {12},
    url       = {https://doi.org/10.1145/3785022.3785131},
    doi       = {10.1145/3785022.3785131},
}

Repository content:

Data, code, and results for the paper. Please see the README.md file in the attached ZIP archive for details.

Attribution (How to cite):

If you use or build upon the materials, please use the BibTeX or full-text citation entry above to cite the source paper.

Acknowledgment:

We thank Xavier Ochoa for compiling the LAK 2011–2019 dataset.