@inproceedings{d0a3a124bb30480f8b7d0ce6739a9873,
title = "Minddot: Supporting effective cognitive behaviors in concept map-based learning environments",
abstract = "While prior research has revealed the promising impact of concept mapping on learning, few have comprehensively modeled different cognitive behaviors during concept mapping. In addition, existing concept mapping tools lack effective feedback to support better learning behaviors. This work presents MindDot, a concept map-based learning environment that facilitates the cognitive process of comparing and integrating related concepts via two forms of support, a hyperlink feature and an expert template. Study results suggested that the hyperlink support had a positive impact on the development of comparative strategies and enhanced learning, while the template support had marginal effects on learning. We further evaluated the cognitive process at a fine-grained level with two forms of visualizations. We then extracted several behavioral patterns that provided insights about the cognitive process in learning. Lastly, we derive design recommendations that we hope will inspire future concept map-based learning systems that evaluate students{\textquoteright} learning processes and adaptively support them in developing effective learning behaviors.",
keywords = "Behavioral patterns, Comparative strategy, Concept mapping, Data visualization, Expert template, Hyperlink navigation",
author = "Shang Wang and Unal, {Deniz Sonmez} and Erin Walker",
note = "Funding Information: This research was funded by NSF CISE-IIS-1451431 EAGER: Towards Knowledge Curation and Community Building within a Postdigital Textbook. Publisher Copyright: {\textcopyright} 2019 Copyright is held by the owner/author(s).; 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019 ; Conference date: 04-05-2019 Through 09-05-2019",
year = "2019",
month = may,
day = "2",
doi = "10.1145/3290605.3300258",
language = "English (US)",
series = "Conference on Human Factors in Computing Systems - Proceedings",
publisher = "Association for Computing Machinery",
booktitle = "CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems",
}