Evaluating the Impact of a Constructivist Approach to Treemap Literacy

Constructivist learning is based on the principle that learners construct knowledge based on their prior knowledge and experiences. We explored the impact of a constructivist approach to introduce students to the Treemaps visualization technique. We developed software that helps students understand Treemaps using a synchronized, multiview, interactive node-link representation of the same data. While students in both groups-the ones who used the node-link diagram with the Treemaps and the ones who used only the interactive Treemaps-demonstrated significant improvement in learning, students who only interacted with the Treemaps representation performed better on a variety of tasks related to reading and interpreting Treemaps.

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Publication Details

Journal
IEEE Computer Graphics and Applications
Published
2025-01-01
DOI
https://doi.org/10.1109/mcg.2024.3475188
Citations
1
Primary Topic
Digital Storytelling and Education
Type
article
Field-Weighted Citation Impact
3.12
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article

Evaluating the Impact of a Constructivist Approach to Treemap Literacy

B. Ramanuja Srinivas, Robert S. Laramee, Alark Joshi, Elif E. Fırat et al.
1 citations
IEEE Computer Graphics and Applications
Digital Storytelling and Education
3.12
article

Evaluating the Impact of a Constructivist Approach to Treemap Literacy

B. Ramanuja Srinivas, Robert S. Laramee, Alark Joshi, Elif E. Fırat, Chandana Srinivas, C. Max Lang
article en
1 citations

Abstract

Constructivist learning is based on the principle that learners construct knowledge based on their prior knowledge and experiences. We explored the impact of a constructivist approach to introduce students to the Treemaps visualization technique. We developed software that helps students understand Treemaps using a synchronized, multiview, interactive node-link representation of the same data. While students in both groups-the ones who used the node-link diagram with the Treemaps and the ones who used only the interactive Treemaps-demonstrated significant improvement in learning, students who only interacted with the Treemaps representation performed better on a variety of tasks related to reading and interpreting Treemaps.

IEEE Computer Graphics and ApplicationsVol. 45(1)
University of Nottingham (GB), Cukurova University (TR), University of San Francisco (US)
Quality Education
Openalex Percentile: Top 12%
Digital Storytelling and Education
3.12
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Evaluating the Impact of a Constructivist Approach to Treemap Literacy — B. Ramanuja Srinivas, Robert S. Laramee, et al. · IEEE Computer Graphics and Applications (2025) | TGRS Research Map | TGRS