Published April 14, 2021
| Version 1.0.0
Dataset
Open
Improving Artificial Teachers by Considering How People Learn and Forget: Dataset
- 1. Aalto University
- 2. University of Helsinki
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).
Files
data.csv
Files
(24.9 MB)
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md5:f8ce8a120b1e7d0886fa8e4bbd7d3c10
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md5:caa4000e5b19f9556b9d19c700224d4b
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md5:73b2d33504ad6d61a1ad5811e8a7a7ae
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md5:b908cbd9538814134b02ad7df9c91364
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Additional details
Related works
- Is supplement to
- Conference paper: 10.1145/3397481.3450696 (DOI)
Funding
- Human Automata: Simulator-based Methods for Collaborative AI 328813
- Research Council of Finland
- Department of Communications and Networking 318559
- Research Council of Finland
References
- Aurelien Nioche, Pierre-Alexandre Murena, Carlos de la Torre-Ortiz, and Antti Oulasvirta. 2021. Improving Artificial Teachers by Considering How People Learn and Forget. In 26th International Conference on Intelligent User Interfaces (IUI '21). Association for Computing Machinery, New York, NY, USA, 445–453. DOI:https://doi.org/10.1145/3397481.3450696