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: Full code, data, and results for the paper. Please see the README.md file in the attached ZIP archive for details. If you use or build upon the materials, please use the BibTeX entry above to cite the original paper. Acknowledgment: We thank Xavier Ochoa for compiling the LAK 2011–2019 dataset.