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Authors and Citation

Authors

Citation

Source: inst/CITATION

Saqr M, López-Pernas S, Törmänen T, Kaliisa R, Misiejuk K, Tikka S (2025). “Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes.” In Proceedings of the 15th International Learning Analytics and Knowledge Conference (LAK '25), 351–361. doi:10.1145/3706468.3706513. 

@InProceedings{tna_lak,
  booktitle = {Proceedings of the 15th International Learning Analytics and Knowledge Conference (LAK '25)},
  pages = {351--361},
  doi = {10.1145/3706468.3706513},
  author = {Mohammed Saqr and Sonsoles López-Pernas and Tiina Törmänen and Rogers Kaliisa and Kamila Misiejuk and Santtu Tikka},
  title = {Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes},
  year = {2025},
}

López-Pernas S, Saqr M, Tikka S (2025). “tna: Transition Network Analysis (TNA).” doi:10.32614/cran.package.tna, R package version 0.4.0, http://dx.doi.org/10.32614/CRAN.package.tna. 

@Misc{tna_package,
  title = {{tna}: Transition Network Analysis ({TNA})},
  author = {Sonsoles López-Pernas and Mohammed Saqr and Santtu Tikka},
  note = {{R} package version 0.4.0},
  year = {2025},
  url = {http://dx.doi.org/10.32614/CRAN.package.tna},
  doi = {10.32614/cran.package.tna},
  journal = {CRAN: Contributed Packages},
  publisher = {The R Foundation},
}