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@inproceedings{1750939,
author = {Pelánek, Radek},
address = {New York, NY, United States},
booktitle = {Proceedings of the Tenth International Conference on Learning Analytics & Knowledge},
doi = {http://dx.doi.org/10.1145/3375462.3375463},
editor = {Christoph Rensing, Hendrik Drachsler},
keywords = {trade-offs; scalability; methodology},
howpublished = {elektronická verze "online"},
language = {eng},
location = {New York, NY, United States},
isbn = {978-1-4503-7712-6},
pages = {554-558},
publisher = {Association for Computing Machinery},
title = {Learning analytics challenges: trade-offs, methodology, scalability},
url = {https://dl.acm.org/doi/10.1145/3375462.3375463},
year = {2020}
}
TY - JOUR
ID - 1750939
AU - Pelánek, Radek
PY - 2020
TI - Learning analytics challenges: trade-offs, methodology, scalability
PB - Association for Computing Machinery
CY - New York, NY, United States
SN - 9781450377126
KW - trade-offs
KW - scalability
KW - methodology
UR - https://dl.acm.org/doi/10.1145/3375462.3375463
N2 - Ryan Baker presented in a LAK 2019 keynote a list of six grand challenges for learning analytics research. The challenges are specified as problems with clearly defined success criteria. Education is, however, a domain full of ill-defined problems. I argue that learning analytics research should reflect this nature of the education domain and focus on less clearly defined, but practically essential issues. As an illustration, I discuss three important challenges of this type: addressing inherent trade-offs in learning environments, the clarification of methodological issues, and the scalability of system development.
ER -
PELÁNEK, Radek. Learning analytics challenges: trade-offs, methodology, scalability. Online. In Christoph Rensing, Hendrik Drachsler. \textit{Proceedings of the Tenth International Conference on Learning Analytics \&{} Knowledge}. New York, NY, United States: Association for Computing Machinery, 2020. s.~554-558. ISBN~978-1-4503-7712-6. Dostupné z: https://dx.doi.org/10.1145/3375462.3375463. [citováno 2024-04-23]
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