@inproceedings{d8a1f3a033134f329a8ca79774f2c208,
title = "'A little knowledge is a dangerous thing': A method to automatically detect knowledge compartmentalization and oversimplification",
abstract = "Simplification is a common practice to allow students to understand complex concepts. However, such practice may lead to oversimplification and knowledge compartmentalization problems. This paper proposes a method to minimize the effects of oversimplification and knowledge compartmentalization through a five-step processing chain, following instructional design principles, to foster advanced knowledge acquisition. The proposed method was applied to online courses and a discussion for an example of a Data Science course is provided to show its applicability.",
keywords = "Concepts sequencing, Knowledge compartmentalization, Learning complexity, Oversimplification",
author = "Pereira, {Crystiam Kelle} and Nunes, {Bernardo Pereira} and Siqueira, {Sean W.M.} and Ruben Manrique and Medeiros, {Jerry Fernes}",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020 ; Conference date: 06-07-2020 Through 09-07-2020",
year = "2020",
month = jul,
doi = "10.1109/ICALT49669.2020.00048",
language = "English",
series = "Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "140--144",
editor = "Maiga Chang and Sampson, {Demetrios G} and Ronghuai Huang and Danial Hooshyar and Nian-Shing Chen and Kinshuk Kinshuk and Margus Pedaste",
booktitle = "Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020",
address = "United States",
}