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Improving Artificial Teachers by Considering How People Learn and Forget: Dataset

  • Aurélien Nioche (Creator)
  • Pierre-Alexandre Murena (Creator)
  • Carlos de la Torre-Ortiz (Creator)
  • Antti Oulasvirta (Creator)

Dataset

Description

This dataset contains the results of the experiment described in Nioche et al. (2021).

This dataset contains 4 data files:

data.csv: the main data file.
stimuli.csv: the description/listing of the stimuli.
demographic_info.csv: the demographic information about the users.
data_incl_preliminary_exp.csv: an additional data file that includes the user of the preliminary experiments
The main data file contains the logs of 53 different users using a self-teaching application for one week. The goal of the users was to learn the English meaning of Japanese kanji. Each user completed between 1370 trials and 1608 trials. Each user saw between 85 and 204 characters.

Two additional files are also joint to the data files:

info.ipynb: A Jupyter notebook that provides information about each data file, a few descriptive plots, and an example of data manipulation.
info.pdf: A pdf rendering of the notebook.
If you use this dataset, please refer to it by citing Nioche et al. (2021).
Date made available14 Apr 2021
PublisherZenodo

Dataset Licences

  • CC-BY-4.0
  • 1 Conference article in proceedings

  • Improving Artificial Teachers by Considering How People Learn and Forget

    Nioche, A., Murena, P.-A., de la Torre Ortiz, C. & Oulasvirta, A., 14 Apr 2021, 26th International Conference on Intelligent User Interfaces, IUI 2021. ACM, p. 445-453 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    10 Citations (Scopus)
    136 Downloads (Pure)

  • Human Automata: Simulator-based Methods for Collaborative AI

    Oulasvirta, A. (Principal investigator), Li, C. (Project Member), Kirsta, H. (Project Member), Rastogi, A. (Project Member), Laine, M. (Project Member), Marchenko, E. (Project Member), Nioche, A. (Project Member), Liao, Y.-C. (Project Member), Hulstein, G. (Project Member), Shiripour, M. (Project Member), Zeng, J. (Project Member), Santala, S. (Project Member), Hegemann, L. (Project Member), Putkonen, A.-M. (Project Member), Chandramouli, S. (Project Member), Tammilehto, O. (Project Member), Iyer, A. (Project Member), Dutta, A. (Project Member), Kylmälä, J. (Project Member), Dayama, N. (Project Member) & Kompatscher, J. (Project Member)

    01/01/2020 → 31/12/2023

    Project: Academy of Finland: Other research funding

  • -: Bayesian Artefact Design

    Oulasvirta, A. (Principal investigator), Shin, J. (Project Member), Hota, H. (Project Member), Zhu, Y. (Project Member), Dayama, N. (Project Member), Nioche, A. (Project Member), Todi, K. (Project Member), Chandramouli, S. (Project Member), Zong, X. (Project Member), Laine, M. (Project Member), Putkonen, A.-M. (Project Member), Leiva, L. (Project Member), Liao, Y.-C. (Project Member), Hassinen, H. (Project Member), Hegemann, L. (Project Member) & Peng, Z. (Project Member)

    01/09/2018 → 31/08/2023

    Project: Academy of Finland: Other research funding

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